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Ginsburg C, Collinson MA, Pheiffer CF, Gómez-Olivé FX, Harawa S, McGarvey ST, Ohene-Kwofie D, Foster AD, Myroniuk TW, Lurie MN, Tollman SM, White MJ. Cohort Profile: Migrant Health Follow-Up Study (MHFUS) of internal migration in South Africa. Int J Epidemiol 2024; 53:dyae081. [PMID: 38866399 PMCID: PMC11168786 DOI: 10.1093/ije/dyae081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Accepted: 05/28/2024] [Indexed: 06/14/2024] Open
Affiliation(s)
- Carren Ginsburg
- Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Mark A Collinson
- Medical Research Council/Wits 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 Science and Innovation/Medical Research Council, South African Population Research Infrastructure Network, Durban, South Africa
| | - Chantel F Pheiffer
- Population Studies and Training Center, Brown University, Providence, RI, USA
- Department of Urban Public Health, University of Massachusetts, Boston, MA, USA
| | - F Xavier Gómez-Olivé
- Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Sadson Harawa
- Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Stephen T McGarvey
- Population Studies and Training Center, Brown University, Providence, RI, USA
- Department of Epidemiology and International Health Institute, School of Public Health, Brown University, Providence, RI, USA
- Department of Anthropology, Brown University, Providence, RI, USA
| | - Daniel Ohene-Kwofie
- Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Andrew D Foster
- Population Studies and Training Center, Brown University, Providence, RI, USA
| | - Tyler W Myroniuk
- Department of Public Health, University of Missouri, Columbia, MO, USA
| | - Mark N Lurie
- Population Studies and Training Center, Brown University, Providence, RI, USA
- Department of Epidemiology and International Health Institute, School of Public Health, Brown University, Providence, RI, USA
| | - Stephen M Tollman
- Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Michael J White
- Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Population Studies and Training Center, Brown University, Providence, RI, USA
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Collinson MA, Mudzana T, Mutevedzi T, Kahn K, Maimela E, Gómez-Olivé FX, Mngomezulu T, Gareta D, Kabudula CW, Nemuramba R, Tlouyamma J, Tollman S, Herbst K. Cohort Profile: South African Population Research Infrastructure Network (SAPRIN). Int J Epidemiol 2021; 51:e206-e216. [PMID: 34966919 PMCID: PMC9365637 DOI: 10.1093/ije/dyab261] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 12/08/2021] [Indexed: 11/16/2022] Open
Affiliation(s)
- Mark A Collinson
- Department of Science and Innovation, South African Population Research Infrastructure Network (SAPRIN), South African Medical Research Council, South Africa.,MRC/Wits Rural Public Health and Health Transitions Research Unit, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - Taurayi Mudzana
- Department of Science and Innovation, South African Population Research Infrastructure Network (SAPRIN), South African Medical Research Council, South Africa
| | - Tinofa Mutevedzi
- Department of Science and Innovation, South African Population Research Infrastructure Network (SAPRIN), South African Medical Research Council, South Africa
| | - Kathleen Kahn
- MRC/Wits Rural Public Health and Health Transitions Research Unit, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - Eric Maimela
- DIMAMO Population Health Research Centre, University of Limpopo, Turfloop, South Africa
| | - F Xavier Gómez-Olivé
- MRC/Wits Rural Public Health and Health Transitions Research Unit, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Dickman Gareta
- Africa Health Research Institute, Mtubatuba, South Africa
| | - Chodziwadziwa W Kabudula
- MRC/Wits Rural Public Health and Health Transitions Research Unit, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - Rathani Nemuramba
- DIMAMO Population Health Research Centre, University of Limpopo, Turfloop, South Africa
| | - Joseph Tlouyamma
- DIMAMO Population Health Research Centre, University of Limpopo, Turfloop, South Africa
| | - Stephen Tollman
- MRC/Wits Rural Public Health and Health Transitions Research Unit, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - Kobus Herbst
- Department of Science and Innovation, South African Population Research Infrastructure Network (SAPRIN), South African Medical Research Council, South Africa.,Africa Health Research Institute, Mtubatuba, South Africa
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Houle B, Gaziano TA, Angotti N, Mojola SA, Kabudula CW, Tollman SM, Gómez-Olivé FX. Hypertension incidence among middle-aged and older adults: findings from a 5-year prospective study in rural South Africa, 2010-2015. BMJ Open 2021; 11:e049621. [PMID: 34876423 PMCID: PMC8655592 DOI: 10.1136/bmjopen-2021-049621] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
