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Owolabi EO, Ajayi AI. Adherence to medication, dietary and physical activity recommendations: Findings from a multicenter cross-sectional study among adults with diabetes in rural South Africa. J Eval Clin Pract 2024; 30:1261-1271. [PMID: 38838035 DOI: 10.1111/jep.14035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 04/18/2024] [Accepted: 05/19/2024] [Indexed: 06/07/2024]
Abstract
BACKGROUND Diabetes is a complex health condition requiring medical therapy and lifestyle modifications to attain treatment targets. Previous studies have not fully explored factors associated with adherence to medication, diets and physical activity recommendations among individuals living with diabetes in rural South Africa. We examined the association between knowledge, health belief and adherence to medication, dietary, and physical activity recommendations and explored self-reported reasons for non-adherence. METHODS This cross-sectional study was conducted among 399 individuals living with diabetes recruited over 12 weeks from six randomly selected primary healthcare centres in rural South Africa. Sociodemographic and clinical data were obtained by self-report. Health beliefs, knowledge, and adherence were assessed using validated measures. Descriptive and inferential statistics were carried out. RESULTS The majority (81.7%) of the participants were females, with a mean age of 62 ± 11 years. Only 39% reported adhering to their prescribed medication regimen, 25% reported adhering to dietary recommendations, and 32% reported adhering to physical activity recommendations. The most cited reasons for non-adherence were lack of access to (n = 64) and cost of drugs (n = 50), perceived high costs of healthy diets (n = 243), and lack of time (n = 181) for physical activity. Level of education was an independent predictor of medication adherence [odds ratio, OR = 2.02 (95% confidence interval, CI: 1.20-3.40)] while diabetes knowledge was independently associated with both medications [OR = 3.04 (95% CI: 1.78-45.12)]; and physical activity adherence [OR = 2.92 (95% CI: 1.04-2.96). Positive health belief was independently associated with adherence to medications [OR = 1.72 (95% CI: 1.15-2.57) and dietary recommendations [OR = 1.75 (95% CI: 1.04-2.96)]. CONCLUSION Adherence to three important self-care practices, medication, diet, and physical activity, was suboptimal in this study setting. Socioeconomic reasons and access barriers were significant drivers of non-adherence, while increased knowledge and positive health beliefs were potential facilitators. Efforts to improve medication adherence and foster engagement in healthy lifestyle behaviours must consider patients' knowledge and health beliefs. Primary healthcare providers should create awareness on the importance of adherence on health outcomes for people with diabetes. Likewise, efforts to increase the availability and affordability of medications for socioeconomically disadvantaged populations should be prioritised by the key health stakeholders.
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Affiliation(s)
- Eyitayo O Owolabi
- Center for Disease Prevention and Health Promotion, Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, Arizona, USA
- Department of Nursing, University of Fort Hare, East London, South Africa
| | - Anthony Idowu Ajayi
- Sexual, Reproductive, Maternal, New-born, Child and Adolescent Health (SRMNCAH) Unit, Africa Population and Health Research Center, Nairobi, Kenya
- Department of Sociology, University of Fort Hare, East London, South Africa
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Sekgala MD, Sewpaul R, Kengne AP, Mchiza Z, Peer N. Clinical utility of novel anthropometric indices in identifying type 2 diabetes mellitus among South African adult females. BMC Public Health 2024; 24:2676. [PMID: 39350188 PMCID: PMC11443908 DOI: 10.1186/s12889-024-20168-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Accepted: 09/23/2024] [Indexed: 10/04/2024] Open
Abstract
AIM To assess the clinical utility of novel anthropometric indices and other traditional anthropometric indices in identifying the risk of type 2 diabetes mellitus (T2D) among South African adult females. METHODS In the first South African National Health and Nutrition Examination Survey (SANHANES-1), traditional [body mass index (BMI), waist circumference (WC), waist-to-hip ratio (WHR), and waist-to-height ratio (WHtR)] and novel [a-body shape index (ABSI), abdominal volume index (AVI), body adiposity index (BAI), body roundness index (BRI), conicity index (CI), and Clínica Universidad de Navarra-Body Adiposity Estimator (CUN-BAE)] anthropometric indices were assessed. T2D was diagnosed using glycated haemoglobin (HbA1c) ≥ 6.5% among participants without known T2D. Basic statistics and multiple regression analyses were explored the association between anthropometric indices and newly diagnosed T2D. Receiver operating characteristic (ROC) curve analysis was used to measure the predictive ability of both traditional and novel indices. RESULTS Among 2 623 participants, 384 (14.6%) had newly diagnosed T2D. All anthropometric indices mean values were significantly higher among participants with T2D (most p < 0.001). Higher mean values increased T2D odds e.g., in the model adjusted for age, employment, residence, and population group, odds ratio (OR) and 95% confidence interval (CI) for T2D with some of anthropometric indices were: 1.86 (1.60-2.15) for WC, 1.84 (1.59-2.13) for WHtR, 1.73 (1.51-1.99) for AVI, 1.71 (1.49-1.96) for BRI and 1.86 (1.57-2.20) for CUN-BAE. The top quartile for all indices had the highest T2D odds (p < 0.05). These outcomes were the highest for WC, AVI, and CUN-BAE and remained so even after removing the confounding effects of age, employment, population group, and residence. Based on the ROC analysis, none of the anthropometrical indices performed excellently (i.e., had an area under the curve [AUC] > 0.80). The WC, WHtR, AVI, BRI, and CUN-BAE, however, performed acceptably (AUCs 0.70-0.79), while also exhibiting corresponding cutoff values of 86.65 cm, 0.57, 15.52, 3.83, and 38.35, respectively. CONCLUSIONS The data shows that traditional and novel anthropometric indices similarly identifying newly diagnosed T2D among adult South African females. We recommend the continuing the use of traditional indices, as they are affordable and easy to use in our setting.
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Affiliation(s)
- Machoene Derrick Sekgala
- Non-communicable Diseases Research Unit, South African Medical Research Council, Durban and Cape Town, South Africa.
| | - Ronel Sewpaul
- Public Health, Societies and Belonging, Human Sciences Research Council, Pretoria, South Africa
- Department of Health Promotion, Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, Netherlands
| | - Andre P Kengne
- Non-communicable Diseases Research Unit, South African Medical Research Council, Durban and Cape Town, South Africa
- Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Zandile Mchiza
- Non-communicable Diseases Research Unit, South African Medical Research Council, Durban and Cape Town, South Africa
- School of Public Health, University of the Western Cape, Bellville, 7535, South Africa
| | - Nasheeta Peer
- Non-communicable Diseases Research Unit, South African Medical Research Council, Durban and Cape Town, South Africa
- Department of Medicine, University of Cape Town, Cape Town, South Africa
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Johnson LCM, Khan SH, Ali MK, Galaviz KI, Waseem F, Ordóñez CE, Siedner MJ, Nyatela A, Marconi VC, Lalla-Edward ST. Understanding barriers and facilitators to integrated HIV and hypertension care in South Africa. Implement Sci Commun 2024; 5:87. [PMID: 39090730 PMCID: PMC11295645 DOI: 10.1186/s43058-024-00625-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 07/27/2024] [Indexed: 08/04/2024] Open
Abstract
BACKGROUND The burden of hypertension among people with HIV is high, particularly in low-and middle-income countries, yet gaps in hypertension screening and care in these settings persist. This study aimed to identify facilitators of and barriers to hypertension screening, treatment, and management among people with HIV in primary care clinics in Johannesburg, South Africa. Additionally, different stakeholder groups were included to identify discordant perceptions. METHODS Using a cross-sectional study design, data were collected via interviews (n = 53) with people with HIV and hypertension and clinic managers and focus group discussions (n = 9) with clinic staff. A qualitative framework analysis approach guided by COM-B and the Theoretical Domains Framework were used to identify and compare determinants of hypertension care across stakeholder groups. RESULTS Data from clinic staff and managers generated three themes characterizing facilitators of and barriers to the adoption and implementation of hypertension screening and treatment: 1) clinics have limited structural and operational capacity to support the implementation of integrated care models, 2) education and training on chronic care guidelines is inconsistent and often lacking across clinics, and 3) clinicians have the goal of enhancing chronic care within their clinics but first need to advocate for health system characteristics that will sustainably support integrated care. Patient data generated three themes characterizing existing facilitators of and barriers to clinic attendance and chronic disease self-management: 1) the threat of hypertension-related morbidity and mortality as a motivator for lifestyle change, 2) the emotional toll of clinic's logistical, staff, and resource challenges, and 3) hypertension self-management as a patchwork of informational and support sources. The main barriers to hypertension screening, treatment, and management were related to environmental resources and context (i.e., lack of enabling resources and siloed flow of clinic operations) and patients' knowledge and emotions (i.e., lack of awareness about hypertension risk, fear, and frustration). Clinical actors and patients differed in perceived need to prioritize HIV versus hypertension care. CONCLUSIONS The convergence of multi-stakeholder data highlight key areas for improvement, where tailored implementation strategies targeting motivations of clinic staff and capacity of patients may address challenges to hypertension screening, treatment, and management recognized across groups.
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Affiliation(s)
- Leslie C M Johnson
- Department of Family and Preventive Medicine, School of Medicine, Emory University, 1518 Clifton Rd, 30322, Atlanta, GA, USA.
| | - Suha H Khan
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, 1518 Clifton Rd, 30322, Atlanta, GA, USA
| | - Mohammed K Ali
- Department of Family and Preventive Medicine, School of Medicine, Emory Global Diabetes Research Center, Woodruff Health Sciences Center, Emory University, 1518 Clifton Rd, 30322, Atlanta, GA, USA
| | - Karla I Galaviz
- Applied Health Science, School of Public Health-Bloomington, Indiana University, 1025 E. Seventh Street, Suite 111, Bloomington, IN, 47405, USA
| | - Fatima Waseem
- Center for the Study of Human Health, College of Arts and Sciences, Emory University, 1518 Clifton Rd, 30322, Atlanta, GA, USA
| | - Claudia E Ordóñez
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, 1518 Clifton Rd, 30322, Atlanta, GA, USA
| | - Mark J Siedner
- Harvard Medical School, Harvard University , Africa Health Research Institute, 55 Fruit St, Boston, MA, 02114, USA
| | - Athini Nyatela
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Vincent C Marconi
- Division of Infectious Diseases, Emory University School of Medicine, Emory University, 1518 Clifton Rd, 30322, Atlanta, GA, USA
| | - Samanta T Lalla-Edward
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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Masuku SD, Brennan AT, Vetter B, Venter F, Mtshazo B, Sokhela S, Mashabane N, Kao K, Meyer-Rath G. The cost of adding rapid screening for diabetes, hypertension, and COVID-19 to COVID-19 vaccination queues in Johannesburg, South Africa. BMC Public Health 2024; 24:1900. [PMID: 39014354 PMCID: PMC11251297 DOI: 10.1186/s12889-024-19253-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 06/24/2024] [Indexed: 07/18/2024] Open
Abstract
BACKGROUND Non-communicable diseases (NCDs) are responsible for 51% of total mortality in South Africa, with a rising burden of hypertension (HTN) and diabetes mellitus (DM). Incorporating NCDs and COVID-19 screening into mass activities such as COVID-19 vaccination programs could offer significant long-term benefits for early detection interventions. However, there is limited knowledge of the associated costs and resources required. We evaluated the cost of integrating NCD screening and COVID-19 antigen rapid diagnostic testing (Ag-RDT) into a COVID-19 vaccination program. METHODS We conducted a prospective cost analysis at three public sector primary healthcare clinics and one academic hospital in Johannesburg, South Africa, conducting vaccinations. Participants were assessed for eligibility and recruited during May-Dec 2022. Costs were estimated from the provider perspective using a bottom-up micro-costing approach and reported in 2022 USD. RESULTS Of the 1,376 enrolled participants, 240 opted in to undergo a COVID-19 Ag-RDT, and none tested positive for COVID-19. 138 (10.1%) had elevated blood pressure, with 96 (70%) having no prior HTN diagnosis. 22 (1.6%) were screen-positive for DM, with 12 (55%) having no prior diagnosis. The median cost per person screened for NCDs was $1.70 (IQR: $1.38-$2.49), respectively. The average provider cost per person found to have elevated blood glucose levels and blood pressure was $157.99 and $25.19, respectively. Finding a potentially new case of DM and HTN was $289.65 and $36.21, respectively. For DM and DM + HTN screen-positive participants, diagnostic tests were the main cost driver, while staff costs were the main cost driver for DM- and HTN screen-negative and HTN screen-positive participants. The median cost per Ag-RDT was $5.95 (IQR: $5.55-$6.25), with costs driven mainly by test kit costs. CONCLUSIONS We show the cost of finding potentially new cases of DM and HTN in a vaccine queue, which is an essential first step in understanding the feasibility and resource requirements for such initiatives. However, there is a need for comparative economic analyses that include linkage to care and retention data to fully understand this cost and determine whether opportunistic screening should be added to general mass health activities.
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Affiliation(s)
- Sithabiso D Masuku
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Unit 2, 39 Empire Road, Parktown Johannesburg, Johannesburg, 2193, South Africa.
| | - Alana T Brennan
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Unit 2, 39 Empire Road, Parktown Johannesburg, Johannesburg, 2193, South Africa
- Department of Global Health, Boston University School of Public Health, Boston, MA, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | | | - Francois Venter
- Wits Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Bukelwa Mtshazo
- Wits Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Simiso Sokhela
- Wits Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Nkuli Mashabane
- Wits Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Gesine Meyer-Rath
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Unit 2, 39 Empire Road, Parktown Johannesburg, Johannesburg, 2193, South Africa
- Department of Global Health, Boston University School of Public Health, Boston, MA, USA
- DSI-NRF Centre of Excellence in Epidemiological Modelling and Analysis (SACEMA), Stellenbosch University, Stellenbosch, South Africa
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Odayar J, Rusch J, Dave JA, Van Der Westhuizen DJ, Mukonda E, Lesosky M, Myer L. Transfers between health facilities of people living with diabetes attending primary health care services in the Western Cape Province of South Africa: A retrospective cohort study. Trop Med Int Health 2024; 29:489-498. [PMID: 38514897 PMCID: PMC11147718 DOI: 10.1111/tmi.13990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2024]
Abstract
OBJECTIVES Transfers between health facilities of people living with HIV attending primary health care (PHC) including hospital to PHC facility, PHC facility to hospital and PHC facility to PHC facility transfers occur frequently, affect health service planning, and are associated with disengagement from care and viraemia. Data on transfers among people living with diabetes attending PHC, particularly transfers between PHC facilities, are few. We assessed the transfer incidence rate of people living with diabetes attending PHC, and the association between transfers between PHC facilities and subsequent HbA1c values. METHODS We analysed data on HbA1c tests at public sector facilities in the Western Cape Province (2016-March 2020). Individuals with an HbA1c in 2016-2017 were followed-up for 27 months and included in the analysis if ≥18 years at first included HbA1c, ≥2 HbA1cs during follow-up and ≥1 HbA1c at a PHC facility. A visit interval was the duration between two consecutive HbA1cs. Successive HbA1cs at different facilities of any type indicated any transfer, and HbA1cs at different PHC facilities indicated a transfer between PHC facilities. Mixed effects logistic regression adjusted for sex, age, rural/urban facility attended at the start of the visit interval, disengagement (visit interval >14 months) and a hospital visit during follow-up assessed the association between transfers between PHC facilities and HbA1c >8%. RESULTS Among 102,813 participants, 22.6% had ≥1 transfer of any type. Including repeat transfers, there were 29,994 transfers (14.4 transfers per 100 person-years, 95% confidence interval [CI] 14.3-14.6). A total of 6996 (30.1%) of those who transferred had a transfer between PHC facilities. Visit intervals with a transfer between PHC facilities were longer (349 days, interquartile range [IQR] 211-503) than those without any transfer (330 days, IQR 182-422). The adjusted relative odds of an HbA1c ≥8% after a transfer between PHC facilities versus no transfer were 1.20 (95% CI 1.05-1.37). CONCLUSION The volume of transfers involving PHC facilities requires consideration when planning services. Individuals who transfer between PHC facilities require additional monitoring and support.
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Affiliation(s)
- Jasantha Odayar
- Division of Epidemiology & Biostatistics, School of Public Health, University of Cape Town, Cape Town, South Africa
| | - Jody Rusch
- Division of Chemical Pathology, Department of Pathology, University of Cape Town, Cape Town, South Africa
- National Health Laboratory Service, Groote Schuur Hospital, Cape Town, South Africa
| | - Joel A Dave
- Division of Endocrinology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Diederick J Van Der Westhuizen
- Division of Chemical Pathology, Department of Pathology, University of Cape Town, Cape Town, South Africa
- National Health Laboratory Service, Groote Schuur Hospital, Cape Town, South Africa
| | - Elton Mukonda
- Division of Epidemiology & Biostatistics, School of Public Health, University of Cape Town, Cape Town, South Africa
| | - Maia Lesosky
- Division of Epidemiology & Biostatistics, School of Public Health, University of Cape Town, Cape Town, South Africa
- Department of Clinical Medicine, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Landon Myer
- Division of Epidemiology & Biostatistics, School of Public Health, University of Cape Town, Cape Town, South Africa
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Abdul-Samed AB, Peprah EB, Jahan Y, Reichenberger V, Balabanova D, Mirzoev T, Lawson H, Odei E, Antwi E, Agyepong I. Exploring the path to optimal diabetes care by unravelling the contextual factors affecting access, utilisation, and quality of primary health care in West Africa: A scoping review protocol. PLoS One 2024; 19:e0294917. [PMID: 38768121 PMCID: PMC11104679 DOI: 10.1371/journal.pone.0294917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 11/13/2023] [Indexed: 05/22/2024] Open
Abstract
BACKGROUND The prevalence of diabetes in West Africa is increasing, posing a major public health threat. An estimated 24 million Africans have diabetes, with rates in West Africa around 2-6% and projected to rise 129% by 2045 according to the WHO. Over 90% of cases are Type 2 diabetes (IDF, World Bank). As diabetes is ambulatory care sensitive, good primary care is crucial to reduce complications and mortality. However, research on factors influencing diabetes primary care access, utilisation and quality in West Africa remains limited despite growing disease burden. While research has emphasised diabetes prevalence and risk factors in West Africa, there remains limited evidence on contextual influences on primary care. This scoping review aims to address these evidence gaps. METHODS AND ANALYSIS Using the established methodology by Arksey and O'Malley, this scoping review will undergo six stages. The review will adopt the Preferred Reporting Items for Systematic Reviews and Meta-Analysis Extension for Scoping Review (PRISMA-ScR) guidelines to ensure methodological rigour. We will search four electronic databases and search through grey literature sources to thoroughly explore the topic. The identified articles will undergo thorough screening. We will collect data using a standardised data extraction form that covers study characteristics, population demographics, and study methods. The study will identify key themes and sub-themes related to primary healthcare access, utilisation, and quality. We will then analyse and summarise the data using a narrative synthesis approach. RESULTS The findings and conclusive report will be finished and sent to a peer-reviewed publication within six months. CONCLUSION This review protocol aims to systematically examine and assess the factors that impact the access, utilisation, and standard of primary healthcare services for diabetes in West Africa.
