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Asiki G, Kadengye D, Calvert C, Wamukoya M, Mohamed SF, Ziraba A, Iddi S, Bangha M, Wekesah F, Chikozho C, Price A, Crampin M, Kyobutungi C. Trends and risk factors for non-communicable diseases mortality in Nairobi slums (2008-2017). Glob Epidemiol 2021; 3:100049. [PMID: 34977550 PMCID: PMC8683743 DOI: 10.1016/j.gloepi.2021.100049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 02/17/2021] [Accepted: 02/17/2021] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION Tracking progress in reaching global targets for reducing premature mortality from non-communicable diseases (NCDs) requires accurately collected population based longitudinal data. However, most African countries lack such data because of weak or non-existent civil registration systems. We used data from the Nairobi Urban Health and Demographic Surveillance System (NUDSS) to estimate NCD mortality trends over time and to explore the determinants of NCD mortality. METHODS Deaths identified in the NUHDSS were followed up with a verbal autopsy to determine the signs and symptoms preceding the death. Causes of death were then assigned using InSilicoVA algorithm. We calculated the rates of NCD mortality in the whole NUHDSS population between 2008 and 2017, looking at how these changed over time. We then merged NCD survey data collected in 2008, which contains information on potential determinants of NCD mortality in a sub-sample of the NUHDSS population, with follow up information from the full NUHDSS including whether any of the participants died of an NCD or non-NCD cause. Poisson regression models were used to identify independent risk factors (broadly categorized as socio-demographic, behavioural and physiological) for NCD mortality, as well as non-NCD mortality. RESULTS In the total NUHDSS population of adults age 18 and over, 23% were assigned an NCD as the most likely cause of death. There was evidence that NCD mortality decreased over the study period, with rates of NCD mortality dropping from 1.32 per 1000 person years in 2008-10 (95% CI: 1.13-1.54) to 0.93 per 1000 person years in 2014-17 (95% CI: 0.80-1.08). Of 5115 individuals who participated in the NCD survey in 2008, 421 died during the follow-up period of which 43% were attributed to NCDs. Increasing age, lower education levels, ever smoking and having high blood pressure were identified as independent determinants of NCD mortality in multivariate analyses. CONCLUSION We found that NCDs account for one-quarter of mortality in Nairobi slums, although we document a reduction in the rate of NCD mortality over time. This may be attributed to increased surveillance and introduction of population-wide NCD interventions and health system improvements from research activities in the slums. To achieve further decline there is a need to strengthen health systems to respond to NCD care and prevention along with addressing social factors such as education.
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Affiliation(s)
- Gershim Asiki
- African Population and Health Research Center, Nairobi, Kenya
- Department of women's and children's health, Karolinska Institutet, Stockholm, Sweden
| | - Damazo Kadengye
- African Population and Health Research Center, Nairobi, Kenya
| | - Clara Calvert
- London School of Hygiene and Tropical Medicine, London, United Kingdom
| | | | | | - Abdhalah Ziraba
- African Population and Health Research Center, Nairobi, Kenya
| | - Samuel Iddi
- African Population and Health Research Center, Nairobi, Kenya
| | - Martin Bangha
- African Population and Health Research Center, Nairobi, Kenya
| | | | | | - Alison Price
- London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Mia Crampin
- London School of Hygiene and Tropical Medicine, London, United Kingdom
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Ginsburg C, Bocquier P, Béguy D, Afolabi S, Kahn K, Obor D, Tanser F, Tomita A, Wamukoya M, Collinson MA. Correction to: association between internal migration and epidemic dynamics: an analysis of cause-specific mortality in Kenya and South Africa using health and demographic surveillance data. BMC Public Health 2021; 21:1555. [PMID: 34399727 PMCID: PMC8369638 DOI: 10.1186/s12889-021-11604-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] 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, 27 St Andrews Road, Parktown, Johannesburg, 2193, South Africa. .,INDEPTH Network, Accra, Ghana.
| | - Philippe Bocquier
- 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.,Centre de Recherches en Démographie, Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Donatien Béguy
- African Population and Health Research Centre, Nairobi, Kenya
| | - Sulaimon Afolabi
- 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.,INDEPTH Network, Accra, Ghana
| | - Kathleen Kahn
- 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.,INDEPTH Network, Accra, Ghana.,Umeå Centre for Global Health Research, Umeå University, Umeå, Sweden
| | - David Obor
- KEMRI & CDC - Centre for Global Health Research, Kisumu, Kenya
| | - Frank Tanser
- Africa Health Research Institute, University of KwaZulu-Natal, Durban, South Africa.,Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa.,School of Nursing and Public Health, University of KwaZulu-Natal, Durban, South Africa
| | - Andrew Tomita
- Africa Health Research Institute, University of KwaZulu-Natal, Durban, South Africa.,Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, 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.,INDEPTH Network, Accra, Ghana.,Department of Science and Technology/ Medical Research Council, South African Population Research Infrastructure Network, Johannesburg, South Africa
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Rossier C, Schoumaker B, Delaunay V, Beguy D, Jain A, Bangha M, Aregay A, Beck B, Derra K, Millogo M, Dube AN, Siaka K, Wamukoya M, Zabre P. Adolescent Fertility Is Lower than Expected in Rural Areas: Results from 10 African HDSS. Stud Fam Plann 2020; 51:177-192. [PMID: 32529644 DOI: 10.1111/sifp.12116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
The adolescent birth rate (ABR) is an important indicator of maternal health, adolescent sexual health, and gender equity; it remains high in sub-Saharan Africa. While Demographic and Health Surveys (DHS) are the main source of ABR estimates, Health and Demographic Surveillance Systems (HDSS) also produce ABRs. Studies are lacking, however, to assess the ease of access and accuracy of HDSS ABR measures. In this paper, we use birth and exposure data from 10 HDSS in six African countries to compute local ABRs and compare these rates to DHS regional rates where the HDSS sites are located, standardizing by education and place of residence. In rural HDSS sites, the ABR measure is on average 44 percent lower than the DHS measure, after controlling for education and place of residence. Strong temporary migration of childless young women out of rural areas and different capacities in capturing temporarily absent women in the DHS and HDSS could explain this discrepancy. Further comparisons based on more strictly similar populations and measures seem warranted.
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Wang X, Li Y, O'Brien KL, Madhi SA, Widdowson MA, Byass P, Omer SB, Abbas Q, Ali A, Amu A, Azziz-Baumgartner E, Bassat Q, Abdullah Brooks W, Chaves SS, Chung A, Cohen C, Echavarria M, Fasce RA, Gentile A, Gordon A, Groome M, Heikkinen T, Hirve S, Jara JH, Katz MA, Khuri-Bulos N, Krishnan A, de Leon O, Lucero MG, McCracken JP, Mira-Iglesias A, Moïsi JC, Munywoki PK, Ourohiré M, Polack FP, Rahi M, Rasmussen ZA, Rath BA, Saha SK, Simões EA, Sotomayor V, Thamthitiwat S, Treurnicht FK, Wamukoya M, Yoshida LM, Zar HJ, Campbell H, Nair H. Global burden of respiratory infections associated with seasonal influenza in children under 5 years in 2018: a systematic review and modelling study. Lancet Glob Health 2020; 8:e497-e510. [PMID: 32087815 PMCID: PMC7083228 DOI: 10.1016/s2214-109x(19)30545-5] [Citation(s) in RCA: 199] [Impact Index Per Article: 49.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 12/05/2019] [Accepted: 12/13/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND Seasonal influenza virus is a common cause of acute lower respiratory infection (ALRI) in young children. In 2008, we estimated that 20 million influenza-virus-associated ALRI and 1 million influenza-virus-associated severe ALRI occurred in children under 5 years globally. Despite this substantial burden, only a few low-income and middle-income countries have adopted routine influenza vaccination policies for children and, where present, these have achieved only low or unknown levels of vaccine uptake. Moreover, the influenza burden might have changed due to the emergence and circulation of influenza A/H1N1pdm09. We aimed to incorporate new data to update estimates of the global number of cases, hospital admissions, and mortality from influenza-virus-associated respiratory infections in children under 5 years in 2018. METHODS We estimated the regional and global burden of influenza-associated respiratory infections in children under 5 years from a systematic review of 100 studies published between Jan 1, 1995, and Dec 31, 2018, and a further 57 high-quality unpublished studies. We adapted the Newcastle-Ottawa Scale to assess the risk of bias. We estimated incidence and hospitalisation rates of influenza-virus-associated respiratory infections by severity, case ascertainment, region, and age. We estimated in-hospital deaths from influenza virus ALRI by combining hospital admissions and in-hospital case-fatality ratios of influenza virus ALRI. We estimated the upper bound of influenza virus-associated ALRI deaths based on the number of in-hospital deaths, US paediatric influenza-associated death data, and population-based childhood all-cause pneumonia mortality data in six sites in low-income and lower-middle-income countries. FINDINGS In 2018, among children under 5 years globally, there were an estimated 109·5 million influenza virus episodes (uncertainty range [UR] 63·1-190·6), 10·1 million influenza-virus-associated ALRI cases (6·8-15·1); 870 000 influenza-virus-associated ALRI hospital admissions (543 000-1 415 000), 15 300 in-hospital deaths (5800-43 800), and up to 34 800 (13 200-97 200) overall influenza-virus-associated ALRI deaths. Influenza virus accounted for 7% of ALRI cases, 5% of ALRI hospital admissions, and 4% of ALRI deaths in children under 5 years. About 23% of the hospital admissions and 36% of the in-hospital deaths were in infants under 6 months. About 82% of the in-hospital deaths occurred in low-income and lower-middle-income countries. INTERPRETATION A large proportion of the influenza-associated burden occurs among young infants and in low-income and lower middle-income countries. Our findings provide new and important evidence for maternal and paediatric influenza immunisation, and should inform future immunisation policy particularly in low-income and middle-income countries. FUNDING WHO; Bill & Melinda Gates Foundation.
