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Bakoyannis G, Elul B, Wools-Kaloustian KK, Brown S, Semeere A, Castelnuovo B, Diero L, Nakigozi G, Lyamuya R, Yiannoutsos CT. Modeling the HIV Cascade of Care Using Routinely Collected Clinical Data to Guide Programmatic Interventions and Policy Decisions. J Acquir Immune Defic Syndr 2024; 96:223-230. [PMID: 38905474 DOI: 10.1097/qai.0000000000003413] [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: 03/22/2023] [Accepted: 07/05/2023] [Indexed: 06/23/2024]
Abstract
BACKGROUND The HIV care cascade is a framework to examine effectiveness of HIV programs and progress toward global targets to end the epidemic but has been conceptualized as a unidirectional process that ignores cyclical care patterns. We present a dynamic cascade that accounts for patient "churn" and apply novel analytic techniques to readily available clinical data to robustly estimate program outcomes and efficiently assess progress toward global targets. METHODS Data were assessed for 35,649 people living with HIV and receiving care at 78 clinics in East Africa between 2014 and 2020. Patients were aged ≥15 years and had ≥1 viral load measurements. We used multi-state models to estimate the probability of being in 1 of 5 states of a dynamic HIV cascade: (1) in HIV care but not on antiretroviral therapy (ART), (2) on ART, (3) virally suppressed, (4) in a gap-in-care, and (5) deceased and compared these among subgroups. To assess progress toward global targets, we summed those probabilities across patients and generated population-level proportions of patients on ART and virally suppressed in mid-2020. RESULTS One year after enrollment, 2.8% of patients had not initiated ART, 86.7% were receiving ART, 57.4% were virally suppressed, 10.2% were disengaged from care, and 0.3% had died. At 5 years, the proportion on ART remained steady but viral suppression increased to 77.2%. Of those aged 15-25, >20% had disengaged from care and <60% were virally suppressed. In mid-2020, 90.1% of the cohort was on ART, 90.7% of whom had suppressed virus. CONCLUSIONS Novel analytic approaches can characterize patient movement through a dynamic HIV cascade and, importantly, by capitalizing on readily available data from clinical cohorts, offer an efficient approach to estimate population-level proportions of patients on ART and virally suppressed. Significant progress toward global targets was observed in our cohort but challenges remain among younger patients.
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Affiliation(s)
| | - Batya Elul
- Mailman School of Public Health, Columbia University, New York, NY
| | | | - Steven Brown
- Indiana University School of Medicine, Indianapolis, IN
| | - Aggrey Semeere
- Infectious Disease Institutes, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Barbara Castelnuovo
- Infectious Disease Institutes, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Lameck Diero
- Department of Medicine, Moi University School of Medicine, Eldoret, Kenya
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Haeri Mazanderani A, Radebe L, Sherman GG. Attrition Rates in HIV Viral Load Monitoring and Factors Associated With Overdue Testing Among Children Within South Africa's Antiretroviral Treatment Program: Retrospective Descriptive Analysis. JMIR Public Health Surveill 2024; 10:e40796. [PMID: 38743934 PMCID: PMC11134236 DOI: 10.2196/40796] [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: 07/05/2022] [Revised: 12/25/2023] [Accepted: 02/27/2024] [Indexed: 05/16/2024] Open
Abstract
BACKGROUND Numerous studies in South Africa have reported low HIV viral load (VL) suppression and high attrition rates within the pediatric HIV treatment program. OBJECTIVE Using routine laboratory data, we evaluated HIV VL monitoring, including mobility and overdue VL (OVL) testing, within 5 priority districts in South Africa. METHODS We performed a retrospective descriptive analysis of National Health Laboratory Service (NHLS) data for children and adolescents aged 1-15 years having undergone HIV VL testing between May 1, 2019, and April 30, 2020, from 152 facilities within the City of Johannesburg, City of Tshwane, eThekwini, uMgungundlovu, and Zululand. HIV VL test-level data were deduplicated to patient-level data using the NHLS CDW (Corporate Data Warehouse) probabilistic record-linking algorithm and then further manually deduplicated. An OVL was defined as no subsequent VL determined within 18 months of the last test. Variables associated with the last VL test, including age, sex, VL findings, district type, and facility type, are described. A multivariate logistic regression analysis was performed to identify variables associated with an OVL test. RESULTS Among 21,338 children and adolescents aged 1-15 years who had an HIV VL test, 72.70% (n=15,512) had a follow-up VL test within 18 months. Furthermore, 13.33% (n=2194) of them were followed up at a different facility, of whom 3.79% (n=624) were in a different district and 1.71% (n=281) were in a different province. Among patients with a VL of ≥1000 RNA copies/mL of plasma, the median time to subsequent testing was 6 (IQR 4-10) months. The younger the age of the patient, the greater the proportion with an OVL, ranging from a peak of 52% among 1-year-olds to a trough of 21% among 14-year-olds. On multivariate analysis, 2 consecutive HIV VL findings of ≥1000 RNA copies/mL of plasma were associated with an increased adjusted odds ratio (AOR) of having an OVL (AOR 2.07, 95% CI 1.71-2.51). Conversely, patients examined at a hospital (AOR 0.86, 95% CI 0.77-0.96), those with ≥2 previous tests (AOR 0.78, 95% CI 0.70-0.86), those examined in a rural district (AOR 0.63, 95% CI 0.54-0.73), and older age groups of 5-9 years (AOR 0.56, 95% CI 0.47-0.65) and 10-14 years (AOR 0.51, 95% CI 0.44-0.59) compared to 1-4 years were associated with a significantly decreased odds of having an OVL test. CONCLUSIONS Considerable attrition occurs within South Africa's pediatric HIV treatment program, with over one-fourth of children having an OVL test 18 months subsequent to their previous test. In particular, younger children and those with virological failure were found to be at increased risk of having an OVL test. Improved HIV VL monitoring is essential for improving outcomes within South Africa's pediatric antiretroviral treatment program.
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Affiliation(s)
- Ahmad Haeri Mazanderani
- Centre for HIV & STIs, National Institute for Communicable Diseases, National Health Laboratory Service, Johannesburg, South Africa
- Department of Paediatrics & Child Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Paediatric HIV Diagnostics Division, Wits Health Consortium, University of the Witwatersrand, Johannesburg, South Africa
| | - Lebohang Radebe
- Centre for HIV & STIs, National Institute for Communicable Diseases, National Health Laboratory Service, Johannesburg, South Africa
- Paediatric HIV Diagnostics Division, Wits Health Consortium, University of the Witwatersrand, Johannesburg, South Africa
| | - Gayle G Sherman
- Centre for HIV & STIs, National Institute for Communicable Diseases, National Health Laboratory Service, Johannesburg, South Africa
- Department of Paediatrics & Child Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Paediatric HIV Diagnostics Division, Wits Health Consortium, University of the Witwatersrand, Johannesburg, South Africa
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Kiruthu-Kamamia C, Berner-Rodoreda A, O’Bryan G, Sande O, Huwa J, Thawani A, Tweya H, Groot W, Pavlova M, Feldacker C. "We have been so patient because we know where we are coming from" Exploring the acceptability and feasibility of a mobile electronic medical record system designed for community-based antiretroviral therapy in Lilongwe, Malawi. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.04.23.24306213. [PMID: 38712297 PMCID: PMC11071565 DOI: 10.1101/2024.04.23.24306213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
Background Mobile health (mHealth) is reshaping healthcare delivery, especially in HIV management. The World Health Organization advocates for mHealth to provide healthcare workers (HCWs) with real-time data, enhancing patient care. However, in Malawi's Lighthouse Trust antiretroviral therapy (ART) clinic, the nurse-led community-based ART (NCAP) program faces hurdles with data management due to lack of access to electronic medical records systems (EMRS) in the community setting. EMRS is not typically available in differentiated service delivery settings where reliable power and internet are often unavailable. We used human-centered design (HCD) processes to create a mobile EMRS prototype, the Community-based ART Retention and Suppression (CARES) app. We explore progress to simplify workflow for HCWs and improve client care. Methods To evaluate the CARES app's feasibility and acceptability among NCAP HCWs, we conducted in-depth interviews among 15 NCAP HCWs. We used a rapid qualitative analysis approach guided by the extended Technology Acceptance Model. The study complied with the Consolidated Criteria for Reporting Qualitative Research (COREQ). Results As a likely result of HCD, HCWs demonstrated high expectations for the CARES app to improve healthcare delivery and data management. However, challenges such as app performance, data integration, and system navigation were significant barriers to acceptance or feasibility. Despite challenges, HCWs remained optimistic about the potential for CARES to enhance NCAP clinical decision-making and data flow. HCWs emphasized the need for continuous training and stakeholder engagement, improved infrastructure, data security protections, and establishing the CARES app and EMRS integration to facilitate CARES' longterm success at scale. Conclusion The study's findings underscore the importance of HCD for mHealth buy-in. As HCWs were invested in CARES success, they remained optimistic that the app could enhance NCAP services if user experience and app performance improved. Incorporation of HCW feedback would help deliver beyond the promise of CARES.
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Affiliation(s)
- Christine Kiruthu-Kamamia
- United Nations University – Maastricht Economic and Social Research Institute on Innovation and Technology, Maastricht, Netherlands
- Lighthouse Trust, Lilongwe, Malawi
- International Training and Education Center for Health, Seattle, Washington, USA
| | | | - Gillian O’Bryan
- International Training and Education Center for Health, Seattle, Washington, USA
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | | | | | | | - Hannock Tweya
- International Training and Education Center for Health, Seattle, Washington, USA
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | - Wim Groot
- United Nations University – Maastricht Economic and Social Research Institute on Innovation and Technology, Maastricht, Netherlands
| | - Milena Pavlova
- Department of Health Services Research, CAPHRI, Faculty of Health, Medicine and Life Sciences, Maastricht University Medical Center, Maastricht University, Maastricht, The Netherlands
| | - Caryl Feldacker
- International Training and Education Center for Health, Seattle, Washington, USA
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
- Department of Global Health, University of Washington, Seattle, Washington, USA
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Phillips TK, Kassanjee R, Maxwell N, Anderson K, Johnson L, Moolla H, Myer L, Chi BH, Euvrard J, Boulle A, Davies M, Cornell M, de Waal R. ART history prior to conception: trends and association with postpartum disengagement from HIV care in Khayelitsha, South Africa (2013-2019): a retrospective cohort study. J Int AIDS Soc 2024; 27:e26236. [PMID: 38566482 PMCID: PMC10988117 DOI: 10.1002/jia2.26236] [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: 07/05/2023] [Accepted: 03/12/2024] [Indexed: 04/04/2024] Open
Abstract
INTRODUCTION In recent years, the expansion of HIV treatment eligibility has resulted in an increase in people with antiretroviral therapy (ART) experience prior to pregnancy but little is known about postpartum engagement in care in this population. We examined differences in disengagement from HIV care after delivery by maternal ART history before conception. METHODS We analysed data from people living with HIV (aged 15-49) in Khayelitsha, South Africa, with ≥1 live birth between April 2013 and March 2019. We described trends over time in ART history prior to estimated conception, classifying ART history groups as: (A) on ART with no disengagement (>270 days with no evidence of HIV care); (B) returned before pregnancy following disengagement; (C) restarted ART in pregnancy after disengagement; and (D) ART new start in pregnancy. We used Kaplan-Meier curves and proportional-hazards models (adjusted for maternal age, number of pregnancy records and year of delivery) to examine the time to disengagement from delivery to 2 years postpartum. RESULTS Among 7309 pregnancies (in 6680 individuals), the proportion on ART (A) increased from 19% in 2013 to 41% in 2019. The proportions of those who returned (B) and restarted (C) increased from 2% to 13% and from 2% to 10%, respectively. There was a corresponding decline in the proportion of new starts (D) from 77% in 2013 to 36% in 2019. In the first recorded pregnancy per person in the study period, 26% (95% CI 25-27%) had disengaged from care by 1 year and 34% (95% CI 33-36%) by 2 years postpartum. Individuals who returned (B: aHR 2.10, 95% CI 1.70-2.60), restarted (C: aHR 3.32, 95% CI 2.70-4.09) and newly started ART (D: aHR 2.41, 95% CI 2.12-2.74) had increased hazards of postpartum disengagement compared to those on ART (A). CONCLUSIONS There is a growing population of people with ART experience prior to conception and postpartum disengagement varies substantially by ART history. Antenatal care presents an important opportunity to understand prior ART experiences and an entry into interventions for strengthened engagement in HIV care.
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Affiliation(s)
- Tamsin Kate Phillips
- Centre for Infectious Disease Epidemiology & ResearchSchool of Public HealthUniversity of Cape TownCape TownSouth Africa
- Division of Epidemiology & BiostatisticsSchool of Public HealthUniversity of Cape TownCape TownSouth Africa
| | - Reshma Kassanjee
- Centre for Infectious Disease Epidemiology & ResearchSchool of Public HealthUniversity of Cape TownCape TownSouth Africa
| | - Nicola Maxwell
- Centre for Infectious Disease Epidemiology & ResearchSchool of Public HealthUniversity of Cape TownCape TownSouth Africa
| | - Kim Anderson
- Centre for Infectious Disease Epidemiology & ResearchSchool of Public HealthUniversity of Cape TownCape TownSouth Africa
| | - Leigh Johnson
- Centre for Infectious Disease Epidemiology & ResearchSchool of Public HealthUniversity of Cape TownCape TownSouth Africa
| | - Haroon Moolla
- Centre for Infectious Disease Epidemiology & ResearchSchool of Public HealthUniversity of Cape TownCape TownSouth Africa
| | - Landon Myer
- Division of Epidemiology & BiostatisticsSchool of Public HealthUniversity of Cape TownCape TownSouth Africa
| | - Benjamin H. Chi
- Department of Obstetrics and GynecologySchool of MedicineUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Jonathan Euvrard
- Centre for Infectious Disease Epidemiology & ResearchSchool of Public HealthUniversity of Cape TownCape TownSouth Africa
- Department of Health and WellnessProvincial Government of the Western CapeCape TownSouth Africa
| | - Andrew Boulle
- Centre for Infectious Disease Epidemiology & ResearchSchool of Public HealthUniversity of Cape TownCape TownSouth Africa
- Department of Health and WellnessProvincial Government of the Western CapeCape TownSouth Africa
| | - Mary‐Ann Davies
- Centre for Infectious Disease Epidemiology & ResearchSchool of Public HealthUniversity of Cape TownCape TownSouth Africa
- Department of Health and WellnessProvincial Government of the Western CapeCape TownSouth Africa
| | - Morna Cornell
- Centre for Infectious Disease Epidemiology & ResearchSchool of Public HealthUniversity of Cape TownCape TownSouth Africa
| | - Renee de Waal
- Centre for Infectious Disease Epidemiology & ResearchSchool of Public HealthUniversity of Cape TownCape TownSouth Africa
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Ntinga X, Musiello F, Pita T, Mabaso N, Celum C, Szpiro A, van Rooyen H, Barnabas R, van Heerden A. People living with HIV's perspectives of acceptability of fee for home delivery of ART: a qualitative study. BMC Health Serv Res 2024; 24:88. [PMID: 38233824 PMCID: PMC10792944 DOI: 10.1186/s12913-023-10533-4] [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: 08/18/2023] [Accepted: 12/27/2023] [Indexed: 01/19/2024] Open
Abstract
INTRODUCTION Significant progress has been made in the HIV response in South Africa; however, gaps remain in ensuring engagement in care to support life-long medication adherence and viral suppression. The National Department of Health (NDoH) has introduced community-based and clinic-based HIV differentiated service delivery (DSD) models to tackle suboptimal adherence and retention in care. Nevertheless, differentiated care models require adaptation to better serve clients who struggle with adherence. There is limited research on the acceptability of fee for home delivery of ART in resource-constrained settings. The current study investigates the acceptability of fee for home delivery of ART among people living with HIV in South Africa. METHODS Two mixed-gender focus group discussions (FGDs) took place between June and November 2019, consisting of 10 participants in each group. A purposive sampling strategy was employed to identify and select 10 people living with HIV who were ART-eligible but not in care, and 10 people living with HIV who were currently taking ART and in care. Participants were grouped according to their treatment status. A coding framework, informed by a priori categories and derived from topics in the interview guide, was developed and utilized to facilitate analysis. RESULTS Participants expressed enthusiasm for having ART home-delivered, as it would save the time spent waiting in long queues at the clinic. However, some participants raised concerns about potential payment difficulties due to high unemployment rates in the community. Some participants believed this would be acceptable, as patients already incur costs for travel and food when visiting the clinic. Participants in both FGDs expressed strong concerns about home delivery of their ART based on fear of accidental disclosure, especially for those who have not disclosed to their immediate families and partners. CONCLUSION Our study suggests that charging a fee for home delivery is an acceptable and innovative approach to supporting PLHIV in maintaining adherence to their medication and remaining in care.
