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Peer N, Nguyen KA, Peprah E, Xu H, Matsha TE, Chegou NN, Kengne AP. Exploring the associations of tobacco smoking and serum cotinine levels with selected inflammatory markers in adults with HIV in South Africa. Sci Rep 2024; 14:25772. [PMID: 39468202 PMCID: PMC11519537 DOI: 10.1038/s41598-024-77421-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 10/22/2024] [Indexed: 10/30/2024] Open
Abstract
This study examined the associations between tobacco smoking and serum cotinine levels, an objective biochemical measure of tobacco smoke exposure, with markers of inflammation, i.e., interferon-gamma (IFN-γ), interleukin 10 (IL-10), interleukin 2 (IL-2) and tumour necrosis factor-alpha (TNF-α) in people living with HIV (PLWH).These specific markers were selected because of their hypothesised associations with smoking, PLWH and their outcomes. In a random sample of ≥ 18-year-old PLWH receiving care at 17 public healthcare facilities across the Western Cape Province in South Africa, data collection included self-reported smoking history, and serum levels of cotinine and selected inflammatory markers. The inflammatory marker data were log transformed because of the skewedness of their distribution. Linear regression models (1) adjusted for age and gender, and (2) fully adjusted for age, gender, current alcohol use, body mass index and CD4 counts were used to examine the associations between smoking tobacco or serum cotinine and inflammatory markers. Level of significance was p < 0.05. Among 749 PLWH who were mainly women (79%), the mean age was 38.5 (8.9) years and similar when stratified by smoking status. Serum cotinine levels exhibited a striking discrepancy, with a median of 154 ng/mL among current smokers, in stark contrast to the consistent median values of 10 ng/mL observed among past and never smokers. In regression models adjusted for age and gender, current smoking and frequent smoking were associated with lower IL-2 but higher TNF-α. Log-cotinine exhibited associations with IFN-γ, IL-10, and TNF-α, while cotinine levels ≥ 10 ng/mL compared to < 10 ng/mL were associated with higher IFN-γ and TNF-α. In fully adjusted models, log-cotinine and cotinine levels ≥ 10 ng/mL displayed significant associations with higher IFN-γ and lower IL-2. This study underscores the importance of investigating the interplay between smoking tobacco or serum cotinine levels with pro-inflammatory cytokines in PLWH. It signals the need for comprehensive research to unravel the potential synergistic impacts of smoking tobacco and HIV infection on chronic inflammation and immune dysregulation, shedding light on critical avenues for intervention and management strategies.
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Affiliation(s)
- Nasheeta Peer
- Non-communicable Diseases Research Unit, South African Medical Research Council, Durban and Cape Town, South Africa.
- Department of Medicine, University of Cape Town, Cape Town, South Africa.
| | - Kim Anh Nguyen
- Non-communicable Diseases Research Unit, South African Medical Research Council, Durban and Cape Town, South Africa
| | - Emmanuel Peprah
- Department of Global and Environmental Health, New York University School of Global Public Health, New York, USA
| | - Huichun Xu
- Division of Endocrinology, Diabetes & Nutrition, Department of Medicine, University of Maryland, Baltimore, USA
| | - Tandi E Matsha
- Cardiometabolic Health Research Unit, Cape Peninsula University of Technology, Cape Town, South Africa
- Sefako Makgatho Health Sciences University, Pretoria, South Africa
| | - Novel N Chegou
- South African Medical Research Council Centre for Tuberculosis Research, Division of Immunology, Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Andre-Pascal Kengne
- Non-communicable Diseases Research Unit, South African Medical Research Council, Durban and Cape Town, South Africa
- Department of Medicine, University of Cape Town, Cape Town, South Africa
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Thielking AM, Fitzmaurice KP, Sewpaul R, Chrysanthopoulou SA, Dike L, Levy DE, Rigotti NA, Siedner MJ, Wood R, Paltiel AD, Freedberg KA, Hyle EP, Reddy KP. Tobacco smoking, smoking cessation and life expectancy among people with HIV on antiretroviral therapy in South Africa: a simulation modelling study. J Int AIDS Soc 2024; 27:e26315. [PMID: 38924347 PMCID: PMC11197963 DOI: 10.1002/jia2.26315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 06/04/2024] [Indexed: 06/28/2024] Open
Abstract