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Affiliation(s)
- Xin Wang
- Centre for Global Health, Usher Institute, Edinburgh Medical School, University of Edinburgh, Edinburgh, UK
| | - You Li
- Centre for Global Health, Usher Institute, Edinburgh Medical School, University of Edinburgh, Edinburgh, UK
| | - Katherine L O'Brien
- Department of International Health, International Vaccine Access Center, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Shabir A Madhi
- Medical Research Council: Respiratory and Meningeal Pathogens Research Unit; Department of Science and Technology/National Research Foundation: Vaccine Preventable Diseases, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Marc-Alain Widdowson
- Division of Global Health Protection, Center for Global Health, Centers for Disease Control and Prevention, Nairobi, Kenya; Institute of Tropical Medicine, Antwerp, Belgium
| | - Peter Byass
- Department of Epidemiology and Global Health, Umeå University, Umeå, Sweden
| | - Saad B Omer
- Yale Institute for Global Health; Section of Infectious Diseases, Department of Medicine, Yale School of Medicine; Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Qalab Abbas
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Asad Ali
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Alberta Amu
- Dodowa Health Research Centre, Dodowa, Ghana
| | | | - Quique Bassat
- Barcelona Global Health Institute, Hospital Clínic-University of Barcelona, Barcelona, Spain; Centro de Investigação em Saúde de Manhiça, Maputo, Mozambique; Institució Catalana de Recerca i Estudis Avançats, Barcelona, Spain; Pediatric Infectious Diseases Unit, Pediatrics Department, Hospital Sant Joan de Déu (University of Barcelona), Barcelona, Spain; Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública, Madrid, Spain
| | - W Abdullah Brooks
- Department of International Health, International Vaccine Access Center, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Sandra S Chaves
- Influenza Program, Centers for Disease Control and Prevention, Nairobi, Kenya
| | - Alexandria Chung
- Centre for Global Health, Usher Institute, Edinburgh Medical School, University of Edinburgh, Edinburgh, UK
| | - Cheryl Cohen
- Centre for Respiratory Disease and Meningitis, National Institute for Communicable Diseases, Johannesburg, South Africa; School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Marcela Echavarria
- Clinical Virology Unit, Centro de Educación Médica e Investigaciones Clínicas, Argentina
| | - Rodrigo A Fasce
- Public Health Institute of Chile, Región Metropolitana, Chile
| | - Angela Gentile
- Ricardo Gutierrez Children Hospital, Buenos Aires, Argentina
| | - Aubree Gordon
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Michelle Groome
- Medical Research Council: Respiratory and Meningeal Pathogens Research Unit; Department of Science and Technology/National Research Foundation: Vaccine Preventable Diseases, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Terho Heikkinen
- Department of Pediatrics, University of Turku and Turku University Hospital, Finland
| | - Siddhivinayak Hirve
- Vadu Rural Health program, KEM Hospital Research Centre, Pune, Maharashtra, India
| | - Jorge H Jara
- Center for Health Studies, Universidad del Valle de Guatemala, Guatemala City, Guatemala
| | - Mark A Katz
- Chief Physician's Office, Clalit Health Services, Clalit Research Institute, Tel Aviv, Israel; Ben Gurion University of the Negev, School of Public Health and Medical School for International Health, Beer-Sheva, Israel; University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Najwa Khuri-Bulos
- Department of Pediatrics, University of Jordan School of Medicine, Amman, Jordan
| | - Anand Krishnan
- Centre for Community Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Oscar de Leon
- Center for Health Studies, Universidad del Valle de Guatemala, Guatemala City, Guatemala
| | - Marilla G Lucero
- ARI Study Group, Research Institute for Tropical Medicine, Muntinlupa, Philippines
| | - John P McCracken
- Center for Health Studies, Universidad del Valle de Guatemala, Guatemala City, Guatemala
| | - Ainara Mira-Iglesias
- Área de Investigación en Vacunas, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana (Salud Pública), Valencia, Spain
| | | | | | | | | | - Manveer Rahi
- Centre for Global Health, Usher Institute, Edinburgh Medical School, University of Edinburgh, Edinburgh, UK
| | - Zeba A Rasmussen
- Fogarty International Center, National Institutes of Health, Bethesda, MD, USA
| | | | - Samir K Saha
- Department of Microbiology, Child Health Research Foundation, Dhaka, Bangladesh
| | - Eric Af Simões
- Department of Pediatrics, Section of Infectious Diseases, University of Colorado, School of Medicine, Aurora, CO, USA; Department of Epidemiology and Center for Global Health, Colorado School of Public Health, Aurora CO, USA
| | | | - Somsak Thamthitiwat
- Division of Global Health Protection, Thailand Ministry of Public Health; US CDC Collaboration, Nonthaburi, Thailand
| | - Florette K Treurnicht
- Department of Medical Virology, National Health Laboratory Service and School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Lay-Myint Yoshida
- Department of Pediatric Infectious Diseases, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Japan
| | - Heather J Zar
- Department of Paediatrics & Child Health and Medical Research Council unit on Child & Adolescent Health, University of Cape Town, Cape Town, South Africa
| | - Harry Campbell
- Centre for Global Health, Usher Institute, Edinburgh Medical School, University of Edinburgh, Edinburgh, UK
| | - Harish Nair
- Centre for Global Health, Usher Institute, Edinburgh Medical School, University of Edinburgh, Edinburgh, UK.
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Coates MM, Kamanda M, Kintu A, Arikpo I, Chauque A, Mengesha MM, Price AJ, Sifuna P, Wamukoya M, Sacoor CN, Ogwang S, Assefa N, Crampin AC, Macete EV, Kyobutungi C, Meremikwu MM, Otieno W, Adjaye-Gbewonyo K, Marx A, Byass P, Sankoh O, Bukhman G. A comparison of all-cause and cause-specific mortality by household socioeconomic status across seven INDEPTH network health and demographic surveillance systems in sub-Saharan Africa. Glob Health Action 2019; 12:1608013. [PMID: 31092155 PMCID: PMC6534200 DOI: 10.1080/16549716.2019.1608013] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
Background: Understanding socioeconomic disparities in all-cause and cause-specific mortality can help inform prevention and treatment strategies. Objectives: To quantify cause-specific mortality rates by socioeconomic status across seven health and demographic surveillance systems (HDSS) in five countries (Ethiopia, Kenya, Malawi, Mozambique, and Nigeria) in the INDEPTH Network in sub-Saharan Africa. Methods: We linked demographic residence data with household survey data containing living standards and education information we used to create a poverty index. Person-years lived and deaths between 2003 and 2016 (periods varied by HDSS) were stratified in each HDSS by age, sex, year, and number of deprivations on the poverty index (0–8). Causes of death were assigned to each death using the InterVA-4 model based on responses to verbal autopsy questionnaires. We estimated rate ratios between socioeconomic groups (2–4 and 5–8 deprivations on our poverty index compared to 0–2 deprivations) for specific causes of death and calculated life expectancy for the deprivation groups. Results: Our pooled data contained almost 3.5 million person-years of observation and 25,038 deaths. All-cause mortality rates were higher among people in households with 5–8 deprivations on our poverty index compared to 0–2 deprivations, controlling for age, sex, and year (rate ratios ranged 1.42 to 2.06 across HDSS sites). The poorest group had consistently higher death rates in communicable, maternal, neonatal, and nutritional conditions (rate ratios ranged 1.34–4.05) and for non-communicable diseases in several sites (1.14–1.93). The disparities in mortality between 5–8 deprivation groups and 0–2 deprivation groups led to lower life expectancy in the higher-deprivation groups by six years in all sites and more than 10 years in five sites. Conclusions: We show large disparities in mortality on the basis of socioeconomic status across seven HDSS in sub-Saharan Africa due to disparities in communicable disease mortality and from non-communicable diseases in some sites. Life expectancy gaps between socioeconomic groups within sites were similar to the gaps between high-income and lower-middle-income countries. Prevention and treatment efforts can benefit from understanding subpopulations facing higher mortality from specific conditions.
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Affiliation(s)
- Matthew M Coates
- a Department of Global Health and Social Medicine, Program in Global Noncommunicable Diseases and Social Change , Harvard Medical School , Boston , USA
| | | | - Alexander Kintu
- c Department of Global Health and Population , Harvard T.H. Chan School of Public Health , Boston , USA
| | - Iwara Arikpo
- b INDEPTH Network , Accra , Ghana.,d Cross River Health & Demographic Surveillance System (CRHDSS) , University of Calabar , Calabar , Nigeria
| | - Alberto Chauque
- b INDEPTH Network , Accra , Ghana.,e Centro de Investigação em Saúde da Manhiça (CISM) , Mozambique
| | - Melkamu Merid Mengesha
- b INDEPTH Network , Accra , Ghana.,f College of Health and Medical Sciences , Haramaya University , Harar , Ethiopia
| | - Alison J Price
- b INDEPTH Network , Accra , Ghana.,g Department of Population Health , London School of Hygiene & Tropical Medicine , London , UK.,h Malawi Epidemiology and Intervention Research Unit , Lilongwe , Malawi
| | - Peter Sifuna
- b INDEPTH Network , Accra , Ghana.,i US Army Medical Research Directorate-Kenya (USAMRD-K)/Kenya Medical Research Institute (KEMRI) , Kisumu , Kenya
| | - Marylene Wamukoya
- b INDEPTH Network , Accra , Ghana.,j African Population and Health Research Center , Nairobi , Kenya
| | - Charfudin N Sacoor
- b INDEPTH Network , Accra , Ghana.,e Centro de Investigação em Saúde da Manhiça (CISM) , Mozambique
| | - Sheila Ogwang
- b INDEPTH Network , Accra , Ghana.,i US Army Medical Research Directorate-Kenya (USAMRD-K)/Kenya Medical Research Institute (KEMRI) , Kisumu , Kenya
| | - Nega Assefa
- b INDEPTH Network , Accra , Ghana.,f College of Health and Medical Sciences , Haramaya University , Harar , Ethiopia
| | - Amelia C Crampin
- b INDEPTH Network , Accra , Ghana.,g Department of Population Health , London School of Hygiene & Tropical Medicine , London , UK.,h Malawi Epidemiology and Intervention Research Unit , Lilongwe , Malawi
| | - Eusebio V Macete
- b INDEPTH Network , Accra , Ghana.,e Centro de Investigação em Saúde da Manhiça (CISM) , Mozambique
| | - Catherine Kyobutungi
- b INDEPTH Network , Accra , Ghana.,j African Population and Health Research Center , Nairobi , Kenya
| | - Martin M Meremikwu
- b INDEPTH Network , Accra , Ghana.,d Cross River Health & Demographic Surveillance System (CRHDSS) , University of Calabar , Calabar , Nigeria
| | - Walter Otieno
- b INDEPTH Network , Accra , Ghana.,i US Army Medical Research Directorate-Kenya (USAMRD-K)/Kenya Medical Research Institute (KEMRI) , Kisumu , Kenya.,k Department of Paediatrics and Child Health , Maseno University School of Medicine , Kisumu , Kenya
| | | | - Andrew Marx
- a Department of Global Health and Social Medicine, Program in Global Noncommunicable Diseases and Social Change , Harvard Medical School , Boston , USA
| | - Peter Byass
- b INDEPTH Network , Accra , Ghana.,m Department of Epidemiology and Global Health , Umeå University , Umeå , Sweden.,n 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.,o Institute of Applied Health Sciences , University of Aberdeen , Aberdeen , Scotland
| | - Osman Sankoh
- b INDEPTH Network , Accra , Ghana.,p Statistics Sierra Leone , Freetown , Sierra Leone.,q College of Medicine and Allied Health Sciences , University of Sierra Leone , New England , Sierra Leone.,r School of Public Health, Faculty of Health Sciences , University of the Witwatersrand , Johannesburg , South Africa
| | - Gene Bukhman
- a Department of Global Health and Social Medicine, Program in Global Noncommunicable Diseases and Social Change , Harvard Medical School , Boston , USA.,s Division of Global Health Equity , Brigham and Women's Hospital , Boston , MA , USA.,t Partners In Health , Boston , MA , USA
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Mumah JN, Casterline JB, Machiyama K, Wamukoya M, Kabiru CW, Cleland J. Method-Specific Attributes that Influence Choice of Future Contraception Among Married Women in Nairobi's Informal Settlements. Stud Fam Plann 2018; 49:279-292. [PMID: 30125375 PMCID: PMC6175231 DOI: 10.1111/sifp.12070] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Despite an extensive evidence base on contraceptive method choice, it remains uncertain which factors are most influential in predisposing women toward certain methods and against others. This paper addresses this gap in knowledge by making use of rarely‐measured perceptions about specific methods, perceived social network experience of methods, and women's own past experiences using specific methods. We draw on baseline data from the project, “Improving Measurement of Unintended Pregnancy and Unmet Need for Family Planning.” Using conditional logit analysis, we ascertain which perceived method‐specific attributes, including past experience of methods by women themselves and by their friends, predict preferred future contraceptive method among 317 women living in Nairobi slums who are using no method but intend to start in the next 12 months. Results show that satisfaction with past use, positive experience of use by a woman's social network, husband/partner's approval, lack of interference with menses, and perception of safety for long term use were all associated with choice of a future method.