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Affiliation(s)
- Xolani Ntinga
- Centre for Community Based Research, Human Sciences Research Council, Old Bus Depot, Sweetwaters, Pietermaritzburg, KZN, 3201, South Africa.
| | - Franco Musiello
- Centre for Community Based Research, Human Sciences Research Council, Old Bus Depot, Sweetwaters, Pietermaritzburg, KZN, 3201, South Africa
| | - Thembelihle Pita
- Centre for Community Based Research, Human Sciences Research Council, Old Bus Depot, Sweetwaters, Pietermaritzburg, KZN, 3201, South Africa
| | - Nomagugu Mabaso
- Centre for Community Based Research, Human Sciences Research Council, Old Bus Depot, Sweetwaters, Pietermaritzburg, KZN, 3201, South Africa
| | - Connie Celum
- Department of Global Health, University of Washington, Seattle, WA, USA
- Division of Allergy and Infectious Diseases, University of Washington, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Adam Szpiro
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, WA, USA
| | - Heidi van Rooyen
- Centre for Community Based Research, Human Sciences Research Council, Old Bus Depot, Sweetwaters, Pietermaritzburg, KZN, 3201, South Africa
- MRC/Wits Developmental Pathways for Health Research Unit, University of the Witwatersrand, Johannesburg, South Africa
| | - Ruanne Barnabas
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Alastair van Heerden
- Centre for Community Based Research, Human Sciences Research Council, Old Bus Depot, Sweetwaters, Pietermaritzburg, KZN, 3201, South Africa
- MRC/Wits Developmental Pathways for Health Research Unit, University of the Witwatersrand, Johannesburg, South Africa
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Esra R, Mmelesi M, Ketlogetswe AT, Wolock TM, Howes A, Nong T, Matlhaga MT, Ratladi S, Ramaabya D, Imai-Eaton JW. Improved Indicators for Subnational Unmet Antiretroviral Therapy Need in the Health System: Updates to the Naomi Model in 2023. J Acquir Immune Defic Syndr 2024; 95:e24-e33. [PMID: 38180736 PMCID: PMC10769176 DOI: 10.1097/qai.0000000000003324] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2024]
Abstract
BACKGROUND Quantifying subnational need for antiretroviral therapy (ART) for HIV is challenging because people living with HIV (PLHIV) access health facilities in areas that may differ from their residence. We defined and demonstrated new indicators for PLHIV treatment needed to guide health system target setting and resource allocation. SETTING Botswana. METHODS We extended Naomi, a Bayesian small-area model for estimating district-level HIV indicators from national household survey and HIV service delivery data. We used model outputs for ART seeking probabilities in neighboring districts to define the "PLHIV (attending)" indicator representing the estimated number of PLHIV who would seek treatment at health facilities in a district, and "Untreated PLHIV attending" representing gaps in ART service provision. Botswana 2021 district HIV estimates were used to demonstrate new outputs and assess the sensitivity to uncertainty in district population sizes. RESULTS Across districts of Botswana, estimated adult ART coverage in December 2021 ranged 90%-96%. In the capital city Gaborone, there were 50,400 resident PLHIV and 64,200 receiving ART, of whom 24% (95% CI: 20 to 32) were estimated to reside in neighboring districts. Applying ART attendance probabilities gave a "PLHIV attending" denominator of 68,300 and unmet treatment need of 4100 adults (95% CI: 3000 to 5500) for Gaborone health facilities. The facility-based "PLHIV attending" denominator was less-sensitive to fluctuations in district population size assumptions. CONCLUSIONS New indicators provided more consistent targets for HIV service provision, but are limited by ART data quality. This challenge will increase as treatment coverage reaches high levels and treatment gaps are smaller.
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Affiliation(s)
- Rachel Esra
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom
| | | | | | - Timothy M. Wolock
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom
| | - Adam Howes
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom
- Department of Mathematics, Imperial College London, London, United Kingdom
| | - Tlotlo Nong
- Botswana Ministry of Health and Wellness, Gaborone, Botswana
| | | | - Siphiwe Ratladi
- National AIDS and Health Promotion Agency, Gaborone, Botswana; and
| | - Dinah Ramaabya
- Botswana Ministry of Health and Wellness, Gaborone, Botswana
| | - Jeffrey W. Imai-Eaton
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom
- Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA
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Feldacker C, Mugwanya R, Irongo D, Kathumba D, Chiwoko J, Kitsao E, Sippell K, Wasunna B, Jonas K, Samala B, Mwakanema D, Oni F, Jafa K, Tweya H. A Community-Based, Mobile Electronic Medical Record System App for High-Quality, Integrated Antiretroviral Therapy in Lilongwe, Malawi: Design Process and Pilot Implementation. JMIR Form Res 2023; 7:e48671. [PMID: 37948102 PMCID: PMC10674144 DOI: 10.2196/48671] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 10/05/2023] [Accepted: 10/08/2023] [Indexed: 11/12/2023] Open
Abstract
BACKGROUND Differentiated service delivery (DSD) increases antiretroviral therapy (ART) access in sub-Saharan Africa by moving clients out of congested ART clinics to communities for care. However, DSD settings challenge provider adherence to complex, chronic care treatment guidelines and have burdensome systems for client monitoring and evaluation (M&E), reducing data for decision-making. Electronic medical record systems (EMRS) improve client outcomes and reduce M&E workload. Traditional EMRS cannot operate in most DSD settings with unreliable power and poor connectivity. OBJECTIVE This study aims to detail the human-centered design (HCD) process of developing a mobile EMRS for community-based DSD services in Lilongwe, Malawi. METHODS Lighthouse Trust (LT) operates 2 Ministry of Health (MoH) clinics in Lilongwe, Malawi, with a combined total of >35,000 ART clients. LT's real-time, point-of-care EMRS collects complex client M&E data and provides decision-making support, ensuring adherence to integrated HIV and tuberculosis guidelines that optimize client and program outcomes. LT's EMRS scaled to all large MoH ART clinics. LT also implements a nurse-led community-based ART program (NCAP), a DSD model to provide ART and rapid assessment for 2400 stable LT clients in the community. LT, alongside collaborators, from the University of Washington's International Training and Education Center for Health and technology partner, Medic, used the open-source Community Health Toolkit (CHT) and HCD to develop an open-source, offline-first, mobile EMRS-like app, "community-based ART retention and suppression" (CARES). CARES aims to bring EMRS-like provider benefits to NCAP's DSD clients. RESULTS CARES design took approximately 12 months and used an iterative process of highly participatory feedback sessions with provider, data manager, and M&E team inputs to ensure CARES optimization for the NCAP and LT settings. The CARES mobile EMRS prototype supports NCAP providers with embedded prompts and alerts to ensure adherence to integrated MoH ART guidelines, aiming to improve the quality of client care. CARES facilitates improved data quality and flow for NCAP M&E, aiming to reduce data gaps between community and clinic settings. The CARES pilot demonstrates the potential of a mobile, point-of-care EMRS-like app that could benefit NCAP clients, providers, and program teams with integrated client care and complete M&E data for decision-making. CARES challenges include app speed, search features to align longitudinal records, and CARES to EMRS integration that supports timely care alerts. CONCLUSIONS Leveraging the CHT and HCD processes facilitated the design of a locally specified and optimized mobile app with the promise to bring EMRS-like benefits to DSD settings. Moving from the CARES prototype to routine NCAP implementation should result in improved client care and strengthened M&E while reducing workload. Our transparent and descriptive process shares the progress and pitfalls of the CARES design and development, helping others in this digital innovation area to learn from our experiences at this stage.
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Affiliation(s)
- Caryl Feldacker
- Department of Global Health, University of Washington, Seattle, WA, United States
- International Training and Education Center for Health, Seattle, WA, United States
| | | | | | | | | | | | | | | | | | | | - Daniel Mwakanema
- International Training and Education Center for Health, Lilongwe, Malawi
| | | | | | - Hannock Tweya
- Department of Global Health, University of Washington, Seattle, WA, United States
- International Training and Education Center for Health, Lilongwe, Malawi
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Esra RT, Carstens J, Estill J, Stoch R, Le Roux S, Mabuto T, Eisenstein M, Keiser O, Maskew M, Fox MP, De Voux L, Sharpey-Schafer K. Historical visit attendance as predictor of treatment interruption in South African HIV patients: Extension of a validated machine learning model. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0002105. [PMID: 37467217 DOI: 10.1371/journal.pgph.0002105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 06/05/2023] [Indexed: 07/21/2023]
Abstract
Retention of antiretroviral (ART) patients is a priority for achieving HIV epidemic control in South Africa. While machine-learning methods are being increasingly utilised to identify high risk populations for suboptimal HIV service utilisation, they are limited in terms of explaining relationships between predictors. To further understand these relationships, we implemented machine learning methods optimised for predictive power and traditional statistical methods. We used routinely collected electronic medical record (EMR) data to evaluate longitudinal predictors of lost-to-follow up (LTFU) and temporal interruptions in treatment (IIT) in the first two years of treatment for ART patients in the Gauteng and North West provinces of South Africa. Of the 191,162 ART patients and 1,833,248 visits analysed, 49% experienced at least one IIT and 85% of those returned for a subsequent clinical visit. Patients iteratively transition in and out of treatment indicating that ART retention in South Africa is likely underestimated. Historical visit attendance is shown to be predictive of IIT using machine learning, log binomial regression and survival analyses. Using a previously developed categorical boosting (CatBoost) algorithm, we demonstrate that historical visit attendance alone is able to predict almost half of next missed visits. With the addition of baseline demographic and clinical features, this model is able to predict up to 60% of next missed ART visits with a sensitivity of 61.9% (95% CI: 61.5-62.3%), specificity of 66.5% (95% CI: 66.4-66.7%), and positive predictive value of 19.7% (95% CI: 19.5-19.9%). While the full usage of this model is relevant for settings where infrastructure exists to extract EMR data and run computations in real-time, historical visits attendance alone can be used to identify those at risk of disengaging from HIV care in the absence of other behavioural or observable risk factors.
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Affiliation(s)
- Rachel T Esra
- Institute of Global Health, University of Geneva, Geneva, Switzerland
- Imperial College of London, London, United Kingdom
| | | | - Janne Estill
- Institute of Global Health, University of Geneva, Geneva, Switzerland
| | | | - Sue Le Roux
- The Aurum Institute, Johannesburg, South Africa
| | | | | | - Olivia Keiser
- Institute of Global Health, University of Geneva, Geneva, Switzerland
| | - Mhari Maskew
- Health Economics and Epidemiology Research Office, Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Matthew P Fox
- Health Economics and Epidemiology Research Office, Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Departments of Epidemiology and Global Health, Boston University School of Public Health, Boston, Massachusetts, United States of America
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Pry JM, Mwila C, Kapesa H, Mulabe M, Frimpong C, Moono M, Savory T, Bolton-Moore C, Herce ME, Iyer S. Estimating potential silent transfer using baseline viral load measures among people presenting as new to HIV care in Lusaka, Zambia: a cross-sectional study. BMJ Open 2023; 13:e070384. [PMID: 37230517 DOI: 10.1136/bmjopen-2022-070384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/27/2023] Open
Abstract
OBJECTIVES To estimate potential silent transfer using baseline viral load measures among individuals presenting as new to HIV care in routine HIV clinical settings in Lusaka, Zambia. DESIGN Cross-sectional study. SETTING Two large, urban government-operated health facilities supported by the Centre for Infectious Disease Research in Zambia. PARTICIPANTS A total of 248 participants with an incident positive HIV rapid test. OUTCOME MEASURES The primary outcome measure was HIV viral suppression at baseline (i.e., potential silent transfer), defined as having a viral load ≤1000 RNA copies(c)/mL at the time of initiating HIV care. We also examined viral suppression at ≤60 c/mL. METHODS We surveyed and measured baseline HIV viral load as part of the national recent infection testing algorithm among people living with HIV (PLWH) presenting as new to care. Using mixed effects Poisson regression, we identified characteristics among PLWH associated with potential silent transfer. RESULTS Among the 248 PLWH included, 63% were women with median age of 30, and 66 (27% (66/248)) had viral suppression at ≤1000 c/mL and 53 (21% (53/248)) at ≤60 c/mL thresholds, respectively. Participants aged 40+ years had a significantly higher adjusted prevalence of potential silent transfer (adjusted prevalence ratio (aPR): 2.10; 95% CI: 2.08, 2.13) compared with participants aged 18-24 years. Participants reporting no formal education had a significantly higher adjusted prevalence of potential silent transfer (aPR: 1.63; 95% CI: 1.52, 1.75) compared with those completing primary education. Among 57 potential silent transfers who completed a survey, 44 (77%) indicated having tested positive previously at ≥1 of 38 clinics in Zambia. CONCLUSIONS The high proportion of PLWH with potential silent transfer points to clinic shopping and/or co-enrolment at multiple care sites simultaneously, suggesting an opportunity to improve care continuity at the time of HIV care entry.
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Affiliation(s)
- Jake M Pry
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
- Public Health Sciences, University of California Davis School of Medicine, Sacramento, California, USA
| | - Chilambwe Mwila
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Herbert Kapesa
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Musunge Mulabe
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Christiana Frimpong
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Misinzo Moono
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Theodora Savory
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Carolyn Bolton-Moore
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
- Division of Infectious Disease, The University of Alabama at Birmingham Heersink School of Medicine, Birmingham, Alabama, USA
| | - Michael E Herce
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
- Institute for Global Health & Infectious Diseases, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Shilpa Iyer
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
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10
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Keene CM, Euvrard J, Amico KR, Ragunathan A, English M, McKnight J, Orrell C. Conceptualising engagement with HIV care for people on treatment: the Indicators of HIV Care and AntiRetroviral Engagement (InCARE) Framework. BMC Health Serv Res 2023; 23:435. [PMID: 37143067 PMCID: PMC10161576 DOI: 10.1186/s12913-023-09433-4] [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: 08/12/2022] [Accepted: 04/14/2023] [Indexed: 05/06/2023] Open
Abstract
BACKGROUND As the crisis-based approach to HIV care evolves to chronic disease management, supporting ongoing engagement with HIV care is increasingly important to achieve long-term treatment success. However, 'engagement' is a complex concept and ambiguous definitions limit its evaluation. To guide engagement evaluation and development of interventions to improve HIV outcomes, we sought to identify critical, measurable dimensions of engagement with HIV care for people on treatment from a health service-delivery perspective. METHODS We used a pragmatic, iterative approach to develop a framework, combining insights from researcher experience, a narrative literature review, framework mapping, expert stakeholder input and a formal scoping review of engagement measures. These inputs helped to refine the inclusion and definition of important elements of engagement behaviour that could be evaluated by the health system. RESULTS The final framework presents engagement with HIV care as a dynamic behaviour that people practice rather than an individual characteristic or permanent state, so that people can be variably engaged at different points in their treatment journey. Engagement with HIV care for those on treatment is represented by three measurable dimensions: 'retention' (interaction with health services), 'adherence' (pill-taking behaviour), and 'active self-management' (ownership and self-management of care). Engagement is the product of wider contextual, health system and personal factors, and engagement in all dimensions facilitates successful treatment outcomes, such as virologic suppression and good health. While retention and adherence together may lead to treatment success at a particular point, this framework hypothesises that active self-management sustains treatment success over time. Thus, evaluation of all three core dimensions is crucial to realise the individual, societal and public health benefits of antiretroviral treatment programmes. CONCLUSIONS This framework distils a complex concept into three core, measurable dimensions critical for the maintenance of engagement. It characterises elements that the system might assess to evaluate engagement more comprehensively at individual and programmatic levels, and suggests that active self-management is an important consideration to support lifelong optimal engagement. This framework could be helpful in practice to guide the development of more nuanced interventions that improve long-term treatment success and help maintain momentum in controlling a changing epidemic.
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Affiliation(s)
- Claire M Keene
- Oxford Centre for Global Health Research, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
| | - Jonathan Euvrard
- Centre for Infectious Disease Epidemiology and Research, School of Public Health and Family Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - K Rivet Amico
- Health Behaviour and Health Education, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Ayesha Ragunathan
- Oxford Centre for Global Health Research, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Mike English
- Oxford Centre for Global Health Research, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Jacob McKnight
- Oxford Centre for Global Health Research, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Catherine Orrell
- Department of Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
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11
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Fofana AM, Moultrie H, Scott L, Jacobson KR, Shapiro AN, Dor G, Crankshaw B, Silva PD, Jenkins HE, Bor J, Stevens WS. Cross-municipality migration and spread of tuberculosis in South Africa. Sci Rep 2023; 13:2674. [PMID: 36792792 PMCID: PMC9930008 DOI: 10.1038/s41598-023-29804-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 02/10/2023] [Indexed: 02/17/2023] Open
Abstract
Human migration facilitates the spread of infectious disease. However, little is known about the contribution of migration to the spread of tuberculosis in South Africa. We analyzed longitudinal data on all tuberculosis test results recorded by South Africa's National Health Laboratory Service (NHLS), January 2011-July 2017, alongside municipality-level migration flows estimated from the 2016 South African Community Survey. We first assessed migration patterns in people with laboratory-diagnosed tuberculosis and analyzed demographic predictors. We then quantified the impact of cross-municipality migration on tuberculosis incidence in municipality-level regression models. The NHLS database included 921,888 patients with multiple clinic visits with TB tests. Of these, 147,513 (16%) had tests in different municipalities. The median (IQR) distance travelled was 304 (163 to 536) km. Migration was most common at ages 20-39 years and rates were similar for men and women. In municipality-level regression models, each 1% increase in migration-adjusted tuberculosis prevalence was associated with a 0.47% (95% CI: 0.03% to 0.90%) increase in the incidence of drug-susceptible tuberculosis two years later, even after controlling for baseline prevalence. Similar results were found for rifampicin-resistant tuberculosis. Accounting for migration improved our ability to predict future incidence of tuberculosis.
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Affiliation(s)
- Abdou M Fofana
- Institute for Health System Innovation & Policy, Boston University, Questrom School of Business, Boston, USA.