INTRODUCTION As access to effective antiretroviral therapy (ART) has improved globally, tobacco-related illnesses, including cardiovascular disease, cancer and chronic respiratory conditions, account for a growing proportion of deaths among people with HIV (PWH). We estimated the impact of tobacco smoking and smoking cessation on life expectancy among PWH in South Africa. METHODS In a microsimulation model, we simulated 18 cohorts of PWH with virologic suppression, each homogenous by sex, initial age (35y/45y/55y) and smoking status (current/former/never). Input parameters were from data sources published between 2008 and 2022. We used South African data to estimate age-stratified mortality hazard ratios: 1.2-2.3 (females)/1.1-1.9 (males) for people with current versus never smoking status; and 1.0-1.3 (females)/1.0-1.5 (males) for people with former versus never smoking status, depending on age at cessation. We assumed smoking status remains unchanged during the simulation; people who formerly smoked quit at model start. Simulated PWH face a monthly probability of disengagement from care and virologic non-suppression. In sensitivity analysis, we varied smoking-associated and HIV-associated mortality risks. Additionally, we estimated the total life-years gained if a proportion of all virologically suppressed PWH stopped smoking. RESULTS Forty-five-year-old females/males with HIV with virologic suppression who smoke lose 5.3/3.7 life-years compared to PWH who never smoke. Smoking cessation at age 45y adds 3.4/2.4 life-years. Simulated PWH who continue smoking lose more life-years from smoking than from HIV (females, 5.3 vs. 3.0 life-years; males, 3.7 vs. 2.6 life-years). The impact of smoking and smoking cessation increase as smoking-associated mortality risks increase and HIV-associated mortality risks, including disengagement from care, decrease. Model results are most sensitive to the smoking-associated mortality hazard ratio; varying this parameter results in 1.0-5.1 life-years gained from cessation at age 45y. If 10-25% of virologically suppressed PWH aged 30-59y in South Africa stopped smoking now, 190,000-460,000 life-years would be gained. CONCLUSIONS Among virologically suppressed PWH in South Africa, tobacco smoking decreases life expectancy more than HIV. Integrating tobacco cessation interventions into HIV care, as endorsed by the World Health Organization, could substantially improve life expectancy.
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Affiliation(s)
- Acadia M. Thielking
- Medical Practice Evaluation CenterMassachusetts General HospitalBostonMassachusettsUSA
| | - Kieran P. Fitzmaurice
- Medical Practice Evaluation CenterMassachusetts General HospitalBostonMassachusettsUSA
| | - Ronel Sewpaul
- Human and Social Capabilities, Human Sciences Research CouncilCape TownSouth Africa
| | | | - Lotanna Dike
- Medical Practice Evaluation CenterMassachusetts General HospitalBostonMassachusettsUSA
| | - Douglas E. Levy
- Harvard Medical SchoolBostonMassachusettsUSA
- Tobacco Research and Treatment CenterMassachusetts General HospitalBostonMassachusettsUSA
- Mongan Institute Health Policy Research CenterMassachusetts General HospitalBostonMassachusettsUSA
| | - Nancy A. Rigotti
- Harvard Medical SchoolBostonMassachusettsUSA
- Tobacco Research and Treatment CenterMassachusetts General HospitalBostonMassachusettsUSA
- Mongan Institute Health Policy Research CenterMassachusetts General HospitalBostonMassachusettsUSA
- Division of General Internal MedicineMassachusetts General HospitalBostonMassachusettsUSA
| | - Mark J. Siedner
- Medical Practice Evaluation CenterMassachusetts General HospitalBostonMassachusettsUSA
- Harvard Medical SchoolBostonMassachusettsUSA
- Division of Infectious DiseasesMassachusetts General HospitalBostonMassachusettsUSA
- Africa Health Research InstituteSomkheleSouth Africa
| | - Robin Wood
- Desmond Tutu Health Foundation, MowbrayCape TownSouth Africa
- Department of MedicineUniversity of Cape TownCape TownSouth Africa
| | - A. David Paltiel
- Public Health Modeling UnitYale School of Public HealthNew HavenConnecticutUSA
| | - Kenneth A. Freedberg
- Medical Practice Evaluation CenterMassachusetts General HospitalBostonMassachusettsUSA
- Harvard Medical SchoolBostonMassachusettsUSA
- Division of General Internal MedicineMassachusetts General HospitalBostonMassachusettsUSA
- Division of Infectious DiseasesMassachusetts General HospitalBostonMassachusettsUSA
- Department of Health Policy and ManagementHarvard T. H. Chan School of Public HealthBostonMassachusettsUSA
| | - Emily P. Hyle
- Medical Practice Evaluation CenterMassachusetts General HospitalBostonMassachusettsUSA
- Harvard Medical SchoolBostonMassachusettsUSA
- Division of Infectious DiseasesMassachusetts General HospitalBostonMassachusettsUSA
| | - Krishna P. Reddy
- Medical Practice Evaluation CenterMassachusetts General HospitalBostonMassachusettsUSA
- Harvard Medical SchoolBostonMassachusettsUSA