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Ginsburg C, Bocquier P, Béguy D, Afolabi S, Kahn K, Obor D, Tanser F, Tomita A, Wamukoya M, Collinson MA. Association between internal migration and epidemic dynamics: an analysis of cause-specific mortality in Kenya and South Africa using health and demographic surveillance data. BMC Public Health 2018; 18:918. [PMID: 30049267 PMCID: PMC6062880 DOI: 10.1186/s12889-018-5851-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Accepted: 07/16/2018] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Many low- and middle-income countries are facing a double burden of disease with persisting high levels of infectious disease, and an increasing prevalence of non-communicable disease (NCD). Within these settings, complex processes and transitions concerning health and population are underway, altering population dynamics and patterns of disease. Understanding the mechanisms through which changing socioeconomic and environmental contexts may influence health is central to developing appropriate public health policy. Migration, which involves a change in environment and health exposure, is one such mechanism. METHODS This study uses Competing Risk Models to examine the relationship between internal migration and premature mortality from AIDS/TB and NCDs. The analysis employs 9 to 14 years of longitudinal data from four Health and Demographic Surveillance Systems (HDSS) of the INDEPTH Network located in Kenya and South Africa (populations ranging from 71 to 223 thousand). The study tests whether the mortality of migrants converges to that of non-migrants over the period of observation, controlling for age, sex and education level. RESULTS In all four HDSS, AIDS/TB has a strong influence on overall deaths. However, in all sites the probability of premature death (45q15) due to AIDS/TB is declining in recent periods, having exceeded 0.39 in the South African sites and 0.18 in the Kenyan sites in earlier years. In general, the migration effect presents similar patterns in relation to both AIDS/TB and NCD mortality, and shows a migrant mortality disadvantage with no convergence between migrants and non-migrants over the period of observation. Return migrants to the Agincourt HDSS (South Africa) are on average four times more likely to die of AIDS/TB or NCDs than are non-migrants. In the Africa Health Research Institute (South Africa) female return migrants have approximately twice the risk of dying from AIDS/TB from the year 2004 onwards, while there is a divergence to higher AIDS/TB mortality risk amongst female migrants to the Nairobi HDSS from 2010. CONCLUSION Results suggest that structural socioeconomic issues, rather than epidemic dynamics are likely to be associated with differences in mortality risk by migrant status. Interventions aimed at improving recent migrant's access to treatment may mitigate risk.
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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
- INDEPTH Network, Accra, Ghana
| | - Philippe Bocquier
- 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
- Centre de Recherches en Démographie, Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Donatien Béguy
- African Population and Health Research Centre, Nairobi, Kenya
| | - Sulaimon Afolabi
- 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
- INDEPTH Network, Accra, Ghana
| | - Kathleen Kahn
- 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
- INDEPTH Network, Accra, Ghana
- Umeå Centre for Global Health Research, Umeå University, Umeå, Sweden
| | - David Obor
- KEMRI & CDC - Centre for Global Health Research, Kisumu, Kenya
| | - Frank Tanser
- Africa Health Research Institute, University of KwaZulu-Natal, Durban, South Africa
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa
- School of Nursing and Public Health, University of KwaZulu-Natal, Durban, South Africa
| | - Andrew Tomita
- Africa Health Research Institute, University of KwaZulu-Natal, Durban, South Africa
- Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, 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
- INDEPTH Network, Accra, Ghana
- Department of Science and Technology/ Medical Research Council, South African Population Research Infrastructure Network, Johannesburg, South Africa
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8
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Machiyama K, Huda FA, Ahmmed F, Odwe G, Obare F, Mumah JN, Wamukoya M, Casterline JB, Cleland J. Women's attitudes and beliefs towards specific contraceptive methods in Bangladesh and Kenya. Reprod Health 2018; 15:75. [PMID: 29739429 PMCID: PMC5941610 DOI: 10.1186/s12978-018-0514-7] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Accepted: 04/24/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Missing from the huge literature on women's attitudes and beliefs concerning specific contraceptive methods is any detailed quantitative documentation for all major methods in low- and middle-income countries. The objectives are to provide such a documentation for women living in Matlab (rural Bangladesh), Nairobi slums and Homa Bay (rural Kenya) and to compare the opinions and beliefs of current, past and never users towards the three most commonly used methods (oral contraceptives, injectables and implants). METHODS In each site, 2424 to 2812 married women aged 15-39 years were interviewed on reproduction, fertility preferences, contraceptive knowledge and use, attitudes and beliefs towards family planning in general and specific methods. We analysed the data from round one of the prospective cohort study. RESULTS While current users typically expressed satisfaction and held more positive beliefs about their method than past or never users, nevertheless appreciable minorities of current users thought the method might pose serious damage to health, might impair fertility and was unsafe for prolonged use without taking a break. Larger proportions, typically between 25% and 50%, associated their method with unpleasant side effects. Past users of pills and injectables outnumbered current users and their beliefs were similar to those of never users. In all three sites, about half of past injectable users reported satisfaction with the method and the satisfaction of past implant users was lower. CONCLUSIONS High levels of contraceptive use can clearly co-exist with widespread misgivings about methods, even those that are widely used. Serious concerns about damage to health, long term fertility impairment, and dangers of prolonged use without taking a break were particularly common in the Kenyan sites and these beliefs may explain the high levels of discontinuation observed in Kenya and elsewhere in Africa. This documentation of beliefs provides useful guidance for counselling and informational campaigns. The generally negative views of past users imply that programmes may need not only to improve individual counselling but also strengthen community information campaign to change the overall climate of opinion which may have been influenced by dissatisfaction among past users.
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Affiliation(s)
- Kazuyo Machiyama
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK.
| | | | | | | | | | - Joyce N Mumah
- African Population and Health Research Center, Nairobi, Kenya
| | | | - John B Casterline
- Institute for Population Research, Ohio State University, Columbus, USA
| | - John Cleland
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
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9
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Etyang AO, Wandabwa CK, Kapesa S, Muthumbi E, Odipo E, Wamukoya M, Ngomi N, Haregu T, Kyobutungi C, Williams TN, Makale J, Macharia A, Cruickshank JK, Smeeth L, Scott JAG. Blood Pressure and Arterial Stiffness in Kenyan Adolescents With the Sickle Cell Trait. Am J Epidemiol 2018; 187:199-205. [PMID: 28992220 PMCID: PMC5860135 DOI: 10.1093/aje/kwx232] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Accepted: 05/22/2017] [Indexed: 01/28/2023] Open
Abstract
The potential association between sickle cell trait (SCT) and increased arterial stiffness/blood pressure (BP) has not been evaluated in detail despite its association with stroke, sudden death, and renal disease. We performed 24-hour ambulatory BP monitoring and arterial stiffness measurements in adolescents raised in a malaria-free environment in Kenya. Between December 2015 and June 2016, 938 randomly selected adolescents (ages 11–17 years) who had been continuous residents of Nairobi from birth were invited to participate in the study. Standard clinic BP measurement was performed, followed by 24-hour ambulatory BP monitoring and arterial stiffness measurement using an Arteriograph24 (TensioMed Ltd., Budapest, Hungary) device. SCT status was determined using DNA genotyping in contemporaneously collected blood samples. Of the 938 adolescents invited to participate, 609 (65%) provided complete data for analysis. SCT was present in 103 (15%). Mean 24-hour systolic and diastolic BPs were 116 (standard deviation (SD), 11.5) mm Hg and 64 (SD, 7) mm Hg, respectively, in children with SCT and 117 (SD, 11.4) mm Hg and 64 (SD, 6.8) mm Hg, respectively, in non-SCT children. Mean pulse wave velocity (PWV) was 7.1 (SD, 0.8) m/second and 7.0 (SD, 0.8) m/second in SCT and non-SCT children, respectively. We observed no differences in PWV or in any clinic or ambulatory BP-derived measures between adolescents with and without SCT. These data suggest that SCT does not independently influence BP or PWV.
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Affiliation(s)
- Anthony O Etyang
- KEMRI Wellcome Trust Research Programme, Kilifi, Kenya
- London School of Hygiene and Tropical Medicine, London, United Kingdom
| | | | | | | | - Emily Odipo
- KEMRI Wellcome Trust Research Programme, Kilifi, Kenya
| | | | - Nicholas Ngomi
- African Population and Health Research Center, Nairobi, Kenya
| | - Tilahun Haregu
- African Population and Health Research Center, Nairobi, Kenya
| | | | - Thomas N Williams
- KEMRI Wellcome Trust Research Programme, Kilifi, Kenya
- Imperial College London, London, United Kingdom
| | | | - Alex Macharia
- KEMRI Wellcome Trust Research Programme, Kilifi, Kenya
| | | | - Liam Smeeth
- London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - J Anthony G Scott
- KEMRI Wellcome Trust Research Programme, Kilifi, Kenya
- London School of Hygiene and Tropical Medicine, London, United Kingdom
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10
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Etyang AO, Khayeka-Wandabwa C, Kapesa S, Muthumbi E, Odipo E, Wamukoya M, Ngomi N, Haregu T, Kyobutungi C, Tendwa M, Makale J, Macharia A, Cruickshank JK, Smeeth L, Scott JAG, Williams TN. Blood Pressure and Arterial Stiffness in Kenyan Adolescents With α +Thalassemia. J Am Heart Assoc 2017; 6:JAHA.117.005613. [PMID: 28381468 PMCID: PMC5533038 DOI: 10.1161/jaha.117.005613] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Background Recent studies have discovered that α‐globin is expressed in blood vessel walls where it plays a role in regulating vascular tone. We tested the hypothesis that blood pressure (BP) might differ between normal individuals and those with α+thalassemia, in whom the production of α‐globin is reduced. Methods and Results The study was conducted in Nairobi, Kenya, among 938 adolescents aged 11 to 17 years. Twenty‐four‐hour ambulatory BP monitoring and arterial stiffness measurements were performed using an arteriograph device. We genotyped for α+thalassemia by polymerase chain reaction. Complete data for analysis were available for 623 subjects; 223 (36%) were heterozygous (−α/αα) and 47 (8%) were homozygous (−α/−α) for α+thalassemia whereas the remaining 353 (55%) were normal (αα/αα). Mean 24‐hour systolic BP ±SD was 118±12 mm Hg in αα/αα, 117±11 mm Hg in −α/αα, and 118±11 mm Hg in −α/−α subjects, respectively. Mean 24‐hour diastolic BP ±SD in these groups was 64±8, 63±7, and 65±8 mm Hg, respectively. Mean pulse wave velocity (PWV)±SD was 7±0.8, 7±0.8, and 7±0.7 ms−1, respectively. No differences were observed in PWV and any of the 24‐hour ambulatory BP monitoring‐derived measures between those with and without α+thalassemia. Conclusions These data suggest that the presence of α+thalassemia does not affect BP and/or arterial stiffness in Kenyan adolescents.