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Affiliation(s)
| | | | - Yasmin Jahan
- London School of Hygiene & Tropical Medicine, London, United Kingdom
| | | | - Dina Balabanova
- London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Tolib Mirzoev
- London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Henry Lawson
- Ghana College of Physicians and Surgeons, Accra, Ghana
| | - Eric Odei
- Korle Bu Teaching Hospital, Accra, Ghana
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Fraser HL, Feldhaus I, Edoka IP, Wade AN, Kohli-Lynch CN, Hofman K, Verguet S. Extended cost-effectiveness analysis of interventions to improve uptake of diabetes services in South Africa. Health Policy Plan 2024; 39:253-267. [PMID: 38252592 DOI: 10.1093/heapol/czae001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 12/07/2023] [Accepted: 01/16/2024] [Indexed: 01/24/2024] Open
Abstract
The rising prevalence of diabetes in South Africa (SA), coupled with significant levels of unmet need for diagnosis and treatment, results in high rates of diabetes-associated complications. Income status is a determinant of utilization of diagnosis and treatment services, with transport costs and loss of wages being key barriers to care. A conditional cash transfer (CCT) programme, targeted to compensate for such costs, may improve service utilization. We applied extended cost-effectiveness analysis (ECEA) methods and used a Markov model to compare the costs, health benefits and financial risk protection (FRP) attributes of a CCT programme. A population was simulated, drawing from SA-specific data, which transitioned yearly through various health states, based on specific probabilities obtained from local data, over a 45-year time horizon. Costs and disability-adjusted life years (DALYs) were applied to each health state. Three CCT programme strategies were simulated and compared to a 'no programme' scenario: (1) covering diagnosis services only; (2) covering treatment services only; (3) covering both diagnosis and treatment services. Cost-effectiveness was reported as incremental net monetary benefit (INMB) using a cost-effectiveness threshold of USD3015 per DALY for SA, while FRP outcomes were reported as catastrophic health expenditure (CHE) cases averted. Distributions of the outcomes were reported by income quintile and sex. Covering both diagnosis and treatment services for the bottom two quintiles resulted in the greatest INMB (USD22 per person) and the greatest CHE cases averted. There were greater FRP benefits for women compared to men. A CCT programme covering diabetes diagnosis and treatment services was found to be cost-effective, when provided to the poorest 40% of the SA population. ECEA provides a useful platform for including equity considerations to inform priority setting and implementation policies in SA.
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Affiliation(s)
- Heather L Fraser
- Health Economics and Health Technology Assessment, School of Health and Wellbeing, University of Glasgow, Clarice Pears Building (Level 3), 90 Byres Road, United Kingdom
- SA MRC/Centre for Health Economics and Decision Science-PRICELESS SA, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, 27 St Andrews Road, Johannesburg 2193, South Africa
| | - Isabelle Feldhaus
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Ijeoma P Edoka
- Health Economics and Epidemiology Research Office, Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, 32 Princess of Wales Terrace, Johannesburg 2193, South Africa
- School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, 27 St Andrews Road, Johannesburg 2193, South Africa
| | - Alisha N Wade
- MRC/Wits Rural Public Health and Health Transitions Research Unit, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, 27 St Andrews Road, Johannesburg 2193, South Africa
- Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Boulevard, Philadelphia, PA 19104, United States
| | - Ciaran N Kohli-Lynch
- SA MRC/Centre for Health Economics and Decision Science-PRICELESS SA, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, 27 St Andrews Road, Johannesburg 2193, South Africa
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, 680 N. Lake Shore Drive, Chicago, IL 60611, United States
| | - Karen Hofman
- SA MRC/Centre for Health Economics and Decision Science-PRICELESS SA, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, 27 St Andrews Road, Johannesburg 2193, South Africa
| | - Stéphane Verguet
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
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Johnson LF, Kassanjee R, Folb N, Bennett S, Boulle A, Levitt NS, Curran R, Bobrow K, Roomaney RA, Bachmann MO, Fairall LR. A model-based approach to estimating the prevalence of disease combinations in South Africa. BMJ Glob Health 2024; 9:e013376. [PMID: 38388163 PMCID: PMC10884267 DOI: 10.1136/bmjgh-2023-013376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 11/12/2023] [Indexed: 02/24/2024] Open
Abstract
BACKGROUND The development of strategies to better detect and manage patients with multiple long-term conditions requires estimates of the most prevalent condition combinations. However, standard meta-analysis tools are not well suited to synthesising heterogeneous multimorbidity data. METHODS We developed a statistical model to synthesise data on associations between diseases and nationally representative prevalence estimates and applied the model to South Africa. Published and unpublished data were reviewed, and meta-regression analysis was conducted to assess pairwise associations between 10 conditions: arthritis, asthma, chronic obstructive pulmonary disease (COPD), depression, diabetes, HIV, hypertension, ischaemic heart disease (IHD), stroke and tuberculosis. The national prevalence of each condition in individuals aged 15 and older was then independently estimated, and these estimates were integrated with the ORs from the meta-regressions in a statistical model, to estimate the national prevalence of each condition combination. RESULTS The strongest disease associations in South Africa are between COPD and asthma (OR 14.6, 95% CI 10.3 to 19.9), COPD and IHD (OR 9.2, 95% CI 8.3 to 10.2) and IHD and stroke (OR 7.2, 95% CI 5.9 to 8.4). The most prevalent condition combinations in individuals aged 15+ are hypertension and arthritis (7.6%, 95% CI 5.8% to 9.5%), hypertension and diabetes (7.5%, 95% CI 6.4% to 8.6%) and hypertension and HIV (4.8%, 95% CI 3.3% to 6.6%). The average numbers of comorbidities are greatest in the case of COPD (2.3, 95% CI 2.1 to 2.6), stroke (2.1, 95% CI 1.8 to 2.4) and IHD (1.9, 95% CI 1.6 to 2.2). CONCLUSION South Africa has high levels of HIV, hypertension, diabetes and arthritis, by international standards, and these are reflected in the most prevalent condition combinations. However, less prevalent conditions such as COPD, stroke and IHD contribute disproportionately to the multimorbidity burden, with high rates of comorbidity. This modelling approach can be used in other settings to characterise the most important disease combinations and levels of comorbidity.
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Affiliation(s)
- Leigh F Johnson
- Centre for Infectious Disease Epidemiology and Research (CIDER), University of Cape Town, Cape Town, South Africa
| | - Reshma Kassanjee
- Centre for Infectious Disease Epidemiology and Research (CIDER), University of Cape Town, Cape Town, South Africa
| | | | | | - Andrew Boulle
- Centre for Infectious Disease Epidemiology and Research (CIDER), University of Cape Town, Cape Town, South Africa
- Department of Health, Western Cape Provincial Government, Cape Town, South Africa
| | - Naomi S Levitt
- Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Robyn Curran
- Knowledge Translation Unit, University of Cape Town, Cape Town, Western Cape, South Africa
| | - Kirsty Bobrow
- Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Rifqah A Roomaney
- Burden of Disease Research Unit, South African Medical Research Council, Cape Town, Western Cape, South Africa
| | - Max O Bachmann
- Norwich Medical School, University of East Anglia, Faculty of Medicine and Health Sciences, Norwich, UK
| | - Lara R Fairall
- Knowledge Translation Unit, University of Cape Town, Cape Town, Western Cape, South Africa
- King's Global Health Institute, King's College London, London, UK
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Johnson LCM, Khan SH, Ali MK, Galaviz KI, Waseem F, Ordóñez CE, Siedner MJ, Nyatela A, Marconi VC, Lalla-Edward ST. Understanding Barriers and Facilitators to Integrated HIV and Hypertension Care in South Africa. RESEARCH SQUARE 2024:rs.3.rs-3885096. [PMID: 38352385 PMCID: PMC10862953 DOI: 10.21203/rs.3.rs-3885096/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/16/2024]
Abstract
Background The burden of hypertension among people with HIV is high, particularly in low-and middle-income countries, yet gaps in hypertension screening and care in these settings persist. The objective of this study was to identify facilitators of and barriers to hypertension screening, treatment, and management among people with HIV seeking treatment in primary care clinics in Johannesburg, South Africa. Methods Using a cross-sectional study design, data were collected via interviews (n = 53) with people with HIV and hypertension and clinic managers and focus group discussions (n = 9) with clinic staff. A qualitative framework analysis approach guided by the Theoretical Domains Framework was used to identify and compare determinants of hypertension care across different stakeholder groups. Results Data from clinic staff and managers generated three themes characterizing facilitators of and barriers to the adoption and implementation of hypertension screening and treatment: 1) clinics have limited structural and operational capacity to support the implementation of integrated care models, 2) education and training on chronic care guidelines is inconsistent and often lacking across clinics, and 3) clinicians have the goal of enhancing chronic care within their clinics but first need to advocate for health system characteristics that will sustainably support integrated care. Patient data generated three themes characterizing existing facilitators of and barriers to clinic attendance and chronic disease self-management: 1) the threat of hypertension-related morbidity and mortality as a motivator for lifestyle change, 2) the emotional toll of clinic's logistical, staff, and resource challenges, and 3) hypertension self-management as a patchwork of informational and support sources. The main barriers to hypertension screening, treatment, and management were related to environmental resources and context (i.e., lack of enabling resources and siloed flow of clinic operations) the patients' knowledge and emotions (i.e., lack of awareness about hypertension risk, fear, and frustration). Clinical actors and patients differed in perceived need to prioritize HIV versus hypertension care. Conclusions The convergence of multi-stakeholder data regarding barriers to hypertension screening, treatment, and management highlight key areas for improvement, where tailored implementation strategies may address challenges recognized by each stakeholder group.
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Manne-Goehler J, Rahim N, van Empel E, de Vlieg R, Chamberlin G, Ihama A, Castle A, Mabweazara S, Venter WDF, Chandiwana N, Levitt NS, Siedner M. Perceptions of Health, Body Size, and Nutritional Risk Factors for Obesity in People with HIV in South Africa. AIDS Behav 2024; 28:367-375. [PMID: 37632604 PMCID: PMC10841992 DOI: 10.1007/s10461-023-04152-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/26/2023] [Indexed: 08/28/2023]
Abstract
Metabolic disease is increasing in people with HIV (PWH) in South Africa, but little is known about self-perceptions of body size, health, and nutritional behavior in this population. We performed a cross-sectional analysis of individual-level data from the 2016 South Africa Demographic and Health Survey. This survey measured HIV serostatus and body mass index (BMI). We categorized participants into six BMI groups: 18.5-22 kg/m2, 22-25 kg/m2, 25-27.5 kg/m2, 27.5-30 kg/m2, 30-35 kg/m2, and ≥ 35 kg/m2 and stratified them by HIV serostatus. Our outcomes were self-reported (1) body size and (2) health status among all participants, and intake of (3) chips and (4) sugar-sweetened beverages (SSB) in PWH. We described these metrics and used multivariable regression to evaluate the relationship between the nutritional behaviors and BMI ≥ 25 kg/m2 in PWH only, adjusting for age, sex, educational attainment, and household wealth quintile. Of 6138 participants, 1163 (19.7%) were PWH. Among PWH, < 10% with a BMI 25-30 kg/m2, < 20% with a BMI 30-35 kg/m2 and < 50% with a BMI ≥ 35 kg/m2 self-reported as overweight or obese. PWH reported being in poor health at higher rates than those without HIV at each BMI category except ≥ 35 kg/m2. In adjusted models, SSB consumption was associated with BMI ≥ 25 kg/m2 (1.13 [1.01-1.25], t-statistic = 2.14, p = 0.033) in PWH. Perceptions of body size may challenge efforts to prevent weight gain in PWH in South Africa. SSB intake reduction should be further explored as a modifiable risk factor for obesity.
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Affiliation(s)
- Jennifer Manne-Goehler
- Medical Practice Evaluation Center and Division of Infectious Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
- Division of Infectious Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
- MRC/Wits Rural Public Health and Heath Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa.
| | - Nicholas Rahim
- Medical Practice Evaluation Center and Division of Infectious Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Eva van Empel
- Foundation for General Practitioner Training, UMC Utrecht, Utrecht, The Netherlands
| | - Rebecca de Vlieg
- Foundation for General Practitioner Training, Maastricht University, Eindhoven, The Netherlands
| | - Grace Chamberlin
- University of North Carolina - Chapel Hill, Chapel Hill, NC, USA
| | | | - Alison Castle
- Medical Practice Evaluation Center and Division of Infectious Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Africa Health Research Institute, Kwazulu-Natal, South Africa
| | | | - Willem D F Venter
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Nomathemba Chandiwana
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Naomi S Levitt
- Chronic Disease Initiative for Africa, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Mark Siedner
- Medical Practice Evaluation Center and Division of Infectious Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Africa Health Research Institute, Kwazulu-Natal, South Africa
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Brennan AT, Lauren E, Bor J, George JA, Chetty K, Mlisana K, Dai A, Khoza S, Rosen S, Stokes AC, Raal F, Hibberd P, Alexanian SM, Fox MP, Crowther NJ. Gaps in the type 2 diabetes care cascade: a national perspective using South Africa's National Health Laboratory Service (NHLS) database. BMC Health Serv Res 2023; 23:1452. [PMID: 38129852 PMCID: PMC10740239 DOI: 10.1186/s12913-023-10318-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 11/14/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND Research out of South Africa estimates the total unmet need for care for those with type 2 diabetes mellitus (diabetes) at 80%. We evaluated the care cascade using South Africa's National Health Laboratory Service (NHLS) database and assessed if HIV infection impacts progression through its stages. METHODS The cohort includes patients from government facilities with their first glycated hemoglobin A1c (HbA1c) or plasma glucose (fasting (FPG); random (RPG)) measured between January 2012 to March 2015 in the NHLS. Lab-diagnosed diabetes was defined as HbA1c ≥ 6.5%, FPG ≥ 7.0mmol/l, or RPG ≥ 11.1mmol/l. Cascade stages post diagnosis were retention-in-care and glycaemic control (defined as an HbA1c < 7.0% or FPG < 8.0mmol/l or RPG < 10.0mmol/l) over 24-months. We estimated gaps at each stage nationally and by people living with HIV (PLWH) and without (PLWOH). RESULTS Of the 373,889 patients tested for diabetes, 43.2% had an HbA1c or blood glucose measure indicating a diabetes diagnosis. Amongst those with lab-diagnosed diabetes, 30.9% were retained-in-care (based on diabetes labs) and 8.7% reached glycaemic control by 24-months. Prevalence of lab-diagnosed diabetes in PLWH was 28.6% versus 47.3% in PLWOH. Among those with lab-diagnosed diabetes, 34.3% of PLWH were retained-in-care versus 30.3% PLWOH. Among people retained-in-care, 33.8% of PLWH reached glycaemic control over 24-months versus 28.6% of PLWOH. CONCLUSIONS In our analysis of South Africa's NHLS database, we observed that 70% of patients diagnosed with diabetes did not maintain in consistent diabetes care, with fewer than 10% reaching glycemic control within 24 months. We noted a disparity in diabetes prevalence between PLWH and PLWOH, potentially linked to different screening methods. These differences underscore the intricacies in care but also emphasize how HIV care practices could guide better management of chronic diseases like diabetes. Our results underscore the imperative for specialized strategies to bolster diabetes care in South Africa.
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Affiliation(s)
- Alana T Brennan
- Department of Global Health, Boston University School of Public Health, Boston, MA, USA.
- Health Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA.
| | - Evelyn Lauren
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Jacob Bor
- Department of Global Health, Boston University School of Public Health, Boston, MA, USA
- Health Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Jaya A George
- Wits Diagnostic Innovation Hub, University of the Witwatersrand, Johannesburg, South Africa
| | - Kamy Chetty
- National Health Laboratory Service, Johannesburg, South Africa
| | - Koleka Mlisana
- Academic Affairs, Research & Quality Assurance, National Health Laboratory Service, Johannesburg, South Africa
| | - Andrew Dai
- Department of Mathematics and Statistics, Boston University, Boston, USA
| | - Siyabonga Khoza
- National Health Laboratory Service, Johannesburg, South Africa
- Department of Chemical Pathology, University of the Witwatersrand, Faculty of Health Sciences, Johannesburg, South Africa
| | - Sydney Rosen
- Department of Global Health, Boston University School of Public Health, Boston, MA, USA
- Health Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Andrew C Stokes
- Department of Global Health, Boston University School of Public Health, Boston, MA, USA
| | - Frederick Raal
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Patricia Hibberd
- Department of Global Health, Boston University School of Public Health, Boston, MA, USA
| | | | - Matthew P Fox
- Department of Global Health, Boston University School of Public Health, Boston, MA, USA
- Health Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Nigel J Crowther
- National Health Laboratory Service, Johannesburg, South Africa
- Department of Chemical Pathology, University of the Witwatersrand, Faculty of Health Sciences, Johannesburg, South Africa
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Madela SLM, Harriman NW, Sewpaul R, Mbewu AD, Williams DR, Sifunda S, Manyaapelo T, Nyembezi A, Reddy SP. Area-level deprivation and individual-level socioeconomic correlates of the diabetes care cascade among black south africans in uMgungundlovu, KwaZulu-Natal, South Africa. PLoS One 2023; 18:e0293250. [PMID: 38079422 PMCID: PMC10712896 DOI: 10.1371/journal.pone.0293250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 10/09/2023] [Indexed: 12/18/2023] Open
Abstract
South Africa is experiencing a rapidly growing diabetes epidemic that threatens its healthcare system. Research on the determinants of diabetes in South Africa receives considerable attention due to the lifestyle changes accompanying South Africa's rapid urbanization since the fall of Apartheid. However, few studies have investigated how segments of the Black South African population, who continue to endure Apartheid's institutional discriminatory legacy, experience this transition. This paper explores the association between individual and area-level socioeconomic status and diabetes prevalence, awareness, treatment, and control within a sample of Black South Africans aged 45 years or older in three municipalities in KwaZulu-Natal. Cross-sectional data were collected on 3,685 participants from February 2017 to February 2018. Individual-level socioeconomic status was assessed with employment status and educational attainment. Area-level deprivation was measured using the most recent South African Multidimensional Poverty Index scores. Covariates included age, sex, BMI, and hypertension diagnosis. The prevalence of diabetes was 23% (n = 830). Of those, 769 were aware of their diagnosis, 629 were receiving treatment, and 404 had their diabetes controlled. Compared to those with no formal education, Black South Africans with some high school education had increased diabetes prevalence, and those who had completed high school had lower prevalence of treatment receipt. Employment status was negatively associated with diabetes prevalence. Black South Africans living in more deprived wards had lower diabetes prevalence, and those residing in wards that became more deprived from 2001 to 2011 had a higher prevalence diabetes, as well as diabetic control. Results from this study can assist policymakers and practitioners in identifying modifiable risk factors for diabetes among Black South Africans to intervene on. Potential community-based interventions include those focused on patient empowerment and linkages to care. Such interventions should act in concert with policy changes, such as expanding the existing sugar-sweetened beverage tax.