OBJECTIVES There is a scarcity of longitudinal cohort studies in sub-Saharan Africa to understand the epidemiology of cardiovascular disease as a basis for intervention. We estimated incident hypertension and associated sociodemographic, health and behavioural risk factors in a population aged 40 years and older over a 5-year period. DESIGN We assessed the association between incident hypertension and sociodemographic, health and behavioural factors using Poisson regression. We adjusted for non-response in 2015 using inverse probability sampling weights from a logistic regression including sex and age at baseline. SETTING Rural South Africa. PARTICIPANTS We used a population-based cohort of normotensive adults in 2010 who were aged 40 years and older at retest in 2015. RESULTS Of 676 individuals completing baseline and 5-year follow-up, there were 193 incident cases of hypertension. The overall hypertension incidence rate was 8.374/100 person-years. In multivariable analyses, those who became hypertensive were more likely to be older, have a high waist circumference (incidence rate ratio (IRR): 1.557, 95% CI: 1.074 to 2.259) and be employed (IRR: 1.579, 95% CI: 1.071 to 2.329) at baseline. Being HIV positive and not on antiretroviral therapy at baseline was associated with lower risk of incident hypertension. CONCLUSIONS Over a 5-year period, 29% of respondents developed hypertension. Given the high burden of hypertension in South Africa, continued longitudinal follow-up is needed to understand the complex interplay of non-communicable and infectious diseases and their underlying and modifiable risk factors to inform public health prevention strategies and programmes.
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Affiliation(s)
- Brian Houle
- School of Demography, The Australian National University, Canberra, Australian Capital Territory, Australia
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Thomas A Gaziano
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Harvard University, Boston, Massachusetts, USA
| | - Nicole Angotti
- MRC/Wits 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 Sociology, American University, Washington, District of Columbia, USA
| | - Sanyu A Mojola
- MRC/Wits 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 Sociology, School of Public and International Affairs, and Office of Population Research, Princeton University, Princeton, New Jersey, USA
| | - Chodziwadziwa W Kabudula
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Stephen M Tollman
- MRC/Wits 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
- Centre for Global Health Research, Umea University, Umea, Sweden
| | - F Xavier Gómez-Olivé
- MRC/Wits 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
- Center for Population and Development Studies, Harvard University, Cambridge, Massachusetts, USA
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Ginsburg C, Collinson MA, Gómez-Olivé FX, Gross M, Harawa S, Lurie MN, Mukondwa K, Pheiffer CF, Tollman S, Wang R, White MJ. Internal migration and health in South Africa: determinants of healthcare utilisation in a young adult cohort. BMC Public Health 2021; 21:554. [PMID: 33743663 PMCID: PMC7981972 DOI: 10.1186/s12889-021-10590-6] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2020] [Accepted: 03/08/2021] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND In South Africa, human geographic mobility is high as people engage in both permanent and temporary relocation, predominantly from rural to urban areas. Such mobility can compromise healthcare access and utilisation. The objective of this paper is to explore healthcare utilisation and its determinants in a cohort of internal migrants and permanent residents (non-migrants) originating from the Agincourt sub-district in South Africa's rural northeast. METHODS A 5-year cohort study of 3800 individuals aged 18 to 40 commenced in 2017. Baseline data have been collected from 1764 Agincourt residents and 1334 temporary, mostly urban-based, migrants, and are analysed using bivariate analyses, logistic and multinomial regression models, and propensity score matching analysis. RESULTS Health service utilisation differs sharply by migrant status and sex. Among those with a chronic condition, migrants had 0.33 times the odds of non-migrants to have consulted a health service in the preceding year, and males had 0.32 times the odds of females of having used health services. Of those who utilised services, migration status was further associated with the type of healthcare utilised, with 97% of non-migrant rural residents having accessed government facilities, while large proportions of migrants (31%) utilised private health services or consulted traditional healers (25%) in migrant destinations. The multinomial logistic regression analysis indicated that, in the presence of controls, migrants had 8.12 the relative risk of non-migrants for utilising private healthcare (versus the government-services-only reference category), and 2.40 the relative risk of non-migrants for using a combination of public and private sector facilities. These findings of differential utilisation hold under statistical adjustment for relevant controls and for underlying propensity to migrate. CONCLUSIONS Migrants and non-migrants in the study population in South Africa were found to utilise health services differently, both in overall use and in the type of healthcare consulted. The study helps improve upon the limited stock of knowledge on how migrants interface with healthcare systems in low and middle-income country settings. Findings can assist in guiding policies and programmes to be directed more effectively to the populations most in need, and to drive locally adapted approaches to universal health coverage.