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Affiliation(s)
- Anthony O Etyang
- KEMRI-Wellcome Trust Research Program, Kilifi, Kenya .,London School of Hygiene and Tropical Medicine, London, United Kingdom
| | | | | | | | - Emily Odipo
- KEMRI-Wellcome Trust Research Program, Kilifi, Kenya
| | | | - Nicholas Ngomi
- African Population and Health Research Centre, Nairobi, Kenya
| | - Tilahun Haregu
- African Population and Health Research Centre, Nairobi, Kenya
| | | | | | | | - Alex Macharia
- KEMRI-Wellcome Trust Research Program, Kilifi, Kenya
| | | | - Liam Smeeth
- London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - J Anthony G Scott
- KEMRI-Wellcome Trust Research Program, Kilifi, Kenya.,London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Thomas N Williams
- KEMRI-Wellcome Trust Research Program, Kilifi, Kenya.,Imperial College, London, United Kingdom
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11
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Ginsburg C, Bocquier P, Béguy D, Afolabi S, Augusto O, Derra K, Herbst K, Lankoande B, Odhiambo F, Otiende M, Soura A, Wamukoya M, Zabré P, White MJ, Collinson MA. Healthy or unhealthy migrants? Identifying internal migration effects on mortality in Africa using health and demographic surveillance systems of the INDEPTH network. Soc Sci Med 2016; 164:59-73. [PMID: 27471131 PMCID: PMC6469963 DOI: 10.1016/j.socscimed.2016.06.035] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2016] [Revised: 06/17/2016] [Accepted: 06/20/2016] [Indexed: 11/09/2022]
Abstract
Migration has been hypothesised to be selective on health but this healthy migrant hypothesis has generally been tested at destinations, and for only one type of flow, from deprived to better-off areas. The circulatory nature of migration is rarely accounted for. This study examines the relationship between different types of internal migration and adult mortality in Health and Demographic Surveillance System (HDSS) populations in West, East, and Southern Africa, and asks how the processes of selection, adaptation and propagation explain the migration-mortality relationship experienced in these contexts. The paper uses longitudinal data representing approximately 900 000 adults living in nine sub-Saharan African HDSS sites of the INDEPTH Network. Event History Analysis techniques are employed to examine the relationship between all-cause mortality and migration status, over periods ranging from 3 to 14 years for a total of nearly 4.5 million person-years. The study confirms the importance of migration in explaining variation in mortality, and the diversity of the migration-mortality relationship over a range of rural and urban local areas in the three African regions. The results confirm that the pattern of migration-mortality relationship is not exclusively explained by selection but also by propagation and adaptation. Consequences for public health policy are drawn.
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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, Johannesburg, South Africa; INDEPTH Network, Accra, Ghana
| | - Philippe Bocquier
- Centre de Recherches en Démographie, Université Catholique de Louvain, Louvain-la-Neuve, Belgium; 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.
| | - Donatien Béguy
- African Population and Health Research Centre, Nairobi, Kenya
| | - Sulaimon Afolabi
- 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
| | | | - Karim Derra
- Clinical Research Unit of Nanoro (CRUN), Nanoro, Burkina Faso
| | - Kobus Herbst
- The Africa Centre for Population Health, UKZN, South Africa
| | - Bruno Lankoande
- Institut Supérieur des Sciences de la Population (ISSP), Université de Ouagadougou, Burkina Faso
| | - Frank Odhiambo
- KEMRI & CDC - Centre for Global Health Research, Kisumu, Kenya; INDEPTH Network, Accra, Ghana
| | - Mark Otiende
- Kenya Medical Research Institute, Wellcome Trust Research Programme, Kilifi, Kenya
| | - Abdramane Soura
- Institut Supérieur des Sciences de la Population (ISSP), Université de Ouagadougou, Burkina Faso
| | | | - Pascal Zabré
- Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso
| | - 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 Centre, Brown University, USA
| | - 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; INDEPTH Network, Accra, Ghana; Umeå Centre for Global Health Research, Umeå University, Sweden
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12
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Reniers G, Wamukoya M, Urassa M, Nyaguara A, Nakiyingi-Miiro J, Lutalo T, Hosegood V, Gregson S, Gómez-Olivé X, Geubbels E, Crampin AC, Wringe A, Waswa L, Tollman S, Todd J, Slaymaker E, Serwadda D, Price A, Oti S, Nyirenda MJ, Nabukalu D, Nyamukapa C, Nalugoda F, Mugurungi O, Mtenga B, Mills L, Michael D, McLean E, McGrath N, Martin E, Marston M, Maquins S, Levira F, Kyobutungi C, Kwaro D, Kasamba I, Kanjala C, Kahn K, Kabudula C, Herbst K, Gareta D, Eaton JW, Clark SJ, Church K, Chihana M, Calvert C, Beguy D, Asiki G, Amri S, Abdul R, Zaba B. Data Resource Profile: Network for Analysing Longitudinal Population-based HIV/AIDS data on Africa (ALPHA Network). Int J Epidemiol 2016; 45:83-93. [PMID: 26968480 DOI: 10.1093/ije/dyv343] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/25/2015] [Indexed: 11/14/2022] Open
Affiliation(s)
- Georges Reniers
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa,
| | | | - Mark Urassa
- Tazama Project, Tanzania National Institute for Medical Research, Mwanza, Tanzania
| | - Amek Nyaguara
- Kenya Medical Research Institute and the Centers for Disease Control, Kisumu, Kenya
| | | | - Tom Lutalo
- Rakai Health Sciences Program, Uganda Virus Research Institute, Rakai, Uganda
| | - Vicky Hosegood
- Africa Centre for Population Health, Mtubatuba, South Africa, Department of Social Statistics and Demography, Southampton University, Southampton, UK
| | - Simon Gregson
- Manicaland Centre for Public Health Research, Harare, Zimbabwe, Department of Infectious Disease Epidemiology, Imperial College, London, UK
| | - Xavier Gómez-Olivé
- School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Amelia C Crampin
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK, Malawi Epidemiology and Intervention Research Unit, Lilongwe, UK
| | - Alison Wringe
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Laban Waswa
- MRC/UVRI Uganda Research Unit on AIDS, Entebbe, Uganda
| | - Stephen Tollman
- School of Public Health, University of the Witwatersrand, Johannesburg, South Africa, Centre for Global Health Research, Umea° University, Umea°, Sweden
| | - Jim Todd
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Emma Slaymaker
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - David Serwadda
- Rakai Health Sciences Program, Uganda Virus Research Institute, Rakai, Uganda, School of Public Health, Makerere University, Kampala, Uganda
| | - Alison Price
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK, Malawi Epidemiology and Intervention Research Unit, Lilongwe, UK
| | - Samuel Oti
- African Population and Health Research Center, Nairobi, Kenya
| | - Moffat J Nyirenda
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK, Malawi Epidemiology and Intervention Research Unit, Lilongwe, UK
| | - Dorean Nabukalu
- Rakai Health Sciences Program, Uganda Virus Research Institute, Rakai, Uganda
| | - Constance Nyamukapa
- Manicaland Centre for Public Health Research, Harare, Zimbabwe, Department of Infectious Disease Epidemiology, Imperial College, London, UK
| | - Fred Nalugoda
- Rakai Health Sciences Program, Uganda Virus Research Institute, Rakai, Uganda
| | - Owen Mugurungi
- Manicaland Centre for Public Health Research, Harare, Zimbabwe, Zimbabwe Ministry of Health and Child Care, Harare, Zimbabwe
| | - Baltazar Mtenga
- Tazama Project, Tanzania National Institute for Medical Research, Mwanza, Tanzania
| | - Lisa Mills
- Kenya Medical Research Institute and the Centers for Disease Control, Kisumu, Kenya, Division of HIV/AIDS Prevention, CDC, Atlanta GA, USA and
| | - Denna Michael
- Tazama Project, Tanzania National Institute for Medical Research, Mwanza, Tanzania
| | - Estelle McLean
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK, Malawi Epidemiology and Intervention Research Unit, Lilongwe, UK
| | - Nuala McGrath
- Africa Centre for Population Health, Mtubatuba, South Africa, Department of Social Statistics and Demography, Southampton University, Southampton, UK
| | - Emmanuel Martin
- Malawi Epidemiology and Intervention Research Unit, Lilongwe, UK
| | - Milly Marston
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Sewe Maquins
- Kenya Medical Research Institute and the Centers for Disease Control, Kisumu, Kenya
| | | | | | - Daniel Kwaro
- Kenya Medical Research Institute and the Centers for Disease Control, Kisumu, Kenya
| | - Ivan Kasamba
- MRC/UVRI Uganda Research Unit on AIDS, Entebbe, Uganda
| | - Chifundo Kanjala
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Kathleen Kahn
- School of Public Health, University of the Witwatersrand, Johannesburg, South Africa, Centre for Global Health Research, Umea° University, Umea°, Sweden
| | - Chodziwadziwa Kabudula
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - Kobus Herbst
- Africa Centre for Population Health, Mtubatuba, South Africa
| | - Dickman Gareta
- Africa Centre for Population Health, Mtubatuba, South Africa
| | - Jeffrey W Eaton
- Department of Infectious Disease Epidemiology, Imperial College, London, UK
| | - Samuel J Clark
- School of Public Health, University of the Witwatersrand, Johannesburg, South Africa, Department of Sociology, University of Washington, Seattle WA, USA
| | - Kathryn Church
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Menard Chihana
- Malawi Epidemiology and Intervention Research Unit, Lilongwe, UK
| | - Clara Calvert
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Donatien Beguy