- Boston University School of Public Health, Boston, USA.
| | - Harry Moultrie
- Centre for Tuberculosis, National Institute for Communicable Diseases, a division of the National Health Laboratory Services, Johannesburg, South Africa
| | - Lesley Scott
- Wits Diagnostic Innovation Hub, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Karen R Jacobson
- Section of Infectious Diseases, Boston University School of Medicine and Boston Medical Center, Boston, USA
| | | | - Graeme Dor
- Wits Diagnostic Innovation Hub, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Beth Crankshaw
- Centre for Tuberculosis, National Institute for Communicable Diseases, a division of the National Health Laboratory Services, Johannesburg, South Africa
| | - Pedro Da Silva
- National Health Laboratory Service, Johannesburg, South Africa
| | | | - Jacob Bor
- Health Economics and Epidemiology Research Office, Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Boston University School of Public Health, Boston, USA
| | - Wendy S Stevens
- Wits Diagnostic Innovation Hub, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- National Health Laboratory Service, Johannesburg, South Africa
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12
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Bisnauth MA, Davies N, Monareng S, Struthers H, McIntyre JA, Rees K. Exploring healthcare workers' experiences of managing patients returning to HIV care in Johannesburg, South Africa. Glob Health Action 2022; 15:2012019. [PMID: 35037586 PMCID: PMC8765239 DOI: 10.1080/16549716.2021.2012019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Background Retention of patients in HIV care is a critical barrier to reaching the UNAIDS 90–90-90 goals in South Africa. In January 2019, Anova Health Institute launched a campaign to encourage patients who had interrupted antiretroviral therapy to return to care. The Welcome Back campaign included training of health care workers and implementation of Médecins Sans Frontiers Welcome Services principles. Objective The aim of this study was to explore the experiences of healthcare workers managing patients reinitiating antiretroviral therapy following training, including barriers and facilitators to implementation. Methods Data were collected from six clinics. This study consisted of three components: 1) surveys; 2) semi-structured interviews and 3) reflexive feedback sessions. Each component covered staff attitudes and facility management of patients reinitiating antiretroviral therapy. A descriptive analysis was conducted of survey responses. A thematic approach was used to analyze interviews. Results Thirty-six healthcare workers completed the survey and interview. Following analysis, feedback sessions were conducted with 99 healthcare workers. Twenty-two (61%) participants were lay counsellors. The majority of healthcare workers reported managing patients returning to care appropriately. However, barriers persisted: 9 (25%) responded that patients were sent to the back of the queue and that service providers continued to insist on transfer letters. Twenty-five (69%) responded they had seen/heard other healthcare workers act poorly towards returning patients after training. Many poor behaviours from healthcare workers stemmed from frustration with the clinical flow and their overburdened work environment. Many participants (78%) believed that the Welcome Back approach helped improve client-provider relationships. Conclusions The Welcome Back approach supported healthcare workers to improve service provision for patients reinitiating antiretroviral therapy. Further support is needed to help providers consistently deliver services in line with the Welcome Back approach. Institutional level changes are required to implement patient-centred and trust-based models of care.
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Affiliation(s)
- Melanie A Bisnauth
- Department of Public Health, Anova Health Institute, Johannesburg, South Africa.,Department of Community Health, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa.,Department of Health Sciences, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - Natasha Davies
- Department of Public Health, Anova Health Institute, Johannesburg, South Africa
| | - Sibongile Monareng
- Department of Public Health, Anova Health Institute, Johannesburg, South Africa
| | - Helen Struthers
- Department of Public Health, Anova Health Institute, Johannesburg, South Africa.,Division of Infectious Diseases & HIV Medicine, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - James A McIntyre
- Department of Public Health, Anova Health Institute, Johannesburg, South Africa.,School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
| | - Kate Rees
- Department of Public Health, Anova Health Institute, Johannesburg, South Africa.,Department of Community Health, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
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13
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Leslie HH, Mooney AC, Gilmore HJ, Agnew E, Grignon JS, deKadt J, Shade SB, Ratlhagana MJ, Sumitani J, Barnhart S, Steward WT, Lippman SA. Prevalence, motivation, and outcomes of clinic transfer in a clinical cohort of people living with HIV in North West Province, South Africa. BMC Health Serv Res 2022; 22:1584. [PMID: 36572869 PMCID: PMC9791728 DOI: 10.1186/s12913-022-08962-8] [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: 09/07/2022] [Accepted: 12/13/2022] [Indexed: 12/27/2022] Open
Abstract
INTRODUCTION Continuity of care is an attribute of high-quality health systems and a necessary component of chronic disease management. Assessment of health information systems for HIV care in South Africa has identified substantial rates of clinic transfer, much of it undocumented. Understanding the reasons for changing sources of care and the implications for patient outcomes is important in informing policy responses. METHODS In this secondary analysis of the 2014 - 2016 I-Care trial, we examined self-reported changes in source of HIV care among a cohort of individuals living with HIV and in care in North West Province, South Africa. Individuals were enrolled in the study within 1 year of diagnosis; participants completed surveys at 6 and 12 months including items on sources of care. Clinical data were extracted from records at participants' original clinic for 12 months following enrollment. We assessed frequency and reason for changing clinics and compared the demographics and care outcomes of those changing and not changing source of care. RESULTS Six hundred seventy-five (89.8%) of 752 study participants completed follow-up surveys with information on sources of HIV care; 101 (15%) reported receiving care at a different facility by month 12 of follow-up. The primary reason for changing was mobility (N=78, 77%). Those who changed clinics were more likely to be young adults, non-citizens, and pregnant at time of diagnosis. Self-reported clinic attendance and ART adherence did not differ based on changing clinics. Those on ART not changing clinics reported 0.66 visits more on average than were documented in clinic records. CONCLUSION At least 1 in 6 participants in HIV care changed clinics within 2 years of diagnosis, mainly driven by mobility; while most appeared lost to follow-up based on records from the original clinic, self-reported visits and adherence were equivalent to those not changing clinics. Routine clinic visits could incorporate questions about care at other locations as well as potential relocation, particularly for younger, pregnant, and non-citizen patients, to support existing efforts to make HIV care records portable and facilitate continuity of care across clinics. TRIAL REGISTRATION The original trial was registered with ClinicalTrials.gov , NCT02417233, on 12 December 2014.
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Affiliation(s)
- Hannah H. Leslie
- grid.266102.10000 0001 2297 6811Division of Prevention Science, Department of Medicine, University of California, San Francisco, 550 16th Street, San Francisco, CA 94158 USA
| | - Alyssa C. Mooney
- grid.266102.10000 0001 2297 6811Institute for Health Policy Studies, University of California, San Francisco, San Francisco, CA USA
| | - Hailey J. Gilmore
- grid.266102.10000 0001 2297 6811Division of Prevention Science, Department of Medicine, University of California, San Francisco, 550 16th Street, San Francisco, CA 94158 USA
| | - Emily Agnew
- grid.266102.10000 0001 2297 6811Division of Prevention Science, Department of Medicine, University of California, San Francisco, 550 16th Street, San Francisco, CA 94158 USA
| | - Jessica S. Grignon
- grid.34477.330000000122986657Department of Global Health, University of Washington, Seattle, WA USA ,International Training and Education Center for Health (I-TECH) South Africa, Pretoria, Republic of South Africa
| | - Julia deKadt
- International Training and Education Center for Health (I-TECH) South Africa, Pretoria, Republic of South Africa
| | - Starley B. Shade
- grid.266102.10000 0001 2297 6811Division of Prevention Science, Department of Medicine, University of California, San Francisco, 550 16th Street, San Francisco, CA 94158 USA
| | - Mary Jane Ratlhagana
- International Training and Education Center for Health (I-TECH) South Africa, Pretoria, Republic of South Africa
| | - Jeri Sumitani
- International Training and Education Center for Health (I-TECH) South Africa, Pretoria, Republic of South Africa
| | - Scott Barnhart
- grid.34477.330000000122986657Department of Global Health, University of Washington, Seattle, WA USA
| | - Wayne T. Steward
- grid.266102.10000 0001 2297 6811Division of Prevention Science, Department of Medicine, University of California, San Francisco, 550 16th Street, San Francisco, CA 94158 USA
| | - Sheri A. Lippman
- grid.266102.10000 0001 2297 6811Division of Prevention Science, Department of Medicine, University of California, San Francisco, 550 16th Street, San Francisco, CA 94158 USA
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14
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Murphy JP, Shumba K, Jamieson L, Nattey C, Pascoe S, Fox MP, Miot J, Maskew M. Assessment of facility-level antiretroviral treatment patient status utilizing a national-level laboratory cohort: Toward an understanding of system-level tracking and clinic switching in South Africa. Front Public Health 2022; 10:959481. [PMID: 36590005 PMCID: PMC9798405 DOI: 10.3389/fpubh.2022.959481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 11/11/2022] [Indexed: 12/23/2022] Open
Abstract
Background Most estimates of HIV retention are derived at the clinic level through antiretroviral (ART) patient management systems, which capture ART clinic visit data, yet these cannot account for silent transfers across HIV treatment sites. Patient laboratory monitoring visits may also be observed in routinely collected laboratory data, which include ART monitoring tests such as CD4 count and HIV viral load, key to our work here. Methods In this analysis, we utilized the NHLS National HIV Cohort (a system-wide viewpoint) to investigate the accuracy of facility-level estimates of retention in care for adult patients accessing care (defined using clinic visit data on patients under ART recorded in an electronic patient management system) at Themba Lethu Clinic (TLC). Furthermore, we describe patterns of facility switching among all patients and those patients classified as lost to follow-up (LTFU) at the facility level. Results Of the 43,538 unique patients in the TLC dataset, we included 20,093 of 25,514 possible patient records (78.8%) in our analysis that were linked with the NHLS National Cohort, and we restricted the analytic sample to patients initiating ART between 1 January 2007 and 31 December 2017. Most (60%) patients were female, and the median age (IQR) at ART initiation was 37 (31-45) years. We found the laboratory records augmented retention estimates by a median of 860 additional active records (about 8% of all median active records across all years) from the facility viewpoint; this augmentation was more noticeable from the system-wide viewpoint, which added evidence of activity of about one-third of total active records in 2017. In 2017, we found 7.0% misclassification at the facility-level viewpoint, a gap which is potentially solvable through data integration/triangulation. We observed 1,134/20,093 (5.6%) silent transfers; these were noticeably more female and younger than the entire dataset. We also report the most common locations for clinic switching at a provincial level. Discussion Integration of multiple data sources has the potential to reduce the misclassification of patients as being lost to care and help understand situations where clinic switching is common. This may help in prioritizing interventions that would assist patients moving between clinics and hopefully contribute to services that normalize formal transfers and fewer silent transfers.
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Affiliation(s)
- Joshua P. Murphy
- Health Economics and Epidemiology Research Office (HERO), Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa,*Correspondence: Joshua P. Murphy
| | - Khumbo Shumba
- Health Economics and Epidemiology Research Office (HERO), Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Lise Jamieson
- Health Economics and Epidemiology Research Office (HERO), Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Cornelius Nattey
- Health Economics and Epidemiology Research Office (HERO), Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Sophie Pascoe
- Health Economics and Epidemiology Research Office (HERO), Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Matthew P. Fox
- Health Economics and Epidemiology Research Office (HERO), Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa,Department of Global Health, School of Public Health, Boston University, Boston, MA, United States
| | - Jacqui Miot
- Health Economics and Epidemiology Research Office (HERO), Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Mhairi Maskew
- Health Economics and Epidemiology Research Office (HERO), Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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15
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Shigayeva A, Gcwensa N, Ndlovu CD, Ntumase N, Sabela S, Ohler L, Trivino-Duran L, Kamara EF, Hlophe K, Isaakidis P, Van Cutsem G. Retention on ART and viral suppression among patients in alternative models of differentiated HIV service delivery in KwaZulu-Natal, South Africa. PLOS GLOBAL PUBLIC HEALTH 2022; 2:e0000336. [PMID: 36962695 PMCID: PMC10021436 DOI: 10.1371/journal.pgph.0000336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 11/10/2022] [Indexed: 06/18/2023]
Abstract
Differentiated models of HIV care (DMOC) aim to improve health care efficiency. We describe outcomes of five DMOC in KwaZulu-Natal, South Africa: facility adherence clubs (facility AC) and community adherence clubs (community AC), community antiretroviral treatment (ART) groups (CAG), spaced fast lane appointments (SFLA), and community pick up points (PuP). This retrospective cohort study included 8241 eligible patients enrolled into DMOC between 1/1/2012 and 31/12/2018. We assessed retention in DMOC and on ART, and viral load suppression (<1000 copies/mL). Kaplan-Meier techniques were applied to describe crude retention. Mixed effects parametric survival models with Weibull distribution and clustering on health center and individual levels were used to assess predictors for ART and DMOC attrition, and VL rebound (≥1000 copies/mL). Overall DMOC retention was 85%, 80%, and 76% at 12, 24 and 36 months. ART retention at 12, 24 and 36 months was 96%, 93%, 90%. Overall incidence rate of VL rebound was 1.9 episodes per 100 person-years. VL rebound rate was 4.9 episodes per 100 person-years among those enrolled in 2012-2015, and 0.8 episodes per 100 person-years among those enrolled in 2016-2018 (RR 0.12; 95% CI, 0.09-0.15, p<0.001). Prevalence of confirmed virological failure was 0.6% (38/6113). Predictors of attrition from DMOC and from ART were male gender, younger age, shorter duration on ART before enrollment. Low level viremia (>200-399 copies/mL) was associated with higher hazards of VL rebound and attrition from ART. Concurrent implementation of several DMOC in a large ART program is feasible and can achieve sustained retention on ART and VL suppression.
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Affiliation(s)
| | - Ntombi Gcwensa
- Médecins Sans Frontières—South Africa, Eshowe, South Africa
| | | | | | | | - Liesbet Ohler
- Médecins Sans Frontières—South Africa, Eshowe, South Africa
| | | | | | | | - Petros Isaakidis
- Southern African Medical Unit, Médecins Sans Frontières, Cape Town, South Africa
- Clinical and Molecular Epidemiology Unit, Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
| | - Gilles Van Cutsem
- Southern African Medical Unit, Médecins Sans Frontières, Cape Town, South Africa
- Centre for Infectious Disease Epidemiology and Research, University of Cape Town, South Africa
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16
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Ngcobo S, Olorunju S, Nkwenika T, Rossouw T. Effect of a ward-based outreach team and adherence game on retention and viral load suppression. South Afr J HIV Med 2022; 23:1446. [PMID: 36751627 PMCID: PMC9772703 DOI: 10.4102/sajhivmed.v23i1.1446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 09/30/2022] [Indexed: 12/13/2022] Open
Abstract
Background Only 66% of South African people living with HIV (PLWH) are virologically suppressed. Therefore, it is important to develop strategies to improve outcomes. Objectives Assess the effect of interventions on 12-month retention in care and virological suppression in participants newly initiated on antiretroviral therapy. Method Fifty-seven clinics were randomised into four arms: Ward-based primary health care outreach teams (WBPHCOTs); Game; WBPHCOT-Game in combination; and Control (standard of care). Sixteen clinics were excluded and four re-allocated because lay counsellors and operational team leaders failed to attend the required training. Seventeen clinics were excluded due to non-enrolment. Results A total of 558 participants from Tshwane district were enrolled. After excluding ineligible participants, 467 participants were included in the analysis: WBPHCOTs (n = 72); Games (n = 126); WBPHCOT-Games (n = 85); and Control (n = 184). Retention in care at 12 months was evaluable in 340 participants (86.2%) were retained in care and 13.8% were lost to follow-up. The intervention groups had higher retention in care than the Control group, but this only reached statistical significance in the Games group (96.8% vs 77.8%; relative risk [RR] 1.25; 95% confidence interval [CI]: 1.13-1.38; P = 0.01). The 12 month virologic suppression rate was 75.3% and was similar across the four arms. Conclusion This study demonstrated that an adherence game intervention could help keep PLWH in care. What this study adds Evidence that interventions, especially Games, could improve retention in care.
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Affiliation(s)
- Sanele Ngcobo
- Department of Family Medicine, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| | - Steve Olorunju
- Biostatistics Unit, South African Medical Research Council, Pretoria, South Africa
| | - Tshifhiwa Nkwenika
- Biostatistics Unit, South African Medical Research Council, Pretoria, South Africa
| | - Theresa Rossouw
- Department of Immunology, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
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17
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MacLeod WB, Bor J, Candy S, Maskew M, Fox MP, Bulekova K, Brennan AT, Potter J, Nattey C, Onoya D, Mlisana K, Stevens W, Carmona S. Cohort profile: the South African National Health Laboratory Service (NHLS) National HIV Cohort. BMJ Open 2022; 12:e066671. [PMID: 36261238 PMCID: PMC9582381 DOI: 10.1136/bmjopen-2022-066671] [Citation(s) in RCA: 4] [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: 11/16/2022] Open
Abstract
PURPOSE South Africa's National Health Laboratory Service (NHLS) National HIV Cohort was established in 2015 to facilitate monitoring, evaluation and research on South Africa's National HIV Treatment Programme. In South Africa, 84.8% of people living with HIV know their HIV status; 70.7% who know their status are on ART; and 87.4% on ART are virologically suppressed. PARTICIPANTS The NHLS National HIV Cohort includes the laboratory data of nearly all patients receiving HIV care in the public sector since April 2004. Patients are included in the cohort if they have received a CD4 count or HIV RNA viral load (VL) test. Using an anonymised unique patient identifier that we have developed and validated to linked test results, we observe patients prospectively through their laboratory results as they receive HIV care and treatment. Patients in HIV care are seen for laboratory monitoring every 6-12 months. Data collected include age, sex, facility location and test results for CD4 counts, VLs and laboratory tests used to screen for potential treatment complications. FINDINGS TO DATE From April 2004 to April 2018, 63 million CD4 count and VL tests were conducted at 5483 facilities. 12.6 million unique patients had at least one CD4 count or VL, indicating they had accessed HIV care, and 7.1 million patients had a VL test indicating they had started antiretroviral therapy. The creation of NHLS National HIV Cohort has enabled longitudinal research on all lab-monitored patients in South Africa's national HIV programme, including analyses of (1) patient health at presentation; (2) care outcomes such as 'CD4 recovery', 'retention in care' and 'viral resuppression'; (3) patterns of transfer and re-entry into care; (4) facility-level variation in care outcomes; and (5) impacts of policies and guideline changes. FUTURE PLANS Continuous updating of the cohort, integration with available clinical data, and expansion to include tuberculosis and other lab-monitored comorbidities.