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Affiliation(s)
| | - Nigel Walsh Harriman
- Social and Behavioral Sciences Department, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
| | - Ronel Sewpaul
- Human and Social Capabilities Division, Human Sciences Research Council, Cape Town, South Africa
| | - Anthony David Mbewu
- Department of Internal Medicine, Sefako Makgatho Health Sciences University, Ga-Rankuwa, South Africa
| | - David R Williams
- Social and Behavioral Sciences Department, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
- Department of African and American Studies, Harvard University, Cambridge, Massachusetts, United States of America
| | - Sibusiso Sifunda
- Human and Social Capabilities Division, Human Sciences Research Council, Cape Town, South Africa
| | | | - Anam Nyembezi
- School of Public Health, University of the Western Cape, Cape Town, South Africa
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Brennan AT, Vetter B, Masuku SD, Mtshazo B, Mashabane N, Sokhela S, Venter WD, Kao K, Meyer-Rath G. Integration of point-of-care screening for type 2 diabetes mellitus and hypertension into the COVID-19 vaccine programme in Johannesburg, South Africa. BMC Public Health 2023; 23:2291. [PMID: 37986070 PMCID: PMC10662646 DOI: 10.1186/s12889-023-17190-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 11/08/2023] [Indexed: 11/22/2023] Open
Abstract
BACKGROUND South Africa grapples with a substantial burden of non-communicable diseases (NCDs), particularly type 2 diabetes (diabetes) and hypertension. However, these conditions are often underdiagnosed and poorly managed, further exacerbated by the strained primary healthcare (PHC) system and the disruptive impact of the COVID-19 pandemic. Integrating NCD screening with large-scale healthcare initiatives, such as COVID-19 vaccination campaigns, offers a potential solution, especially in low- and middle-income countries (LMICs). We investigated the feasibility and effectiveness of this integration. METHODS A prospective cohort study was conducted at four government health facilities in Johannesburg, South Africa. NCD screening was incorporated into the COVID-19 vaccination campaign. Participants underwent COVID-19 rapid tests, blood glucose checks, blood pressure assessments, and anthropometric measurements. Those with elevated blood glucose or blood pressure values received referrals for diagnostic confirmation at local PHC centers. RESULTS Among 1,376 participants screened, the overall diabetes prevalence was 4.1%, combining previously diagnosed cases and newly identified elevated blood glucose levels. Similarly, the hypertension prevalence was 19.4%, comprising pre-existing diagnoses and newly detected elevated blood pressure cases. Notably, 46.1% of participants displayed waist circumferences indicative of metabolic syndrome, more prevalent among females. Impressively, 7.8% of all participants screened were potentially newly diagnosed with diabetes or hypertension. Approximately 50% of individuals with elevated blood glucose or blood pressure successfully linked to follow-up care within four weeks. CONCLUSION Our study underscores the value of utilizing even brief healthcare interactions as opportunities for screening additional health conditions, thereby aiding the identification of previously undiagnosed cases. Integrating NCD screenings into routine healthcare visits holds promise, especially in resource-constrained settings. Nonetheless, concerted efforts to strengthen care linkage are crucial for holistic NCD management and control. These findings provide actionable insights for addressing the NCD challenge and improving healthcare delivery in LMICs.
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Affiliation(s)
- Alana T Brennan
- Department of Global Health, Boston University School of Public Health, Boston, MA, USA.
- Health Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA.
| | | | - Sithabiso D Masuku
- Health Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Bukelwa Mtshazo
- Wits Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Nkuli Mashabane
- Wits Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Simiso Sokhela
- Wits Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Willem Df Venter
- Wits Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Gesine Meyer-Rath
- Department of Global Health, Boston University School of Public Health, Boston, MA, USA
- Health Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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14
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Mhlaba L, Mpanya D, Tsabedze N. HbA1c control in type 2 diabetes mellitus patients with coronary artery disease: a retrospective study in a tertiary hospital in South Africa. FRONTIERS IN CLINICAL DIABETES AND HEALTHCARE 2023; 4:1258792. [PMID: 38028982 PMCID: PMC10645148 DOI: 10.3389/fcdhc.2023.1258792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 10/16/2023] [Indexed: 12/01/2023]
Abstract
Background Type 2 diabetes mellitus (T2DM) patients with coronary artery disease (CAD) have an increased risk of recurrent cardiovascular events. These patients require optimal glucose control to prevent the progression of atherosclerotic cardiovascular disease (ASCVD). Contemporary guidelines recommend an HbA1c ≤7% to mitigate this risk. The aim of this study was to evaluate HbA1c control in T2DM patients with angiographically proven ASCVD. Methods We conducted a cross-sectional, retrospective study on consecutive T2DM patients with acute and chronic coronary syndromes managed in a tertiary academic hospital in South Africa. Glycaemic control was assessed by evaluating the glycated haemoglobin (HbA1c) level measured at index presentation with acute and chronic coronary syndromes and during the most recent follow-up visit. Results The study population comprised 262 T2DM patients with a mean age of 61.3 ± 10.4 years. At index presentation, 110 (42.0%) T2DM patients presented with ST-segment elevation myocardial infarction, 69 (26.3%) had non-ST-segment elevation myocardial infarction, 43 (16.4%) had unstable angina, and 40 (15.3%) had stable angina. After a median duration of 16.5 months (IQR: 7-29), 28.7% of the study participants had an HbA1c ≤7%. On multivariable logistic regression analysis, females were less likely to have poor glycaemic control (HbA1c above 7%) [odds ratio (OR): 0.42, 95% confidence interval (CI): 0.19-0.95, p=0.038]. Also, T2DM patients prescribed metformin monotherapy (OR: 0.34, 95% CI: 0.14-0.82, p=0.017) and patients with ST-segment depression on the electrocardiogram (OR: 0.39, 95% CI: 0.16-0.96, p=0.041) were less likely to have poor glycaemic control. Conclusion After a median duration of 16.5 months, only 28.7% of T2DM patients with CAD had an HbA1c ≤7%. This finding underscores the substantial unmet need for optimal diabetes control in this very high-risk group.
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15
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Singh U, Olivier S, Cuadros D, Castle A, Moosa Y, Zulu T, Edwards JA, Kim HY, Gunda R, Koole O, Surujdeen A, Gareta D, Munatsi D, Modise TH, Dreyer J, Nxumalo S, Smit TK, Ordering-Jespersen G, Mpofana IB, Khan K, Sikhosana ZEL, Moodley S, Shen YJ, Khoza T, Mhlongo N, Bucibo S, Nyamande K, Baisley KJ, Grant AD, Herbst K, Seeley J, Pillay D, Hanekom W, Ndung'u T, Siedner MJ, Tanser F, Wong EB. The met and unmet health needs for HIV, hypertension, and diabetes in rural KwaZulu-Natal, South Africa: analysis of a cross-sectional multimorbidity survey. Lancet Glob Health 2023; 11:e1372-e1382. [PMID: 37591585 PMCID: PMC10447220 DOI: 10.1016/s2214-109x(23)00239-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 05/10/2023] [Accepted: 05/11/2023] [Indexed: 08/19/2023]
Abstract
BACKGROUND The convergence of infectious diseases and non-communicable diseases in South Africa is challenging to health systems. In this analysis, we assessed the multimorbidity health needs of individuals and communities in rural KwaZulu-Natal and established a framework to quantify met and unmet health needs for individuals living with infectious and non-communicable diseases. METHODS We analysed data collected between May 25, 2018, and March 13, 2020, from participants of a large, community-based, cross-sectional multimorbidity survey (Vukuzazi) that offered community-based HIV, hypertension, and diabetes screening to all residents aged 15 years or older in a surveillance area in the uMkhanyakude district in KwaZulu-Natal, South Africa. Data from the Vukuzazi survey were linked with data from demographic and health surveillance surveys with a unique identifier common to both studies. Questionnaires were used to assess the diagnosed health conditions, treatment history, general health, and sociodemographic characteristics of an individual. For each condition (ie, HIV, hypertension, and diabetes), individuals were defined as having no health needs (absence of condition), met health needs (condition that is well controlled), or one or more unmet health needs (including diagnosis, engagement in care, or treatment optimisation). We analysed met and unmet health needs for individual and combined conditions and investigated their geospatial distribution. FINDINGS Of 18 041 participants who completed the survey (12 229 [67·8%] were female and 5812 [32·2%] were male), 9898 (54·9%) had at least one of the three chronic diseases measured. 4942 (49·9%) of these 9898 individuals had at least one unmet health need (1802 [18·2%] of 9898 needed treatment optimisation, 1282 [13·0%] needed engagement in care, and 1858 [18·8%] needed a diagnosis). Unmet health needs varied by disease; 1617 (93·1%) of 1737 people who screened positive for diabetes, 2681 (58·2%) of 4603 people who screened positive for hypertension, and 1321 (21·7%) of 6096 people who screened positive for HIV had unmet health needs. Geospatially, met health needs for HIV were widely distributed and unmet health needs for all three conditions had specific sites of concentration; all three conditions had an overlapping geographical pattern for the need for diagnosis. INTERPRETATION Although people living with HIV predominantly have a well controlled condition, there is a high burden of unmet health needs for people living with hypertension and diabetes. In South Africa, adapting current, widely available HIV care services to integrate non-communicable disease care is of high priority. FUNDING Fogarty International Center and the National Institutes of Health, the Bill & Melinda Gates Foundation, the South African Department of Science and Innovation, the South African Medical Research Council, the South African Population Research Infrastructure Network, and the Wellcome Trust. TRANSLATION For the isiZulu translation of the abstract see Supplementary Materials section.
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Affiliation(s)
- Urisha Singh
- Africa Health Research Institute, KwaZulu-Natal, South Africa; Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Stephen Olivier
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - Diego Cuadros
- Digital Epidemiology Laboratory, Digital Futures, University of Cincinnati, Cincinnati, OH, USA
| | - Alison Castle
- Africa Health Research Institute, KwaZulu-Natal, South Africa; Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Harvard University, Boston, MA, USA
| | - Yumna Moosa
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - Thando Zulu
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - Jonathan Alex Edwards
- International Institute for Rural Health, University of Lincoln, Lincoln, UK; Department of Biostatistics and Bioinformatics, Rollins School of Public Health and Department of Biomedical Informatics, Emory University School of Medicine, Emory University, Atlanta, GA, USA
| | - Hae-Young Kim
- Department of Population Health, New York University Grossman School of Medicine, New York University, New York, NY, USA
| | - Resign Gunda
- Africa Health Research Institute, KwaZulu-Natal, South Africa; School of Nursing and Public Health, University of KwaZulu-Natal, Durban, South Africa
| | - Olivier Koole
- Africa Health Research Institute, KwaZulu-Natal, South Africa; London School of Hygiene and Tropical Medicine, London, UK
| | | | - Dickman Gareta
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - Day Munatsi
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | | | - Jaco Dreyer
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | | | - Theresa K Smit
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | | | | | - Khadija Khan
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | | | - Sashen Moodley
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - Yen-Ju Shen
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - Thandeka Khoza
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - Ngcebo Mhlongo
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - Sanah Bucibo
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - Kennedy Nyamande
- Department of Pulmonology and Critical Care, Inkosi Albert Luthuli Hospital, Durban, South Africa
| | - Kathy J Baisley
- Africa Health Research Institute, KwaZulu-Natal, South Africa; London School of Hygiene and Tropical Medicine, London, UK
| | - Alison D Grant
- Africa Health Research Institute, KwaZulu-Natal, South Africa; London School of Hygiene and Tropical Medicine, London, UK; School of Public Health, University of Witwatersrand, Johannesburg, South Africa
| | - Kobus Herbst
- Africa Health Research Institute, KwaZulu-Natal, South Africa; Department of Science and Innovation, Medical Research Council, South African Population Research Infrastructure, Durban, South Africa
| | - Janet Seeley
- Africa Health Research Institute, KwaZulu-Natal, South Africa; School of Nursing and Public Health, University of KwaZulu-Natal, Durban, South Africa; London School of Hygiene and Tropical Medicine, London, UK
| | - Deenan Pillay
- Africa Health Research Institute, KwaZulu-Natal, South Africa; Division of Infection and Immunity, University College London, London, UK
| | - Willem Hanekom
- Africa Health Research Institute, KwaZulu-Natal, South Africa; Division of Infection and Immunity, University College London, London, UK
| | - Thumbi Ndung'u
- Africa Health Research Institute, KwaZulu-Natal, South Africa; Ragon Institute, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Harvard University, Boston, MA, USA; Division of Infection and Immunity, University College London, London, UK; HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Durban, South Africa
| | - Mark J Siedner
- Africa Health Research Institute, KwaZulu-Natal, South Africa; Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa; School of Clinical Medicine, University of KwaZulu-Natal, Durban, South Africa; Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, USA
| | - Frank Tanser
- Africa Health Research Institute, KwaZulu-Natal, South Africa; School of Nursing and Public Health, University of KwaZulu-Natal, Durban, South Africa; College of Health Sciences, and Centre for the AIDS Programme of Research in South Africa, University of KwaZulu-Natal, Durban, South Africa; International Institute for Rural Health, University of Lincoln, Lincoln, UK; School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch, South Africa
| | - Emily B Wong
- Africa Health Research Institute, KwaZulu-Natal, South Africa; Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, AL, USA.
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Mfinanga SG. Access to comprehensive services for HIV and non-communicable diseases in sub-Saharan Africa. Lancet Glob Health 2023; 11:e1317-e1318. [PMID: 37591570 DOI: 10.1016/s2214-109x(23)00262-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 05/31/2023] [Indexed: 08/19/2023]
Affiliation(s)
- Sayoki G Mfinanga
- National Institute for Medical Research, Muhimbili Centre, Dar es Salaam, Tanzania; Institute for Global Health, University College London, London WC1N 1EH, UK; Alliance for Africa Health and Research, Dar es Salaam, Tanzania.
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17
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Ntuli S, Letswalo DM. Diabetic foot and lower limb amputations at central, provincial and tertiary hospitals-underscores the need for organised foot health services at primary healthcare level. Foot (Edinb) 2023; 56:102039. [PMID: 37244198 DOI: 10.1016/j.foot.2023.102039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 04/13/2023] [Accepted: 05/06/2023] [Indexed: 05/29/2023]
Abstract
BACKGROUND Diabetic foot amputations are a devastating outcome for any diabetic patient. They are associated with various risk factors, including failure to risk stratify the diabetic foot. Early risk stratification could lower foot complications risk at the primary healthcare level (PHC). In the Republic of South Africa (RSA), PHC clinics are the first entry point to the public healthcare system. Failure to correctly identify, risk categorise, and refer diabetic foot complications at this level may lead to poor clinical outcomes for diabetic patients. This study looks at the incidence of diabetic-related amputations at central and tertiary hospitals in Gauteng to highlight the case of the needed foot health services at the PHC level. METHODS A cross-sectional retrospective study that reviewed prospectively collected theatre records database of all patients who underwent a diabetic-related foot and lower limb amputation between January 2017 and June 2019. Inferential and descriptive statistics were performed, and patient demographics, risk factors and type of amputation were reviewed. RESULTS There were 1862 diabetic-related amputations in the period under review. Most patients (98 %) came from a poor socioeconomic background earning ZAR 0.00-70 000.00 (USD 0.00-4754.41) per annum. Most amputations, 62 % were in males, and the majority, 71 % of amputations, were in patients younger than 65. The first amputation was major in 73 % of the cases, and an infected foot ulcer was a primary amputation cause in 75 % of patients. CONCLUSION Amputations are a sign of poor clinical outcomes for diabetic patients. Due to the hierarchal nature of healthcare delivery in RSA, diabetic-related foot amputations could imply inadequate care of or access to diabetic foot complications at the PHC level in RSA. A lack of access to structured foot health services at PHC levels impedes early identification of foot complication identification and appropriate referral resulting in amputation in some of the patients.
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Affiliation(s)
- Simiso Ntuli
- Department of Podiatry, Faculty of Health Sciences, University of Johannesburg, P O Box 524 Auckland Park 2006, Gauteng, South Africa.
| | - Dimakatso Maria Letswalo
- Gauteng Department of Health, Dr George Mukhari Academic Hospital, 3111 Setlogelo Drive, Ga-Rankuwa Unit 2, Ga-Rankuwa, 0208, Pretoria, South Africa
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18
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Kone N, Cassim N, Maposa I, George JA. Diabetic control and compliance using glycated haemoglobin (HbA1C) testing guidelines in public healthcare facilities of Gauteng province, South Africa. PLoS One 2023; 18:e0278789. [PMID: 37585388 PMCID: PMC10431606 DOI: 10.1371/journal.pone.0278789] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 08/02/2023] [Indexed: 08/18/2023] Open
Abstract
OBJECTIVE This study aimed at evaluating diabetic control and compliance with testing guidelines, across healthcare facilities of Gauteng Province, South Africa, as well as factors associated with time to achieve control. South Africa's estimated total unmet need for care for patients with type 2 diabetes mellitus is 80%. RESEARCH DESIGN, METHODS AND FINDINGS The data of 511 781 patients were longitudinally evaluated. Results were reported by year, age category, race, sex, facility and test types. HbA1C of ≤7% was reported as normal, >7 - ≤9% as poor control and >9% as very poor control. The chi-squared test was used to assess the association between a first-ever HbA1C status and variables listed above. The Kaplan-Meier analysis was used to assess probability of attaining control among those who started with out-of-control HbA1C. The extended Cox regression model assessed the association between time to attaining HbA1C control from date of treatment initiation and several covariates. We reported hazard ratios, 95% confidence intervals and p-values. Data is reported for 511 781 patients with 705 597 laboratory results. Poorly controlled patients constituted 51.5%, with 29.6% classified as very poor control. Most poorly controlled patients had only one test over the entire study period. Amongst those who started with poor control status and had at least two follow-up measurements, the likelihood of achieving good control was higher in males (adjusted Hazard Ratio (aHR) = 1.16; 95% CI:1.12-1.20; p<0.001) and in those attending care at hospitals (aHR = 1.99; 95% CI:1.92-2.06; p<0.001). CONCLUSION This study highlights poor adherence to guidelines for diabetes monitoring.