- African Population and Health Research Center, Nairobi, Kenya
| | - Gershim Asiki
- MRC/UVRI Uganda Research Unit on AIDS, Entebbe, Uganda
| | - Shamte Amri
- Ifakara Health Institute, Dar-Es-Salaam, Tanzania
| | | | - Basia Zaba
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
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13
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Mberu B, Wamukoya M, Oti S, Kyobutungi C. Trends in Causes of Adult Deaths among the Urban Poor: Evidence from Nairobi Urban Health and Demographic Surveillance System, 2003-2012. J Urban Health 2015; 92:422-45. [PMID: 25758599 PMCID: PMC4456477 DOI: 10.1007/s11524-015-9943-6] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
What kills people around the world and how it varies from place to place and over time is critical in mapping the global burden of disease and therefore, a relevant public health question, especially in developing countries. While more than two thirds of deaths worldwide are in developing countries, little is known about the causes of death in these nations. In many instances, vital registration systems are nonexistent or at best rudimentary, and even when deaths are registered, data on the cause of death in particular local contexts, which is an important step toward improving context-specific public health, are lacking. In this paper, we examine the trends in the causes of death among the urban poor in two informal settlements in Nairobi by applying the InterVA-4 software to verbal autopsy data. We examine cause of death data from 2646 verbal autopsies of deaths that occurred in the Nairobi Urban Health and Demographic Surveillance System (NUHDSS) between 1 January 2003 and 31 December 2012 among residents aged 15 years and above. The data is entered into the InterVA-4 computer program, which assigns cause of death using probabilistic modeling. The results are presented as annualized trends from 2003 to 2012 and disaggregated by gender and age. Over the 10-year period, the three major causes of death are tuberculosis (TB), injuries, and HIV/AIDS, accounting for 26.9, 20.9, and 17.3% of all deaths, respectively. In 2003, HIV/AIDS was the highest cause of death followed by TB and then injuries. However, by 2012, TB and injuries had overtaken HIV/AIDS as the major causes of death. When this is examined by gender, HIV/AIDS was consistently higher for women than men across all the years generally by a ratio of 2 to 1. In terms of TB, it was more evenly distributed across the years for both males and females. We find that there is significant gender variation in deaths linked to injuries, with male deaths being higher than female deaths by a ratio of about 4 to 1. We also find a fifteen percentage point increase in the incidences of male deaths due to injuries between 2003 and 2012. For women, the corresponding deaths due to injuries remain fairly stable throughout the period. We find cardiovascular diseases as a significant cause of death over the period, with overall mortality increasing steadily from 1.6% in 2003 to 8.1% in 2012, and peaking at 13.7% in 2005 and at 12.0% in 2009. These deaths were consistently higher among women. We identified substantial variations in causes of death by age, with TB, HIV/AIDS, and CVD deaths lowest among younger residents and increasing with age, while injury-related deaths are highest among the youngest adults 15-19 and steadily declined with age. Also, deaths related to neoplasms and respiratory tract infections (RTIs) were prominent among older adults 50 years and above, especially since 2005. Emerging at this stage is evidence that HIV/AIDS, TB, injuries, and cardiovascular disease are linked to approximately 73% of all adult deaths among the urban poor in Nairobi slums of Korogocho and Viwandani in the last 10 years. While mortality related to HIV/AIDS is generally declining, we see an increasing proportion of deaths due to TB, injuries, and cardiovascular diseases. In sum, substantial epidemiological transition is ongoing in this local context, with deaths linked to communicable diseases declining from 66% in 2003 to 53% in 2012, while deaths due to noncommunicable causes experienced a four-fold increase from 5% in 2003 to 21.3% in 2012, together with another two-fold increase in deaths due to external causes (injuries) from 11% in 2003 to 22% in 2012. It is important to also underscore the gender dimensions of the epidemiological transition clearly visible in the mix. Finally, the elevated levels of disadvantage of slum dwellers in our analysis relative to other population subgroups in Kenya continue to demonstrate appreciable deterioration of key urban health and social indicators, highlighting the need for a deliberate strategic focus on the health needs of the urban poor in policy and program efforts toward achieving international goals and national health and development targets.
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Affiliation(s)
- Blessing Mberu
- African Population and Health Research Center, APHRC Campus, Kirawa Road, off Peponi Road,, 10787-00100,, Nairobi, Kenya,
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14
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Beguy D, Elung'ata P, Mberu B, Oduor C, Wamukoya M, Nganyi B, Ezeh A. Health & Demographic Surveillance System Profile: The Nairobi Urban Health and Demographic Surveillance System (NUHDSS). Int J Epidemiol 2015; 44:462-71. [DOI: 10.1093/ije/dyu251] [Citation(s) in RCA: 108] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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15
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Streatfield PK, Khan WA, Bhuiya A, Hanifi SMA, Alam N, Diboulo E, Niamba L, Sié A, Lankoandé B, Millogo R, Soura AB, Bonfoh B, Kone S, Ngoran EK, Utzinger J, Ashebir Y, Melaku YA, Weldearegawi B, Gomez P, Jasseh M, Azongo D, Oduro A, Wak G, Wontuo P, Attaa-Pomaa M, Gyapong M, Manyeh AK, Kant S, Misra P, Rai SK, Juvekar S, Patil R, Wahab A, Wilopo S, Bauni E, Mochamah G, Ndila C, Williams TN, Khaggayi C, Nyaguara A, Obor D, Odhiambo FO, Ezeh A, Oti S, Wamukoya M, Chihana M, Crampin A, Collinson MA, Kabudula CW, Wagner R, Herbst K, Mossong J, Emina JBO, Sankoh OA, Byass P. Mortality from external causes in Africa and Asia: evidence from INDEPTH Health and Demographic Surveillance System Sites. Glob Health Action 2014; 7:25366. [PMID: 25377327 PMCID: PMC4220124 DOI: 10.3402/gha.v7.25366] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Revised: 08/30/2014] [Accepted: 09/02/2014] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Mortality from external causes, of all kinds, is an important component of overall mortality on a global basis. However, these deaths, like others in Africa and Asia, are often not counted or documented on an individual basis. Overviews of the state of external cause mortality in Africa and Asia are therefore based on uncertain information. The INDEPTH Network maintains longitudinal surveillance, including cause of death, at population sites across Africa and Asia, which offers important opportunities to document external cause mortality at the population level across a range of settings. OBJECTIVE To describe patterns of mortality from external causes at INDEPTH Network sites across Africa and Asia, according to the WHO 2012 verbal autopsy (VA) cause categories. DESIGN All deaths at INDEPTH sites are routinely registered and followed up with VA interviews. For this study, VA archives were transformed into the WHO 2012 VA standard format and processed using the InterVA-4 model to assign cause of death. Routine surveillance data also provide person-time denominators for mortality rates. RESULTS A total of 5,884 deaths due to external causes were documented over 11,828,253 person-years. Approximately one-quarter of those deaths were to children younger than 15 years. Causes of death were dominated by childhood drowning in Bangladesh, and by transport-related deaths and intentional injuries elsewhere. Detailed mortality rates are presented by cause of death, age group, and sex. CONCLUSIONS The patterns of external cause mortality found here generally corresponded with expectations and other sources of information, but they fill some important gaps in population-based mortality data. They provide an important source of information to inform potentially preventive intervention designs.
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Affiliation(s)
- P Kim Streatfield
- Matlab HDSS, Bangladesh; International Centre for Diarrhoeal Disease Research, Bangladesh; INDEPTH Network, Accra, Ghana
| | - Wasif A Khan
- International Centre for Diarrhoeal Disease Research, Bangladesh; INDEPTH Network, Accra, Ghana; Bandarban HDSS, Bangladesh
| | - Abbas Bhuiya
- INDEPTH Network, Accra, Ghana; Chakaria HDSS, Bangladesh; Centre for Equity and Health Systems, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Syed M A Hanifi
- INDEPTH Network, Accra, Ghana; Chakaria HDSS, Bangladesh; Centre for Equity and Health Systems, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Nurul Alam
- INDEPTH Network, Accra, Ghana; AMK HDSS, Bangladesh; Centre for Population, Urbanisation and Climate Change, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Eric Diboulo
- INDEPTH Network, Accra, Ghana; Nouna HDSS, Burkina Faso; Nouna Health Research Centre, Nouna, Burkina Faso
| | - Louis Niamba
- INDEPTH Network, Accra, Ghana; Nouna HDSS, Burkina Faso; Nouna Health Research Centre, Nouna, Burkina Faso
| | - Ali Sié
- INDEPTH Network, Accra, Ghana; Nouna HDSS, Burkina Faso; Nouna Health Research Centre, Nouna, Burkina Faso
| | - Bruno Lankoandé
- INDEPTH Network, Accra, Ghana; Ouagadougou HDSS, Burkina Faso; Institut Supérieur des Sciences de la Population, Université de Ouagadougou, Burkina Faso
| | - Roch Millogo
- INDEPTH Network, Accra, Ghana; Ouagadougou HDSS, Burkina Faso; Institut Supérieur des Sciences de la Population, Université de Ouagadougou, Burkina Faso