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Affiliation(s)
- William B MacLeod
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | - Jacob Bor
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
- Departments of Global Health and Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Sue Candy
- Centre for HIV and STIs, National Institute for Communicable Diseases, Sandringham, South Africa
| | - Mhairi Maskew
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | - Matthew P Fox
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
- Departments of Global Health and Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Katia Bulekova
- Research Computing Services, IS&T, Boston University, Boston, Massachusetts, USA
| | - Alana T Brennan
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
- Departments of Global Health and Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| | - James Potter
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Cornelius Nattey
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | - Dorina Onoya
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | - Koleka Mlisana
- Academic Affairs, Research & Quality Assurance, National Health Laboratory Service, Johannesburg, South Africa
| | - Wendy Stevens
- Department of Molecular Medicine and Haematology, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
- National Priority Programmes, National Health Laboratory Service, Sandringham, South Africa
| | - Sergio Carmona
- Department of Molecular Medicine and Haematology, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
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Ntabanganyimana D, Rugema L, Omolo J, Nsekuye O, Malamba SS. Incidence and factors associated with being lost to follow-up among people living with HIV and receiving antiretroviral therapy in Nyarugenge the central business district of Kigali city, Rwanda. PLoS One 2022; 17:e0275954. [PMID: 36228004 PMCID: PMC9562217 DOI: 10.1371/journal.pone.0275954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 09/26/2022] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Lost to follow-up (LTFUP) continues to threaten the sustainability of antiretroviral therapy (ART) benefits and success of ART programs. We determined the incidence and predictors of LTFUP among people living with HIV (PLHIV) on ART in Nyarugenge the Central Business District of Kigali city. METHODS A cohort of PLHIV who initiated ART in 2018 was retrospectively studied for 24 months. Using health facility records, a person who had no record of contact with the health facility for at least three consecutive months was considered LTFUP. LTFUP incidence rates were computed, and the Fine-Gray's competing risk regression models were used to determine factors associated with time to first LTFUP. Generalized estimating equations (GEEs) were used to analyze repeated measurement outcomes of LTFUP and predictors of LTFUP. RESULTS Of 950 participants, 581 (61.2%) were females and 866 (91.2%) were 15 to 49 years old. From 1,586.1 person years of observation (pyo), 148 participants got LTFUP for 451 times. The incidence rate to first event was 9.4 per 100 pyo (95%CI:7.9-10.9) and 31.8 per 100 pyo (95%CI:29.0-34.4) to multiple events. WHO stage, marital status, employment status and person to contact when PLHIV is not reachable were associated with time to first LTFUP event. However, an average participant with a contact person who was not a Community Health Worker (CHW) or a peer educator had higher incidence of LTUP (aIRR = 2.69, 95%CI: 1.43-5.06), an average single patients had higher incidence of LTFUP (aIRR = 1.74, 95%CI: 1.28-2.34) compared to married/co-habiting, and an average self-employed had higher incidence of LTFUP (aIRR = 1.51, 95%CI: 1.14-2.01) compared to participants employed by others. Furthermore, an average PLHIV living out-of-the health facility catchment area had higher incidence of LTFUP (aIRR = 1.55, 95%CI: 1.19-2.01) compared to an average PLHIV living in the health facility catchment area whereas, an average children initiated on first line had lower incidence of LTUP (aIRR = 0.43, 95%CI: 0.21-0.86) compared to adults. CONCLUSION Using CHW and peer educators as contact persons can help to reduce LTFUP while, targeted sensitization and service delivery are needed for single, self-employed and, patients living out of the health facility catchment area.
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Affiliation(s)
- Daniel Ntabanganyimana
- Rwanda Field Epidemiology and Laboratory Training Program, Department of Epidemiology and Biostatistics, University of Rwanda, Kigali, Rwanda
- Ministry of Health, Kigali, Rwanda
- * E-mail:
| | - Lawrence Rugema
- University of Rwanda/School of Public Health, Kigali, Rwanda
| | - Jared Omolo
- CGH DGHT, Centers for Disease Control and Prevention, Kigali, Rwanda
| | - Olivier Nsekuye
- Rwanda Field Epidemiology and Laboratory Training Program, Department of Epidemiology and Biostatistics, University of Rwanda, Kigali, Rwanda
- Rwanda Biomedical Centre, Public Health Surveillance & Emergency Preparedness and Response, Kigali, Rwanda
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Keene CM, Ragunathan A, Euvrard J, English M, McKnight J, Orrell C. Measuring patient engagement with HIV care in sub-Saharan Africa: a scoping study. J Int AIDS Soc 2022; 25:e26025. [PMID: 36285618 PMCID: PMC9597383 DOI: 10.1002/jia2.26025] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 09/27/2022] [Indexed: 11/05/2022] Open
Abstract
INTRODUCTION Engagement with HIV care is a multi-dimensional, dynamic process, critical to maintaining successful treatment outcomes. However, measures of engagement are not standardized nor comprehensive. This undermines our understanding of the scope of challenges with engagement and whether interventions have an impact, complicating patient and programme-level decision-making. This study identified and characterized measures of engagement to support more consistent and comprehensive evaluation. METHODS We conducted a scoping study to systematically categorize measures the health system could use to evaluate engagement with HIV care for those on antiretroviral treatment. Key terms were used to search literature databases (Embase, PsychINFO, Ovid Global-Health, PubMed, Scopus, CINAHL, Cochrane and the World Health Organization Index Medicus), Google Scholar and stakeholder-identified manuscripts, ultimately including English evidence published from sub-Saharan Africa from 2014 to 2021. Measures were extracted, organized, then reviewed with key stakeholders. RESULTS AND DISCUSSION We screened 14,885 titles/abstracts, included 118 full-texts and identified 110 measures of engagement, categorized into three engagement dimensions ("retention," "adherence" and "active self-management"), a combination category ("multi-dimensional engagement") and "treatment outcomes" category (e.g. viral load as an end-result reflecting that engagement occurred). Retention reflected status in care, continuity of attendance and visit timing. Adherence was assessed by a variety of measures categorized into primary (prescription not filled) and secondary measures (medication not taken as directed). Active self-management reflected involvement in care and self-management. Three overarching use cases were identified: research to make recommendations, routine monitoring for quality improvement and strategic decision-making and assessment of individual patients. CONCLUSIONS Heterogeneity in conceptualizing engagement with HIV care is reflected by the broad range of measures identified and the lack of consensus on "gold-standard" indicators. This review organized metrics into five categories based on the dimensions of engagement; further work could identify a standardized, minimum set of measures useful for comprehensive evaluation of engagement for different use cases. In the interim, measurement of engagement could be advanced through the assessment of multiple categories for a more thorough evaluation, conducting sensitivity analyses with commonly used measures for more comparable outputs and using longitudinal measures to evaluate engagement patterns. This could improve research, programme evaluation and nuanced assessment of individual patient engagement in HIV care.
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Affiliation(s)
- Claire M. Keene
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Ayesha Ragunathan
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Jonathan Euvrard
- Centre for Infectious Disease Epidemiology and ResearchSchool of Public Health and Family MedicineFaculty of Health SciencesUniversity of Cape TownCape TownSouth Africa
| | - Mike English
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Jacob McKnight
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Catherine Orrell
- Department of MedicineFaculty of Health SciencesUniversity of Cape TownCape TownSouth Africa
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20
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Keene CM, Ragunathan A, Euvrard J, English M, McKnight J, Orrell C. Measuring patient engagement with HIV care in sub-Saharan Africa: a scoping study. J Int AIDS Soc 2022; 25:e26025. [PMID: 36285618 PMCID: PMC9597383 DOI: 10.1002/jia2.26025/full|10.1002/jia2.26025] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 09/27/2022] [Indexed: 05/22/2023] Open
Abstract
INTRODUCTION Engagement with HIV care is a multi-dimensional, dynamic process, critical to maintaining successful treatment outcomes. However, measures of engagement are not standardized nor comprehensive. This undermines our understanding of the scope of challenges with engagement and whether interventions have an impact, complicating patient and programme-level decision-making. This study identified and characterized measures of engagement to support more consistent and comprehensive evaluation. METHODS We conducted a scoping study to systematically categorize measures the health system could use to evaluate engagement with HIV care for those on antiretroviral treatment. Key terms were used to search literature databases (Embase, PsychINFO, Ovid Global-Health, PubMed, Scopus, CINAHL, Cochrane and the World Health Organization Index Medicus), Google Scholar and stakeholder-identified manuscripts, ultimately including English evidence published from sub-Saharan Africa from 2014 to 2021. Measures were extracted, organized, then reviewed with key stakeholders. RESULTS AND DISCUSSION We screened 14,885 titles/abstracts, included 118 full-texts and identified 110 measures of engagement, categorized into three engagement dimensions ("retention," "adherence" and "active self-management"), a combination category ("multi-dimensional engagement") and "treatment outcomes" category (e.g. viral load as an end-result reflecting that engagement occurred). Retention reflected status in care, continuity of attendance and visit timing. Adherence was assessed by a variety of measures categorized into primary (prescription not filled) and secondary measures (medication not taken as directed). Active self-management reflected involvement in care and self-management. Three overarching use cases were identified: research to make recommendations, routine monitoring for quality improvement and strategic decision-making and assessment of individual patients. CONCLUSIONS Heterogeneity in conceptualizing engagement with HIV care is reflected by the broad range of measures identified and the lack of consensus on "gold-standard" indicators. This review organized metrics into five categories based on the dimensions of engagement; further work could identify a standardized, minimum set of measures useful for comprehensive evaluation of engagement for different use cases. In the interim, measurement of engagement could be advanced through the assessment of multiple categories for a more thorough evaluation, conducting sensitivity analyses with commonly used measures for more comparable outputs and using longitudinal measures to evaluate engagement patterns. This could improve research, programme evaluation and nuanced assessment of individual patient engagement in HIV care.
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Affiliation(s)
- Claire M. Keene
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Ayesha Ragunathan
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Jonathan Euvrard
- Centre for Infectious Disease Epidemiology and ResearchSchool of Public Health and Family MedicineFaculty of Health SciencesUniversity of Cape TownCape TownSouth Africa
| | - Mike English
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Jacob McKnight
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Catherine Orrell
- Department of MedicineFaculty of Health SciencesUniversity of Cape TownCape TownSouth Africa
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21
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Wada PY, Kim A, Jayathilake K, Duda SN, Abo Y, Althoff KN, Cornell M, Musick B, Brown S, Sohn AH, Chan YJ, Wools-Kaloustian KK, Nash D, Yiannoutsos CT, Cesar C, McGowan CC, Rebeiro PF. Site-Level Comprehensiveness of Care Is Associated with Individual Clinical Retention Among Adults Living with HIV in International Epidemiology Databases to Evaluate AIDS, a Global HIV Cohort Collaboration, 2000-2016. AIDS Patient Care STDS 2022; 36:343-355. [PMID: 36037010 PMCID: PMC9514598 DOI: 10.1089/apc.2022.0042] [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: 01/29/2023] Open
Abstract
Retention in care (RIC) reduces HIV transmission and associated morbidity and mortality. We examined whether delivery of comprehensive services influenced individual RIC within the International epidemiology Databases to Evaluate AIDS (IeDEA) network. We collected site data through IeDEA assessments 1.0 (2000-2009) and 2.0 (2010-2016). Each site received a comprehensiveness score for service availability (1 = present, 0 = absent), with tallies ranging from 0 to 7. We obtained individual-level cohort data for adults with at least one visit from 2000 to 2016 at sites responding to either assessment. Person-time was recorded annually, with RIC defined as completing two visits at least 90 days apart in each calendar year. Multivariable modified Poisson regression clustered by site yielded risk ratios and predicted probabilities for individual RIC by comprehensiveness. Among 347,060 individuals in care at 122 sites with 1,619,558 person-years of follow-up, 69.8% of person-time was retained in care, varying by region from 53.8% (Asia-Pacific) to 82.7% (East Africa); RIC improved by about 2% per year from 2000 to 2016 (p = 0.012). Every site provided CD4+ count testing, and >90% of individuals received care at sites that provided combination antiretroviral therapy adherence measures, prevention of mother-to-child transmission, tuberculosis screening, HIV-related prevention, and community tracing services. In adjusted models, individuals at sites with more comprehensive services had higher probabilities of RIC (0.71, 0.74, and 0.83 for scores 5, 6, and 7, respectively; p = 0.019). Within IeDEA, greater site-level comprehensiveness of services was associated with improved individual RIC. Much work remains in exploring this relationship, which may inform HIV clinical practice and health systems planning.
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Affiliation(s)
- Paul Y. Wada
- Division of Infectious Diseases, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Ahra Kim
- Division of Infectious Diseases, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Karu Jayathilake
- Division of Infectious Diseases, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Stephany N. Duda
- Division of Infectious Diseases, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Yao Abo
- Centre Médical de Suivi des Donneurs de Sang (CMSDS), Centre National de Transfusion Sanguine, Abidjan, Côte d'Ivoire
| | - Keri N. Althoff
- Division of Epidemiology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Morna Cornell
- Center for Infectious Disease Epidemiology & Research, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
| | - Beverly Musick
- Division of Biostatistics and Infectious Diseases, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Steve Brown
- Division of Biostatistics and Infectious Diseases, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Annette H. Sohn
- Division of Pediatrics, University of California San Francisco School of Medicine, San Francisco, California, USA
| | - Yu Jiun Chan
- Taipei Veterans General Hospital, Taipei, Taiwan
| | - Kara K. Wools-Kaloustian
- Division of Biostatistics and Infectious Diseases, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Denis Nash
- Division of Epidemiology and Biostatistics, City University of New York, Institute for Implementation Science in Population Health, New York, New York, USA
| | - Constantin T. Yiannoutsos
- Division of Biostatistics, Indiana University Fairbanks School of Public Health, Indianapolis, Indiana, USA
| | | | - Catherine C. McGowan
- Division of Infectious Diseases, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Peter F. Rebeiro
- Division of Infectious Diseases, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
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22
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Brijkumar J, Edwards JA, Johnson BA, Ordonez C, Sunpath H, Lee M, Dudgeon MR, Rautman L, Pillay S, Moodley P, Sun YV, Castillo-Mancilla J, Li JZ, Kuritzkes DR, Moosa MYS, Marconi VC. Comparing effectiveness of first-line antiretroviral therapy between peri-urban and rural clinics in KwaZulu-Natal, South Africa. HIV Med 2022; 23:727-737. [PMID: 35023287 PMCID: PMC9353676 DOI: 10.1111/hiv.13231] [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: 08/12/2021] [Revised: 12/02/2021] [Accepted: 12/23/2021] [Indexed: 11/28/2022]
Abstract
OBJECTIVES Viral suppression (VS) is the hallmark of successful antiretroviral therapy (ART) programmes. We sought to compare clinic retention, virological outcomes, drug resistance and mortality between peri-urban and rural settings in South Africa after first-line ART. METHODS Beginning in July 2014, 1000 (500 peri-urban and 500 rural) ART-naïve patients with HIV were enrolled and managed according to local standard of care. Clinic retention, virological suppression, virological failure (VF), genotypic drug resistance and mortality were assessed. The definition of VS was a viral load ≤1000 copies/ml. Time to event analyses were stratified by site, median age and gender. Kaplan-Meier curves were calculated and graphed with log-rank modelling to compare curves. RESULTS Based on 2741 patient-years of follow-up, retention and mortality did not differ between sites. Among all 1000 participants, 47%, 84% and 91% had achieved VS by 6, 12 and 24 months, respectively, which was observed earlier in the peri-urban site. At both sites, men aged < 32 years had the highest proportion of VF (15.5%), while women aged > 32 years had the lowest, at 7.1% (p = 0.018). Among 55 genotypes, 42 (76.4%) had at one or more resistance mutations, which did not differ by site. K103N (59%) and M184V (52%) were the most common mutations, followed by V106M and K65R (31% each). Overall, death was infrequent (< 4%). CONCLUSIONS No significant differences in treatment outcomes between peri-urban and rural clinics were observed. In both settings, young men were especially susceptible to clinic attrition and VF. More effective adherence support for this important demographic group is needed to achieve UNAIDS targets.
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Affiliation(s)
- Jaysingh Brijkumar
- University of KwaZulu Natal, Nelson R Mandela School of Medicine, Durban, South Africa
| | - Johnathan A. Edwards
- Emory University Rollins School of Public Health, Atlanta, Georgia, USA,Emory University School of Medicine, Atlanta, Georgia, USA,University of Lincoln, School of Health and Social Care, Lincoln International Institute for Rural Health, Lincoln, UK
| | | | - Claudia Ordonez
- Emory University Rollins School of Public Health, Atlanta, Georgia, USA
| | - Henry Sunpath
- University of KwaZulu Natal, Nelson R Mandela School of Medicine, Durban, South Africa
| | - Mitch Lee
- Emory University Rollins School of Public Health, Atlanta, Georgia, USA
| | - Mathew R. Dudgeon
- Emory University Rollins School of Public Health, Atlanta, Georgia, USA
| | - Lydia Rautman
- Emory University Rollins School of Public Health, Atlanta, Georgia, USA
| | - Selvan Pillay
- University of KwaZulu Natal, Nelson R Mandela School of Medicine, Durban, South Africa
| | - Pravi Moodley
- University of KwaZulu-Natal, School of Laboratory Medicine and Medical Sciences, National Health Laboratory Service, Durban, South Africa
| | - Y. V. Sun
- Emory University Rollins School of Public Health, Atlanta, Georgia, USA
| | | | - Jonathan Z. Li
- Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Daniel R. Kuritzkes
- Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Mohamed Y. S. Moosa
- University of KwaZulu Natal, Nelson R Mandela School of Medicine, Durban, South Africa
| | - Vincent Charles Marconi
- Emory University Rollins School of Public Health, Atlanta, Georgia, USA,Emory University School of Medicine, Atlanta, Georgia, USA,Emory Vaccine Center, Atlanta, Georgia, USA
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Beeman A, Bengtson AM, Swartz A, Colvin CJ, Lurie MN. Cyclical Engagement in HIV Care: A Qualitative Study of Clinic Transfers to Re-enter HIV Care in Cape Town, South Africa. AIDS Behav 2022; 26:2387-2396. [PMID: 35061116 PMCID: PMC9167245 DOI: 10.1007/s10461-022-03582-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/08/2022] [Indexed: 01/25/2023]
Abstract
Long-term patient engagement and retention in HIV care is an ongoing challenge in South Africa's strained health system. However, some patients thought to be "lost to follow-up" (LTFU) may have "transferred" clinics to receive care elsewhere. Through semi-structured interviews, we explored the relationship between clinic transfer and long-term patient engagement among 19 treatment-experienced people living with HIV (PLWH) who self-identified as having engaged in a clinic transfer at least once since starting antiretroviral therapy (ART) in Gugulethu, Cape Town. Our findings suggest that patient engagement is often fluid, as PLWH cycle in and out of care multiple times during their lifetime. The linear nature of the HIV care cascade model poorly describes the lived realities of PLWH on established treatment. Further research is needed to explore strategies for reducing unplanned clinic transfers and offer more supportive care to new and returning patients.