- Tobacco Research and Treatment CenterMassachusetts General HospitalBostonMassachusettsUSA
- Division of Pulmonary and Critical Care MedicineMassachusetts General HospitalBostonMassachusettsUSA
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Hoang THL, Nguyen VM, Adermark L, Alvarez GG, Shelley D, Ng N. Factors Influencing Tobacco Smoking and Cessation Among People Living with HIV: A Systematic Review and Meta-analysis. AIDS Behav 2024; 28:1858-1881. [PMID: 38478323 PMCID: PMC11161546 DOI: 10.1007/s10461-024-04279-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/25/2024] [Indexed: 06/10/2024]
Abstract
Tobacco smoking is highly prevalent among people living with HIV (PLWH), yet there is a lack of data on smoking behaviours and effective treatments in this population. Understanding factors influencing tobacco smoking and cessation is crucial to guide the design of effective interventions. This systematic review and meta-analysis of studies conducted in both high-income (HICs) and low- and middle-income countries (LMICs) synthesised existing evidence on associated factors of smoking and cessation behaviour among PLWH. Male gender, substance use, and loneliness were positively associated with current smoking and negatively associated with smoking abstinence. The association of depression with current smoking and lower abstinence rates were observed only in HICs. The review did not identify randomised controlled trials conducted in LMICs. Findings indicate the need to integrate smoking cessation interventions with mental health and substance use services, provide greater social support, and address other comorbid conditions as part of a comprehensive approach to treating tobacco use in this population. Consistent support from health providers trained to provide advice and treatment options is also an important component of treatment for PLWH engaged in care, especially in LMICs.
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Affiliation(s)
- Thanh H L Hoang
- School of Public Health and Community Medicine, Institute for Medicine, Sahlgrenska Academy, University of Gothenburg, Medicinaregatan 18A, 41390, Gothenburg, Sweden.
| | - Van M Nguyen
- School of Public Health and Community Medicine, Institute for Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Louise Adermark
- Department of Pharmacology, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Gloria G Alvarez
- School of Global Public Health, New York University, New York, USA
| | - Donna Shelley
- School of Global Public Health, New York University, New York, USA
| | - Nawi Ng
- School of Public Health and Community Medicine, Institute for Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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Sussenbach AE, van Gijzel SW, Lalla-Edward ST, Venter WD, Shaddock E, Feldman C, Klipstein-Grobusch K, Vos AG. The influence of smoking and HIV infection on pulmonary function. South Afr J HIV Med 2022; 23:1329. [PMID: 35284096 PMCID: PMC8905446 DOI: 10.4102/sajhivmed.v23i1.1329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 11/29/2021] [Indexed: 12/02/2022] Open
Abstract
Background Prevalence of HIV, smoking, and pulmonary infections in South Africa are high. Objectives We investigated the role of smoking and HIV status on lung function. Methods This is a secondary analysis of a cross-sectional study conducted in South Africa. Data included demographics, pulmonary risk factors and a spirometry test to obtain the forced expiratory volume in one second (FEV1) and the ratio of FEV1/forced vital capacity (FVC). In the initial multivariable regression analysis, the effect of smoking on pulmonary function in HIV-positive adults was assessed. The analysis was repeated, assessing the influence of HIV status on lung function in both HIV-negative and HIV-positive smokers. The models were adjusted for age, sex, body mass index (BMI), time since HIV diagnosis, antiretroviral treatment (ART) use, occupational hazards, history of tuberculosis or pneumonia, indoor smoking and the presence of an indoor fireplace during childhood. Results This study included 524 people living with HIV (PLWH, 66.7% female, mean age 40.9 years [s.d.; 9.4]) and 79 HIV-negative smokers (77.2% male, mean age 34.4 years [s.d.: 12.1]). Of the PLWH, 118 (22.5%) were past or current smokers and 406 (77.5%) were non-smokers. Smoking was not associated with changes in the FEV1 or FEV1/FVC ratio in multivariable regression analysis. In the second analysis, HIV status was also not associated with reduced pulmonary function following adjustment for confounders. Conclusion Neither smoking nor being HIV-positive was associated with decreased pulmonary function in this relatively young population. These findings should be confirmed in a longitudinal study, including an older population.