| | - Abdramane B Soura
- INDEPTH Network, Accra, Ghana; Ouagadougou HDSS, Burkina Faso; Institut Supérieur des Sciences de la Population, Université de Ouagadougou, Burkina Faso
| | - Bassirou Bonfoh
- INDEPTH Network, Accra, Ghana; Taabo HDSS, Côte d'Ivoire; Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
| | - Siaka Kone
- INDEPTH Network, Accra, Ghana; Taabo HDSS, Côte d'Ivoire; Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
| | - Eliezer K Ngoran
- INDEPTH Network, Accra, Ghana; Taabo HDSS, Côte d'Ivoire; Université Félix Houphoët-Boigny, Abidjan, Côte d'Ivoire
| | - Juerg Utzinger
- INDEPTH Network, Accra, Ghana; Taabo HDSS, Côte d'Ivoire; Swiss Tropical and Public Health Institute, Basel, Switzerland
| | - Yemane Ashebir
- INDEPTH Network, Accra, Ghana; Kilite-Awlaelo HDSS, Ethiopia; Department of Public Health, College of Health Sciences, Mekelle University, Mekelle, Ethiopia
| | - Yohannes A Melaku
- INDEPTH Network, Accra, Ghana; Kilite-Awlaelo HDSS, Ethiopia; Department of Public Health, College of Health Sciences, Mekelle University, Mekelle, Ethiopia
| | - Berhe Weldearegawi
- INDEPTH Network, Accra, Ghana; Kilite-Awlaelo HDSS, Ethiopia; Department of Public Health, College of Health Sciences, Mekelle University, Mekelle, Ethiopia
| | - Pierre Gomez
- INDEPTH Network, Accra, Ghana; Farafenni HDSS, The Gambia; Medical Research Council, The Gambia Unit, Fajara, The Gambia
| | - Momodou Jasseh
- INDEPTH Network, Accra, Ghana; Farafenni HDSS, The Gambia; Medical Research Council, The Gambia Unit, Fajara, The Gambia
| | - Daniel Azongo
- INDEPTH Network, Accra, Ghana; Navrongo HDSS, Ghana; Navrongo Health Research Centre, Navrongo, Ghana
| | - Abraham Oduro
- INDEPTH Network, Accra, Ghana; Navrongo HDSS, Ghana; Navrongo Health Research Centre, Navrongo, Ghana
| | - George Wak
- INDEPTH Network, Accra, Ghana; Navrongo HDSS, Ghana; Navrongo Health Research Centre, Navrongo, Ghana
| | - Peter Wontuo
- INDEPTH Network, Accra, Ghana; Navrongo HDSS, Ghana; Navrongo Health Research Centre, Navrongo, Ghana
| | - Mary Attaa-Pomaa
- INDEPTH Network, Accra, Ghana; Dodowa HDSS, Ghana; Dodowa Health Research Centre, Dodowa, Ghana
| | - Margaret Gyapong
- INDEPTH Network, Accra, Ghana; Dodowa HDSS, Ghana; Dodowa Health Research Centre, Dodowa, Ghana
| | - Alfred K Manyeh
- INDEPTH Network, Accra, Ghana; Dodowa HDSS, Ghana; Dodowa Health Research Centre, Dodowa, Ghana
| | - Shashi Kant
- INDEPTH Network, Accra, Ghana; Ballabgarh HDSS, India; All India Institute of Medical Sciences, New Delhi, India
| | - Puneet Misra
- INDEPTH Network, Accra, Ghana; Ballabgarh HDSS, India; All India Institute of Medical Sciences, New Delhi, India
| | - Sanjay K Rai
- INDEPTH Network, Accra, Ghana; Ballabgarh HDSS, India; All India Institute of Medical Sciences, New Delhi, India
| | - Sanjay Juvekar
- INDEPTH Network, Accra, Ghana; Vadu HDSS, India; Vadu Rural Health Program, KEM Hospital Research Centre, Pune, India
| | - Rutuja Patil
- INDEPTH Network, Accra, Ghana; Vadu HDSS, India; Vadu Rural Health Program, KEM Hospital Research Centre, Pune, India
| | - Abdul Wahab
- INDEPTH Network, Accra, Ghana; Purworejo HDSS, Indonesia; Department of Public Health, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Siswanto Wilopo
- INDEPTH Network, Accra, Ghana; Purworejo HDSS, Indonesia; Department of Public Health, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Evasius Bauni
- INDEPTH Network, Accra, Ghana; Kilifi HDSS, Kenya; KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - George Mochamah
- INDEPTH Network, Accra, Ghana; Kilifi HDSS, Kenya; KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Carolyne Ndila
- INDEPTH Network, Accra, Ghana; Kilifi HDSS, Kenya; KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Thomas N Williams
- INDEPTH Network, Accra, Ghana; Kilifi HDSS, Kenya; KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya; Department of Medicine, Imperial College, St. Mary's Hospital, London, United Kingdom
| | - Christine Khaggayi
- INDEPTH Network, Accra, Ghana; Kisumu HDSS, Kenya; KEMRI/CDC Research and Public Health Collaboration and KEMRI Center for Global Health Research, Kisumu, Kenya
| | - Amek Nyaguara
- INDEPTH Network, Accra, Ghana; Kisumu HDSS, Kenya; KEMRI/CDC Research and Public Health Collaboration and KEMRI Center for Global Health Research, Kisumu, Kenya
| | - David Obor
- INDEPTH Network, Accra, Ghana; Kisumu HDSS, Kenya; KEMRI/CDC Research and Public Health Collaboration and KEMRI Center for Global Health Research, Kisumu, Kenya
| | - Frank O Odhiambo
- INDEPTH Network, Accra, Ghana; Kisumu HDSS, Kenya; KEMRI/CDC Research and Public Health Collaboration and KEMRI Center for Global Health Research, Kisumu, Kenya
| | - Alex Ezeh
- INDEPTH Network, Accra, Ghana; Nairobi HDSS, Kenya; African Population and Health Research Center, Nairobi, Kenya
| | - Samuel Oti
- INDEPTH Network, Accra, Ghana; Nairobi HDSS, Kenya; African Population and Health Research Center, Nairobi, Kenya
| | - Marylene Wamukoya
- INDEPTH Network, Accra, Ghana; Nairobi HDSS, Kenya; African Population and Health Research Center, Nairobi, Kenya
| | - Menard Chihana
- INDEPTH Network, Accra, Ghana; Karonga HDSS, Malawi; Karonga Prevention Study, Chilumba, Malawi
| | - Amelia Crampin
- INDEPTH Network, Accra, Ghana; Karonga HDSS, Malawi; Karonga Prevention Study, Chilumba, Malawi; London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Mark A Collinson
- INDEPTH Network, Accra, Ghana; Agincourt HDSS, South Africa; 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; Umeå Centre for Global Health Research, Umeå University, Umeå, Sweden
| | - Chodziwadziwa W Kabudula
- INDEPTH Network, Accra, Ghana; Agincourt HDSS, South Africa; 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
| | - Ryan Wagner
- INDEPTH Network, Accra, Ghana; Agincourt HDSS, South Africa; 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
| | - Kobus Herbst
- INDEPTH Network, Accra, Ghana; Umeå Centre for Global Health Research, Umeå University, Umeå, Sweden; Africa Centre for Health and Population Studies, University of KwaZulu-Natal, Somkhele, KwaZulu-Natal, South Africa
| | - Joël Mossong
- INDEPTH Network, Accra, Ghana; Umeå Centre for Global Health Research, Umeå University, Umeå, Sweden; Africa Centre for Health and Population Studies, University of KwaZulu-Natal, Somkhele, KwaZulu-Natal, South Africa; National Health Laboratory, Surveillance & Epidemiology of Infectious Diseases, Dudelange, Luxembourg
| | | | - Osman A Sankoh
- INDEPTH Network, Accra, Ghana; School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa; Hanoi Medical University, Hanoi, Vietnam;
| | - Peter Byass
- 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; WHO Collaborating Centre for Verbal Autopsy, Umeå Centre for Global Health Research, Umeå University, Umeå, Sweden
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16
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Streatfield PK, Khan WA, Bhuiya A, Hanifi SMA, Alam N, Diboulo E, Sié A, Yé M, Compaoré Y, Soura AB, Bonfoh B, Jaeger F, Ngoran EK, Utzinger J, Melaku YA, Mulugeta A, Weldearegawi B, Gomez P, Jasseh M, Hodgson A, Oduro A, Welaga P, Williams J, Awini E, Binka FN, Gyapong M, Kant S, Misra P, Srivastava R, Chaudhary B, Juvekar S, Wahab A, Wilopo S, Bauni E, Mochamah G, Ndila C, Williams TN, Desai M, Hamel MJ, Lindblade KA, Odhiambo FO, Slutsker L, Ezeh A, Kyobutungi C, Wamukoya M, Delaunay V, Diallo A, Douillot L, Sokhna C, Gómez-Olivé FX, Kabudula CW, Mee P, Herbst K, Mossong J, Chuc NTK, Arthur SS, Sankoh OA, Tanner M, Byass P. Malaria mortality in Africa and Asia: evidence from INDEPTH health and demographic surveillance system sites. Glob Health Action 2014; 7:25369. [PMID: 25377329 PMCID: PMC4220130 DOI: 10.3402/gha.v7.25369] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Revised: 09/06/2014] [Accepted: 09/06/2014] [Indexed: 11/14/2022] Open
Abstract
Background Malaria continues to be a major cause of infectious disease mortality in tropical regions. However, deaths from malaria are most often not individually documented, and as a result overall understanding of malaria epidemiology is inadequate. INDEPTH Network members maintain population surveillance in Health and Demographic Surveillance System sites across Africa and Asia, in which individual deaths are followed up with verbal autopsies. Objective To present patterns of malaria mortality determined by verbal autopsy from INDEPTH sites across Africa and Asia, comparing these findings with other relevant information on malaria in the same regions. Design From a database covering 111,910 deaths over 12,204,043 person-years in 22 sites, in which verbal autopsy data were handled according to the WHO 2012 standard and processed using the InterVA-4 model, over 6,000 deaths were attributed to malaria. The overall period covered was 1992–2012, but two-thirds of the observations related to 2006–2012. These deaths were analysed by site, time period, age group and sex to investigate epidemiological differences in malaria mortality. Results Rates of malaria mortality varied by 1:10,000 across the sites, with generally low rates in Asia (one site recording no malaria deaths over 0.5 million person-years) and some of the highest rates in West Africa (Nouna, Burkina Faso: 2.47 per 1,000 person-years). Childhood malaria mortality rates were strongly correlated with Malaria Atlas Project estimates of Plasmodium falciparum parasite rates for the same locations. Adult malaria mortality rates, while lower than corresponding childhood rates, were strongly correlated with childhood rates at the site level. Conclusions The wide variations observed in malaria mortality, which were nevertheless consistent with various other estimates, suggest that population-based registration of deaths using verbal autopsy is a useful approach to understanding the details of malaria epidemiology.