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Affiliation(s)
- Aly Beeman
- Brown University School of Public Health, Providence, RI, USA
| | - Angela M Bengtson
- Department of Epidemiology, Brown University School of Public Health, Box GS-121-2, Room 221, 121 South Main Street, Providence, RI, 02912, USA
| | - Alison Swartz
- Department of Epidemiology, Brown University School of Public Health, Box GS-121-2, Room 221, 121 South Main Street, Providence, RI, 02912, USA
- Division of Social and Behavioural Sciences, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
| | - Christopher J Colvin
- Department of Epidemiology, Brown University School of Public Health, Box GS-121-2, Room 221, 121 South Main Street, Providence, RI, 02912, USA
- Division of Social and Behavioural Sciences, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Mark N Lurie
- Department of Epidemiology, Brown University School of Public Health, Box GS-121-2, Room 221, 121 South Main Street, Providence, RI, 02912, USA.
- Division of Social and Behavioural Sciences, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa.
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Odayar J, Chi BH, Phillips TK, Mukonda E, Hsiao NY, Lesosky M, Myer L. Transfer of Patients on Antiretroviral Therapy Attending Primary Health Care Services in South Africa. J Acquir Immune Defic Syndr 2022; 90:309-315. [PMID: 35298449 DOI: 10.1097/qai.0000000000002950] [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: 11/08/2021] [Accepted: 02/22/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND Patients stable on antiretroviral therapy (ART) may require transfer between health care facilities to maintain continuous care, yet data on the frequency, predictors, and virologic outcomes of transfers are limited. METHODS Data for all viral load (VL) testing at public sector health facilities in the Western Cape Province (2011-2018) were obtained. Participant inclusion criteria were a first VL between 2011 and 2013, age >15 years at ART initiation, and >1 VL within 5 years of ART initiation, of which ≥1 was at a primary health care facility. Two successive VLs taken at different facilities indicated a transfer. We assessed predictors of transfer using generalized estimating equations with Poisson regression and the association between transfer and subsequent VL> 1000 copies/mL using generalized mixed effects. RESULTS Overall 84,814 participants (median age at ART initiation 34 years and 68% female) were followed up for up to 4.5 years after their first VL: 34% (n = 29,056) transferred at least once, and among these, 26% transferred twice and 11% transferred thrice or more. Female sex, age <30 years, and first VL > 1000 copies/mL were independently associated with an increased rate of transfer [adjusted rate ratio 1.24, 95% confidence interval (CI): 1.21 to 1.26; 1.34, 95% CI: 1.31 to 1.36; and 1.42, 95% CI: 1.38 to 1.45, respectively]. Adjusting for age, sex, and disengagement, transfer was associated with an increased relative odds of VL > 1000 copies/mL (odds ratio 1.35, 95% CI: 1.29 to 1.42). CONCLUSIONS Approximately one-third of participants transferred and virologic outcomes were poor post-transfer. Stable patients who transfer may require additional support to maintain adherence.
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Affiliation(s)
- Jasantha Odayar
- Division of Epidemiology & Biostatistics, School of Public Health & Family Medicine, University of Cape Town, Cape Town, South Africa
| | - Benjamin H Chi
- Department of Obstetrics and Gynecology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC; and
| | - Tamsin K Phillips
- Division of Epidemiology & Biostatistics, School of Public Health & Family Medicine, University of Cape Town, Cape Town, South Africa
| | - Elton Mukonda
- Division of Epidemiology & Biostatistics, School of Public Health & Family Medicine, University of Cape Town, Cape Town, South Africa
| | - Nei-Yuan Hsiao
- Division of Medical Virology, National Health Laboratory Service, University of Cape Town and Groote Schuur Hospital, Cape Town, South Africa
| | - Maia Lesosky
- Division of Epidemiology & Biostatistics, School of Public Health & Family Medicine, University of Cape Town, Cape Town, South Africa
| | - Landon Myer
- Division of Epidemiology & Biostatistics, School of Public Health & Family Medicine, University of Cape Town, Cape Town, South Africa
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Ngcobo S, Scheepers S, Mbatha N, Grobler E, Rossouw T. Roles, Barriers, and Recommendations for Community Health Workers Providing Community-Based HIV Care in Sub-Saharan Africa: A Review. AIDS Patient Care STDS 2022; 36:130-144. [PMID: 35438523 PMCID: PMC9057893 DOI: 10.1089/apc.2022.0020] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
While the impact of Community Health Workers (CHWs) on home-based human immunodeficiency virus (HIV) care has been documented, barriers and recommendations have not been systematically reviewed. Following the reporting requirements of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, we used an aggregative narrative synthesis approach to summarize the results of qualitative studies published between January 1, 2000, and November 6, 2020 in the following databases: PubMed, CINAHL, PsychINFO, Web of Science, and Google Scholar. In total, 17 studies met the selection criteria and were included in the analysis. They reported on a range of roles played by CHWs in HIV care, including education and health promotion; HIV-specific care (HIV testing services; screening for opportunistic infections and acute illness); medication delivery; tracing persons who had defaulted from care; and support (treatment support; referral; home-based care; and psychosocial support). Many different barriers to community-based HIV care were reported and centered on the following themes: Stigma and nondisclosure; inadequate support (lack of resources, inadequate training, inadequate funding, and inadequate monitoring); and health system challenges (patients' preference for more frequent visits and poor integration of CHWs in the wider health care system). Recommendations to mitigate these barriers included: addressing HIV-related stigma; introducing updated and relevant CHW training; strengthening the supervision of CHWs; coordinating care between the home and facilities; incorporating patient-centered mHealth approaches; and committing to the funding and resources needed for successful community-based care. In summary, CHWs are providing a variety of important community-based HIV services but face challenges with regards to training, resources, and supervision.
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Affiliation(s)
- Sanele Ngcobo
- Department of Family Medicine, University of Pretoria, Pretoria, South Africa
| | - Susan Scheepers
- Medical Library, University of Pretoria, Pretoria, South Africa
| | - Nothando Mbatha
- Department of Public Health and University of Pretoria, Pretoria, South Africa
| | - Estelle Grobler
- Medical Library, University of Pretoria, Pretoria, South Africa
| | - Theresa Rossouw
- Department of Immunology, University of Pretoria, Pretoria, South Africa
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Baseline and Process Factors of Anti-Retroviral Therapy That Predict Loss to Follow-up Among People Living with HIV/AIDS in China: A Retrospective Cohort Study. AIDS Behav 2022; 26:1126-1137. [PMID: 34698955 DOI: 10.1007/s10461-021-03466-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/10/2021] [Indexed: 10/20/2022]
Abstract
We explored the predictors and predictive models of loss to follow-up (LTFU) during the first year of anti-retroviral therapy (ART). LTFU was defined as the failure to visit the clinic for antiretroviral drugs for ≥ 90 days after the last missed scheduled visit. Based on the electronic medical records of 5953 patients who were HIV positive and began ART between 2016 and 2019 in China, the LTFU rate was 7.24 (95% confidence interval 6.49-7.97) per 100 person-years during the first year of ART. ART baseline factors were associated with LTFU, but were non-optimal predictors. A model including ART process-related factors such as follow-up behaviors and physical health status had an area under the receiver operating characteristic curve of 73.4% for predicting LTFU. Therefore, the medical records of follow-up visits can be used to identify patients with a high risk of LTFU and allow interventions to be implemented proactively.
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Cassim N, Rebbeck TR, Glencross DK, George JA. Retrospective analysis to describe trends in first-ever prostate-specific antigen (PSA) testing for primary healthcare facilities in the Gauteng Province, South Africa, between 2006 and 2016. BMJ Open 2022; 12:e050646. [PMID: 35314469 PMCID: PMC8938704 DOI: 10.1136/bmjopen-2021-050646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 02/09/2022] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVES The objective of our study was to use laboratory data to describe prostate-specific antigen (PSA) testing trends for primary healthcare (PHC) services from a single province. PHC is a basic package of services offered to local communities, serving as the first point of contact within the health system. These services are offered at clinics and community health centres (CHC), the latter providing additional maternity, accident and emergency services. DESIGN The retrospective descriptive study design was used. METHODS We analysed national laboratory data between 2006 and 2016 for men ≥30 years in the Gauteng Province. We used the probabilistic matching algorithm to create first-ever PSA cohort. We used the hot-deck imputation to assign missing race group values and the district health information system facility descriptors to identify PHC testing. We reported patient numbers by calendar year, age category and race group as well as descriptive statistics. We used multivariable logistic regression to assess any association for race group and age with a PSA ≥4 µg/L. RESULTS Between 2006 and 2016, numbers of men tested increased from 1782 to 67 025, respectively, with 186 984/239 506 (78.1%) tests were from clinics. The majority of testing was for men in the 50-59 age category (31.5%) and Black Africans (86.4%). We reported a median of 0.9 µg/L that increased with age. A PSA ≥4 µg/L was reported for 11.7% of men, increasing to 35.5% for the ≥70 age category. The logistic regression reported that the adjusted odds of having a PSA ≥4 µg/L was significantly lower for Indian/Asians, multiracials and whites than for Black Africans (p value<0.0001). CONCLUSIONS Our study has shown a marked increase in PSA testing from clinics and CHC suggestive of screening for prostate cancer. The approaches reported in this study can be extended for national data.
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Affiliation(s)
- Naseem Cassim
- Faculty of Health Sciences, Department of Molecular Medicine and Haematology, University of the Witwatersrand, Johannesburg-Braamfontein, Gauteng, South Africa
- Department of Molecular Medicine and Haematology, National Health Laboratory Service, Johannesburg, Gauteng, South Africa
| | - Timothy R Rebbeck
- Dana Farber Cancer Institute, Harvard TH Chan School of Public Health, Harvard University, Cambridge, Massachusetts, USA
| | - Deborah K Glencross
- Faculty of Health Sciences, Department of Molecular Medicine and Haematology, University of the Witwatersrand, Johannesburg-Braamfontein, Gauteng, South Africa
- Department of Molecular Medicine and Haematology, National Health Laboratory Service, Johannesburg, Gauteng, South Africa
| | - Jaya A George
- Department of Molecular Medicine and Haematology, National Health Laboratory Service, Johannesburg, Gauteng, South Africa
- Department of Chemical Pathology, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
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MacKellar D, Hlophe T, Ujamaa D, Pals S, Dlamini M, Dube L, Suraratdecha C, Williams D, Byrd J, Tobias J, Mndzebele P, Behel S, Pathmanathan I, Mazibuko S, Tilahun E, Ryan C. Antiretroviral therapy initiation and retention among clients who received peer-delivered linkage case management and standard linkage services, Eswatini, 2016-2020: retrospective comparative cohort study. Arch Public Health 2022; 80:74. [PMID: 35260189 PMCID: PMC8905856 DOI: 10.1186/s13690-022-00810-9] [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: 08/06/2021] [Accepted: 01/29/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Persons living with HIV infection (PLHIV) who are diagnosed in community settings in sub-Saharan Africa are particularly vulnerable to barriers to care that prevent or delay many from obtaining antiretroviral therapy (ART). METHODS We conducted a retrospective cohort study to assess if a package of peer-delivered linkage case management and treatment navigation services (CommLink) was more effective than peer-delivered counseling, referral, and telephone follow-up (standard linkage services, SLS) in initiating and retaining PLHIV on ART after diagnosis in community settings in Eswatini. HIV-test records of 773 CommLink and 769 SLS clients aged ≥ 15 years diagnosed between March 2016 and March 2018, matched by urban and rural settings of diagnosis, were selected for the study. CommLink counselors recorded resolved and unresolved barriers to care (e.g., perceived wellbeing, fear of partner response, stigmatization) during a median of 52 days (interquartile range: 35-69) of case management. RESULTS Twice as many CommLink than SLS clients initiated ART by 90 days of diagnosis overall (88.4% vs. 37.9%, adjusted relative risk (aRR): 2.33, 95% confidence interval (CI): 1.97, 2.77) and during test and treat when all PLHIV were eligible for ART (96.2% vs. 37.1%, aRR: 2.59, 95% CI: 2.20, 3.04). By 18 months of diagnosis, 54% more CommLink than SLS clients were initiated and retained on ART (76.3% vs. 49.5%, aRR: 1.54, 95% CI: 1.33, 1.79). Peer counselors helped resolve 896 (65%) of 1372 identified barriers of CommLink clients. Compared with clients with ≥ 3 unresolved barriers to care, 42% (aRR: 1.42, 95% CI: 1.19, 1.68) more clients with 1-2 unresolved barriers, 44% (aRR: 1.44, 95% CI: 1.25, 1.66) more clients with all barriers resolved, and 54% (aRR: 1.54, 95% CI: 1.30, 1.81) more clients who had no identified barriers were initiated and retained on ART by 18 months of diagnosis. CONCLUSIONS To improve early ART initiation and retention among PLHIV diagnosed in community settings, HIV prevention programs should consider providing a package of peer-delivered linkage case management and treatment navigation services. Clients with multiple unresolved barriers to care measured as part of that package should be triaged for differentiated linkage and retention services.
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Affiliation(s)
- Duncan MacKellar
- Division of Global HIV and TB, Center for Global Health, U.S. Centers for Disease Control and Prevention, Atlanta, GA, USA.
| | | | | | - Sherri Pals
- Division of Global HIV and TB, Center for Global Health, U.S. Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Lenhle Dube
- Eswatini Ministry of Health, Mbabane, Eswatini
| | - Chutima Suraratdecha
- Division of Global HIV and TB, Center for Global Health, U.S. Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Daniel Williams
- U.S. Centers for Disease Control and Prevention, Pretoria, South Africa
| | | | - James Tobias
- Division of Global HIV and TB, Center for Global Health, U.S. Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Stephanie Behel
- Division of Global HIV and TB, Center for Global Health, U.S. Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Ishani Pathmanathan
- Division of Global HIV and TB, Center for Global Health, U.S. Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | | | - Caroline Ryan
- U.S. Centers for Disease Control and Prevention, Mbabane, Eswatini
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Sabin LL, Gifford AL, Haberer JE, Harvey K, Sarkisova N, Martin K, West RL, Stephens J, Killian C, Halim N, Berkowitz N, Jennings K, Jennings L, Orrell C. Patients' and Providers' Views on Optimal Evidence-Based and Scalable Interventions for Individuals at High Risk of HIV Treatment Failure: Sequential Explorations Among Key Stakeholders in Cape Town, South Africa. AIDS Behav 2022; 26:2783-2797. [PMID: 35190943 DOI: 10.1007/s10461-022-03623-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/09/2022] [Indexed: 11/25/2022]
Abstract
To support translation of evidence-based interventions into practice for HIV patients at high risk of treatment failure, we conducted qualitative research in Cape Town, South Africa. After local health officials vetted interventions as potentially scalable, we held 41 in-depth interviews with patients with elevated viral load or a 3-month treatment gap at community clinics, followed by focus group discussions (FGDs) with 20 providers (physicians/nurses, counselors, and community health care workers). Interviews queried treatment barriers, solutions, and specific intervention options, including motivational text messages, data-informed counseling, individual counseling, peer support groups, check-in texts, and treatment buddies. Based on patients' preferences, motivational texts and treatment buddies were removed from consideration in subsequent FGDs. Patients most preferred peer support groups and check-in texts while individual counseling garnered the broadest support among providers. Check-in texts, peer support groups, and data-informed counseling were also endorsed by provider sub-groups. These strategies warrant attention for scale-up in South Africa and other resource-constrained settings.
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Affiliation(s)
- Lora L Sabin
- Department of Global Health, Boston University School of Public Health, 801 Massachusetts Avenue, Crosstown, 3rd Floor, Boston, MA, 02118, USA.
| | - Allen L Gifford
- Section of General Internal Medicine, Boston University School of Medicine and Department of Health Law, Policy, and Management, Boston University School of Public Health, Boston, MA, 02118, USA
- Center for Healthcare Organization and Implementation Research, VA Boston Healthcare System, Boston, MA, 02130, USA
| | - Jessica E Haberer
- Center of Global Health, Massachusetts General Hospital, Boston, MA, 02114, USA
- Department of Medicine, Harvard Medical School, Boston, MA, 02114, USA
| | - Kelsee Harvey
- Department of Global Health, Boston University School of Public Health, 801 Massachusetts Avenue, Crosstown, 3rd Floor, Boston, MA, 02118, USA
| | - Natalya Sarkisova
- Department of Global Health, Boston University School of Public Health, 801 Massachusetts Avenue, Crosstown, 3rd Floor, Boston, MA, 02118, USA
| | - Kyle Martin
- Department of Global Health, Boston University School of Public Health, 801 Massachusetts Avenue, Crosstown, 3rd Floor, Boston, MA, 02118, USA
| | - Rebecca L West
- Department of Global Health, Boston University School of Public Health, 801 Massachusetts Avenue, Crosstown, 3rd Floor, Boston, MA, 02118, USA
| | - Jessie Stephens
- Department of Global Health, Boston University School of Public Health, 801 Massachusetts Avenue, Crosstown, 3rd Floor, Boston, MA, 02118, USA
| | - Clare Killian
- Department of Global Health, Boston University School of Public Health, 801 Massachusetts Avenue, Crosstown, 3rd Floor, Boston, MA, 02118, USA
| | - Nafisa Halim
- Department of Global Health, Boston University School of Public Health, 801 Massachusetts Avenue, Crosstown, 3rd Floor, Boston, MA, 02118, USA
| | | | - Karen Jennings
- City of Cape Town Health Department, Cape Town, South Africa
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Spooner E, Reddy T, Mchunu N, Reddy S, Daniels B, Ngomane N, Luthuli N, Kiepiela P, Coutsoudis A. Point-of-care CD4 testing: Differentiated care for the most vulnerable. J Glob Health 2022; 12:04004. [PMID: 35136596 PMCID: PMC8818294 DOI: 10.7189/jogh.12.04004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Background South Africa, with the highest burden of HIV infection globally, has made huge strides in its HIV/ART programme, but AIDS deaths have not decreased proportionally to ART uptake. Advanced HIV disease (CD4 < 200 cells/mm3) persists, and CD4 count testing is being overlooked since universal test-and-treat was implemented. Point-of-care CD4 testing could address this gap and assure differentiated care to these vulnerable patients with low CD4 counts. Methods A time randomised implementation trial was conducted, enrolling 603 HIV positive non-ART, not pregnant patients at a primary health care clinic in Durban, South Africa. Weeks were randomised to either point-of-care CD4 testing (n = 305 patients) or standard-of-care central laboratory CD4 testing (n = 298 patients) to assess the proportion initiating ART at 3 months. Cox regression, with robust standard errors adjusting for clustering by week, were used to assess the relationship between treatment initiation and arm. Results Among the 578 (299 point-of-care and 279 standard-of-care) patients eligible for analysis, there was no significant difference in the number of eligible patients initiating ART within 3 months in the point-of-care (73%) and the standard-of-care (68%) groups (P = 0.112). The time-to-treat analysis was not significantly different in patients with CD4 counts of 201-500 cells/mm3 which could have been due to appointment scheduling to cope with the large burden of cases. However, in patients with advanced HIV disease (CD4 < 200cells/mm3) 65% more patients started ART earlier in the point-of-care group (HR 1.65 (95% confidence interval (CI) = 0.99-2.75; P = 0.052) compared to the standard-of-care group. Conclusions Point-of-care testing decreased time-to-treatment in those with advanced HIV disease. With universal test and treat for HIV, rollout of simple point-of-care CD4 testing would ensure early diagnosis of advanced HIV disease and facilitate differentiated care for these vulnerable patients as per the World Health Organisation 2020 target product profile for point-of-care CD4 testing. Trial registration ISRCTN14220457.