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Affiliation(s)
- Ngalulawa Kone
- Department of Chemical Pathology, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
- National Health Laboratory Service (NHLS), Johannesburg, South Africa
| | - Naseem Cassim
- National Health Laboratory Service (NHLS), Johannesburg, South Africa
- Department of Molecular Medicine and Haematology, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
| | - Innocent Maposa
- Division of Epidemiology and Biostatistics, School of Public Health, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
- Division of Epidemiology and Biostatistics, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Jaya Anna George
- Department of Chemical Pathology, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
- National Health Laboratory Service (NHLS), Johannesburg, South Africa
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19
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Brennan AT, Vetter B, Majam M, T. Msolomba V, Venter F, Carmona S, Kao K, Gordon A, Meyer-Rath G. Integration of point-of-care screening for type 2 diabetes mellitus and hypertension with COVID-19 rapid antigen screening in Johannesburg, South Africa. PLoS One 2023; 18:e0287794. [PMID: 37418394 PMCID: PMC10328308 DOI: 10.1371/journal.pone.0287794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 06/13/2023] [Indexed: 07/09/2023] Open
Abstract
AIMS We sought to evaluate the yield and linkage-to-care for diabetes and hypertension screening alongside a study assessing the use of rapid antigen tests for COVID-19 in taxi ranks in Johannesburg, South Africa. METHODS Participants were recruited from Germiston taxi rank. We recorded results of blood glucose (BG), blood pressure (BP), waist circumference, smoking status, height, and weight. Participants who had elevated BG (fasting ≥7.0; random ≥11.1mmol/L) and/or BP (diastolic ≥90 and systolic ≥140mmHg) were referred to their clinic and phoned to confirm linkage. RESULTS 1169 participants were enrolled and screened for elevated BG and elevated BP. Combining participants with a previous diagnosis of diabetes (n = 23, 2.0%; 95% CI:1.3-2.9%) and those that had an elevated BG measurement (n = 60, 5.2%; 95% CI:4.1-6.6%) at study enrollment, we estimated an overall indicative prevalence of diabetes of 7.1% (95% CI:5.7-8.7%). When combining those with known hypertension at study enrollment (n = 124, 10.6%; 95% CI:8.9-12.5%) and those with elevated BP (n = 202; 17.3%; 95% CI:15.2-19.5%), we get an overall prevalence of hypertension of 27.9% (95% CI:25.4-30.1%). Only 30.0% of those with elevated BG and 16.3% of those with elevated BP linked-to-care. CONCLUSION By opportunistically leveraging existing COVID-19 screening in South Africa to screen for diabetes and hypertension, 22% of participants received a potential new diagnosis. We had poor linkage-to-care following screening. Future research should evaluate options for improving linkage-to-care, and evaluate the large-scale feasibility of this simple screening tool.
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Affiliation(s)
- Alana T. Brennan
- Department of Global Health, Boston University School of Public Health, Boston, MA, United States of America
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg, South Africa
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, United States of America
| | | | - Mohammed Majam
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Vanessa T. Msolomba
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Francois Venter
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | | | | | - Adena Gordon
- Department of Global Health, Boston University School of Public Health, Boston, MA, United States of America
| | - Gesine Meyer-Rath
- Department of Global Health, Boston University School of Public Health, Boston, MA, United States of America
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg, South Africa
- South African DSI-NRF Centre of Excellence in Epidemiological Modelling and Analysis (SACEMA), Stellenbosch University, Stellenbosch, South Africa
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20
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Islam MT, Bruce M, Alam K. Cascade of diabetes care in Bangladesh, Bhutan and Nepal: identifying gaps in the screening, diagnosis, treatment and control continuum. Sci Rep 2023; 13:10285. [PMID: 37355725 PMCID: PMC10290703 DOI: 10.1038/s41598-023-37519-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 06/22/2023] [Indexed: 06/26/2023] Open
Abstract
Diabetes has become a major cause of morbidity and mortality in South Asia. Using the data from the three STEPwise approach to Surveillance (STEPS) surveys conducted in Bangladesh, Bhutan, and Nepal during 2018-2019, this study tried to quantify the gaps in diabetes screening, awareness, treatment, and control in these three South Asian countries. Diabetes care cascade was constructed by decomposing the population with diabetes (diabetes prevalence) in each country into five mutually exclusive and exhaustive categories: (1) unscreened and undiagnosed, (2) screened but undiagnosed, (3) diagnosed but untreated, (4) treated but uncontrolled, (5) treated and controlled. In Bangladesh, Bhutan, and Nepal, among the participants with diabetes, 14.7%, 35.7%, and 4.9% of the participants were treated and controlled, suggesting that 85.3%, 64.3%, and 95.1% of the diabetic population had unmet need for care, respectively. Multivariable logistic regression models were used to explore factors associated with awareness of the diabetes diagnosis. Common influencing factors for awareness of the diabetes diagnosis for Bangladesh and Nepal were living in urban areas [Bangladesh-adjusted odd ratio (AOR):2.1; confidence interval (CI):1.2, 3.6, Nepal-AOR:6.2; CI:1.9, 19.9].
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Affiliation(s)
- Md Tauhidul Islam
- Murdoch Business School, Murdoch University, Perth, WA, 6150, Australia.
| | - Mieghan Bruce
- School of Veterinary Medicine and Centre for Biosecurity and One Health, Harry Butler Institute, Murdoch University, Perth, WA, 6150, Australia
| | - Khurshid Alam
- Murdoch Business School, Murdoch University, Perth, WA, 6150, Australia
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21
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Te V, Chhim S, Buffel V, Van Damme W, van Olmen J, Ir P, Wouters E. Evaluation of Diabetes Care Performance in Cambodia Through the Cascade-of-Care Framework: Cross-Sectional Study. JMIR Public Health Surveill 2023; 9:e41902. [PMID: 37347529 DOI: 10.2196/41902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 03/28/2023] [Accepted: 05/08/2023] [Indexed: 06/23/2023] Open
Abstract
BACKGROUND Cambodia has seen an increase in the prevalence of type 2 diabetes (T2D) over the last 10 years. Three main care initiatives for T2D are being scaled up in the public health care system across the country: hospital-based care, health center-based care, and community-based care. To date, no empirical study has systematically assessed the performance of these care initiatives across the T2D care continuum in Cambodia. OBJECTIVE This study aimed to assess the performance of the 3 care initiatives-individually or in coexistence-and determine the factors associated with the failure to diagnose T2D in Cambodia. METHODS We used a cascade-of-care framework to assess the T2D care continuum. The cascades were generated using primary data from a cross-sectional population-based survey conducted in 2020 with 5072 individuals aged ≥40 years. The survey was conducted in 5 operational districts (ODs) selected based on the availability of the care initiatives. Multiple logistic regression analysis was used to identify the factors associated with the failure to diagnose T2D. The significance level of P<.05 was used as a cutoff point. RESULTS Of the 5072 individuals, 560 (11.04%) met the definition of a T2D diagnosis (fasting blood glucose level ≥126 mg/dL and glycated hemoglobin level ≥6.5%). Using the 560 individuals as the fixed denominator, the cascade displayed substantial drops at the testing and control stages. Only 63% (353/560) of the participants had ever tested their blood glucose level in the last 3 years, and only 10.7% (60/560) achieved blood glucose level control with the cutoff point of glycated hemoglobin level <8%. The OD hosting the coexistence of care displayed the worst cascade across all bars, whereas the OD with hospital-based care had the best cascade among the 5 ODs. Being aged 40 to 49 years, male, and in the poorest category of the wealth quintile were factors associated with the undiagnosed status. CONCLUSIONS The unmet needs for T2D care in Cambodia were large, particularly in the testing and control stages, indicating the need to substantially improve early detection and management of T2D in the country. Rapid scale-up of T2D care components at public health facilities to increase the chances of the population with T2D of being tested, diagnosed, retained in care, and treated, as well as of achieving blood glucose level control, is vital in the health system. Specific population groups susceptible to being undiagnosed should be especially targeted for screening through active community outreach activities. Future research should incorporate digital health interventions to evaluate the effectiveness of the T2D care initiatives longitudinally with more diverse population groups from various settings based on routine data vital for integrated care. TRIAL REGISTRATION International Standard Randomized Controlled Trials Number (ISRCTN) ISRCTN41932064; https://www.isrctn.com/ISRCTN41932064. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/36747.
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Affiliation(s)
- Vannarath Te
- School of Public Health, National Institute of Public Health, Phnom Penh, Cambodia
- Health Policy Unit, Department of Public Health, Institute of Tropical Medicine (Antwerp), Antwerp, Belgium
- Department of Family Medicine and Population Health, University of Antwerp, Antwerp, Belgium
| | - Srean Chhim
- School of Public Health, National Institute of Public Health, Phnom Penh, Cambodia
- Technical Office, National Institute of Public Health, Phnom Penh, Cambodia
| | - Veerle Buffel
- Centre for Population, Family & Health, Department of Sociology, University of Antwerp, Antwerp, Belgium
| | - Wim Van Damme
- Health Policy Unit, Department of Public Health, Institute of Tropical Medicine (Antwerp), Antwerp, Belgium
| | - Josefien van Olmen
- Department of Family Medicine and Population Health, University of Antwerp, Antwerp, Belgium
| | - Por Ir
- School of Public Health, National Institute of Public Health, Phnom Penh, Cambodia
- Technical Office, National Institute of Public Health, Phnom Penh, Cambodia
| | - Edwin Wouters
- Centre for Population, Family & Health, Department of Sociology, University of Antwerp, Antwerp, Belgium
- Centre for Health Systems Research & Development, University of the Free State, Bloemfontein, South Africa
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22
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Sadhai P, Coetzee A, Conradie-Smit M, Greyling CJ, van Gruting R, du Toit I, Lubbe J, van de Vyver M, Conradie M. Nutritional deficiency in South African adults scheduled for bariatric surgery. Front Endocrinol (Lausanne) 2023; 14:1120531. [PMID: 37293490 PMCID: PMC10246427 DOI: 10.3389/fendo.2023.1120531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Accepted: 03/20/2023] [Indexed: 06/10/2023] Open
Abstract
Background Globally, there is a rising trend in obesity, known to increase morbidity and mortality. Metabolic surgery and adequate weight loss decrease mortality but may worsen pre-existing nutrient deficiencies. Most data on pre-existing nutritional deficiencies in the population undergoing metabolic surgery is from the developed world, where an extensive micronutrient assessment is achievable. In resource-constrained environments, the cost of a comprehensive micronutrient assessment must be weighed against the prevalence of nutritional deficiencies and the potential harm if one or more nutritional deficiencies are missed. Methods This cross-sectional study investigated the prevalence of micronutrient and vitamin deficiencies in participants scheduled to undergo metabolic surgery in Cape Town, South Africa, a low-middle income country. 157 participants were selected and 154 reported on; who underwent a baseline evaluation from 12 July 2017 to 19 July 2020. Laboratory measurements were conducted, including vitamin B12 (Vit B12), 25-hydroxy vitamin D (25(OH)D), folate, parathyroid hormone (PTH), thyroid-stimulating hormone (TSH), thyroxine (T4), ferritin, glycated haemoglobin (HbA1c), magnesium, phosphate, albumin, iron, and calcium. Results Participants were predominantly female, aged 45 years (37-51), with a preoperative BMI of 50.4 kg/m2 (44.6-56.5). A total of 64 individuals had Type 2 diabetes mellitus (T2D), with 28 undiagnosed cases at study entry (18% of study population). 25(OH)D deficiency was most prevalent (57%), followed by iron deficiency (44%), and folate deficiency (18%). Other deficiencies (vitamin B12, calcium, magnesium, phosphate) were rarely encountered and affected ≤1% of participants. Folate and 25(OH)D deficiency were related to obesity classification, with a higher prevalence in participants with a BMI ≥40 kg/m2 (p <0.01). Conclusion A higher prevalence of some micronutrient deficiencies was noted compared with data from similar populations in the developed world. The minimum baseline/preoperative nutrient evaluation in such populations should include 25(OH)D, iron studies, and folate. Additionally, screening for T2D is recommended. Future efforts should seek to collate broader patient data on a national scale and include longitudinal surveillance after surgery. This may provide a more holistic picture of the relationship between obesity, metabolic surgery and micronutrient status inform more appropriate evidence-based care.
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Affiliation(s)
- Prabash Sadhai
- Tygerberg Hospital, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Ankia Coetzee
- Tygerberg Hospital, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- Division of Endocrinology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Marli Conradie-Smit
- Tygerberg Hospital, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- Division of Endocrinology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - C. J. Greyling
- Specialist Physician & Endocrinologist, Durbanville Mediclinic and Kuilsriver Netcare Hospital, Cape Town, South Africa
| | - Rutger van Gruting
- Tygerberg Hospital, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Inge du Toit
- Department of Surgical Sciences, Division of Surgery, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Jeanne Lubbe
- Department of Surgical Sciences, Division of Surgery, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Mari van de Vyver
- Division of Clinical Pharmacology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Magda Conradie
- Tygerberg Hospital, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- Division of Endocrinology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
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23
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Garrib A, Njim T, Adeyemi O, Moyo F, Halloran N, Luo H, Wang D, Okebe J, Bates K, Santos VS, Ramaiya K, Jaffar S. Retention in care for type 2 diabetes management in Sub-Saharan Africa: A systematic review. Trop Med Int Health 2023; 28:248-261. [PMID: 36749181 PMCID: PMC10947597 DOI: 10.1111/tmi.13859] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
OBJECTIVE Diabetes prevalence has risen rapidly in Sub-Saharan Africa, but rates of retention in diabetes care are poorly understood. We conducted a systematic review and meta-analysis to determine rates of retention in care of persons with type 2 diabetes. METHODS We searched MEDLINE, Global Health and CINAHL online databases for cohort studies and randomised control trials (RCTs) published up to 12 October 2021, that reported retention in or attrition from care for patients with type 2 diabetes in Sub-Saharan Africa. Retention was defined as persons diagnosed with diabetes who were alive and in care or with a known outcome, while attrition was defined as loss from care. RESULTS From 6559 articles identified, after title and abstract screening, 209 articles underwent full text review. Forty six papers met the inclusion criteria, comprising 22,610 participants. Twenty one articles were of RCTs of which 8 trials had 1 year or more of follow-up and 25 articles were of non-randomised studies of which 19 had 12 months or more of follow-up. A total of 11 studies (5 RCTs and 6 non-randomised) were assessed to be of good quality. Sixteen RCTs were done in secondary or tertiary care settings. Their pooled retention rate (95% CI) was 80% (77%, 84%) in the control arm. Four RCTs had been done in primary care settings and their pooled retention rate (95% CI) was 53% (45%, 62%) in the control arm. The setting of one trial was unclear. For non-randomised studies, retention rates (95% CI) were 68% (62%, 75%) among 19 studies done in secondary and tertiary care settings, and 40% (33%, 49%) among the 6 studies done in primary care settings. CONCLUSION Rates of retention in care of people living with diabetes are poor in primary care research settings.
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Affiliation(s)
- Anupam Garrib
- Department of Clinical SciencesLiverpool School of Tropical MedicineLiverpoolUK
| | - Tsi Njim
- Department of International Public HealthLiverpool School of Tropical MedicineLiverpoolUK
| | - Olukemi Adeyemi
- Department of International Public HealthLiverpool School of Tropical MedicineLiverpoolUK
| | - Faith Moyo
- Department of International Public HealthLiverpool School of Tropical MedicineLiverpoolUK
| | - Natalie Halloran
- Department of International Public HealthLiverpool School of Tropical MedicineLiverpoolUK
| | - Huanyuan Luo
- Department of International Public HealthLiverpool School of Tropical MedicineLiverpoolUK
| | - Duolao Wang
- Department of Clinical SciencesLiverpool School of Tropical MedicineLiverpoolUK
| | - Joseph Okebe
- Department of International Public HealthLiverpool School of Tropical MedicineLiverpoolUK
| | - Katie Bates
- Department of International Public HealthLiverpool School of Tropical MedicineLiverpoolUK
- Department of Medical Statistics, Informatics and Health EconomicsMedical University of InnsbruckInnsbruckAustria
| | - Victor Santana Santos
- Department of MedicineFederal University of SergipeLagartoBrazil
- Health Science Graduate ProgramFederal University of SergipeAracajuBrazil
| | | | - Shabbar Jaffar
- UCL Institute for Global HealthUniversity College LondonLondonUK
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Singh U, Olivier S, Cuadros D, Castle A, Moosa Y, Edwards JA, Kim HY, Siedner MJ, Tanser F, Wong EB. Quantifying met and unmet health needs for HIV, hypertension and diabetes in rural KwaZulu-Natal, South Africa. RESEARCH SQUARE 2023:rs.3.rs-2702048. [PMID: 36993494 PMCID: PMC10055615 DOI: 10.21203/rs.3.rs-2702048/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/14/2023]
Abstract
The convergence of infectious and non-communicable diseases (NCDs) in South Africa poses a challenge to health systems. Here we establish a framework to quantify met and unmet health needs for individuals living with infectious and NCDs. In this study, we screened adult residents >15 years of age within the uMkhanyakude district in KwaZulu- Natal, South Africa for HIV, hypertension (HPTN) and diabetes mellitus (DM). For each condition, individuals were defined as having no unmet health needs (absence of condition), met health need (condition that is well controlled), or one or more unmet health needs (including diagnosis, engagement in care, or treatment optimization). We analyzed met and unmet health needs for individual and combined conditions and investigated their geospatial distribution. We found that of 18,041 participants, 9,898 (55%) had at least one chronic condition. 4,942 (50%) of these individuals had at least one unmet health need (18% needed treatment optimization, 13% needed engagement in care, and 19% needed diagnosis). Unmet health needs varied by disease: 93% of people with DM, 58% of people with HPTN and 21% of people with HIV had unmet health needs. Geospatially, met health needs for HIV were widely distributed, unmet health needs had specific sites of concentration whilst the need for diagnosis for all three conditions was co-located. Whilst people living with HIV are predominantly well-controlled, there is a high burden of unmet health needs for people living with HPTN and DM. Adaptation of HIV models of care to integrate HIV and NCD services is of high priority.