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Affiliation(s)
- Annelotte E. Sussenbach
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Sjors W.L. van Gijzel
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Samanta T. Lalla-Edward
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Willem D.F. Venter
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Erica Shaddock
- Division of Pulmonology, Department of Internal Medicine, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg, South Africa
- Division of Pulmonology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Charles Feldman
- Division of Pulmonology, Department of Internal Medicine, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg, South Africa
- Division of Pulmonology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Kerstin Klipstein-Grobusch
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
- Division of Epidemiology and Biostatistics, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Alinda G. Vos
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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Peprah E, Myers B, Kengne AP, Peer N, El-Shahawy O, Ojo T, Mukasa B, Ezechi O, Iwelunmor J, Ryan N, Sakho F, Patena J, Gyamfi J. Using a Syndemics Framework to Understand How Substance Use Contributes to Morbidity and Mortality among People Living with HIV in Africa: A Call to Action. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:1097. [PMID: 35162121 PMCID: PMC8834153 DOI: 10.3390/ijerph19031097] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 12/15/2021] [Accepted: 12/22/2021] [Indexed: 02/04/2023]
Abstract
Substance use is increasing throughout Africa, with the prevalence of alcohol, tobacco, cannabis, and other substance use varying regionally. Concurrently, sub-Saharan Africa bears the world's largest HIV burden, with 71% of people living with HIV (PWH) living in Africa. Problematic alcohol, tobacco, and other substance use among PWH is associated with multiple vulnerabilities comprising complex behavioral, physiological, and psychological pathways that include high-risk behaviors (e.g., sexual risk-taking), HIV disease progression, and mental health problems, all of which contribute to nonadherence to antiretroviral therapy. Physiologically, severe substance use disorders are associated with increased levels of biological markers of inflammation; these, in turn, are linked to increased mortality among PWH. The biological mechanisms that underlie the increased risk of substance use among PWH remain unclear. Moreover, the biobehavioral mechanisms by which substance use contributes to adverse health outcomes are understudied in low- and middle-income countries (LMIC). Syndemic approaches to understanding the co-occurrence of substance use and HIV have largely been limited to high-income countries. We propose a syndemic coupling conceptual model to disentangle substance use from vulnerabilities to elucidate underlying disease risk for PWH. This interventionist perspective enables assessment of biobehavioral mechanisms and identifies malleable targets of intervention.
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Affiliation(s)
- Emmanuel Peprah
- Global Health Program, New York University School of Global Public Health, New York, NY 10003, USA; (O.E.-S.); (T.O.); (N.R.); (F.S.); (J.P.); (J.G.)
| | - Bronwyn Myers
- Curtin enAble Institute, Faculty of Health Sciences, Curtin University, Perth, WA 6845, Australia;
- Alcohol, Tobacco and Other Drug Research Unit, South African Medical Research Council, Cape Town 7505, South Africa
- Division of Addiction Psychiatry, Department of Psychiatry and Mental Health, University of Cape Town, Cape Town 7925, South Africa
| | - Andre-Pascal Kengne
- Non-Communicable Diseases Research Unit, South African Medical Research Council, Cape Town 7505, South Africa; (A.-P.K.); (N.P.)
- Department of Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
| | - Nasheeta Peer
- Non-Communicable Diseases Research Unit, South African Medical Research Council, Cape Town 7505, South Africa; (A.-P.K.); (N.P.)
| | - Omar El-Shahawy
- Global Health Program, New York University School of Global Public Health, New York, NY 10003, USA; (O.E.-S.); (T.O.); (N.R.); (F.S.); (J.P.); (J.G.)
- Department of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA
- Center for the Prevention of Heart Disease, John Hopkins Hospital, Baltimore, MD 21287, USA
| | - Temitope Ojo
- Global Health Program, New York University School of Global Public Health, New York, NY 10003, USA; (O.E.-S.); (T.O.); (N.R.); (F.S.); (J.P.); (J.G.)
| | | | - Oliver Ezechi
- Nigerian Institute of Medical Research, Yaba, Lagos 101245, Nigeria;
| | - Juliet Iwelunmor
- College for Public Health and Social Justice, Department of Behavioral Science and Health Education, Saint Louis University, St. Louis, MO 63104, USA;
| | - Nessa Ryan
- Global Health Program, New York University School of Global Public Health, New York, NY 10003, USA; (O.E.-S.); (T.O.); (N.R.); (F.S.); (J.P.); (J.G.)
| | - Fatoumata Sakho
- Global Health Program, New York University School of Global Public Health, New York, NY 10003, USA; (O.E.-S.); (T.O.); (N.R.); (F.S.); (J.P.); (J.G.)
| | - John Patena
- Global Health Program, New York University School of Global Public Health, New York, NY 10003, USA; (O.E.-S.); (T.O.); (N.R.); (F.S.); (J.P.); (J.G.)
| | - Joyce Gyamfi
- Global Health Program, New York University School of Global Public Health, New York, NY 10003, USA; (O.E.-S.); (T.O.); (N.R.); (F.S.); (J.P.); (J.G.)