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Affiliation(s)
- Elizabeth Spooner
- Department of Paediatrics and Child Health, University of KwaZulu-Natal, Durban, South Africa
- South African Medical Research Council, HIV Prevention Research Unit, Durban, South Africa
| | - Tarylee Reddy
- South African Medical Research Council, Biostatistics Unit, Durban, South Africa
| | - Nobuhle Mchunu
- South African Medical Research Council, Biostatistics Unit, Durban, South Africa
- School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Pietermaritzburg, South Africa
| | | | - Brodie Daniels
- South African Medical Research Council, HIV Prevention Research Unit, Durban, South Africa
| | | | | | | | - Anna Coutsoudis
- Department of Paediatrics and Child Health, University of KwaZulu-Natal, Durban, South Africa
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Espinosa Dice AL, Bengtson AM, Mwenda KM, Colvin CJ, Lurie MN. Quantifying clinic transfers among people living with HIV in the Western Cape, South Africa: a retrospective spatial analysis. BMJ Open 2021; 11:e055712. [PMID: 34857581 PMCID: PMC8640660 DOI: 10.1136/bmjopen-2021-055712] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 11/03/2021] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVES For persons living with HIV (PLWH) in long-term care, clinic transfers are common and influence sustained engagement in HIV care, as they are associated with significant time out-of-care, low CD4 count, and unsuppressed viral load on re-entry. Despite the geospatial nature of clinic transfers, there exist limited data on the geospatial trends of clinic transfers to guide intervention development. In this study, we investigate the geospatial characteristics and trends of clinic transfers among PLWH on antiretroviral therapy (ART) in the Western Cape Province of South Africa. DESIGN Retrospective spatial analysis. SETTING PLWH who initiated ART treatment between 2012 and 2016 in South Africa's Western Cape Province were followed from ART initiation to their last visit prior to 2017. Deidentified electronic medical records from all public clinical, pharmacy, and laboratory visits in the Western Cape were linked across space and time using a unique patient identifier number. PARTICIPANTS 4176 ART initiators in South Africa (68% women). METHODS We defined a clinic transfer as any switch between health facilities that occurred on different days and measured the distance between facilities using geodesic distance. We constructed network flow maps to evaluate geospatial trends in clinic transfers over time, both for individuals' first transfer and overall. RESULTS Two-thirds of ART initiators transferred health facilities at least once during follow-up. Median distance between all clinic transfer origins and destinations among participants was 8.6 km. Participant transfers were heavily clustered around Cape Town. There was a positive association between time on ART and clinic transfer distance, both among participants' first transfers and overall. CONCLUSION This study is among the first to examine geospatial trends in clinic transfers over time among PLWH. Our results make clear that clinic transfers are common and can cluster in urban areas, necessitating better integrated health information systems and HIV care.
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Affiliation(s)
- Ana Lucia Espinosa Dice
- Department of Biostatistics, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Angela M Bengtson
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Kevin M Mwenda
- Spatial Structures in the Social Sciences (S4), Population Studies and Training Center (PSTC), Brown University, Providence, Rhode Island, USA
| | - Christopher J Colvin
- Division of Social and Behavioural Sciences, School of Public Health and Family Medicine, University of Cape Town, Observatory, Western Cape, South Africa
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia, USA
| | - Mark N Lurie
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, USA
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Bengtson AM, Espinosa Dice AL, Kirwa K, Cornell M, Colvin CJ, Lurie MN. Patient Transfers and Their Impact on Gaps in Clinical Care: Differences by Gender in a Large Cohort of Adults Living with HIV on Antiretroviral Therapy in South Africa. AIDS Behav 2021; 25:3337-3346. [PMID: 33609203 DOI: 10.1007/s10461-021-03191-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/08/2021] [Indexed: 01/14/2023]
Abstract
For people living with HIV (PLWH), patient transfers may affect engagement in care. We followed a cohort of PLWH in Cape Town, South Africa who tested positive for HIV in 2012-2013 from ART initiation in 2012-2016 through December 2016. Patient transfers were defined as moving from one healthcare facility to another on a different day, considering all healthcare visits and recorded HIV-visits only. We estimated incidence rates (IR) for transfers by time since ART initiation, overall and by gender, and associations between transfers and gaps of > 180 days in clinical care. Overall, 4,176 PLWH were followed for a median of 32 months, and 8% (HIV visits)-17% (all healthcare visits) of visits were patient transfers. Including all healthcare visits, transfers were highest through 3 months on ART (IR 20.2 transfers per 100 visits, 95% CI 19.2-21.2), but increased through 36 months on ART when only HIV visits were included (IR 9.7, 95% CI 8.8-10.8). Overall, women were more likely to transfer than men, and transfers were associated with gaps in care (IR ratio [IRR] 3.06 95% CI 2.83-3.32; HIV visits only). In this cohort, patient transfers were frequent, more common among women, and associated with gaps in care.
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Why do patients interrupt and return to antiretroviral therapy? Retention in HIV care from the patient's perspective in Johannesburg, South Africa. PLoS One 2021; 16:e0256540. [PMID: 34473742 PMCID: PMC8412245 DOI: 10.1371/journal.pone.0256540] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 08/09/2021] [Indexed: 01/22/2023] Open
Abstract
Background Retention in care is required for optimal clinical outcomes in people living with HIV (PLHIV). Although most PLHIV in South Africa know their HIV status, only 70% are on antiretroviral therapy (ART). Improved retention in care is needed to get closer to sustained ART for all. In January 2019, Anova Health Institute conducted a campaign to encourage patients who had interrupted ART to return to care. Methods Data collection was conducted in one region of Johannesburg. This mixed methods study consisted of two components: 1) healthcare providers entered data into a structured tool for all patients re-initiating ART at nine clinics over a nine-month period, 2) Semi-structured interviews were conducted with a sub-set of patients. Responses to the tool were analysed descriptively, we report frequencies, and percentages. A thematic approach was used to analyse participant experiences in-depth. Results 562 people re-initiated ART, 66% were women, 75% were 25–49 years old. The three most common reasons for disengagement from care were mobility (30%), ART related factors (15%), and time limitations due to work (10%). Reasons for returning included it becoming easier to attend the clinic (34%) and worry about not being on ART (19%). Mobile interview participants often forgot their medical files and expressed that managing their ART was difficult because they often needed a transfer letter to gain access to ART at another facility. On the other hand, clinics that had flexible and extended hours facilitated retention in care. Conclusion In both the quantitative data, and the qualitative analysis, changing life circumstances was the most prominent reason for disengagement from care. Health services were not perceived to be responsive to life changes or mobility, leading to disengagement. More client-centred and responsive health services should improve retention on ART.
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Koech E, Stafford KA, Mutysia I, Katana A, Jumbe M, Awuor P, Lavoie MC, Ngunu C, Riedel DJ, Ojoo S. Factors Associated with Loss to Follow-Up Among Patients Receiving HIV Treatment in Nairobi, Kenya. AIDS Res Hum Retroviruses 2021; 37:642-646. [PMID: 33913735 DOI: 10.1089/aid.2020.0292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
We investigated factors associated with loss to follow-up (LTFU) in 24 urban health facilities in Nairobi, Kenya. We conducted a retrospective analysis of routinely collected data to assess factors associated with LTFU in the period October 1, 2016, to June 30, 2017. LTFU was defined as no antiretroviral therapy (ART) refill for ≥90 days and no documentation of transfer, death, or treatment cessation in the patient chart, and if no lapse of ≥90 days between ART refills, patients were considered retained in care. Multivariable logistic regression modeling was used to compute odds ratios and 95% confidence interval (CI) for LTFU. Our analysis included 633 individuals who were LTFU and 13,098 individuals retained in care. Most participants (69.6%) were women, and median age was 33.0 years (interquartile range, 27.2-38.3 years). Median ART duration was shorter among those LTFU (0.4 years) than retained patients (2.5 years, p < .0001). Being male [adjusted odds ratio (aOR) 1.30; 95% CI: 1.04-1.63, p = .02], transferring into facilities while already receiving ART (aOR 11.58; 95% CI: 8.23-16.29, p < .0001), and having a shorter ART duration (<6 months) were associated with increased odds of LTFU. Patients who transferred into a facility while already receiving ART had the highest adjusted odds of being LTFU compared with those retained in care. In this urban and highly mobile population, transferring into facilities while already receiving ART was strongly associated with LTFU. Focusing programming efforts on patients transferring between urban clinics to identify reasons for transfer and potential barriers to treatment adherence could help improve patient outcomes. Supplementary case management and support may be needed to promote a seamless transition and ensure uninterrupted engagement in HIV care and treatment.
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Affiliation(s)
- Emily Koech
- Center for International Health, Education, and Biosecurity Kenya, University of Maryland, Nairobi, Kenya
| | - Kristen A. Stafford
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Immaculate Mutysia
- Division of Global HIV & TB, U.S. Centers for Disease Control and Prevention, Nairobi, Kenya
| | - Abraham Katana
- Division of Global HIV & TB, U.S. Centers for Disease Control and Prevention, Nairobi, Kenya
| | - Marline Jumbe
- Center for International Health, Education, and Biosecurity Kenya, University of Maryland, Nairobi, Kenya
| | - Patrick Awuor
- Center for International Health, Education, and Biosecurity Kenya, University of Maryland, Nairobi, Kenya
| | - Marie-Claude Lavoie
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | | | - David J. Riedel
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Sylvia Ojoo
- Center for International Health, Education, and Biosecurity Kenya, University of Maryland, Nairobi, Kenya
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Mee P, Rice B, Kabudula CW, Tollman SM, Gómez-Olivé FX, Reniers G. The impact of HIV status on the distance traveled to health facilities and adherence to care. A record-linkage study from rural South Africa. J Glob Health 2021; 10:020435. [PMID: 33312502 PMCID: PMC7719896 DOI: 10.7189/jogh.10.020435] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Background For people living with HIV (PLWH), the burden of travelling to a clinic outside of one’s home community in order to reduce the level of stigma experienced, may impact adherence to treatment and accelerate disease progression. Methods This study is set in the Agincourt Health and Demographic Surveillance System (HDSS) in South Africa. Probabilistic and interactive methods were used to individually link HDSS data with medical records. A regression analysis was used to assess whether travel distance was correlated with the condition for which individuals were seeking care (primarily HIV, diabetes or hypertension). For PLWH, a Cox proportional hazard regression model was used to test for an association between the distance travelled to the clinic and late attendance at follow-up visits. Results The adjusted relative risk (RR) of travelling to a clinic more than 5 km from that nearest to their home for HIV patients compared to those being treated for other conditions was 2.78 (95% confidence interval (CI) = 2.23-3.48). The adjusted Cox regression model showed no evidence for an association between the distance travelled to a clinic and the rate of late visits. (RR = 1.00, 95% CI = 0.99-1.00). Conclusions The findings were consistent with the hypothesis that people living with HIV/AIDS would be willing to accept the burden of increased clinic travel distances in order to maintain anonymity and so limit their exposure to stigma from fellow community members. For those seeking HIV care the lack of an association between increased travel distances and late visit attendance suggests this may not impact treatment outcomes.
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Affiliation(s)
- Paul Mee
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Public Health, London School of Hygiene and Tropical Medicine, London, UK.,The MeSH Consortium, London School of Hygiene and Tropical Medicine, London, UK.,Medical Research Council/Wits University Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Brian Rice
- The MeSH Consortium, London School of Hygiene and Tropical Medicine, London, UK.,Department of Public Health, Environments and Society, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK
| | - Chodziwadziwa Whiteson Kabudula
- Medical Research Council/Wits University Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.,INDEPTH Network, Accra, Ghana
| | - Stephen M Tollman
- Medical Research Council/Wits University Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.,INDEPTH Network, Accra, Ghana
| | - Francesc Xavier Gómez-Olivé
- Medical Research Council/Wits University Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.,INDEPTH Network, Accra, Ghana
| | - Georges Reniers
- Medical Research Council/Wits University Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.,Department of Population Health, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
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Mody A, Tram KH, Glidden DV, Eshun-Wilson I, Sikombe K, Mehrotra M, Pry JM, Geng EH. Novel Longitudinal Methods for Assessing Retention in Care: a Synthetic Review. Curr HIV/AIDS Rep 2021; 18:299-308. [PMID: 33948789 DOI: 10.1007/s11904-021-00561-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/21/2021] [Indexed: 01/22/2023]
Abstract
PURPOSE OF REVIEW Retention in care is both dynamic and longitudinal in nature, but current approaches to retention often reduce these complex histories into cross-sectional metrics that obscure the nuanced experiences of patients receiving HIV care. In this review, we discuss contemporary approaches to assessing retention in care that captures its dynamic nature and the methodological and data considerations to do so. RECENT FINDINGS Enhancing retention measurements either through patient tracing or "big data" approaches (including probabilistic matching) to link databases from different sources can be used to assess longitudinal retention from the perspective of the patient when they transition in and out of care and access care at different facilities. Novel longitudinal analytic approaches such as multi-state and group-based trajectory analyses are designed specifically for assessing metrics that can change over time such as retention in care. Multi-state analyses capture the transitions individuals make in between different retention states over time and provide a comprehensive depiction of longitudinal population-level outcomes. Group-based trajectory analyses can identify patient subgroups that follow distinctive retention trajectories over time and highlight the heterogeneity of retention patterns across the population. Emerging approaches to longitudinally measure retention in care provide nuanced assessments that reveal unique insights into different care gaps at different time points over an individuals' treatment. These methods help meet the needs of the current scientific agenda for retention and reveal important opportunities for developing more tailored interventions that target the varied care challenges patients may face over the course of lifelong treatment.
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Affiliation(s)
- Aaloke Mody
- Division of Infectious Diseases, Washington University School of Medicine, Campus Box 8051, 4523 Clayton Avenue, St. Louis, Missouri, 63110, USA.
| | - Khai Hoan Tram
- Division of Infectious Diseases, Washington University School of Medicine, Campus Box 8051, 4523 Clayton Avenue, St. Louis, Missouri, 63110, USA
| | - David V Glidden
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Ingrid Eshun-Wilson
- Division of Infectious Diseases, Washington University School of Medicine, Campus Box 8051, 4523 Clayton Avenue, St. Louis, Missouri, 63110, USA
| | - Kombatende Sikombe
- Centre for Infectious Diseases Research in Zambia, Lusaka, Zambia
- Department of Public Health Environments and Society, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK
| | - Megha Mehrotra
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Jake M Pry
- Division of Infectious Diseases, Washington University School of Medicine, Campus Box 8051, 4523 Clayton Avenue, St. Louis, Missouri, 63110, USA
- Centre for Infectious Diseases Research in Zambia, Lusaka, Zambia
| | - Elvin H Geng
- Division of Infectious Diseases, Washington University School of Medicine, Campus Box 8051, 4523 Clayton Avenue, St. Louis, Missouri, 63110, USA
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Ballif M, Christ B, Anderegg N, Chammartin F, Muhairwe J, Jefferys L, Hector J, van Dijk J, Vinikoor MJ, van Lettow M, Chimbetete C, Phiri SJ, Onoya D, Fox MP, Egger M. Tracing people living with HIV who are lost to follow-up at ART programs in Southern Africa: A sampling-based cohort study in six countries. Clin Infect Dis 2021; 74:171-179. [PMID: 33993219 DOI: 10.1093/cid/ciab428] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Attrition threatens the success of antiretroviral therapy (ART). In this cohort study, we examined outcomes of people living with HIV (PLHIV) lost to follow-up (LTFU) 2014-2017 at ART programs in Southern Africa. METHODS We confirmed LTFU (missed appointment for ≥60 or ≥90 days, according to local guidelines) by checking medical records and used a standardized protocol to trace a weighted random sample of PLHIV who were LTFU in eight ART programs in Lesotho, Malawi, Mozambique, South Africa, Zambia and Zimbabwe, 2017-2019. We ascertained vital status and identified predictors of mortality using logistic regression, adjusted for sex, age, time on ART, time since LTFU, travel time, and urban or rural setting. RESULTS Among 3,256 PLHIV, 385 (12%) were wrongly categorized as LTFU and 577 (17%) had missing contact details. We traced 2,294 PLHIV (71%) by phone calls, home visits or both: 768 (34% of 2,294) were alive and in care, including 385 (17%) silent transfers to another clinic; 528 (23%) were alive without care or unknown care; 252 (11%) had died. Overall, the status of 1,323 (41% of 3,256) PLHIV remained unknown. Mortality was higher in men than women, higher in children than in young people or adults, higher in PLHIV who had been on ART <1 year or lost >1 year, living further from the clinic or in rural areas. Results were heterogeneous across sites. CONCLUSIONS Our study highlights the urgent need for better medical record systems at HIV clinics and rapid tracing of PLHIV who are LTFU.