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Affiliation(s)
- Urisha Singh
- Africa Health Research Institute, KwaZulu-Natal, South Africa
- Nelson R Mandela School of Medicine; University of KwaZulu-Natal, Durban, SA
| | - Stephen Olivier
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - Diego Cuadros
- Digital Epidemiology Laboratory, Digital Futures, University of Cincinnati, USA
| | - Alison Castle
- Africa Health Research Institute, KwaZulu-Natal, South Africa
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Yumna Moosa
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - Jonathan Alex Edwards
- International Institute for Rural Health, University of Lincoln, Lincolnshire, UK
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA, USA
- Department of Biomedical Informatics, Emory University School of Medicine, Emory University, Atlanta, GA, USA
| | - Hae-Young Kim
- Department of Population Health, New York University Grossman School of Medicine, NY, USA
| | - Mark J Siedner
- Africa Health Research Institute, KwaZulu-Natal, South Africa
- Nelson R Mandela School of Medicine; University of KwaZulu-Natal, Durban, SA
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, USA
- School of Clinical Medicine, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Frank Tanser
- Africa Health Research Institute, KwaZulu-Natal, South Africa
- International Institute for Rural Health, University of Lincoln, Lincolnshire, UK
- School of Nursing and Public Health, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, South Africa
| | - Emily B Wong
- Africa Health Research Institute, KwaZulu-Natal, South Africa
- Division of Infectious Diseases, University of Alabama Birmingham, Birmingham, AL, USA
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25
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Micklesfield LK, Munthali R, Agongo G, Asiki G, Boua P, Choma SS, Crowther NJ, Fabian J, Gómez-Olivé FX, Kabudula C, Maimela E, Mohamed SF, Nonterah EA, Raal FJ, Sorgho H, Tluway FD, Wade AN, Norris SA, Ramsay M. Identifying the prevalence and correlates of multimorbidity in middle-aged men and women: a cross-sectional population-based study in four African countries. BMJ Open 2023; 13:e067788. [PMID: 36918238 PMCID: PMC10016250 DOI: 10.1136/bmjopen-2022-067788] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 02/15/2023] [Indexed: 03/16/2023] Open
Abstract
OBJECTIVES To determine the prevalence of multimorbidity, to identify which chronic conditions cluster together and to identify factors associated with a greater risk for multimorbidity in sub-Saharan Africa (SSA). DESIGN Cross-sectional, multicentre, population-based study. SETTING Six urban and rural communities in four sub-Saharan African countries. PARTICIPANTS Men (n=4808) and women (n=5892) between the ages of 40 and 60 years from the AWI-Gen study. MEASURES Sociodemographic and anthropometric data, and multimorbidity as defined by the presence of two or more of the following conditions: HIV infection, cardiovascular disease, chronic kidney disease, asthma, diabetes, dyslipidaemia, hypertension. RESULTS Multimorbidity prevalence was higher in women compared with men (47.2% vs 35%), and higher in South African men and women compared with their East and West African counterparts. The most common disease combination at all sites was dyslipidaemia and hypertension, with this combination being more prevalent in South African women than any single disease (25% vs 21.6%). Age and body mass index were associated with a higher risk of multimorbidity in men and women; however, lifestyle correlates such as smoking and physical activity were different between the sexes. CONCLUSIONS The high prevalence of multimorbidity in middle-aged adults in SSA is of concern, with women currently at higher risk. This prevalence is expected to increase in men, as well as in the East and West African region with the ongoing epidemiological transition. Identifying common disease clusters and correlates of multimorbidity is critical to providing effective interventions.
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Affiliation(s)
- Lisa K Micklesfield
- SAMRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Richard Munthali
- SAMRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Godfred Agongo
- Department of Biochemistry and Forensic Sciences, School of Chemical and Biochemical Sciences, C.K. Tedam University of Technology and Applied Sciences, Navrongo, Ghana
- Navrongo Health Research Centre, Ghana Health Service, Accra, Ghana
| | - Gershim Asiki
- African Population and Health Research Center, Nairobi, Kenya
| | - Palwende Boua
- Clinical Research Unit of Nanoro, Institut de Recherche en Sciences de la Santé, Ouagadougou, Burkina Faso
- Sydney Brenner Institute of Molecular Bioscience, University of the Witwatersrand, Johannesburg, South Africa
| | - Solomon Sr Choma
- Department of Public Health, University of Limpopo, Sovenga, South Africa
| | - Nigel J Crowther
- Department of Chemical Pathology, National Health Laboratory Service, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - June Fabian
- Wits Donald Gordon Medical Centre, University of the Witwatersrand, Johannesburg, South Africa
| | - Francesc Xavier Gómez-Olivé
- South African Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Chodziwadziwa Kabudula
- South African Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Eric Maimela
- Department of Public Health, University of Limpopo, Sovenga, South Africa
| | - Shukri F Mohamed
- Health and Systems for Health, African Population and Health Research Center, Nairobi, Kenya
| | - Engelbert A Nonterah
- Navrongo Health Research Centre, Ghana Health Service, Accra, Ghana
- Julius Global Health, Julius Centre for Health Sciences and Primary Care, Utrecht University, Utrecht, The Netherlands
| | - Frederick J Raal
- Department of Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Hermann Sorgho
- Institut de Recherche en Sciences de la Santé, Ouagadougou, Burkina Faso
| | - Furahini D Tluway
- Sydney Brenner Institute for Molecular Bioscience, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Alisha N Wade
- South African Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Shane A Norris
- SAMRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- School of Human Development and Health, University of Southampton, Southampton, UK
| | - Michele Ramsay
- Sydney Brenner Institute for Molecular Bioscience, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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Payne CF, Liwin LK, Wade AN, Houle B, Du Toit JD, Flood D, Manne-Goehler J. Impact of diabetes on longevity and disability-free life expectancy among older South African adults: A prospective longitudinal analysis. Diabetes Res Clin Pract 2023; 197:110577. [PMID: 36780956 PMCID: PMC10023447 DOI: 10.1016/j.diabres.2023.110577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 01/31/2023] [Accepted: 02/10/2023] [Indexed: 02/13/2023]
Abstract
AIMS We seek to understand the coexisting effects of population aging and a rising burden of diabetes on healthy longevity in South Africa. METHODS We used longitudinal data from the 2015 and 2018 waves of the "Health and Aging in Africa: A Longitudinal Study of an INDEPTH Community in South Africa" (HAALSI) study to explore life expectancy (LE) and disability-free life expectancy (DFLE) of adults aged 45 and older with and without diabetes in rural South Africa. We estimated LE and DFLE by diabetes status using Markov-based microsimulation. RESULTS We find a clear gradient in remaining LE and DFLE based on diabetes status. At age 45, a man without diabetes could expect to live 7.4 [95% CI 3.4 - 11.7] more years than a man with diabetes, and a woman without diabetes could expect to live 3.9 [95% CI: 0.8 - 6.9] more years than a woman with diabetes. Individuals with diabetes lived proportionately more years subject to disability than individuals without diabetes. CONCLUSIONS We find large and important decrements in disability-free aging for people with diabetes in South Africa. This finding should motivate efforts to strengthen prevention and treatment efforts for diabetes and its complications for older adults in this setting.
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Affiliation(s)
- Collin F Payne
- School of Demography, Research School of Social Sciences, The Australian National University, Canberra, Australia; Center for Population and Development Studies, Harvard T.H. Chan School of Public Health, Cambridge, USA
| | - Lilipramawanty K Liwin
- School of Demography, Research School of Social Sciences, The Australian National University, Canberra, Australia
| | - Alisha N Wade
- MRC/Wits Rural Public Health and Heath Transitions Research Unit (Agincourt), School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - Brian Houle
- School of Demography, Research School of Social Sciences, The Australian National University, Canberra, Australia; MRC/Wits Rural Public Health and Heath Transitions Research Unit (Agincourt), School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - Jacques D Du Toit
- MRC/Wits Rural Public Health and Heath Transitions Research Unit (Agincourt), School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - David Flood
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA; Veterans Affairs Center for Clinical Management Research, Ann Arbor, MI, USA; Center for Indigenous Health Research, Maya Health Alliance, Tecpán, Guatemala.
| | - Jennifer Manne-Goehler
- Center for Population and Development Studies, Harvard T.H. Chan School of Public Health, Cambridge, USA; Division of Infectious Diseases, Massachusetts General Hospital, Boston, USA
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Karim A, de Savigny D. Effective Coverage in Health Systems: Evolution of a Concept. Diseases 2023; 11:35. [PMID: 36975584 PMCID: PMC10047489 DOI: 10.3390/diseases11010035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 02/05/2023] [Accepted: 02/09/2023] [Indexed: 02/25/2023] Open
Abstract
The manner in which high-impact, life-saving health interventions reach populations in need is a critical dimension of health system performance. Intervention coverage has been a standard metric for such performance. To better understand and address the decay of intervention effectiveness in real-world health systems, the more complex measure of "effective coverage" is required, which includes the health gain the health system could potentially deliver. We have carried out a narrative review to trace the origins, timeline, and evolution of the concept of effective coverage metrics to illuminate potential improvements in coherence, terminology, application, and visualizations, based on which a combination of approaches appears to have the most influence on policy and practice. We found that the World Health Organization first proposed the concept over 45 years ago. It became increasingly popular with the further development of theoretical underpinnings, and after the introduction of quantification and visualization tools. The approach has been applied in low- and middle-income countries, mainly for HIV/AIDS, TB, malaria, child health interventions, and more recently for non-communicable diseases, particularly diabetes and hypertension. Nevertheless, despite decades of application of effective coverage concepts, there is considerable variability in the terminology used and the choices of effectiveness decay steps included in the measures. Results frequently illustrate a profound loss of service effectiveness due to health system factors. However, policy and practice rarely address these factors, and instead favour narrowly targeted technical interventions.
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Affiliation(s)
- Aliya Karim
- Swiss Tropical and Public Health Institute, 4123 Allschwil, Switzerland
- University of Basel, 4001 Basel, Switzerland
| | - Don de Savigny
- Swiss Tropical and Public Health Institute, 4123 Allschwil, Switzerland
- University of Basel, 4001 Basel, Switzerland
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Maiti S, Akhtar S, Upadhyay AK, Mohanty SK. Socioeconomic inequality in awareness, treatment and control of diabetes among adults in India: Evidence from National Family Health Survey of India (NFHS), 2019-2021. Sci Rep 2023; 13:2971. [PMID: 36805018 PMCID: PMC9941485 DOI: 10.1038/s41598-023-29978-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Accepted: 02/14/2023] [Indexed: 02/22/2023] Open
Abstract
Diabetes is a growing epidemic and a major threat to most of the households in India. Yet, there is little evidence on the extent of awareness, treatment, and control (ATC) among adults in the country. In this study, we estimate the prevalence and ATC of diabetes among adults across various sociodemographic groups and states of India. We used data on 2,078,315 individuals aged 15 years and over from the recent fifth round, the most recent one, of the National Family Health Survey (NFHS-5), 2019-2021, that was carried out across all the states of India. Diabetic individuals were identified as those who had random blood glucose above 140 mg/dL or were taking diabetes medication or has doctor-diagnosed diabetes. Diabetic individuals who reported diagnosis were labelled as aware, those who reported taking medication for controlling blood glucose levels were labelled as treated and those whose blood glucose levels were < 140 mg/dL were labelled as controlled. The estimates of prevalence of diabetes, and ATC were age-sex adjusted and disaggregated by household wealth quintile, education, age, sex, urban-rural residence, caste, religion, marital status, household size, and state. Concentration index was used to quantify socioeconomic inequalities and multivariable logistic regression was used to estimate the adjusted differences in those outcomes. We estimated diabetes prevalence to be 16.1% (15.9-16.1%). Among those with diabetes, 27.5% (27.1-27.9%) were aware, 21.5% (21.1-21.7%) were taking treatment and 7% (6.8-7.1%) had their diabetes under control. Across the states of India, the adjusted rates of awareness varied from 14.4% (12.1-16.8%) to 54.4% (40.3-68.4%), of treatment from 9.3% (7.5-11.1%) to 41.2% (39.9-42.6%), and of control from 2.7% (1.6-3.7%) to 11.9% (9.7-14.0%). The age-sex adjusted rates were lower (p < 0.001) among the poorer and less educated individuals as well as among males, residents of rural areas, and those from the socially backward groups Among individuals with diabetes, the richest fifth were respectively 12.4 percentage points (pp) (11.3-13.4; p < 0.001), 10.5 pp (9.7-11.4; p < 0.001), and 2.3 pp (1.6-3.0; p < 0.001) more likely to be aware, getting treated, and having diabetes under control, than the poorest fifth. The concentration indices of ATC were 0.089 (0.085-0.092), 0.083 (0.079-0.085) and 0.017 (0.015-0.018) respectively. Overall, the ATC of diabetes is low in India. It is especially low the poorer and the less educated individuals. Targeted interventions and management can reduce the diabetes burden in India.
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Affiliation(s)
- Suraj Maiti
- International Institute for Population Sciences, Mumbai, India.
| | - Shamrin Akhtar
- grid.419349.20000 0001 0613 2600International Institute for Population Sciences, Mumbai, India
| | - Ashish Kumar Upadhyay
- grid.419349.20000 0001 0613 2600International Institute for Population Sciences, Mumbai, India
| | - Sanjay K. Mohanty
- grid.419349.20000 0001 0613 2600International Institute for Population Sciences, Mumbai, India
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Sunnyraj MM, Davies M, Cassimjee Z. Peritoneal dialysis outcomes in a tertiary-level state hospital in Johannesburg, South Africa: Ethnicity and HIV co-infection do not increase risk of peritonitis or discontinuation. S Afr Med J 2023; 113:98-103. [PMID: 36757076 DOI: 10.7196/samj.2023.v113i2.16629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Indexed: 02/10/2023] Open
Abstract
BACKGROUND Peritoneal dialysis (PD) is a valuable means to increase access to kidney replacement therapy in South Africa (SA). An increased rate of modality discontinuation related to an increased risk of peritonitis in patients of black African ethnicity, in those with diabetes and in those living with HIV has previously been suggested, which may lead to hesitancy in adoption of 'PD first' programmes. OBJECTIVES To analyse the safety of a PD-first programme in terms of 5-year peritonitis risk and patient and modality survival at the outpatient PD unit at Helen Joseph Hospital, Johannesburg. METHODS After exclusions, clinical data from 120 patients were extracted for analysis. The effects of patient age at PD initiation, ethnicity, gender, diabetes mellitus and HIV infection on patient and modality survival and peritonitis risk were analysed using Cox proportional hazards modelling and logistic regression analysis. Five-year technique and patient Kaplan-Meier survival curves for peritonitis and comorbidity groups were compared using the Cox-Mantel test. The Mann-Whitney U-test and Fisher's exact test were used to compare continuous and categorical variables where appropriate. RESULTS Five-year patient survival was 49.9%. Black African ethnicity was associated with reduced mortality hazard (hazard ratio (HR) 0.33; 95% confidence interval (CI) 0.15 - 0.71; p=0.004), and patients with diabetes had poorer 5-year survival (19.1%; p=0.097). Modality survival at 5 years was 48.1%. Neither Black African ethnicity nor HIV infection increased the risk of PD discontinuation. Peritonitis was associated with increased modality failure (HR 2.99; 95% CI 1.31 - 6.87; p=0.009). Black African ethnicity did not increase the risk of peritonitis. HIV was not independently associated with an increased risk of peritonitis. Patient and PD survival were generally similar to other contemporaneous cohorts, and the peritonitis rate in this study was within the International Society for Peritoneal Dialysis acceptable range. CONCLUSION PD is a safe and appropriate therapy in a low socioeconomic setting with a high prevalence of HIV infection. Consideration of home circumstances and training in sterile technique reduce peritonitis risk and improve PD modality survival. Patients with diabetes may be at risk of poorer outcomes on PD.
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Affiliation(s)
- M M Sunnyraj
- Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
| | - M Davies
- Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa; Division of Nephrology, Helen Joseph Hospital, Johannesburg, South Africa.
| | - Z Cassimjee
- Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa; Division of Nephrology, Helen Joseph Hospital, Johannesburg, South Africa.
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Chary AN, Nandi M, Flood D, Tschida S, Wilcox K, Kurschner S, Garcia P, Rohloff P. Qualitative study of pathways to care among adults with diabetes in rural Guatemala. BMJ Open 2023; 13:e056913. [PMID: 36609334 PMCID: PMC9827254 DOI: 10.1136/bmjopen-2021-056913] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
OBJECTIVE The burden of diabetes mellitus is increasing in low-income and middle-income countries (LMICs). Few studies have explored pathways to care among individuals with diabetes in LMICs. This study evaluates care trajectories among adults with diabetes in rural Guatemala. DESIGN A qualitative investigation was conducted as part of a population-based study assessing incidence and risk factors for chronic kidney disease in two rural sites in Guatemala. A random sample of 807 individuals had haemoglobin A1c (HbA1c) screening for diabetes in both sites. Based on results from the first 6 months of the population study, semistructured interviews were performed with 29 adults found to have an HbA1c≥6.5% and who reported a previous diagnosis of diabetes. Interviews explored pathways to and experiences of diabetes care. Detailed interview notes were coded using NVivo and used to construct diagrams depicting each participant's pathway to care and use of distinct healthcare sectors. RESULTS Participants experienced fragmented care across multiple health sectors (97%), including government, private and non-governmental sectors. The majority of participants sought care with multiple providers for diabetes (90%), at times simultaneously and at times sequentially, and did not have longitudinal continuity of care with a single provider. Many participants experienced financial burden from out-of-pocket costs associated with diabetes care (66%) despite availability of free government sector care. Participants perceived government diabetes care as low-quality due to resource limitations and poor communication with providers, leading some to seek care in other health sectors. CONCLUSIONS This study highlights the fragmented, discontinuous nature of diabetes care in Guatemala across public, private and non-governmental health sectors. Strategies to improve diabetes care access in Guatemala and other LMICs should be multisectorial and occur through strengthened government primary care and innovative private and non-governmental organisation care models.
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Affiliation(s)
- Anita Nandkumar Chary
- Medicine & Emergency Medicine, Baylor College of Medicine, Houston, Texas, USA
- Center for Research on Indigenous Health, Maya Health Alliance Wuqu' Kawoq, Tecpan, Guatemala
| | - Meghna Nandi
- Center for Research on Indigenous Health, Maya Health Alliance Wuqu' Kawoq, Tecpan, Guatemala
- Family Medicine, Boston Medical Center, Boston, Massachusetts, USA
| | - David Flood
- Center for Research on Indigenous Health, Maya Health Alliance Wuqu' Kawoq, Tecpan, Guatemala
- Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Scott Tschida
- Center for Research on Indigenous Health, Maya Health Alliance Wuqu' Kawoq, Tecpan, Guatemala
| | - Katharine Wilcox
- Center for Research on Indigenous Health, Maya Health Alliance Wuqu' Kawoq, Tecpan, Guatemala
- Family Medicine, University of Illinois Medical Center at Chicago, Chicago, Illinois, USA
| | - Sophie Kurschner
- Center for Research on Indigenous Health, Maya Health Alliance Wuqu' Kawoq, Tecpan, Guatemala
- School of Medicine and Health Sciences, The George Washington University, Washington, District of Columbia, USA
| | - Pablo Garcia
- Center for Research on Indigenous Health, Maya Health Alliance Wuqu' Kawoq, Tecpan, Guatemala
- Nephrology, Stanford University School of Medicine, Stanford, California, USA
| | - Peter Rohloff
- Center for Research on Indigenous Health, Maya Health Alliance Wuqu' Kawoq, Tecpan, Guatemala
- Global Health Equity, Brigham and Women's Hospital, Boston, Massachusetts, USA
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Masupe T, Onagbiye S, Puoane T, Pilvikki A, Alvesson HM, Delobelle P. Diabetes self-management: a qualitative study on challenges and solutions from the perspective of South African patients and health care providers. Glob Health Action 2022; 15:2090098. [PMID: 35856773 PMCID: PMC9307110 DOI: 10.1080/16549716.2022.2090098] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND Health education and self-management are among key strategies for managing diabetes and hypertension to reduce morbidity and mortality. Inappropriate self-management support can potentially worsen chronic diseases outcomes if relevant barriers are not identified and self-management solutions are not contextualised. Few studies deliberately solicit suggestions for enhancing self-management from patients and their providers. OBJECTIVE This qualitative study aimed to unravel experiences, identify self-management barriers, and solicit solutions for enhancing self-management from patients and their healthcare providers. METHODS Eight in-depth interviews were conducted with healthcare providers. These were followed by four focus group discussions among patients with type-2- diabetes and or hypertension receiving chronic disease care from two health facilities in a peri-urban township in Cape Town, South Africa. The Self-Management framework described by Lorig and Holman, based on work done by Corbin and Strauss was used to analyse the data. RESULTS Patients experienced challenges across all three self-management tasks of behavioural/medical management, role management, and emotional management. Main challenges included poor patient self-control towards lifestyle modification, sub-optimal patient-provider and family partnerships, and post-diagnosis grief-reactions by patients. Barriers experienced were stigma, socio-economic and cultural influences, provider-patient communication gaps, disconnect between facility-based services and patients' lived experiences, and inadequate community care services. Patients suggested empowering community-based solutions to strengthen their disease self-management, including dedicated multidisciplinary diabetes services, counselling services; strengthened family support; patient buddies; patient-led community projects, and advocacy. Providers suggested contextualised communication using audio-visual technologies and patient-centred provider consultations. CONCLUSIONS Community-based dedicated multidisciplinary chronic disease healthcare teams, chronic disease counselling services, patient-driven projects and advocacy are needed to improve patient self-management.