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Affiliation(s)
- P Kim Streatfield
- Matlab HDSS, Bangladesh; International Centre for Diarrhoeal Disease Research, Bangladesh; INDEPTH Network, Accra, Ghana
| | - Wasif A Khan
- International Centre for Diarrhoeal Disease Research, Bangladesh; INDEPTH Network, Accra, Ghana; Bandarban HDSS, Bangladesh
| | - Abbas Bhuiya
- INDEPTH Network, Accra, Ghana; Chakaria HDSS, Bangladesh; Centre for Equity and Health Systems, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Syed M A Hanifi
- INDEPTH Network, Accra, Ghana; Chakaria HDSS, Bangladesh; Centre for Equity and Health Systems, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Nurul Alam
- INDEPTH Network, Accra, Ghana; AMK HDSS, Bangladesh; Centre for Population, Urbanisation and Climate Change, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Eric Diboulo
- INDEPTH Network, Accra, Ghana; Nouna HDSS, Burkina Faso; Nouna Health Research Centre, Nouna, Burkina Faso
| | - Ali Sié
- INDEPTH Network, Accra, Ghana; Nouna HDSS, Burkina Faso; Nouna Health Research Centre, Nouna, Burkina Faso
| | - Maurice Yé
- INDEPTH Network, Accra, Ghana; Nouna HDSS, Burkina Faso; Nouna Health Research Centre, Nouna, Burkina Faso
| | - Yacouba Compaoré
- INDEPTH Network, Accra, Ghana; Ouagadougou HDSS, Burkina Faso; Institut Supérieur des Sciences de la Population, Université de Ouagadougou, Burkina Faso
| | - Abdramane B Soura
- INDEPTH Network, Accra, Ghana; Ouagadougou HDSS, Burkina Faso; Institut Supérieur des Sciences de la Population, Université de Ouagadougou, Burkina Faso
| | - Bassirou Bonfoh
- INDEPTH Network, Accra, Ghana; Taabo HDSS, Côte d'Ivoire; , Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
| | - Fabienne Jaeger
- INDEPTH Network, Accra, Ghana; Taabo HDSS, Côte d'Ivoire; Swiss Tropical and Public Health Institute, Basel, Switzerland
| | - Eliezer K Ngoran
- INDEPTH Network, Accra, Ghana; Taabo HDSS, Côte d'Ivoire; Université Félix Houphoët-Boigny, Abidjan, Côte d'Ivoire
| | - Juerg Utzinger
- INDEPTH Network, Accra, Ghana; Taabo HDSS, Côte d'Ivoire; Swiss Tropical and Public Health Institute, Basel, Switzerland
| | - Yohannes A Melaku
- INDEPTH Network, Accra, Ghana; Kilite-Awlaelo HDSS, Ethiopia; Department of Public Health, College of Health Sciences, Mekelle University, Mekelle, Ethiopia
| | - Afework Mulugeta
- INDEPTH Network, Accra, Ghana; Kilite-Awlaelo HDSS, Ethiopia; Department of Public Health, College of Health Sciences, Mekelle University, Mekelle, Ethiopia
| | - Berhe Weldearegawi
- INDEPTH Network, Accra, Ghana; Kilite-Awlaelo HDSS, Ethiopia; Department of Public Health, College of Health Sciences, Mekelle University, Mekelle, Ethiopia
| | - Pierre Gomez
- INDEPTH Network, Accra, Ghana; Farafenni HDSS, The Gambia; Medical Research Council, The Gambia Unit, Fajara, The Gambia
| | - Momodou Jasseh
- INDEPTH Network, Accra, Ghana; Farafenni HDSS, The Gambia; Medical Research Council, The Gambia Unit, Fajara, The Gambia
| | - Abraham Hodgson
- INDEPTH Network, Accra, Ghana; Navrongo HDSS, Ghana; Navrongo Health Research Centre, Navrongo, Ghana
| | - Abraham Oduro
- INDEPTH Network, Accra, Ghana; Navrongo HDSS, Ghana; Navrongo Health Research Centre, Navrongo, Ghana
| | - Paul Welaga
- INDEPTH Network, Accra, Ghana; Navrongo HDSS, Ghana; Navrongo Health Research Centre, Navrongo, Ghana
| | - John Williams
- INDEPTH Network, Accra, Ghana; Navrongo HDSS, Ghana; Navrongo Health Research Centre, Navrongo, Ghana
| | - Elizabeth Awini
- INDEPTH Network, Accra, Ghana; Dodowa HDSS, Ghana; Dodowa Health Research Centre, Dodowa, Ghana; School of Public Health, University of Ghana, Legon, Ghana
| | - Fred N Binka
- INDEPTH Network, Accra, Ghana; Dodowa HDSS, Ghana; School of Public Health, University of Ghana, Legon, Ghana
| | - Margaret Gyapong
- INDEPTH Network, Accra, Ghana; Dodowa HDSS, Ghana; School of Public Health, University of Ghana, Legon, Ghana
| | - Shashi Kant
- INDEPTH Network, Accra, Ghana; Ballabgarh HDSS, India; All India Institute of Medical Sciences, New Delhi, India
| | - Puneet Misra
- INDEPTH Network, Accra, Ghana; Ballabgarh HDSS, India; All India Institute of Medical Sciences, New Delhi, India
| | - Rahul Srivastava
- INDEPTH Network, Accra, Ghana; Ballabgarh HDSS, India; All India Institute of Medical Sciences, New Delhi, India
| | - Bharat Chaudhary
- INDEPTH Network, Accra, Ghana; Vadu HDSS, India; Vadu Rural Health Program, KEM Hospital Research Centre, Pune, India
| | - Sanjay Juvekar
- INDEPTH Network, Accra, Ghana; Vadu HDSS, India; Vadu Rural Health Program, KEM Hospital Research Centre, Pune, India
| | - Abdul Wahab
- INDEPTH Network, Accra, Ghana; Purworejo HDSS, Indonesia; Department of Public Health, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Siswanto Wilopo
- INDEPTH Network, Accra, Ghana; Purworejo HDSS, Indonesia; Department of Public Health, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Evasius Bauni
- INDEPTH Network, Accra, Ghana; Kilifi HDSS, Kenya; KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - George Mochamah
- INDEPTH Network, Accra, Ghana; Kilifi HDSS, Kenya; KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Carolyne Ndila
- INDEPTH Network, Accra, Ghana; Kilifi HDSS, Kenya; KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Thomas N Williams
- INDEPTH Network, Accra, Ghana; Kilifi HDSS, Kenya; KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya; Department of Medicine, Imperial College, St. Mary's Hospital, London
| | | | - Mary J Hamel
- INDEPTH Network, Accra, Ghana; Kisumu HDSS, Kenya; KEMRI/CDC Research and Public Health Collaboration and KEMRI Center for Global Health Research, Kisumu, Kenya
| | - Kim A Lindblade
- INDEPTH Network, Accra, Ghana; Kisumu HDSS, Kenya; KEMRI/CDC Research and Public Health Collaboration and KEMRI Center for Global Health Research, Kisumu, Kenya
| | - Frank O Odhiambo
- INDEPTH Network, Accra, Ghana; Kisumu HDSS, Kenya; KEMRI/CDC Research and Public Health Collaboration and KEMRI Center for Global Health Research, Kisumu, Kenya
| | - Laurence Slutsker
- INDEPTH Network, Accra, Ghana; Kisumu HDSS, Kenya; KEMRI/CDC Research and Public Health Collaboration and KEMRI Center for Global Health Research, Kisumu, Kenya
| | - Alex Ezeh
- INDEPTH Network, Accra, Ghana; Nairobi HDSS, Kenya; African Population and Health Research Center, Nairobi, Kenya
| | - Catherine Kyobutungi
- INDEPTH Network, Accra, Ghana; Nairobi HDSS, Kenya; African Population and Health Research Center, Nairobi, Kenya
| | - Marylene Wamukoya
- INDEPTH Network, Accra, Ghana; Nairobi HDSS, Kenya; African Population and Health Research Center, Nairobi, Kenya
| | - Valérie Delaunay
- INDEPTH Network, Accra, Ghana; Niakhar HDSS, Senegal; Institut de Recherche pour le Developpement (IRD), Dakar, Sénégal
| | - Aldiouma Diallo
- INDEPTH Network, Accra, Ghana; Niakhar HDSS, Senegal; Institut de Recherche pour le Developpement (IRD), Dakar, Sénégal
| | - Laetitia Douillot
- INDEPTH Network, Accra, Ghana; Niakhar HDSS, Senegal; Institut de Recherche pour le Developpement (IRD), Dakar, Sénégal
| | - Cheikh Sokhna
- INDEPTH Network, Accra, Ghana; Niakhar HDSS, Senegal; Institut de Recherche pour le Developpement (IRD), Dakar, Sénégal
| | - F Xavier Gómez-Olivé
- INDEPTH Network, Accra, Ghana; Agincourt HDSS, South Africa; 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
| | - Chodziwadziwa W Kabudula
- INDEPTH Network, Accra, Ghana; Agincourt HDSS, South Africa; 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
| | - Paul Mee
- INDEPTH Network, Accra, Ghana; Agincourt HDSS, South Africa; 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
| | - Kobus Herbst
- INDEPTH Network, Accra, Ghana; Africa Centre HDSS, South Africa; Africa Centre for Health and Population Studies, University of KwaZulu-Natal, Somkhele, KwaZulu-Natal, South Africa
| | - Joël Mossong
- INDEPTH Network, Accra, Ghana; Africa Centre HDSS, South Africa; Africa Centre for Health and Population Studies, University of KwaZulu-Natal, Somkhele, KwaZulu-Natal, South Africa; National Health Laboratory, Surveillance & Epidemiology of Infectious Diseases, Dudelange, Luxembourg
| | - Nguyen T K Chuc
- INDEPTH Network, Accra, Ghana; FilaBavi HDSS, Vietnam; Health System Research, Hanoi Medical University, Hanoi, Vietnam
| | | | - Osman A Sankoh
- INDEPTH Network, Accra, Ghana; School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa; Hanoi Medical University, Hanoi, Vietnam;
| | - Marcel Tanner
- WHO Collaborating Centre for Verbal Autopsy, Umeå Centre for Global Health Research, Umeå University, Umeå, Sweden
| | - Peter Byass
- 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
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17
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Streatfield PK, Khan WA, Bhuiya A, Hanifi SMA, Alam N, Millogo O, Sié A, Zabré P, Rossier C, Soura AB, Bonfoh B, Kone S, Ngoran EK, Utzinger J, Abera SF, Melaku YA, Weldearegawi B, Gomez P, Jasseh M, Ansah P, Azongo D, Kondayire F, Oduro A, Amu A, Gyapong M, Kwarteng O, Kant S, Pandav CS, Rai SK, Juvekar S, Muralidharan V, Wahab A, Wilopo S, Bauni E, Mochamah G, Ndila C, Williams TN, Khagayi S, Laserson KF, Nyaguara A, Van Eijk AM, Ezeh A, Kyobutungi C, Wamukoya M, Chihana M, Crampin A, Price A, Delaunay V, Diallo A, Douillot L, Sokhna C, Gómez-Olivé FX, Mee P, Tollman SM, Herbst K, Mossong J, Chuc NTK, Arthur SS, Sankoh OA, Byass P. HIV/AIDS-related mortality in Africa and Asia: evidence from INDEPTH health and demographic surveillance system sites. Glob Health Action 2014; 7:25370. [PMID: 25377330 PMCID: PMC4220131 DOI: 10.3402/gha.v7.25370] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Revised: 08/28/2014] [Accepted: 09/02/2014] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND As the HIV/AIDS pandemic has evolved over recent decades, Africa has been the most affected region, even though a large proportion of HIV/AIDS deaths have not been documented at the individual level. Systematic application of verbal autopsy (VA) methods in defined populations provides an opportunity to assess the mortality burden of the pandemic from individual data. OBJECTIVE To present standardised comparisons of HIV/AIDS-related mortality at sites across Africa and Asia, including closely related causes of death such as pulmonary tuberculosis (PTB) and pneumonia. DESIGN Deaths related to HIV/AIDS were extracted from individual demographic and VA data from 22 INDEPTH sites across Africa and Asia. VA data were standardised to WHO 2012 standard causes of death assigned using the InterVA-4 model. Between-site comparisons of mortality rates were standardised using the INDEPTH 2013 standard population. RESULTS The dataset covered a total of 10,773 deaths attributed to HIV/AIDS, observed over 12,204,043 person-years. HIV/AIDS-related mortality fractions and mortality rates varied widely across Africa and Asia, with highest burdens in eastern and southern Africa, and lowest burdens in Asia. There was evidence of rapidly declining rates at the sites with the heaviest burdens. HIV/AIDS mortality was also strongly related to PTB mortality. On a country basis, there were strong similarities between HIV/AIDS mortality rates at INDEPTH sites and those derived from modelled estimates. CONCLUSIONS Measuring HIV/AIDS-related mortality continues to be a challenging issue, all the more so as anti-retroviral treatment programmes alleviate mortality risks. The congruence between these results and other estimates adds plausibility to both approaches. These data, covering some of the highest mortality observed during the pandemic, will be an important baseline for understanding the future decline of HIV/AIDS.