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Affiliation(s)
- Marie Ballif
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Benedikt Christ
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Nanina Anderegg
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | | | | | | | | | | | | | | | | | | | - Dorina Onoya
- Health Economics and Epidemiology Research Office, Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, South Africa
| | - Matthew P Fox
- Health Economics and Epidemiology Research Office, Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, South Africa.,Department of Epidemiology and Global Health, Boston University School of Public Health, Boston, MA, USA
| | - Matthias Egger
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.,Centre for Infectious Disease Research and Epidemiology, University of Cape Town, Cape Town, South Africa.,Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
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38
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Mavhandu-Ramarumo LG, Tambe LAM, Matume ND, Katerere D, Bessong PO. Undisclosed exposure to antiretrovirals prior to treatment initiation: An exploratory analysis. South Afr J HIV Med 2021; 22:1200. [PMID: 33936791 PMCID: PMC8063556 DOI: 10.4102/sajhivmed.v22i1.1200] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 02/19/2021] [Indexed: 11/01/2022] Open
Abstract
Background The proportion of individuals with a history of exposure ('pre-exposure') to antiretrovirals (ARVs) prior to formal initiation into antiretroviral treatment (ART) is unknown. Objectives This study describes the detection of ARVs in plasma and/or hair, of persons who self-reported no pre-exposure to ART at their first-time initiation onto ART in three clinics in the province of Limpopo, South Africa (SA). Method Concentrations of tenofovir (TDF), emtricitabine (FTC) and efavirenz (EFV) in the plasma and hair of individuals initiating ART were analysed using a validated liquid chromatography tandem mass spectrometry (LC-MS/MS) method. Next generation sequences of HIV polymerase gene were analysed with Geneious software 11.15, and drug resistance (DR) mutations were determined according to the Stanford HIV Drug-Resistance database. Participants' demographic data were collected on a structured questionnaire. Data that describe prior exposure to ARV were also collected by this self-reporting method. Results Paired blood and hair samples were collected from 77 individuals newly initiated onto ART from 2017 to 2019. We detected at least one of the drugs in the plasma or hair of 41/77 (53.2%) patients who responded with a 'no' to the question 'have you received ARVs before initiation onto ART?' Thirty-one participants (n = 31/77, 40.3%) had TDF in either plasma or hair. Emtricitabine and EFV were found in the plasma or hair of 12/77 (15.6%) and 25/77 (32.4%) of participants respectively. Six (n = 6/77, 7.792%) had all three ARVs in plasma or hair. Prevalence of DR mutations at the > 5% significance threshold level in those known to have had ARV-exposure determined by LC-MS/MS prior to ART-initiation was not significant (χ2 = 0.798; p = 0.372), when compared to those who had no prior exposure but still showed DR. Conclusion Antiretroviral levels in the hair of individuals initiating treatment imply prolonged prior-exposure to that ARV. The presence of ARV in plasma and hair of persons living with HIV (PLWH) who deny ARV-use, requires an explanation. A larger study at multiple sites and regular DR surveillance of ART-naïve PLWH will be necessary to confirm the generalisability of these findings to the wider South African population.
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Affiliation(s)
- Lufuno G Mavhandu-Ramarumo
- HIV/AIDS and Global Health Research Programme, Department of Microbiology, School of Mathematical and Natural Sciences, University of Venda, Thohoyandou, South Africa
| | - Lisa A M Tambe
- HIV/AIDS and Global Health Research Programme, Department of Microbiology, School of Mathematical and Natural Sciences, University of Venda, Thohoyandou, South Africa
| | - Nontokozo D Matume
- HIV/AIDS and Global Health Research Programme, Department of Microbiology, School of Mathematical and Natural Sciences, University of Venda, Thohoyandou, South Africa
| | - David Katerere
- Department of Pharmaceutical Sciences, Faculty of Pharmaceutical Science, Tshwane University of Technology, Pretoria, South Africa
| | - Pascal O Bessong
- HIV/AIDS and Global Health Research Programme, Department of Microbiology, School of Mathematical and Natural Sciences, University of Venda, Thohoyandou, South Africa.,Center for Global Health Equity, University of Virginia, Charlottesville, United States of America
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Bor J, Gage A, Onoya D, Maskew M, Tripodis Y, Fox MP, Puren A, Carmona S, Mlisana K, MacLeod W. Variation in HIV care and treatment outcomes by facility in South Africa, 2011-2015: A cohort study. PLoS Med 2021; 18:e1003479. [PMID: 33789340 PMCID: PMC8012100 DOI: 10.1371/journal.pmed.1003479] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 03/11/2021] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Despite widespread availability of HIV treatment, patient outcomes differ across facilities. We propose and evaluate an approach to measure quality of HIV care at health facilities in South Africa's national HIV program using routine laboratory data. METHODS AND FINDINGS Data were extracted from South Africa's National Health Laboratory Service (NHLS) Corporate Data Warehouse. All CD4 counts, viral loads (VLs), and other laboratory tests used in HIV monitoring were linked, creating a validated patient identifier. We constructed longitudinal HIV care cascades for all patients in the national HIV program, excluding data from the Western Cape and very small facilities. We then estimated for each facility in each year (2011 to 2015) the following cascade measures identified a priori as reflecting quality of HIV care: median CD4 count among new patients; retention 12 months after presentation; 12-month retention among patients established in care; viral suppression; CD4 recovery; monitoring after an elevated VL. We used factor analysis to identify an underlying measure of quality of care, and we assessed the persistence of this quality measure over time. We then assessed spatiotemporal variation and facility and population predictors in a multivariable regression context. We analyzed data on 3,265 facilities with a median (IQR) annual size of 441 (189 to 988) lab-monitored HIV patients. Retention 12 months after presentation increased from 42% to 47% during the study period, and viral suppression increased from 66% to 79%, although there was substantial variability across facilities. We identified an underlying measure of quality of HIV care that correlated with all cascade measures except median CD4 count at presentation. Averaging across the 5 years of data, this quality score attained a reliability of 0.84. Quality was higher for clinics (versus hospitals), in rural (versus urban) areas, and for larger facilities. Quality was lower in high-poverty areas but was not independently associated with percent Black. Quality increased by 0.49 (95% CI 0.46 to 0.53) standard deviations from 2011 to 2015, and there was evidence of geospatial autocorrelation (p < 0.001). The study's limitations include an inability to fully adjust for underlying patient risk, reliance on laboratory data which do not capture all relevant domains of quality, potential for errors in record linkage, and the omission of Western Cape. CONCLUSIONS We observed persistent differences in HIV care and treatment outcomes across South African facilities. Targeting low-performing facilities for additional support could reduce overall burden of disease.
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Affiliation(s)
- Jacob Bor
- Department of Global Health, Boston University School of Public Health, BA, United States of America
- Health Economics and Epidemiology Research Office, Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
- Department of Epidemiology, Boston University School of Public Health, BA, United States of America
| | - Anna Gage
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, BA, United States of America
| | - Dorina Onoya
- Health Economics and Epidemiology Research Office, Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
| | - Mhairi Maskew
- Health Economics and Epidemiology Research Office, Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, BA, United States of America
| | - Matthew P. Fox
- Department of Global Health, Boston University School of Public Health, BA, United States of America
- Health Economics and Epidemiology Research Office, Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
- Department of Epidemiology, Boston University School of Public Health, BA, United States of America
| | - Adrian Puren
- National Health Laboratory Service, Johannesburg, South Africa
| | - Sergio Carmona
- National Health Laboratory Service, Johannesburg, South Africa
| | - Koleka Mlisana
- National Health Laboratory Service, Johannesburg, South Africa
| | - William MacLeod
- Department of Global Health, Boston University School of Public Health, BA, United States of America
- Health Economics and Epidemiology Research Office, Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
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Clouse K, Phillips TK, Mogoba P, Ndlovu L, Bassett J, Myer L. Attitudes Toward a Proposed GPS-Based Location Tracking Smartphone App for Improving Engagement in HIV Care Among Pregnant and Postpartum Women in South Africa: Focus Group and Interview Study. JMIR Form Res 2021; 5:e19243. [PMID: 33555261 PMCID: PMC7899801 DOI: 10.2196/19243] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 08/27/2020] [Accepted: 01/07/2021] [Indexed: 01/13/2023] Open
Abstract
Background Peripartum women living with HIV in South Africa are at high risk of dropping out of care and are also a particularly mobile population, which may impact their engagement in HIV care. With the rise in mobile phone use worldwide, there is an opportunity to use smartphones and GPS location software to characterize mobility in real time. Objective The aim of this study was to propose a smartphone app that could collect individual GPS locations to improve engagement in HIV care and to assess potential users’ attitudes toward the proposed app. Methods We conducted 50 in-depth interviews (IDIs) with pregnant women living with HIV in Cape Town and Johannesburg, South Africa, and 6 focus group discussions (FGDs) with 27 postpartum women living with HIV in Cape Town. Through an open-ended question in the IDIs, we categorized “positive,” “neutral,” or “negative” reactions to the proposed app and identified key quotations. For the FGD data, we grouped the text into themes, then analyzed it for patterns, concepts, and associations and selected illustrative quotations. Results In the IDIs, the majority of participants (76%, 38/50) responded favorably to the proposed app. Favorable comments were related to the convenience of facilitated continued care, a sense of helpfulness on the part of the researchers and facilities, and the difficulties of trying to maintain care while traveling. Among the 4/50 participants (8%) who responded negatively, their comments were primarily related to the individual’s responsibility for their own health care. The FGDs revealed four themes: facilitating connection to care, informed choice, disclosure (intentional or unintentional), and trust in researchers. Conclusions Women living with HIV were overwhelmingly positive about the idea of a GPS-based smartphone app to improve engagement in HIV care. Participants reported that they would welcome a tool to facilitate connection to care when traveling and expressed trust in researchers and health care facilities. Within the context of the rapid increase of smartphone use in South Africa, these early results warrant further exploration and critical evaluation following real-world experience with the app.
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Affiliation(s)
- Kate Clouse
- Vanderbilt University School of Nursing, Nashville, TN, United States.,Vanderbilt Institute for Global Health, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Tamsin K Phillips
- Division of Epidemiology and Biostatistics, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
| | - Phepo Mogoba
- Division of Epidemiology and Biostatistics, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
| | - Linda Ndlovu
- Division of Epidemiology and Biostatistics, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
| | | | - Landon Myer
- Division of Epidemiology and Biostatistics, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
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Onoya D, Hendrickson C, Sineke T, Maskew M, Long L, Bor J, Fox MP. Attrition in HIV care following HIV diagnosis: a comparison of the pre-UTT and UTT eras in South Africa. J Int AIDS Soc 2021; 24:e25652. [PMID: 33605061 PMCID: PMC7893145 DOI: 10.1002/jia2.25652] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 09/07/2020] [Accepted: 11/17/2020] [Indexed: 11/06/2022] Open
Abstract
INTRODUCTION Policies for Universal Test & Treat (UTT) and same-day initiation (SDI) of antiretroviral therapy (ART) were instituted in South Africa in September 2016 and 2017 respectively. However, there is limited evidence on whether these changes have improved patient retention after HIV diagnosis. METHODS We enrolled three cohorts of newly diagnosed HIV-infected adults from two primary health clinics in Johannesburg from April to November 2015 (Pre-UTT, N = 144), May-September 2017 (UTT, N = 178) and October-December 2017 (SDI, N = 88). A baseline survey was administered immediately after HIV diagnosis after which follow-up using clinical records (paper charts, electronic health records and laboratory data) ensued for 12 months. The primary outcome was patient loss to follow-up (being >90 days late for the last scheduled appointment) at 12 months post-HIV diagnosis. We modelled attrition across HIV policy periods with Cox proportional hazard regression. RESULTS Overall, 410 of 580 screened HIV-positive patients were enrolled. Overall, attrition at 12 months was 30% lower in the UTT guideline period (38.2%) compared to pre-UTT (47.2%, aHR 0.7, 95% CI: 0.5 to 1.0). However, the total attrition was similar between the SDI (47.7%) and pre-UTT cohorts (aHR 1.0, 95% CI: 0.7 to 1.5). Older age at HIV diagnosis (aHR 0.5 for ≥40 vs. 25 to 29 years, 95% CI: 0.3 to 0.8) and being in a non-marital relationship (aHR 0.5 vs. being single, 95% CI: 0.3 to 0.8) protected against LTFU at 12 months, whereas LTFU rates increased with longer travel time to the diagnosing clinic (aHR 1.8 for ≥30 minutes vs. ≤15 minutes, 95% CI: 1.1 to 3.1). In analyses adjusted for the time-varying ART initiation status, compared to the pre-ART period of care, the hazard of on-ART LTFU was 90% higher among participants diagnosed under the SDI policy compared to pre-UTT (aHR 1.9, 95% CI: 1.1 to 2.9). CONCLUSIONS Overall, nearly two-fifths of HIV positive patients are likely to disengage from care by 12 months after HIV diagnosis under the new SDI policy. Furthermore, the increase in on-ART patient attrition after the introduction of the SDI policy is cause for concern. Further research is needed to determine the best way for rapidly initiating patients on ART and also reducing long-term attrition from care.
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Affiliation(s)
- Dorina Onoya
- Health Economics and Epidemiology Research OfficeDepartment of Internal MedicineSchool of Clinical MedicineFaculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
| | - Cheryl Hendrickson
- Health Economics and Epidemiology Research OfficeDepartment of Internal MedicineSchool of Clinical MedicineFaculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
| | - Tembeka Sineke
- Health Economics and Epidemiology Research OfficeDepartment of Internal MedicineSchool of Clinical MedicineFaculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
| | - Mhairi Maskew
- Health Economics and Epidemiology Research OfficeDepartment of Internal MedicineSchool of Clinical MedicineFaculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
| | - Lawrence Long
- Health Economics and Epidemiology Research OfficeDepartment of Internal MedicineSchool of Clinical MedicineFaculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
- Department of Global HealthBoston University School of Public HealthBostonMAUSA
| | - Jacob Bor
- Health Economics and Epidemiology Research OfficeDepartment of Internal MedicineSchool of Clinical MedicineFaculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
- Department of Global HealthBoston University School of Public HealthBostonMAUSA
| | - Matthew P. Fox
- Health Economics and Epidemiology Research OfficeDepartment of Internal MedicineSchool of Clinical MedicineFaculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
- Department of Global HealthBoston University School of Public HealthBostonMAUSA
- Department of EpidemiologyBoston University School of Public HealthBostonMAUSA
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Mathebula R, Kuonza L, Musekiwa A, Kularatne R, Puren A, Reubenson G, Sherman G, Kufa T. Trends in RPR Seropositivity among Children Younger than 2 Years in South Africa, 2010-2019. J Trop Pediatr 2021; 67:6178988. [PMID: 33742203 DOI: 10.1093/tropej/fmab017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
A positive rapid plasma reagin (RPR) result in children under the age of 2 years indicates either passive transplacental transfer of maternal antibodies or active infection with syphilis (possible congenital syphilis). We describe trends in RPR seropositivity in this population using centralized laboratory data. A secondary analysis of laboratory data collected through the National Health Laboratory Service, Corporate Data Warehouse from 2010 to 2019 was conducted. Of the 127 150 children <2 years included in the analysis, 10 969 [8.6%; 95% confidence interval (95% CI) 85-88]) were RPR seropositive. RPR seropositivity increased from 6.5% to 13.0% between 2010 and 2019. Overall, the annual rate of RPR seropositivity was relatively stable between 2010 and 2018 with a range of 89-127/100 000 live births, increasing sharply to 165/100 000 livebirths in 2019. KwaZulu-Natal and North West provinces recorded the largest increases in annual seropositivity rate, while Eastern Cape and Western Cape had the most significant declines. Although this analysis is limited to laboratory results, in the absence of major changes in testing practices, there may be a rise in the burden of antenatal syphilis exposure in utero indicating an increase in maternal syphilis and syphilis transmission in the general population. South Africa needs to intensify Mother-to-Child Transmission of syphilis elimination efforts to reach the WHO target of ≤50 cases per 100 live births by 2030.
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Affiliation(s)
- Rudzani Mathebula
- School of Health Systems and Public Health, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa.,South African Field Epidemiology Training Programme (SAFETP), National Institute for Communicable Diseases, Johannesburg, South Africa
| | - Lazarus Kuonza
- School of Health Systems and Public Health, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa.,South African Field Epidemiology Training Programme (SAFETP), National Institute for Communicable Diseases, Johannesburg, South Africa.,School of Health Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - Alfred Musekiwa
- School of Health Systems and Public Health, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| | - Ranmini Kularatne
- Centre for HIV and STI, National Institute for Communicable Disease, Johannesburg, South Africa.,Department of Clinical Microbiology & Infectious Diseases, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Adrian Puren
- Centre for HIV and STI, National Institute for Communicable Disease, Johannesburg, South Africa.,Division of Virology, School of Pathology, University of the Witwatersrand Medical School, Johannesburg, South Africa
| | - Gary Reubenson
- Department of Paediatrics and Child Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Gayle Sherman
- Centre for HIV and STI, National Institute for Communicable Disease, Johannesburg, South Africa.,Department of Paediatrics and Child Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Tendesayi Kufa
- School of Health Public Health, University of the Witwatersrand, Johannesburg, South Africa.,Centre for HIV and STI, National Institute for Communicable Disease, Johannesburg, South Africa
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Leavitt SV, Jacobson KR, Ragan EJ, Bor J, Hughes J, Bouton TC, Dolby T, Warren RM, Jenkins HE. Decentralized Care for Rifampin-Resistant Tuberculosis, Western Cape, South Africa. Emerg Infect Dis 2021; 27:728-739. [PMID: 33622466 PMCID: PMC7920662 DOI: 10.3201/eid2703.203204] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
In 2011, South Africa implemented a policy to decentralize treatment for rifampin-resistant tuberculosis (TB) to reduce durations of hospitalization and enable local treatment. We assessed policy implementation in Western Cape Province, where services expanded from 6 specialized TB hospitals to 406 facilities, by analyzing National Health Laboratory Service data on TB during 2012-2015. We calculated the percentage of patients who visited a TB hospital <1 year after rifampin-resistant TB diagnosis, the median duration of their hospitalizations, and the total distance between facilities visited. We assessed temporal changes with linear regression and stratified results by location. Of 2,878 patients, 65% were from Cape Town. In Cape Town, 29% visited a TB hospital; elsewhere, 68% visited a TB hospital. We found that hospitalizations and travel distances were shorter in Cape Town than in the surrounding areas.