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Affiliation(s)
- Tiny Masupe
- Department of Family Medicine & Public Health, Faculty of Medicine, University of Botswana, Gaborone, Botswana.,School of Public Health, University of the Western Cape, Bellville, South Africa
| | - Sunday Onagbiye
- The Africa Unit for Transdisciplinary Health Research (AUTHeR), North-West University, Potchefstroom Campus, Potchefstroom, South Africa
| | - Thandi Puoane
- School of Public Health, University of the Western Cape, Bellville, South Africa
| | | | | | - Peter Delobelle
- School of Public Health, University of the Western Cape, Bellville, South Africa.,Chronic Disease Initiative for Africa, University of Cape Town, Cape Town, South Africa.,Department of Public Health, Vrije Universiteit Brussel, Brussels, Belgium
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Rajatanavin N, Witthayapipopsakul W, Vongmongkol V, Saengruang N, Wanwong Y, Marshall AI, Patcharanarumol W, Tangcharoensathien V. Effective coverage of diabetes and hypertension: an analysis of Thailand's national insurance database 2016-2019. BMJ Open 2022; 12:e066289. [PMID: 36456029 PMCID: PMC9716924 DOI: 10.1136/bmjopen-2022-066289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 11/08/2022] [Indexed: 12/03/2022] Open
Abstract
OBJECTIVES This study assesses effective coverage of diabetes and hypertension in Thailand during 2016-2019. DESIGN Mixed method, analysis of National health insurance database 2016-2019 and in-depth interviews. SETTING Beneficiaries of Universal Coverage Scheme residing outside Bangkok. PARTICIPANTS Quantitative analysis was performed by acquiring individual patient data of diabetes and hypertension cases in the Universal Coverage Scheme residing outside bangkok in 2016-2019. Qualitative analysis was conducted by in-depth interview of 85 multi-stakeholder key informants to identify challenges. OUTCOMES Estimate three indicators: detected need (diagnosed/total estimated cases), crude coverage (received health services/total estimated cases) and effective coverage (controlled/total estimated cases) were compared. Controlled diabetes was defined as haemoglobin A1C (HbA1C) below 7% and controlled hypertension as blood pressure below 140/90 mm Hg. RESULTS Estimated cases were 3.1-3.2 million for diabetes and 8.7-9.2 million for hypertension. For diabetes, all indicators have shown slow improvement between 2016 and 2019 (67.4%, 69.9%, 71.9% and 74.7% for detected need; 38.7%, 43.1%, 45.1% and 49.8% for crude coverage and 8.1%, 10.5%, 11.8% and 11.7% for effective coverage). For hypertension, the performance was poorer for detection (48.9%, 50.3%, 51.8% and 53.3%) and crude coverage (22.3%, 24.7%, 26.5% and 29.2%) but was better for effective coverage (11.3%, 13.2%, 15.1% and 15.7%) than diabetes. Results were better for the women and older age groups in both diseases. Complex interplays between supply and demand side were a key challenge. Database challenges also hamper regular assessment of effective coverage. Sensitivity analysis when using at least three annual visits shows slight improvement of effective coverage. CONCLUSION Effective coverage was low for both diseases, though improving in 2016-2019, especially among men and ัyounger populations. The increasing rate of effective coverage was significantly smaller than crude coverage. Health information systems limitation is a major barrier to comprehensive measurement. To maximise effective coverage, long-term actions should address primary prevention of non-communicable disease risk factors, while short-term actions focus on improving Chronic Care Model.
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Affiliation(s)
| | | | | | - Nithiwat Saengruang
- Health Financing, International Health Policy Program, Muang District, Thailand
| | - Yaowaluk Wanwong
- Health Financing, International Health Policy Program, Muang District, Thailand
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Buffel V, Danhieux K, Bos P, Remmen R, Van Olmen J, Wouters E. Development and operationalization of a data framework to assess quality of integrated diabetes care in the fragmented data landscape of Belgium. BMC Health Serv Res 2022; 22:1257. [PMID: 36253775 PMCID: PMC9578257 DOI: 10.1186/s12913-022-08625-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 09/30/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND To assess the quality of integrated diabetes care, we should be able to follow the patient throughout the care path, monitor his/her care process and link them to his/her health outcomes, while simultaneously link this information to the primary care system and its performance on the structure and organization related quality indicators. However the development process of such a data framework is challenging, even in period of increasing and improving health data storage and management. This study aims to develop an integrated multi-level data framework for quality of diabetes care and to operationalize this framework in the fragmented Belgium health care and data landscape. METHODS Based on document reviews, iterative working group discussions and expert consultations, theoretical approaches and quality indicators were identified and assessed. After mapping and assessing the validity of existing health information systems and available data sources through expert consultations, the theoretical framework was translated in a data framework with measurable quality indicators. The construction of the data base included sampling procedures, data-collection, and several technical and privacy-related aspects of linking and accessing Belgian datasets. RESULTS To address three dimensions of quality of care, we integrated the chronic care model and cascade of care approach, addressing respectively the structure related quality indicators and the process and outcome related indicators. The corresponding data framework is based on self-collected data at the primary care practice level (using the Assessment of quality of integrated care tool), and linked health insurance data with lab data at the patient level. CONCLUSION In this study, we have described the transition of a theoretical quality of care framework to a unique multilevel database, which allows assessing the quality of diabetes care, by considering the complete care continuum (process and outcomes) as well as organizational characteristics of primary care practices.
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Affiliation(s)
- Veerle Buffel
- Department of Sociology, University of Antwerp, Antwerp, Belgium.
| | - Katrien Danhieux
- Department of family medicine and population health, University of Antwerp, Antwerp, Belgium
| | - Philippe Bos
- Department of Sociology, University of Antwerp, Antwerp, Belgium
| | - Roy Remmen
- Department of family medicine and population health, University of Antwerp, Antwerp, Belgium
| | - Josefien Van Olmen
- Department of family medicine and population health, University of Antwerp, Antwerp, Belgium
| | - Edwin Wouters
- Department of Sociology, University of Antwerp, Antwerp, Belgium
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Estimating the changing burden of disease attributable to high fasting plasma glucose in South Africa for 2000, 2006 and 2012. S Afr Med J 2022; 112:594-606. [DOI: 10.7196/samj.2022.v112i8b.16659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Indexed: 11/08/2022] Open
Abstract
Background. Worldwide, higher-than-optimal fasting plasma glucose (FPG) is among the leading modifiable risk factors associated with all- cause mortality and disability-adjusted life years (DALYs) due to the direct sequelae of diabetes and the increased risk for cardiovascular and chronic kidney disease.
Objectives. To report deaths and DALYs of health outcomes attributable to high FPG by age and sex for South Africa (SA) for 2000, 2006 and 2012.
Methods. Comparative risk assessment methodology was used to estimate the burden attributable to high FPG. A meta-regression analysis was performed using data from national and small-area studies to estimate the population distribution of FPG and diabetes prevalence. Attributable fractions were calculated for selected health outcomes and applied to local burden estimates from the second South African National Burden of Disease Study (SANBD2). Age-standardised rates were calculated using World Health Organization world standard population weights.
Results. We estimated a 5% increase in mean FPG from 5.31 (95% confidence interval (CI) 5.18 - 5.43) mmol/L to 5.57 (95% CI 5.41 - 5.72) mmol/L and a 75% increase in diabetes prevalence from 7.3% (95% CI 6.7 - 8.3) to 12.8% (95% CI 11.9 - 14.0) between 2000 and 2012. The age-standardised attributable death rate increased from 153.7 (95% CI 126.9 - 192.7) per 100 000 population in 2000 to 203.5 (95% CI 172.2 - 240.8) per 100 000 population in 2012, i.e. a 32.4% increase. During the same period, age-standardised attributable DALY rates increased by 43.8%, from 3 000 (95% CI 2 564 - 3 602) per 100 000 population in 2000 to 4 312 (95% CI 3 798 - 4 916) per 100 000 population in 2012. In each year, females had similar attributable death rates to males but higher DALY rates. A notable exception was tuberculosis, with an age-standardised attributable death rate in males double that in females in 2000 (14.3 v. 7.0 per 100 000 population) and 2.2 times higher in 2012 (18.4 v. 8.5 per 100 000 population). Similarly, attributable DALY rates were higher in males, 1.7 times higher in 2000 (323 v. 186 per 100 000 population) and 1.6 times higher in 2012 (502 v. 321 per 100 000 population). Between 2000 and 2012, the age-standardised death rate for chronic kidney disease increased by 98.3% (from 11.7 to 23.1 per 100 000 population) and the DALY rate increased by 116.9% (from 266 to 578 per 100 000 population).
Conclusion. High FPG is emerging as a public health crisis, with an attributable burden doubling between 2000 and 2012. The consequences are costly in terms of quality of life, ability to earn an income, and the economic and emotional burden on individuals and their families. Urgent action is needed to curb the increase and reduce the burden associated with this risk factor. National data on FPG distribution are scant, and efforts are warranted to ensure adequate monitoring of the effectiveness of the interventions.
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Flood D, Geldsetzer P, Agoudavi K, Aryal KK, Brant LCC, Brian G, Dorobantu M, Farzadfar F, Gheorghe-Fronea O, Gurung MS, Guwatudde D, Houehanou C, Jorgensen JMA, Kondal D, Labadarios D, Marcus ME, Mayige M, Moghimi M, Norov B, Perman G, Quesnel-Crooks S, Rashidi MM, Moghaddam SS, Seiglie JA, Bahendeka SK, Steinbrook E, Theilmann M, Ware LJ, Vollmer S, Atun R, Davies JI, Ali MK, Rohloff P, Manne-Goehler J. Rural-Urban Differences in Diabetes Care and Control in 42 Low- and Middle-Income Countries: A Cross-sectional Study of Nationally Representative Individual-Level Data. Diabetes Care 2022; 45:1961-1970. [PMID: 35771765 PMCID: PMC9472489 DOI: 10.2337/dc21-2342] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 05/18/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Diabetes prevalence is increasing rapidly in rural areas of low- and middle-income countries (LMICs), but there are limited data on the performance of health systems in delivering equitable and effective care to rural populations. We therefore assessed rural-urban differences in diabetes care and control in LMICs. RESEARCH DESIGN AND METHODS We pooled individual-level data from nationally representative health surveys in 42 countries. We used Poisson regression models to estimate age-adjusted differences in the proportion of individuals with diabetes in rural versus urban areas achieving performance measures for the diagnosis, treatment, and control of diabetes and associated cardiovascular risk factors. We examined differences across the pooled sample, by sex, and by country. RESULTS The pooled sample from 42 countries included 840,110 individuals (35,404 with diabetes). Compared with urban populations with diabetes, rural populations had ∼15-30% lower relative risk of achieving performance measures for diabetes diagnosis and treatment. Rural populations with diagnosed diabetes had a 14% (95% CI 5-22%) lower relative risk of glycemic control, 6% (95% CI -5 to 16%) lower relative risk of blood pressure control, and 23% (95% CI 2-39%) lower relative risk of cholesterol control. Rural women with diabetes had lower achievement of performance measures relating to control than urban women, whereas among men, differences were small. CONCLUSIONS Rural populations with diabetes experience substantial inequities in the achievement of diabetes performance measures in LMICs. Programs and policies aiming to strengthen global diabetes care must consider the unique challenges experienced by rural populations.
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Affiliation(s)
- David Flood
- Division of Hospital Medicine, Department of Medicine, University of Michigan, Ann Arbor, MI
- Center for Indigenous Health Research, Wuqu’ Kawoq, Tecpán, Guatemala
- Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Pascal Geldsetzer
- Division of Primary Care and Population Health, Stanford University, Stanford, CA
- Chan Zuckerberg Biohub, San Francisco, CA
| | | | - Krishna K. Aryal
- Public Health Promotion and Development Organization, Kathmandu, Nepal
| | - Luisa Campos Caldeira Brant
- Serviço de Cardiologia e Cirurgia Cardiovascular, Hospital das Clínicas da Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Departamento de Clínica Médica, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Garry Brian
- The Fred Hollows Foundation New Zealand, Auckland, New Zealand
| | - Maria Dorobantu
- University of Medicine and Pharmacy Carol Davila, Bucharest, Romania
| | - Farshad Farzadfar
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Oana Gheorghe-Fronea
- University of Medicine and Pharmacy Carol Davila, Bucharest, Romania
- Cardiology Department, Emergency Hospital Bucharest, Bucharest, Romania
| | | | - David Guwatudde
- Department of Epidemiology and Biostatistics, School of Public Health, Makerere University, Kampala, Uganda
| | - Corine Houehanou
- Laboratory of Epidemiology of Chronic and Neurological Diseases, Faculty of Health Sciences, University of Abomey-Calavi, Cotonou, Benin
| | | | - Dimple Kondal
- Public Health Foundation of India, Gurugram, India
- Centre for Chronic Disease Control, New Delhi, India
| | - Demetre Labadarios
- Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Maja E. Marcus
- Department of Economics and Centre for Modern Indian Studies, University of Göttingen, Göttingen, Germany
| | - Mary Mayige
- National Institute for Medical Research, Dar es Salaam, Tanzania
| | - Mana Moghimi
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Bolormaa Norov
- Division of Nutrition, National Center for Public Health, Ulaanbaatar, Mongolia
| | - Gastón Perman
- Department of Public Health, Instituto Universitario Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Sarah Quesnel-Crooks
- Non-Communicable Diseases, Caribbean Public Health Agency, Port of Spain, Trinidad and Tobago
| | - Mohammad-Mahdi Rashidi
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Sahar Saeedi Moghaddam
- Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Silver K. Bahendeka
- Saint Francis Hospital Nsambya, Kampala, Uganda
- Uganda Martyrs University, Kampala, Uganda
| | | | - Michaela Theilmann
- Heidelberg Institute of Global Health, Heidelberg University and University Hospital, Heidelberg, Germany
| | - Lisa J. Ware
- South African Medical Research Council–Wits Developmental Pathways for Health Research Unit, Faculty of Health Sciences, Chris Hani Baragwanath Academic Hospital, University of the Witwatersrand, Johannesburg, South Africa
- Department of Science and Innovation–National Research Foundation Centre of Excellence in Human Development, University of the Witwatersrand, Johannesburg, South Africa
| | - Sebastian Vollmer
- Department of Economics and Centre for Modern Indian Studies, University of Göttingen, Göttingen, Germany
| | - Rifat Atun
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA
- Department of Global Health and Social Medicine, Harvard Medical School, Harvard University, Boston, MA
| | - Justine I. Davies
- Institute of Applied Health Research, University of Birmingham, Birmingham, U.K
- Centre for Global Surgery, Department of Global Health, Stellenbosch University, Stellenbosch, South Africa
- Medical Research Council/Wits University Rural Public Health and Health Transitions Research Unit, Faculty of Health Sciences, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - Mohammed K. Ali
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA
- Department of Family and Preventive Medicine, School of Medicine, Emory University, Atlanta, GA
| | - Peter Rohloff
- Center for Indigenous Health Research, Wuqu’ Kawoq, Tecpán, Guatemala
- Division of Global Health Equity, Brigham and Women’s Hospital, Boston, MA
| | - Jennifer Manne-Goehler
- Division of Infectious Diseases, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Medical Practice Evaluation Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA
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McGrath N, Ngcobo N, Feng Z, Joseph P, Dladla P, Ngubane T, Hosegood V, Morton K, Van Rooyen H, Van Heerden A. Protocol: evaluation of an optimised couples-focused intervention to increase testing for HIV in rural KwaZulu-Natal, South Africa, the Igugu Lethu ('Our treasure') cohort study. BMC Public Health 2022; 22:1577. [PMID: 35986344 PMCID: PMC9389496 DOI: 10.1186/s12889-022-13894-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Accepted: 07/27/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Between 2012 and 2015, the Uthando Lwethu (UL) study demonstrated that a theory-based behavioural couples-focused intervention significantly increased participation in couples HIV testing and counselling (CHTC) among South African couples who had never previously tested for HIV together or mutually disclosed their HIV status, 42% compared to 12% of the control group at 9 months follow-up. Although effective, we were nonetheless concerned that in this high prevalence setting the majority (58%) of intervention couples chose not to test together. In response we optimised the UL intervention and in a new study, 'Igugu Lethu', we are evaluating the success of the optimised intervention in promoting CHTC. METHODS One hundred eighty heterosexual couples, who have been in a relationship together for at least 6 months, are being recruited and offered the optimised couples-focused intervention. In the Igugu Lethu study, we have expanded the health screening visit offered to couples to include other health conditions in addition to CHTC. Enrolled couples who choose to schedule CHTC will also have the opportunity to undertake a random blood glucose test, blood pressure and BMI measurements, and self-sample for STI testing as part of their health screening. Individual surveys are administered at baseline, 4 weeks and 4 months follow-up. The proportion of couples who decide to test together for HIV will be compared to the results of the intervention arm in the UL study (historical controls). To facilitate this comparison, we will use the same recruitment and follow-up strategies in the same community as the previous UL study. DISCUSSION By strengthening communication and functioning within the relationship, the Igugu Lethu study, like the previous UL study, aims to transform the motivation of individual partners from a focus on their own health to shared health as a couple. The Igugu Lethu study findings will answer whether the optimised couples-focused behavioural intervention and offering CHTC as part of a broader health screening for couples can increase uptake of CHTC by 40%, an outcome that would be highly desirable in populations with high HIV prevalence. TRIAL REGISTRATION Retrospectively registered. ISRCTN Registry ISRCTN 46162564 Registered on 26th May 2022.