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Affiliation(s)
- Carren Ginsburg
- Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, 27 St Andrews Road, Parktown, Johannesburg, 2193 South Africa
| | - Mark A. Collinson
- Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, 27 St Andrews Road, Parktown, Johannesburg, 2193 South Africa
- Department of Science and Innovation/ Medical Research Council, South African Population Research Infrastructure Network, Johannesburg, South Africa
| | - F. Xavier Gómez-Olivé
- Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, 27 St Andrews Road, Parktown, Johannesburg, 2193 South Africa
| | - Mark Gross
- Population Studies and Training Centre, Brown University, Providence, RI, USA
| | - Sadson Harawa
- Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, 27 St Andrews Road, Parktown, Johannesburg, 2193 South Africa
| | - Mark N. Lurie
- Population Studies and Training Centre, Brown University, Providence, RI, USA
- Department of Epidemiology, Brown University, School of Public Health, Providence, RI, USA
| | - Keith Mukondwa
- Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, 27 St Andrews Road, Parktown, Johannesburg, 2193 South Africa
| | - Chantel F. Pheiffer
- Population Studies and Training Centre, Brown University, Providence, RI, USA
| | - Stephen Tollman
- Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, 27 St Andrews Road, Parktown, Johannesburg, 2193 South Africa
- Department of Science and Innovation/ Medical Research Council, South African Population Research Infrastructure Network, Johannesburg, South Africa
- INDEPTH Network, Accra, Ghana
| | - Rebecca Wang
- Population Studies and Training Centre, Brown University, Providence, RI, USA
| | - Michael J. White
- Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, 27 St Andrews Road, Parktown, Johannesburg, 2193 South Africa
- Population Studies and Training Centre, Brown University, Providence, RI, USA
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Pheiffer CF. Internal migration, urban living, and non-communicable disease risk in South Africa. Soc Sci Med 2021; 274:113785. [PMID: 33684701 DOI: 10.1016/j.socscimed.2021.113785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 01/04/2021] [Accepted: 02/16/2021] [Indexed: 10/22/2022]
Abstract
This paper offers theoretical and substantive contributions to migration-health scholarship by employing rich panel data with biomarkers to estimate the effect of migration and urban living on non-communicable disease risk in South Africa. Internal migration and urbanization continue to be pervasive demographic and socio-economic phenomena that structure daily life in low- and middle- income countries (LMICs). Yet, how these processes affect illness and disease in low-resource settings is still not well understood. Five waves (2008-2017) of South Africa's National Income Dynamics Study data and fixed-effects modeling are used to estimate the relationship between urban residence, migration, and health. Results indicate that the migration-health relationship differs by gender: urban living for men is associated with lower blood pressure. While urban residence appears to convey a health advantage when men reside in urban compared with rural places, there is no evidence of an urban health advantage among women. Migration does, however, negatively affect women's health through higher blood pressure (BP). These findings highlight the need for further interrogation of the ways in which processes and health consequences of migration and urban living are structured by gender in LMICs. Given the importance of urbanization and the prevalence of migration in LMICs, the gendered determinants of blood pressure may be key to understanding rising hypertension incidence in contexts like South Africa.
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