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Sikombe K, Mody A, Kadota J, Pry J“J, Simbeza S, Eshun-Wilson I, Situmbeko SR, Bukankala C, Beres L, Mukamba N, Wa Mwanza M, Bolton- Moore C, Holmes CB, Geng EH, Sikazwe I. Understanding patient transfers across multiple clinics in Zambia among HIV infected adults. PLoS One 2020; 15:e0241477. [PMID: 33147250 PMCID: PMC7641414 DOI: 10.1371/journal.pone.0241477] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 10/15/2020] [Indexed: 12/30/2022] Open
Abstract
Many patients in HIV care in Africa considered lost to follow up (LTFU) at one facility are reportedly accessing care in another. The success of these unofficial transfers as measured by time to re-entry at the new-facility, prevalence of treatment interruptions, speed of ART-initiation, and overall continuity of care is not well characterized but may reveal opportunities for improvement. We traced a random sample of LTFU HIV-infected patients in Zambia. Among those found alive and reported in care at a new-facility, we reviewed records at the receiving facility to verify transfer; and when verified, documented the transfer experience. We used Kaplan-Meier methods to examine incidence of ART-initiation after transfer to new clinic. We assessed demographic and clinical characteristics, official and cross-provincial transfer for associations with HIV treatment re-engagement using Poisson regression models and associations between official-transfer and same-day ART initiation at the new-facility. Among 350 LTFU-patients, 178 (51%) were successfully verified through chart review at the new-facility. 132 (74.2%) were female, 72 (40.4%) aged 25-35, and 51% were ever recorded as previously being on ART. 110 patients (61.8%) were registered under new ART-IDs and 97 (54.5%) received a new HIV test. 54% of those previously on ART-initiated on the same-day. Using the same ART-ID was associated with same-day initiation compared to those receiving a new ART-ID (p = 0.07). 80% (n = 91) of those ever on ART had evidence of medication initiation at new clinic. Among these, initiation reached 66% (95% CI: 56-75) by 30 days, 77.5% (95% CI: 68-86) by 90 days after new-facility presentation. Many patients use new identifiers at new facilities, indicative of inefficiencies. Re-entry into new facilities among the unofficial-transfer population is often delayed and timely treatment initiation is inconsistent, suggesting interruptions in treatment. Health systems innovations to ensure smooth and safe transfers are needed to maintain quality HIV care.
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Affiliation(s)
- Kombatende Sikombe
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
- Department of Public Health, Environments and Society, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Aaloke Mody
- Division of Infectious Diseases, Washington University School of Medicine, Washington University in St. Louis, St. Louis, Missouri, United States of America
| | - Jillian Kadota
- Division of Pulmonary and Critical Care Medicine and Center for Tuberculosis, University of California San Francisco, San Francisco, California, United States of America
| | - Jesse “Jake” Pry
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
- Division of Infectious Diseases, Washington University School of Medicine, Washington University in St. Louis, St. Louis, Missouri, United States of America
| | - Sandra Simbeza
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Ingrid Eshun-Wilson
- Division of Infectious Diseases, Washington University School of Medicine, Washington University in St. Louis, St. Louis, Missouri, United States of America
| | | | - Chama Bukankala
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Laura Beres
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Njekwa Mukamba
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Mwanza Wa Mwanza
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Carolyn Bolton- Moore
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
- Division of Infectious Diseases, University of Alabama, Birmingham, Alabama, United States of America
| | - Charles B. Holmes
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Center for Global Health and Quality, Georgetown University, Washington, District of Columbia, United States of America
| | - Elvin H. Geng
- Division of Infectious Diseases, Washington University School of Medicine, Washington University in St. Louis, St. Louis, Missouri, United States of America
| | - Izukanji Sikazwe
- Research Department, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
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Retention in HIV Care Among HIV-Seropositive Pregnant and Postpartum Women in Uganda: Results of a Randomized Controlled Trial. AIDS Behav 2020; 24:3164-3175. [PMID: 32314120 DOI: 10.1007/s10461-020-02875-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
We tested an intervention that aimed to increase retention in antiretroviral therapy (ART) among HIV-positive pregnant and postpartum women, a population shown to be vulnerable to poor ART outcomes. 133 pregnant women initiating ART at 2 hospitals in Uganda used real time-enabled wireless pill monitors (WPM) for 1 month, and were then randomized to receive text message reminders (triggered by late dose-taking) and data-informed counseling through 3 months postpartum or standard care. We assessed "full retention" (proportion attending all monthly clinic visits and delivering at a study facility; "visit retention" (proportion of clinic visits attended); and "postpartum retention" (proportion retained at 3 months postpartum). Intention-to-treat and per protocol analyses found that retention was relatively low and similar between groups, with no significant differences. Retention declined significantly post-delivery. The intervention was unsuccessful in this population, which experiences suboptimal ART retention and is in urgent need of effective interventions.
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Zanoni BC, Archary M, Sibaya T, Musinguzi N, Haberer JE. Transition from pediatric to adult care for adolescents living with HIV in South Africa: A natural experiment and survival analysis. PLoS One 2020; 15:e0240918. [PMID: 33108396 PMCID: PMC7591089 DOI: 10.1371/journal.pone.0240918] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Accepted: 10/05/2020] [Indexed: 01/29/2023] Open
Abstract
OBJECTIVE To determine rates of retention and viral suppression among adolescents living with perinatally-acquired HIV who remained in pediatric care compared to those who transitioned to adult care. METHODS We evaluated a natural experiment involving adolescents living with perinatally-acquired HIV who were attending a government-supported antiretroviral clinic in KwaZulu-Natal, South Africa. Prior to 2011, all adolescents transitioned to adult care at 12 years of age. Due to a policy change, all adolescents were retained in pediatric care after 2011. We analyzed adolescents two years before and two years after this policy change. Outcomes were retention in care and HIV viral suppression one year after transition to adult care or the 13th birthday if remaining in pediatric care. RESULTS In the natural experiment, 180 adolescents who turned 12 years old between 2011 and 2014 were evaluated; 35 (20%) transitioned to adult care under the old policy and 145 (80%) remained in pediatric care under the new policy. Adolescents who transitioned to the adult clinic had lower rates of retention in care (49%; 17/35) compared to adolescents remaining in the pediatric clinic (92%; 134/145; p<0.001). Retention in care was lower (ARR 0.59; 95%CI 0.43-0.82; p = 0.001) and viral suppression was similar (ARR = 1.06, 95%CI 0.89-1.26; p = 0.53) for adolescents who transitioned to adult care compared to adolescents remaining in pediatric care. CONCLUSION Adolescents living with perinatally-acquired HIV appear to have higher retention in care when cared for in pediatric clinics compared to adult clinics. Longer-term follow-up is needed to fully assess viral suppression.
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Affiliation(s)
- Brian C. Zanoni
- Emory University, Atlanta, Georgia, United States of America
- Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
- * E-mail:
| | - Moherndran Archary
- University of KwaZulu-Natal Nelson Mandela School of Medicine, Durban, South Africa
| | - Thobekile Sibaya
- University of KwaZulu-Natal Nelson Mandela School of Medicine, Durban, South Africa
| | | | - Jessica E. Haberer
- Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
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Kerschberger B, Schomaker M, Jobanputra K, Kabore SM, Teck R, Mabhena E, Mthethwa-Hleza S, Rusch B, Ciglenecki I, Boulle A. HIV programmatic outcomes following implementation of the 'Treat-All' policy in a public sector setting in Eswatini: a prospective cohort study. J Int AIDS Soc 2020; 23:e25458. [PMID: 32128964 PMCID: PMC7054447 DOI: 10.1002/jia2.25458] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 12/04/2019] [Accepted: 01/22/2020] [Indexed: 11/10/2022] Open
Abstract
INTRODUCTION The Treat-All policy - antiretroviral therapy (ART) initiation irrespective of CD4 cell criteria - increases access to treatment. Many ART programmes, however, reported increasing attrition and viral failure during treatment expansion, questioning the programmatic feasibility of Treat-All in resource-limited settings. We aimed to describe and compare programmatic outcomes between Treat-All and standard of care (SOC) in the public sectors of Eswatini. METHODS This is a prospective cohort study of ≥16-year-old HIV-positive patients initiated on first-line ART under Treat-All and SOC in 18 health facilities of the Shiselweni region, from October 2014 to March 2016. SOC followed the CD4 350 and 500 cells/mm3 treatment eligibility thresholds. Kaplan-Meier estimates were used to describe crude programmatic outcomes. Multivariate flexible parametric survival models were built to assess associations of time from ART initiation with the composite unfavourable outcome of all-cause attrition and viral failure. RESULTS Of the 3170 patients, 1888 (59.6%) initiated ART under Treat-All at a median CD4 cell count of 329 (IQR 168 to 488) cells/mm3 compared with 292 (IQR 161 to 430) (p < 0.001) under SOC. Although crude programme retention at 36 months tended to be lower under Treat-All (71%) than SOC (75%) (p = 0.002), it was similar in covariate-adjusted analysis (adjusted hazard ratio [aHR] 1.06, 95% CI 0.91 to 1.23). The hazard of viral suppression was higher for Treat-All (aHR 1.12, 95% CI 1.01 to 1.23), while the hazard of viral failure was comparable (Treat-All: aHR 0.89, 95% CI 0.53 to 1.49). Among patients with advanced HIV disease (n = 1080), those under Treat-All (aHR 1.13, 95% CI 0.88 to 1.44) had a similar risk of an composite unfavourable outcome to SOC. Factors increasing the risk of the composite unfavourable outcome under both interventions were aged 16 to 24 years, being unmarried, anaemia, ART initiation on the same day as HIV care enrolment and CD4 ≤ 100 cells/mm3 . Under Treat-All only, the risk of the unfavourable outcome was higher for pregnant women, WHO III/IV clinical stage and elevated creatinine. CONCLUSIONS Compared to SOC, Treat-All resulted in comparable retention, improved viral suppression and comparable composite outcomes of retention without viral failure.
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Affiliation(s)
- Bernhard Kerschberger
- Médecins Sans Frontières (Operational Centre Geneva), Mbabane, Eswatini.,Centre for Infectious Disease Epidemiology and Research, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
| | - Michael Schomaker
- Centre for Infectious Disease Epidemiology and Research, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa.,Institute of Public Health, Medical Decision Making and Health Technology Assessment, UMIT - University for Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria
| | - Kiran Jobanputra
- The Manson Unit, Médecins Sans Frontières, London, United Kingdom
| | - Serge M Kabore
- Médecins Sans Frontières (Operational Centre Geneva), Mbabane, Eswatini
| | - Roger Teck
- The Manson Unit, Médecins Sans Frontières, London, United Kingdom
| | - Edwin Mabhena
- Médecins Sans Frontières (Operational Centre Geneva), Mbabane, Eswatini
| | | | - Barbara Rusch
- Médecins Sans Frontières (Operational Centre Geneva), Geneva, Switzerland
| | - Iza Ciglenecki
- Médecins Sans Frontières (Operational Centre Geneva), Geneva, Switzerland
| | - Andrew Boulle
- Centre for Infectious Disease Epidemiology and Research, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
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Bengtson AM, Colvin C, Kirwa K, Cornell M, Lurie MN. Estimating retention in HIV care accounting for clinic transfers using electronic medical records: evidence from a large antiretroviral treatment programme in the Western Cape, South Africa. Trop Med Int Health 2020; 25:936-943. [PMID: 32406961 PMCID: PMC8841816 DOI: 10.1111/tmi.13412] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
BACKGROUND Estimates of retention in antiretroviral treatment (ART) programmes may be biased if patients who transfer to healthcare clinics are misclassified as lost to follow-up (LTFU) at their original clinic. In a large cohort, we estimated retention in care accounting for patient transfers using medical records. METHODS Using linked electronic medical records, we followed adults living with HIV (PLWH) in Cape Town, South Africa from ART initiation (2012-2016) through database closure at 36 months or 30 June 2016, whichever came first. Retention was defined as alive and with a healthcare visit in the 180 days between database closure and administrative censoring on 31 December 2016. Participants who died or did not have a healthcare visit in > 180 days were censored at their last healthcare visit. We estimated the cumulative incidence of retention using Kaplan-Meier methods considering (i) only records from a participant's ART initiation clinic (not accounting for transfers) and (ii) all records (accounting for transfers), over time and by gender. We estimated risk differences and bootstrapped 95% confidence intervals to quantify misclassification in retention estimates due to patient transfers. RESULTS We included 3406 PLWH initiating ART. Retention through 36 months on ART rose from 45.4% (95% CI 43.6%, 47.2%) to 54.3% (95% CI 52.4%, 56.1%) after accounting for patient transfers. Overall, 8.9% (95% CI 8.1%, 9.7%) of participants were misclassified as LTFU due to patient transfers. CONCLUSIONS Patient transfers can appreciably bias estimates of retention in HIV care. Electronic medical records can help quantify patient transfers and improve retention estimates.
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Affiliation(s)
| | - Christopher Colvin
- Department of Epidemiology, Brown University, Providence, RI, USA
- Division of Social and Behavioural Sciences, University of Cape Town, Cape Town, South Africa
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Kipruto Kirwa
- Department of Environmental Health Engineering, Tufts University, Medford, MA, USA
| | - Morna Cornell
- Centre for Infectious Disease Epidemiology and Research, University of Cape Town, Cape Town, South Africa
| | - Mark N Lurie
- Department of Epidemiology, Brown University, Providence, RI, USA
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Tun NN, McLean A, Wilkins E, Hlaing M, Aung YY, Linn T, Ashley EA, Smithuis FM. Integration of HIV services with primary care in Yangon, Myanmar: a retrospective cohort analysis. HIV Med 2020; 21:547-556. [PMID: 32687684 DOI: 10.1111/hiv.12886] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/14/2020] [Indexed: 11/27/2022]
Abstract
OBJECTIVES Integration of HIV care with general healthcare may improve patient engagement. We assessed patient outcomes in four clinics offering HIV care integrated into primary care clinics in Yangon, Myanmar. METHODS We carried out a retrospective cohort analysis of 4551 patients who started antiretroviral therapy between 2009 and 2017. Mortality and disengagement from care were assessed using Cox regression. RESULTS People living with HIV presented late with low CD4 counts [median (25th , 75th percentile) = 178 (65, 308) from 4216 patients] and advanced HIV (69% with stage 3 or 4). Survival was 0.95 at 1 year and 0.90 at 5 years. Males were at a higher risk of mortality than females [unadjusted hazard ratio (uHR) = 1.6 (95% CI: 1.3-2.0). Patients linked to HIV care via antenatal care or partner/parent notification were at reduced risk of mortality [uHR = 0.4 (95% CI: 0.1-1.0) and uHR = 0.5 (95% CI: 0.3-0.7)] relative to patients who presented for HIV testing. The cumulative incidence of disengagement was 0.06 at 1 year and 0.15 at 5 years. Young adults had a higher risk of disengagement than did children and older patients. Women linked to HIV care via antenatal care services were at increased risk of disengagement relative to patients who came for HIV testing (uHR = 2.4; 95% CI: 1.7-3.4). Mortality and disengagement remained steady over calendar time as the programme scaled up. CONCLUSIONS HIV care within a primary care model is effective to attain early linkage to care, with high survival. However, close attention should be given to disengagement from care, in particular for pregnant women.
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Affiliation(s)
- N N Tun
- Medical Action Myanmar, Yangon, Myanmar.,Myanmar Oxford Clinical Research Unit, Yangon, Myanmar
| | - Ard McLean
- Medical Action Myanmar, Yangon, Myanmar.,Myanmar Oxford Clinical Research Unit, Yangon, Myanmar
| | - E Wilkins
- Medical Action Myanmar, Yangon, Myanmar
| | | | - Y Y Aung
- Medical Action Myanmar, Yangon, Myanmar
| | - T Linn
- Medical Action Myanmar, Yangon, Myanmar
| | - E A Ashley
- Medical Action Myanmar, Yangon, Myanmar.,Myanmar Oxford Clinical Research Unit, Yangon, Myanmar.,Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, UK
| | - F M Smithuis
- Medical Action Myanmar, Yangon, Myanmar.,Myanmar Oxford Clinical Research Unit, Yangon, Myanmar.,Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, UK
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Risk factors for loss to follow-up from antiretroviral therapy programmes in low-income and middle-income countries. AIDS 2020; 34:1261-1288. [PMID: 32287056 DOI: 10.1097/qad.0000000000002523] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
INTRODUCTION Loss to follow-up (LTFU) rates from antiretroviral treatment (ART) programmes in low- and middle-income countries (LMIC) are high, leading to poor treatment outcomes and onward transmission of HIV. Knowledge of risk factors is required to address LTFU. In this systematic review, risk factors for LTFU are identified and meta-analyses performed. METHODS PubMed, Embase, Psycinfo and Cochrane were searched for studies that report on potential risk factors for LTFU in adults who initiated ART in LMICs. Meta-analysis was performed for risk factors evaluated by at least five studies. Pooled effect estimates and their 95% confidence intervals (95% CI) were calculated using random effect models with inverse variance weights. Risk of bias was assessed and sensitivity analyses performed. RESULTS Eighty studies were included describing a total of 1 605 320 patients of which 87.4% from sub-Saharan Africa. The following determinants were significantly associated with an increased risk of LTFU in meta-analysis: male sex, older age, being single, unemployment, lower educational status, advanced WHO stage, low weight, worse functional status, poor adherence, nondisclosure, not receiving cotrimoxazole prophylactic therapy when indicated, receiving care at secondary level and more recent year of initiation. No association was seen for CD4 cell count, tuberculosis at baseline, regimen, and geographical setting. CONCLUSION There are several sociodemographic, clinical, patient behaviour, treatment-related and system level risk factors for LTFU from ART programs. Knowledge of risk factors should be used to better target retention interventions and develop tools to identify high-risk patients.
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