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Affiliation(s)
- Nuala McGrath
- CHERISH programme, School of Primary Care, Population Sciences and Medical Education, Faculty of Medicine, University of Southampton, Southampton, UK
- Department of Social Statistics & Demography, Faculty of Social Sciences, University of Southampton, Southampton, UK
| | - Nathi Ngcobo
- Clinical HIV Research Unit, University of the Witwatersrand, Johannesburg, South Africa
| | - Zhixin Feng
- School of Geography and Planning, Sun Yat-sen University, Guangzhou, China
| | - Phillip Joseph
- Human Sciences Research Council, Sweetwaters, Pietermaritzburg, KwaZulu-Natal South Africa
| | - Pumla Dladla
- Human Sciences Research Council, Sweetwaters, Pietermaritzburg, KwaZulu-Natal South Africa
| | - Thulani Ngubane
- Human Sciences Research Council, Sweetwaters, Pietermaritzburg, KwaZulu-Natal South Africa
| | - Victoria Hosegood
- Department of Social Statistics & Demography, Faculty of Social Sciences, University of Southampton, Southampton, UK
| | - Katherine Morton
- School of Health Sciences, University of Southampton, Southampton, UK
| | - Heidi Van Rooyen
- Human Sciences Research Council, Sweetwaters, Pietermaritzburg, KwaZulu-Natal South Africa
- SAMRC-WITS Developmental Pathways for Health Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Alastair Van Heerden
- Human Sciences Research Council, Sweetwaters, Pietermaritzburg, KwaZulu-Natal South Africa
- SAMRC-WITS Developmental Pathways for Health Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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Boake M, Mash R. Diabetes in the Western Cape, South Africa: A secondary analysis of the diabetes cascade database 2015 - 2020. Prim Care Diabetes 2022; 16:555-561. [PMID: 35672227 DOI: 10.1016/j.pcd.2022.05.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 05/27/2022] [Indexed: 10/18/2022]
Abstract
AIM The aim was to describe the demographics, comorbidities and outcomes of care for patients with diabetes at primary care facilities in the Western Cape, South Africa, between 2015 and 2020. METHODS This was a secondary analysis of the diabetes cascade database. RESULTS The database included 116726 patients with mean age of 61.4 years and 63.8 % were female. The mean age at death was 66.0 years. Co-morbidities included hypertension (69.5 %), mental health disorders (16.2 %), HIV (6.4 %) and previous TB (8.2 %). Sixty-three percent had at least one previous hospital admission and 20.2 % of all admissions were attributed to cardiovascular diseases. Coronavirus was the third highest reason for admission over a 10-year period. Up to 70% were not receiving an annual HbA1c test. The mean value for the last HBA1c taken was 9.0%. Three-quarters (75.5 %) of patients had poor glycaemic control (HbA1c >7 %) and a third (33.7 %) were very poorly controlled (HbA1c>10 %). Glycaemic control was significantly different between urban sub-districts and rural areas. Renal disease was prevalent in 25.5 %. CONCLUSION Diabetes was poorly controlled with high morbidity and mortality. There was poor compliance with guidelines for HbA1c and eGFR measurement. At least 7% of diabetic patients were being admitted for complications annually.
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Affiliation(s)
- Megan Boake
- Division of Family Medicine and Primary Care, Stellenbosch University, Box241, Cape Town 8000, South Africa
| | - Robert Mash
- Division of Family Medicine and Primary Care, Stellenbosch University, Box241, Cape Town 8000, South Africa.
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Kohler IV, Sudharsanan N, Bandawe C, Kohler HP. Aging and hypertension among the global poor-Panel data evidence from Malawi. PLOS GLOBAL PUBLIC HEALTH 2022; 2:e0000600. [PMID: 36962748 PMCID: PMC10022104 DOI: 10.1371/journal.pgph.0000600] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 05/19/2022] [Indexed: 05/28/2023]
Abstract
Hypertension is a rapidly growing disease burden among older persons in low-income countries (LICs) that is often inadequately diagnosed and treated. Yet, most LIC research on hypertension is based on cross-sectional data that does not allow inferences about the onset or persistence of hypertension, its correlates, and changes in hypertension as individuals become older. The Mature Adults Cohort of the Malawi Longitudinal Study of Families and Health (MLSFH-MAC) is used to provide among the first panel analyses of hypertension for older individuals in a sub-Saharan LIC using blood pressure measurements obtained in 2013 and 2017. We find that high blood pressure is very common among mature adults aged 45+, and hypertension is more prevalent among older as compared to middle-aged respondents. Yet, in panel analyses for 2013-17, we find no increase in the prevalence of hypertension as individuals become older. Hypertension often persists over time, and the onset of hypertension is predicted by factors such as being overweight/obese, or being in poor physical health. Otherwise, however, hypertension has few socioeconomic predictors. There is also no gender differences in the level, onset or persistence in hypertension. While hypertension is associated with several negative health or socioeconomic consequences in longitudinal analyses, cascade-of-care analyses document significant gaps in the diagnosis and treatment of hypertension. Overall, our findings indicate that hypertension and related high cardiovascular risks are widespread, persistent, and often not diagnosed or treated in this rural sub-Saharan population of older individuals. Prevalence, onset and persistence of hypertension are common across all subgroups-including, importantly, both women and men. While age is an important predictor of hypertension risk, even in middle ages 45-55 years, hypertension is already widespread. Hypertension among adults aged 45+ in Malawi is thus more similar to a "generalized epidemic" than in high-income countries where cardiovascular risk has strong socioeconomic gradients.
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Affiliation(s)
- Iliana V. Kohler
- Population Studies Center, University of Pennsylvania, Philadelphia, PA, United States of America
| | - Nikkil Sudharsanan
- Department of Sport and Health Sciences, Technical University of Munich, Munich, Germany
| | - Chiwoza Bandawe
- Department of Mental Health, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Hans-Peter Kohler
- Population Aging Research Center and Department of Sociology, University of Pennsylvania, Philadelphia, PA, United States of America
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Guwatudde D, Delobelle P, Absetz P, Van JO, Mayega RW, Kasujja FX, De Man J, Hassen M, Kiracho EE, Kiguli J, Puoane T, Ostenson CG, Peterson S, Daivadanam M. Prevention and management of type 2 diabetes mellitus in Uganda and South Africa: Findings from the SMART2D pragmatic implementation trial. PLOS GLOBAL PUBLIC HEALTH 2022; 2:e0000425. [PMID: 36962331 PMCID: PMC10021626 DOI: 10.1371/journal.pgph.0000425] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Accepted: 04/04/2022] [Indexed: 01/02/2023]
Abstract
Health systems in many low- and middle-income countries are struggling to manage type 2 diabetes (T2D). Management of glycaemia via well-organized care can reduce T2D incidence, and associated morbidity and mortality. The primary aim of this study was to evaluate the effectiveness of facility plus community care interventions (integrated care), compared to facility only care interventions (facility care) towards improvement of T2D outcomes in Uganda and South Africa. A pragmatic cluster randomized trial design was used to compare outcomes among participants with T2D and those at high risk. The trial had two study arms; the integrated care arm, and the facility care arm; and in Uganda only, an additional usual care arm. Participants were enrolled at nine primary health facilities in Uganda, and two in South Africa. Participants were adults aged 30 to 75 years, and followed for up to 12 months. Primary outcomes were glycaemic control among participants with T2D, and reduction in HbA1c > = 3 mmol/mol among participants at high risk. Secondary outcomes were retention into care and incident T2D. Adjusted analysis revealed significantly higher retention into care comparing integrated care and facility care versus usual care in Uganda and integrated care versus facility care in South Africa. The effect was particularly high among participants at high risk in Uganda with an incident rate ratio of 2.46 [1.33-4.53] for the facility care arm and 3.52 [2.13-5.80] for the integrated care arm. No improvement in glycaemic control or reduction in HbA1c was found in either country. However, considerable and unbalanced loss to follow-up compromised assessment of the intervention effect on HbA1c. Study interventions significantly improved retention into care, especially compared to usual care in Uganda. This highlights the need for adequate primary care for T2D and suggest a role for the community in T2D prevention. Trial registration number: ISRCTN11913581.
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Affiliation(s)
- David Guwatudde
- Department of Epidemiology and Biostatistics, School of Public Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - Peter Delobelle
- Chronic Disease Initiative for Africa, University of Cape Town, Cape Town, South Africa
- School of Public Health, University of the Western Cape, Cape Town, South Africa
- Department of Public Health, Vrije Universiteit Brussel, Brussels, Belgium
| | - Pilvikki Absetz
- Collaborative Care Systems Finland, Helsinki, Finland
- Faculty of Social Sciences, Tampere University, Tampere, Finland
| | - Josefien Olmen Van
- Department of Family Medicine and Population Health, University of Antwerp, Antwerp, Belgium
- Department of Public Health, Institute of Tropical Medicine, Antwerp, Belgium
| | - Roy William Mayega
- Department of Epidemiology and Biostatistics, School of Public Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - Francis Xavier Kasujja
- Department of Epidemiology and Biostatistics, School of Public Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - Jeroen De Man
- Department of Family Medicine and Population Health, University of Antwerp, Antwerp, Belgium
| | - Mariam Hassen
- School of Public Health, University of the Western Cape, Cape Town, South Africa
| | - Elizabeth Ekirapa Kiracho
- Department of Health Policy, Planning and Management, School of Public Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - Juliet Kiguli
- Department of Community Health and Behavioral Sciences, School of Public Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - Thandi Puoane
- School of Public Health, University of the Western Cape, Cape Town, South Africa
| | - Claes-Goran Ostenson
- Department of Molecular Medicine & Surgery, Diabetes & Endocrine Unit, Karolinska Institutet, Stockholm, Sweden
| | - Stefan Peterson
- Department of Health Policy, Planning and Management, School of Public Health, Makerere University College of Health Sciences, Kampala, Uganda
- International Maternal and Child Health Unit, Uppsala University, Uppsala, Sweden
- Department of Women’s and Children’s Health, Uppsala University, Uppsala, Sweden
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - Meena Daivadanam
- Department of Women’s and Children’s Health, Uppsala University, Uppsala, Sweden
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
- International Child Health & Nutrition Research Group, Uppsala University, Uppsala, Sweden
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du Plessis R, Dembskey N, Bassett SH. Effects of an isometric exercise training program on muscular strength, ankle mobility, and balance in patients with diabetic peripheral neuropathy in the lower legs in South Africa. Int J Diabetes Dev Ctries 2022; 43:252-257. [PMID: 35400974 PMCID: PMC8980507 DOI: 10.1007/s13410-022-01068-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 03/22/2022] [Indexed: 12/01/2022] Open
Abstract
Background Patients who suffer from diabetic peripheral neuropathy in the lower leg experience a greater risk of falls due to a decrease in strength of the lower extremities. Methods Fourteen participants, diagnosed with diabetic peripheral neuropathy or nocturnal allodynia in either one or both extremities, volunteered to participate in this study. Participants were purposively selected from two private Podiatry practices based on their signs and symptoms, age, gender, and doctor’s clearance to participate in any form of physical activity. Dependent variables included isometric muscle strength of the hip, knee and ankle, range of motion of the ankle in plantarflexion and dorsiflexion and an assessment of balance, which were measured pre- and post-intervention. The researcher developed a scientifically based exercise intervention program to target the entire kinetic chain, and to develop a standard isometric protocol for patients with DPN. The intervention program consisted of a combination of ankle, hip, and knee specific rehabilitation. The intervention took place 3 times a week for 45 min per session. Results The Mann-Whitney test was used to evaluate the differences in dependent variables from pre- to post-intervention. The level of significance was set at p<0.05. Notable increases were observed in range of motion in ankle plantarflexion and in balance time in the intervention group, post-intervention. Conclusions Although many of the changes noted were insignificant, the trends indicated an improvement in the intervention group over the 10-week intervention period. These improvements can be considered clinically important.
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Affiliation(s)
- Ronél du Plessis
- Department of Sport, Recreation and Exercise Science, University of the Western Cape, Bellville, South Africa
| | - Nadia Dembskey
- Private Practice, Dembskey Podiatry, 33 Jim Fouche Street, Verwoerd Park, 1449 Alberton, South Africa
| | - Susan H. Bassett
- Department of Sport, Recreation and Exercise Science, University of the Western Cape, Bellville, South Africa
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Sekgala MD, Sewpaul R, Opperman M, Mchiza ZJ. Comparison of the Ability of Anthropometric Indices to Predict the Risk of Diabetes Mellitus in South African Males: SANHANES-1. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19063224. [PMID: 35328910 PMCID: PMC8949079 DOI: 10.3390/ijerph19063224] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 02/28/2022] [Accepted: 03/01/2022] [Indexed: 12/29/2022]
Abstract
This study aimed to assess the sensitivity of body mass index (BMI) to predict the risk of diabetes mellitus (DM) and whether waist circumference (WC), waist-to-hip (WHR) and waist-to-height (WHtR) ratios are better predictors of the risk of DM than BMI in South African men aged 20 years and older. Data from the first South African National Health and Nutrition Examination Survey (SANHANES-1) were used. Overall, 1405 men who had valid HbA1c outcomes were included. The sensitivity, specificity, and optimal cut-off points for predicting DM were determined using the receiver operating characteristic (ROC) curve analysis. A total of 34.6% percent of the study participants were overweight/obese, while 10.5%, 10.4%, 36.6% and 61.0% had HbA1c, WC, WHR and WHtR above the normal reference ranges, respectively. Based on age-adjusted logistic regression analysis, the highest likelihood of DM was observed for those participants who had increased WC and WHtR (odds ratios [OR] were 6.285 (95% CI: 4.136−9.550; p < 0.001) and 8.108 (95% CI: 3.721−17.667; p < 0.001)). The ROC curve analyses for WC, WHR, and WHtR displayed excellent ability to predict the risk of DM, with their areas under the curve (AUC) being 80.4%, 80.2% and 80.8%, respectively. The overall cut-off points to predict the risk of DM for WC, WHR, and WHtR were ≥88.95 cm, ≥0.92, and >0.54, respectively. The ROC analysis for BMI, on the other hand, showed acceptable ability to predict the risk of DM (AUC = 75.6%), with its cut-off point being ≥24.64 kg/m2. Even after stratifying the data by two age groups, WHtR remained a superior index to predict DM, especially in the younger age group. To conclude, no significant differences were observed between the AUC for BMI the AUCs for other indices. However, the AUCs for these indices showed significant excellent ability as opposed to the significant acceptable ability of BMI to predict DM in adult South African men.
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Affiliation(s)
- Machoene D. Sekgala
- School of Public Health, University of the Western Cape, Bellville 7535, South Africa;
- Human and Social Capabilities, Human Sciences Research Council, Cape Town 8000, South Africa;
- Correspondence: ; Tel.: +27-21-466-8058
| | - Ronel Sewpaul
- Human and Social Capabilities, Human Sciences Research Council, Cape Town 8000, South Africa;
| | - Maretha Opperman
- Department of Biotechnology and Consumer Science, Cape Peninsula University of Technology, Cape Town 7535, South Africa;
| | - Zandile J. Mchiza
- School of Public Health, University of the Western Cape, Bellville 7535, South Africa;
- Non-Communicable Diseases Research Unit, South African Medical Research Council, Tygerberg, Cape Town 7505, South Africa
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Te V, Wouters E, Buffel V, Van Damme W, van Olmen J, Ir P. Generation of cascades of care for diabetes and hypertension care continuum in Cambodia: a population-based survey protocol (Preprint). JMIR Res Protoc 2022; 11:e36747. [PMID: 36053576 PMCID: PMC9482065 DOI: 10.2196/36747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 07/13/2022] [Accepted: 07/13/2022] [Indexed: 11/13/2022] Open
Affiliation(s)
- Vannarath Te
- Health Policy and Systems Research Unit, National Institute of Public Health, Phnom Penh, Cambodia
- Health Policy Unit, Department of Public Health, Institute of Tropical Medicine (Antwerp), Antwerp, Belgium
- Quality of Integrated Care, Spearhead Research Public Health & Primary Care, The University of Antwerp, Antwerp, Belgium
| | - Edwin Wouters
- Center for Longitudinal & Life Course Studies, Department of Sociology, The University of Antwerp, Antwerp, Belgium
| | - Veerle Buffel
- Center for Longitudinal & Life Course Studies, Department of Sociology, The University of Antwerp, Antwerp, Belgium
| | - Wim Van Damme
- Health Policy Unit, Department of Public Health, Institute of Tropical Medicine (Antwerp), Antwerp, Belgium
| | - Josefien van Olmen
- Quality of Integrated Care, Spearhead Research Public Health & Primary Care, The University of Antwerp, Antwerp, Belgium
| | - Por Ir
- Health Policy and Systems Research Unit, National Institute of Public Health, Phnom Penh, Cambodia
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LaMonica LC, McGarvey ST, Rivara AC, Sweetman CA, Naseri T, Reupena MS, Kadiamada H, Kocher E, Rojas-Carroll A, DeLany JP, Hawley NL. Cascades of diabetes and hypertension care in Samoa: Identifying gaps in the diagnosis, treatment, and control continuum - a cross-sectional study. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2022; 18:100313. [PMID: 35024652 PMCID: PMC8669362 DOI: 10.1016/j.lanwpc.2021.100313] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 09/06/2021] [Accepted: 10/09/2021] [Indexed: 12/25/2022]
Abstract
BACKGROUND Samoa is a Pacific Island country facing one of the highest burdens of non-communicable disease globally. METHODS In this study, we apply a cascade-of-care approach to understand gaps in the awareness, treatment, and control cascade of diabetes and hypertension in a cross-sectional, convenience sample of 703 young, high-risk Samoan adults (29.5-50.9 years). FINDINGS Non-communicable diseases were prevalent in the study sample: 19.5% (95% CI: 16.6%-22.7%) of participants had diabetes; 47.6% (95% CI: 43.7%-51.4%) presented with pre-diabetes or diabetes; 31.0% (95% CI: 27.5%-34.6%) had hypertension; and nearly 90% (95% CI: 86.7%-91.5%) had overweight or obesity. Among those with diabetes and hypertension, only 20.5% (95% CI: 13.9%-28.4%) and 11.8% (95% CI: 7.8%-16.9%) of participants were aware of their condition, respectively. Only 0.8% (95% CI: 0.0%-4.2%) of all participants with diabetes had achieved glycemic control; only 2.8% (95% CI: 1.1%-6.1%) of those with hypertension achieved control. INTERPRETATION We found a significant burden of diabetes and hypertension in Samoa, exceeding the recent prevalence estimates of other low- to middle-income countries by nearly two-fold. A severe unmet need in both detection and subsequent control and monitoring of these chronic conditions exists. Our results suggest that the initial diagnosis and surveillance stage in the cascade of care for chronic conditions should be a major focus of primary care efforts; national screening campaigns and programs that leverage village and district nurses to deliver community-based primary care may significantly impact gap closure in the NCD cascade. FUNDING This study was supported by the U.S. National Institutes of Health R01HL140570 (PIs: McGarvey and DeLany); AR was supported by NIH FIC D43TW010540; HK and AR-C were supported by the Minority Health and Health Disparities International Research Training (MHIRT) Program at Brown University, NIH Grant # 5T37MD008655.