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Affiliation(s)
- P Kim Streatfield
- Matlab HDSS, Bangladesh; International Centre for Diarrhoeal Disease Research, Bangladesh; INDEPTH Network, Accra, Ghana
| | - Wasif A Khan
- International Centre for Diarrhoeal Disease Research, Bangladesh; INDEPTH Network, Accra, Ghana; Bandarban HDSS, Bangladesh
| | - Abbas Bhuiya
- INDEPTH Network, Accra, Ghana; Chakaria HDSS, Bangladesh; Centre for Equity and Health Systems, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Syed M A Hanifi
- INDEPTH Network, Accra, Ghana; Chakaria HDSS, Bangladesh; Centre for Equity and Health Systems, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Nurul Alam
- INDEPTH Network, Accra, Ghana; AMK HDSS, Bangladesh; Centre for Population, Urbanisation and Climate Change, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Ourohiré Millogo
- INDEPTH Network, Accra, Ghana; Nouna HDSS, Burkina Faso; Nouna Health Research Centre, Nouna, Burkina Faso
| | - Ali Sié
- INDEPTH Network, Accra, Ghana; Nouna HDSS, Burkina Faso; Nouna Health Research Centre, Nouna, Burkina Faso
| | - Pascal Zabré
- INDEPTH Network, Accra, Ghana; Nouna HDSS, Burkina Faso; Nouna Health Research Centre, Nouna, Burkina Faso
| | - Clementine Rossier
- INDEPTH Network, Accra, Ghana; Ouagadougou HDSS, Burkina Faso; Institut Supérieur des Sciences de la Population, Université de Ouagadougou, Burkina Faso; Institut d'Études Démographique et du parcours de vie, Université de Genève, Geneva, Switzerland
| | - Abdramane B Soura
- INDEPTH Network, Accra, Ghana; Ouagadougou HDSS, Burkina Faso; Institut Supérieur des Sciences de la Population, Université de Ouagadougou, Burkina Faso
| | - Bassirou Bonfoh
- INDEPTH Network, Accra, Ghana; Taabo HDSS, Côte d'Ivoire; , Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
| | - Siaka Kone
- INDEPTH Network, Accra, Ghana; Taabo HDSS, Côte d'Ivoire; , Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
| | - Eliezer K Ngoran
- INDEPTH Network, Accra, Ghana; Taabo HDSS, Côte d'Ivoire; , Université Félix Houphoët-Boigny, Abidjan, Côte d'Ivoire
| | - Juerg Utzinger
- INDEPTH Network, Accra, Ghana; Taabo HDSS, Côte d'Ivoire; , Swiss Tropical and Public Health Institute, Basel, Switzerland
| | - Semaw F Abera
- INDEPTH Network, Accra, Ghana; Kilite-Awlaelo HDSS, Ethiopia; Department of Public Health, College of Health Sciences, Mekelle University, Mekelle, Ethiopia
| | - Yohannes A Melaku
- INDEPTH Network, Accra, Ghana; Kilite-Awlaelo HDSS, Ethiopia; Department of Public Health, College of Health Sciences, Mekelle University, Mekelle, Ethiopia
| | - Berhe Weldearegawi
- INDEPTH Network, Accra, Ghana; Kilite-Awlaelo HDSS, Ethiopia; Department of Public Health, College of Health Sciences, Mekelle University, Mekelle, Ethiopia
| | - Pierre Gomez
- INDEPTH Network, Accra, Ghana; Farafenni HDSS, The Gambia; Medical Research Council, The Gambia Unit, Fajara, The Gambia
| | - Momodou Jasseh
- INDEPTH Network, Accra, Ghana; Farafenni HDSS, The Gambia; Medical Research Council, The Gambia Unit, Fajara, The Gambia
| | - Patrick Ansah
- INDEPTH Network, Accra, Ghana; Navrongo HDSS, Ghana; Navrongo Health Research Centre, Navrongo, Ghana
| | - Daniel Azongo
- INDEPTH Network, Accra, Ghana; Navrongo HDSS, Ghana; Navrongo Health Research Centre, Navrongo, Ghana
| | - Felix Kondayire
- INDEPTH Network, Accra, Ghana; Navrongo HDSS, Ghana; Navrongo Health Research Centre, Navrongo, Ghana
| | - Abraham Oduro
- INDEPTH Network, Accra, Ghana; Navrongo HDSS, Ghana; Navrongo Health Research Centre, Navrongo, Ghana
| | - Alberta Amu
- INDEPTH Network, Accra, Ghana; Dodowa HDSS, Ghana; Dodowa Health Research Centre, Dodowa, Ghana
| | - Margaret Gyapong
- INDEPTH Network, Accra, Ghana; Dodowa HDSS, Ghana; Dodowa Health Research Centre, Dodowa, Ghana
| | - Odette Kwarteng
- INDEPTH Network, Accra, Ghana; Dodowa HDSS, Ghana; Dodowa Health Research Centre, Dodowa, Ghana
| | - Shashi Kant
- INDEPTH Network, Accra, Ghana; Ballabgarh HDSS, India; All India Institute of Medical Sciences, New Delhi, India
| | - Chandrakant S Pandav
- INDEPTH Network, Accra, Ghana; Ballabgarh HDSS, India; All India Institute of Medical Sciences, New Delhi, India
| | - Sanjay K Rai
- INDEPTH Network, Accra, Ghana; Ballabgarh HDSS, India; All India Institute of Medical Sciences, New Delhi, India
| | - Sanjay Juvekar
- INDEPTH Network, Accra, Ghana; Vadu HDSS, India; Vadu Rural Health Program, KEM Hospital Research Centre, Pune, India
| | - Veena Muralidharan
- INDEPTH Network, Accra, Ghana; Vadu HDSS, India; Vadu Rural Health Program, KEM Hospital Research Centre, Pune, India
| | - Abdul Wahab
- INDEPTH Network, Accra, Ghana; Purworejo HDSS, Indonesia; Department of Public Health, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Siswanto Wilopo
- INDEPTH Network, Accra, Ghana; Purworejo HDSS, Indonesia; Department of Public Health, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Evasius Bauni
- INDEPTH Network, Accra, Ghana; Kilifi HDSS, Kenya; KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - George Mochamah
- INDEPTH Network, Accra, Ghana; Kilifi HDSS, Kenya; KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Carolyne Ndila
- INDEPTH Network, Accra, Ghana; Kilifi HDSS, Kenya; KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Thomas N Williams
- INDEPTH Network, Accra, Ghana; Kilifi HDSS, Kenya; KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya; Department of Medicine, Imperial College, St. Mary's Hospital, London, United Kingdom
| | - Sammy Khagayi
- INDEPTH Network, Accra, Ghana; Kisumu HDSS, Kenya; KEMRI/CDC Research and Public Health Collaboration and KEMRI Center for Global Health Research, Kisumu, Kenya
| | - Kayla F Laserson
- INDEPTH Network, Accra, Ghana; Kisumu HDSS, Kenya; KEMRI/CDC Research and Public Health Collaboration and KEMRI Center for Global Health Research, Kisumu, Kenya
| | - Amek Nyaguara
- INDEPTH Network, Accra, Ghana; Kisumu HDSS, Kenya; KEMRI/CDC Research and Public Health Collaboration and KEMRI Center for Global Health Research, Kisumu, Kenya
| | - Anna M Van Eijk
- INDEPTH Network, Accra, Ghana; Kisumu HDSS, Kenya; KEMRI/CDC Research and Public Health Collaboration and KEMRI Center for Global Health Research, Kisumu, Kenya
| | - Alex Ezeh
- INDEPTH Network, Accra, Ghana; Nairobi HDSS, Kenya; African Population and Health Research Center, Nairobi, Kenya
| | - Catherine Kyobutungi
- INDEPTH Network, Accra, Ghana; Nairobi HDSS, Kenya; African Population and Health Research Center, Nairobi, Kenya
| | - Marylene Wamukoya
- INDEPTH Network, Accra, Ghana; Nairobi HDSS, Kenya; African Population and Health Research Center, Nairobi, Kenya
| | - Menard Chihana
- INDEPTH Network, Accra, Ghana; Karonga HDSS, Malawi; African Population and Health Research Center, Nairobi, Kenya
| | - Amelia Crampin
- INDEPTH Network, Accra, Ghana; Karonga HDSS, Malawi; Karonga Prevention Study, Chilumba, Malawi; London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Alison Price
- INDEPTH Network, Accra, Ghana; Karonga HDSS, Malawi; Karonga Prevention Study, Chilumba, Malawi; London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Valérie Delaunay
- INDEPTH Network, Accra, Ghana; Niakhar HDSS, Senegal; Institut de Recherche pour le Developpement (IRD), Dakar, Sénégal
| | - Aldiouma Diallo
- INDEPTH Network, Accra, Ghana; Niakhar HDSS, Senegal; Institut de Recherche pour le Developpement (IRD), Dakar, Sénégal
| | - Laetitia Douillot
- INDEPTH Network, Accra, Ghana; Niakhar HDSS, Senegal; Institut de Recherche pour le Developpement (IRD), Dakar, Sénégal
| | - Cheikh Sokhna
- INDEPTH Network, Accra, Ghana; Niakhar HDSS, Senegal; Institut de Recherche pour le Developpement (IRD), Dakar, Sénégal
| | - F Xavier Gómez-Olivé
- INDEPTH Network, Accra, Ghana; Agincourt HDSS, South Africa; 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
| | - Paul Mee
- INDEPTH Network, Accra, Ghana; Agincourt HDSS, South Africa; 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
- INDEPTH Network, Accra, Ghana; Agincourt HDSS, South Africa; Institut de Recherche pour le Developpement (IRD), Dakar, Sénégal; Umeå Centre for Global Health Research, Umeå University, Umeå, Sweden
| | - Kobus Herbst
- INDEPTH Network, Accra, Ghana; Africa Centre HDSS, South Africa; Africa Centre for Health and Population Studies, University of KwaZulu-Natal, Somkhele, KwaZulu-Natal, South Africa
| | - Joël Mossong
- INDEPTH Network, Accra, Ghana; Africa Centre HDSS, South Africa; Africa Centre for Health and Population Studies, University of KwaZulu-Natal, Somkhele, KwaZulu-Natal, South Africa; National Health Laboratory, Surveillance & Epidemiology of Infectious Diseases, Dudelange, Luxembourg
| | - Nguyen T K Chuc
- INDEPTH Network, Accra, Ghana; FilaBavi HDSS, Vietnam; Health System Research, Hanoi Medical University, Hanoi, Vietnam
| | | | - Osman A Sankoh
- INDEPTH Network, Accra, Ghana; FilaBavi HDSS, Vietnam; Hanoi Medical University, Hanoi, Vietnam;
| | - Peter Byass
- 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; WHO Collaborating Centre for Verbal Autopsy, Umeå Centre for Global Health Research, Umeå University, Sweden
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