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Mdege ND, Makumbi FE, Ssenyonga R, Thirlway F, Matovu JKB, Ratschen E, Siddiqi K, Nyamurungi Namusisi K. Tobacco Smoking and Associated Factors Among People Living With HIV in Uganda. Nicotine Tob Res 2021; 23:1208-1216. [PMID: 33295985 PMCID: PMC7610955 DOI: 10.1093/ntr/ntaa262] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 12/07/2020] [Indexed: 02/02/2023]
Abstract
INTRODUCTION The prevalence of smoking among people living with HIV (PLWH) in Uganda is high. AIMS AND METHODS We assessed the smoking patterns, behaviors, and associated factors among PLWH in Uganda through a cross-sectional survey. Descriptive statistics were used to describe smoking patterns and behaviors. Logistic regression was used to identify factors associated with current smoking status. RESULTS We recruited 777 participants between October and November 2019: 387 (49.8%) current smokers and 390 (50.2%) nonsmokers. 60.9% were males, and the mean age was 40.5 (SD 10.7) years. In multivariate logistic regression, the following increased the odds of being a current smoker: being male (odds ratio [OR] 6.60 [95% confidence interval, CI = 4.34-10.04]), having at least two smokers among five closest friends (OR 3.97 [95% CI = 2.08-7.59]), living in smoking-permitted households (OR 5.83 [95% CI = 3.32-10.23]), alcohol use (OR 3.96 [95% CI = 2.34-6.71]), a higher perceived stress score (OR 2.23 [95% CI = 1.50-3.34]), and higher health-related quality of life (OR 5.25 [95% CI = 1.18-23.35]). Among smokers, the mean Fagerström Test for Nicotine Dependence score was 3.0 (SD 1.9), and 52.5% were making plans to quit. Self-efficacy to resist smoking and knowledge of the impact of smoking on PLWH's health were low. CONCLUSIONS Being male, having at least two smokers among five closest friends, living in smoking-permitted households, alcohol use, higher perceived stress scores, and higher health-related quality of life were associated with being a current smoker. Smokers had low to moderate nicotine dependence, high willingness to quit, and low self-efficacy. IMPLICATIONS Future behavioral smoking cessation interventions for PLWH should address co-consumption with alcohol and comorbid mental health conditions that are common among PLWH such as stress. In addition, they should take into account the lack of knowledge among this population of the impact of smoking on their health, and low self-efficacy. Given the relatively low levels of nicotine dependency and high levels of willingness to quit in our sample, smoking cessation interventions, if offered, are likely to support this population in achieving long-term smoking abstinence.
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Affiliation(s)
- Noreen Dadirai Mdege
- Department of Health Sciences, Faculty of Sciences, University of
York, York, UK
| | - Fredrick Edward Makumbi
- Department of Epidemiology and Biostatistics, School of Public Health,
College of Health Sciences, Makerere University,
Kampala, Uganda
| | - Ronald Ssenyonga
- Department of Epidemiology and Biostatistics, School of Public Health,
College of Health Sciences, Makerere University,
Kampala, Uganda
| | - Frances Thirlway
- Department of Sociology, Faculty of Social Sciences, University of
York, York, UK
| | - Joseph K B Matovu
- Department of Community & Public Health, Faculty of Health
Sciences, Busitema University, Mbale,
Uganda
- Department of Disease Control and Environmental Health, School of
Public Health, College of Health Sciences, Makerere University,
Kampala, Uganda
| | - Elena Ratschen
- Department of Health Sciences, Faculty of Sciences, University of
York, York, UK
| | - Kamran Siddiqi
- Department of Health Sciences, Faculty of Sciences, University of
York, York, UK
- Hull York Medical School, University of York,
Heslington, York, UK
| | - Kellen Nyamurungi Namusisi
- Department of Health Policy Planning and Management, School of Public
Health, College of Health Sciences, Makerere University,
Kampala, Uganda
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