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Affiliation(s)
- Lauren C. LaMonica
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut, USA
| | - Stephen T. McGarvey
- International Health Institute and Department of Epidemiology, School of Public Health, and Department of Anthropology, Brown University, Providence, Rhode Island, USA
| | - Anna C. Rivara
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut, USA
| | - Chlöe A. Sweetman
- Department of Anthropology, Guarini School of Graduate and Advanced Studies at Dartmouth College, Hanover, New Hampshire, USA
| | | | | | - Hemant Kadiamada
- International Health Institute and Department of Epidemiology, School of Public Health, and Department of Anthropology, Brown University, Providence, Rhode Island, USA
| | - Erica Kocher
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut, USA
| | - Alexa Rojas-Carroll
- International Health Institute and Department of Epidemiology, School of Public Health, and Department of Anthropology, Brown University, Providence, Rhode Island, USA
| | - James P. DeLany
- AdventHealth Orlando, Translational Research Institute, Orlando, FL, US
| | - Nicola L. Hawley
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut, USA
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Parvin D, Mosa ASM, Knight L, Schatz EJ. Development of a Tablet Computer Application for HIV Testing and Risk History Calendar for Use With Older Africans. FRONTIERS IN REPRODUCTIVE HEALTH 2021; 3:671747. [DOI: 10.3389/frph.2021.671747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 11/01/2021] [Indexed: 11/13/2022] Open
Abstract
Life history calendars (LHCs) are able to capture large-scale retrospective quantitative data, which can be utilized to learn about transitions of behavior change over time. The Testing and Risk History Calendar (TRHC) is a version of life history calendar (LHC) which correlates critical social, sexual and health variables with the timing of HIV testing. In order to fulfill the need for time-bound data regarding HIV testing and risk of older persons in South Africa, a pilot of the TRHC was performed using a paper fold-out grid format. Though the TRHC study in this format was effective as older persons were able to recall details about their HIV testing and risk contexts, the interview process was tedious as data were collected manually. Development of a tablet application for TRHC study will improve data quality and make data entry and collection more automated. This paper presents the development of the TRHC application prototype in order to collect TRHC data electronically and provides a platform for efficient large-scale life history calendar data collection.
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Sewpaul R, Mbewu AD, Fagbamigbe AF, Kandala NB, Reddy SP. Prevalence of multimorbidity of cardiometabolic conditions and associated risk factors in a population-based sample of South Africans: A cross-sectional study. PUBLIC HEALTH IN PRACTICE 2021; 2:100193. [PMID: 36101622 PMCID: PMC9461539 DOI: 10.1016/j.puhip.2021.100193] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 08/10/2021] [Accepted: 09/06/2021] [Indexed: 12/04/2022] Open
Abstract
Objectives Ageing populations have led to a growing prevalence of multimorbidity. Cardiometabolic multimorbidity (CM), the co-existence of two or more cardiometabolic disorders in the same person, is rapidly increasing. We examined the prevalence and risk factors associated with CM in a population-based sample of South African adults. Study design Data were analysed on individuals aged ≥15 years from the South African National Health and Nutrition Examination Survey (SANHANES), a cross sectional population-based survey conducted in 2011-2012. Methods CM was defined as having ≥2 of hypertension, diabetes, stroke and angina. Hypertension was defined as blood pressure ≥140/90 mmHg or self-reported antihypertensive medication use. Diabetes was defined by HbA1c ≥ 6.5% or self-reported medication use. Stroke and angina were assessed by self-report. Multivariable logistic regression was used to investigate the sociodemographic and modifiable risk factors associated with CM. The association of CM with the functional status of individuals was examined using logistic regression, where functional status was measured by the WHO DAS 2.0 12-item instrument. Results Of the 3832 individuals analysed, the mean age was 40.8 years (S.D. 18.3), 64.5% were female and 18% were ≥60 years. The prevalence of CM was 10.5%. The most prevalent CM cluster was hypertension and diabetes (7.3%), followed by hypertension and angina (2.6%) and hypertension and stroke (1.9%). Of the individuals with diabetes, nearly three quarters had multimorbidity from co-occurring hypertension, angina and/or stroke and of those with hypertension, 30% had co-occurring diabetes, angina and/or stroke. Age (30-44 years Adjusted Odds Ratio (AOR) = 2.68, 95% CI: 1.15-6.26), 45-59 years AOR = 16.32 (7.38-36.06), 60-74 years AOR = 40.14 (17.86-90.19), and ≥75 years AOR = 49.54 (19.25-127.50) compared with 15-29 years); Indian ethnicity (AOR = 2.58 (1.1-6.04) compared with black African ethnicity), overweight (AOR = 2.73 (1.84-4.07)) and obesity (AOR = 4.20 (2.75-6.40)) compared with normal or underweight) were associated with increased odds of CM. When controlling for age, sex and ethnicity, having ≥2 conditions was associated with significantly higher WHO DAS percentage scores (β = 5.4, S.E. = 1.1, p < 0.001). Conclusions A tenth of South Africans have two or more cardiometabolic conditions. The findings call for immediate prioritisation of prevention, screening and management of cardiometabolic conditions and their risk factors to avert large scale health care costs and adverse health outcomes associated with multimorbidity.
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Affiliation(s)
- Ronel Sewpaul
- Health & Wellbeing, Human & Social Capabilities Division (HSC), Human Sciences Research Council (HSRC), Cape Town, South Africa
| | | | - Adeniyi Francis Fagbamigbe
- Department of Epidemiology and Medical Statistics, College of Medicine, University of Ibadan, Ibadan, Nigeria
- Division of Population and Behavioural Sciences, School of Medicine, St Andrews University, Fife, United Kingdom
- Division of Health Sciences, Populations, Evidence and Technologies Group, University of Warwick, Coventry, United Kingdom
| | - Ngianga-Bakwin Kandala
- Division of Epidemiology and Biostatistics, University of the Witwatersrand, School of Public Health, Johannesburg, South Africa
| | - Sasiragha Priscilla Reddy
- Health & Wellbeing, Human & Social Capabilities Division (HSC), Human Sciences Research Council (HSRC), Cape Town, South Africa
- Faculty of Health Sciences, Nelson Mandela University, Port Elizabeth, South Africa
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Day C, Gray A, Cois A, Ndlovu N, Massyn N, Boerma T. Is South Africa closing the health gaps between districts? Monitoring progress towards universal health service coverage with routine facility data. BMC Health Serv Res 2021; 21:194. [PMID: 34511085 PMCID: PMC8435360 DOI: 10.1186/s12913-021-06171-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 02/12/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND South Africa is committed to advancing universal health coverage (UHC). The usefulness and potential of using routine health facility data for monitoring progress towards UHC, in the form of the 16-tracer WHO service coverage index (SCI), was assessed. METHODS Alternative approaches to calculating the WHO SCI from routine data, allowing for disaggregation to district level, were explored. Data extraction, coding, transformation and modelling processes were applied to generate time series for these alternatives. Equity was assessed using socio-economic quintiles by district. RESULTS The UHC SCI at a national level was 46.1 in 2007-2008 and 56.9 in 2016-2017. Only for the latter period, could the index be calculated for all indicators at a district level. Alternative indicators were formulated for 9 of 16 tracers in the index. Routine or repeated survey data could be used for 14 tracers. Apart from the NCD indicators, a gradient of poorer performance in the most deprived districts was evident in 2016-2017. CONCLUSIONS It is possible to construct the UHC SCI for South Africa from predominantly routine data sources. Overall, there is evidence from district level data of a trend towards reduced inequity in relation to specific categories (notably RMNCH). Progress towards UHC has the potential to overcome fragmentation and enable harmonisation and interoperability of information systems. Private sector reporting of data into routine information systems should be encouraged.
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Affiliation(s)
- Candy Day
- Health Systems Trust, Durban, South Africa.
| | - Andy Gray
- Discipline of Pharmaceutical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Annibale Cois
- Health Systems Trust, Durban, South Africa.,Division of Epidemiology & Biostatistics, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
| | | | | | - Ties Boerma
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
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Masupe T, De Man J, Onagbiye S, Puoane T, Delobelle P. Prevalence of disease complications and risk factor monitoring amongst diabetes and hypertension patients attending chronic disease management programmes in a South African Township. Afr J Prim Health Care Fam Med 2021; 13:e1-e7. [PMID: 34636603 PMCID: PMC8517752 DOI: 10.4102/phcfm.v13i1.2997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 05/29/2021] [Accepted: 06/03/2021] [Indexed: 11/25/2022] Open
Abstract
Background South Africa established chronic disease management programmes (CDMPs) called ‘clubs’ to ensure quality diabetes care. However, the effectiveness of these clubs remains unclear in terms of disease risk factor monitoring and complication prevention. Aim We assessed risk factor monitoring, prevalence and determinants of diabetes related complications amongst type-2 diabetes (T2D) and hypertension (HTN) patients attending two CDMPs. Setting Urban Township in Cape Town, South Africa. Methods Cross-sectional survey combined with a 10-year retrospective medical records analysis of adult T2D/HTN patients attending two CDMPs, using a structured survey questionnaire and an audit tool. Statistical Software for Social Sciences (SPSS) version 25 was used to analyse risk factor monitoring and calculate prevalence of complications. Potential determinants of complications were explored through logistic regression. Results There were 379 patients in the survey, 372 (97.9%) had HTN whilst 159 (41.9%) had T2D and HTN; 361 medical records were reviewed. Blood pressure (87.7%) and weight (86.6%) were the best monitored risk factors. Foot care (0.0% – 3.9%) and eye screening (0.0% – 1.1%) were least monitored. Nearly 22.0% of patients reported one complication, whilst 9.2% reported ≥ 3 complications. Medically recorded complications ranged from 11.1% (1 complication) to 4.2% with ≥ 3 complications. The most common self-reported and medically recorded complications were eye problems (33%) and peripheral neuropathy (16.4%), respectively. Complication occurrence was positively associated with age and female gender and negatively associated with perceived illness control. Conclusions Type-2 diabetes and hypertension patients experienced diabetes related complications and inadequate risk factor monitoring despite attending CDMPs. Increased self-management support is recommended to reduce complication occurrence.
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Affiliation(s)
- Tiny Masupe
- Department of Family Medicine and Public Health, Faculty of Medicine, University of Botswana, Gaborone, Botswana; and, School of Public Health, Faculty of Health Sciences, University of the Western Cape, Bellville, Cape Town.
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Deo S, Singh P. Community health worker-led, technology-enabled private sector intervention for diabetes and hypertension management among urban poor: a retrospective cohort study from large Indian metropolitan city. BMJ Open 2021; 11:e045246. [PMID: 34385229 PMCID: PMC8362730 DOI: 10.1136/bmjopen-2020-045246] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVES We assessed the effectiveness of community health workers (CHWs)-led, technology-enabled programme as a large-scale, real-world solution for screening and long-term management of diabetes and hypertension in low-income and middle-income countries. DESIGN Retrospective cohort design. SETTING Forty-seven low-income neighbourhoods of Hyderabad, a large Indian metropolis. PARTICIPANTS Participants (aged ≥20 years) who subscribed to an ongoing community-based chronic disease management programme employing CHWs and technology to manage diabetes and hypertension. PRIMARY AND SECONDARY OUTCOME MEASURES We used deidentified programme data between 1 March 2015 and 8 October 2018 to measure participants' pre-enrolment and post-enrolment retention rate and within time-interval mean difference in participants' fasting blood glucose and blood pressure using Kaplan-Meier and mixed-effect regression models, respectively. RESULTS 51 126 participants were screened (median age 41 years; 65.2% women). Participant acquisition rate (screening to enrolment) was 4%. Median (IQR) retention period was 163.3 days (87.9-288.8), with 12 months postenrolment retention rate as 16.5% (95% CI 14.7 to 18.3). Reduction in blood glucose and blood pressure levels varied by participants' retention in the programme. Adjusted mean difference from baseline ranged from -14.0 mg/dL (95% CI -18.1 to -10.0) to -27.9 mg/dL (95% CI -47.6 to -8.1) for fasting blood glucose; -2.7 mm Hg (95% CI -7.2 to 2.7) to -7.1 mm Hg (95% CI -9.1 to -4.9) for systolic blood pressure and -1.7 mm Hg (95% CI -4.6 to 1.1) to -4.2 mm Hg (95% CI -4.9 to -3.6) for diastolic blood pressure. CONCLUSIONS CHW-led, technology-enabled private sector interventions can feasibly screen individuals for non-communicable diseases and effectively manage those who continue on the programme in the long run. However, changes in the model (eg, integration with the public health system to reduce out-of-pocket expenditure) may be needed to increase its adoption by individuals and thereby improve its cost-effectiveness.
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Affiliation(s)
- Sarang Deo
- Operations Management, Indian School of Business, Hyderabad, Telangana, India
| | - Preeti Singh
- Max Institute of Healthcare Management, Indian School of Business, Mohali, India
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Kubiak RW, Kratz M, Motala AA, Galagan S, Govere S, Brown ER, Moosa MYS, Drain PK. Clinic-based diabetes screening at the time of HIV testing and associations with poor clinical outcomes in South Africa: a cohort study. BMC Infect Dis 2021; 21:789. [PMID: 34376173 PMCID: PMC8353828 DOI: 10.1186/s12879-021-06473-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 07/09/2021] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND HIV clinical care programs in high burden settings are uniquely positioned to facilitate diabetes diagnosis, which is a major challenge. However, in sub-Saharan Africa, data on the burden of diabetes among people living with HIV (PLHIV) and its impact on HIV outcomes is sparse. METHODS We enrolled adults presenting for HIV testing at an outpatient clinic in Durban. Those who tested positive for HIV-infection were screened for diabetes using a point-of-care hemoglobin A1c (HbA1c) test. We used log-binomial, Poisson, and Cox proportional hazard models adjusting for confounders to estimate the relationship of diabetes (HbA1c ≥ 6.5%) with the outcomes of HIV viral suppression (< 50 copies/mL) 4-8 months after antiretroviral therapy initiation, retention in care, hospitalization, tuberculosis, and death over 12 months. RESULTS Among 1369 PLHIV, 0.5% (n = 7) reported a prior diabetes diagnosis, 20.6% (95% CI 18.5-22.8%, n = 282) screened positive for pre-diabetes (HbA1c 5.7-6.4%) and 3.5% (95% CI 2.7-4.6%, n = 48) for diabetes. The number needed to screen to identify one new PLHIV with diabetes was 46.5 persons overall and 36.5 restricting to those with BMI ≥ 25 kg/m2. Compared to PLHIV without diabetes, the risk of study outcomes among those with diabetes was not statistically significant, although the adjusted hazard of death was 1.79 (95% CI 0.41-7.87). CONCLUSIONS Diabetes and pre-diabetes were common among adults testing positive for HIV and associated with death. Clinic-based diabetes screening could be targeted to higher risk groups and may improve HIV treatment outcomes.
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Affiliation(s)
- Rachel W Kubiak
- Department of Epidemiology, Health Sciences Building, University of Washington, Seattle, WA, USA.
| | - Mario Kratz
- Department of Epidemiology, Health Sciences Building, University of Washington, Seattle, WA, USA
- Cancer Prevention Program, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Ayesha A Motala
- Department of Diabetes and Endocrinology, University of KwaZulu-Natal, Durban, South Africa
| | - Sean Galagan
- Department of Global Health, University of Washington, Seattle, WA, USA
| | | | - Elisabeth R Brown
- Statistical Center for HIV/AIDS Research and Prevention, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Mahomed-Yunus S Moosa
- Department of Infectious Diseases, University of KwaZulu-Natal, Durban, South Africa
| | - Paul K Drain
- Department of Epidemiology, Health Sciences Building, University of Washington, Seattle, WA, USA
- Department of Medicine, University of Washington, Seattle, WA, USA
- Department of Global Health, University of Washington, Seattle, WA, USA
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Tamuhla T, Dave JA, Raubenheimer P, Tiffin N. Diabetes in a TB and HIV-endemic South African population: Analysis of a virtual cohort using routine health data. PLoS One 2021; 16:e0251303. [PMID: 33961671 PMCID: PMC8104376 DOI: 10.1371/journal.pone.0251303] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 04/24/2021] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND It is widely accepted that people living with diabetes (PLWD) are at increased risk of infectious disease, yet there is a paucity of epidemiology studies on the relationship between diabetes and infectious disease in SSA. In a region with a high burden of infectious disease, this has serious consequences for PLWD. METHODS AND FINDINGS Using routinely collected longitudinal health data, we describe the epidemiology of diabetes in a large virtual cohort of PLWD who have a high burden of HIV and TB, from the Khayelitsha subdistrict in the Western Cape Province in South Africa. We described the relationship between previous TB, newly diagnosed TB disease and HIV infection on diabetes using HbA1c results as an outcome measure. The study population was predominately female (67%), 13% had a history of active TB disease and 18% were HIV positive. The HIV positive group had diabetes ascertained at a significantly younger age (46 years c.f. 53 years respectively, p<0.001) and in general had increased HbA1c values over time after their HIV diagnosis, when compared to the HIV-negative group. There was no evidence of TB disease influencing the trajectory of glycaemic control in the long term, but diabetes patients who developed active TB had higher mortality than those without TB (12.4% vs 6.7% p-value < 0.001). HIV and diabetes are both chronic diseases whose long-term management includes drug therapy, however, only 52.8% of the study population with an HIV-diabetes comorbidity had a record of diabetes treatment. In addition, the data suggest overall poor glycaemic control in the study population with only 24.5% of the participants having an HbA1c <7% at baseline despite 85% of the study population being on diabetes treatment. CONCLUSION The epidemiologic findings in this exploratory study highlight the need for further research into diabetes outcomes in a high TB and HIV burden setting and demonstrate that routine health data are a valuable resource for understanding disease epidemiology in the general population.
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Affiliation(s)
- Tsaone Tamuhla
- Division of Computational Biology, Integrative Biomedical Sciences Department, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Joel A. Dave
- Division of Endocrinology, Department of Medicine, Faculty of Health Sciences, University of Cape Town (UCT), Cape Town, South Africa
| | - Peter Raubenheimer
- Division of Endocrinology, Department of Medicine, Faculty of Health Sciences, University of Cape Town (UCT), Cape Town, South Africa
| | - Nicki Tiffin
- Division of Computational Biology, Integrative Biomedical Sciences Department, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, Cape Town, South Africa
- Centre for Infectious Disease Epidemiology Research, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
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