17 results on '"Collinson, Mark A"'
Search Results
2. Household formation and service delivery in post-apartheid South Africa: Evidence from the Agincourt sub-district 1992–2012.
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Wittenberg, Martin and Collinson, Mark A.
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HOUSEHOLDS , *APARTHEID - Abstract
South Africa has seen a rapid rate of new household formation since 1994. The same period has also seen an impressive roll-out of housing and services. These interact since new household formation delays the elimination of backlogs. Based on data from the Agincourt study site and a novel decomposition technique we examine the process by which household size has been reduced and suggest that service delivery may actually fuel new household formation. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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3. Progression of the epidemiological transition in a rural South African setting: findings from population surveillance in Agincourt, 1993-2013.
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Kabudula, Chodziwadziwa W., Houle, Brian, Collinson, Mark A., Kahn, Kathleen, Gómez-Olivé, Francesc Xavier, Clark, Samuel J., and Tollman, Stephen
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MIDDLE-income countries ,EPIDEMIOLOGY ,HIGH-income countries ,DISEASE management ,NON-communicable diseases ,TUBERCULOSIS mortality ,COMMUNICABLE disease epidemiology ,AGE distribution ,CHRONIC diseases ,CAUSES of death ,DEMOGRAPHY ,DEVELOPING countries ,HIV infections ,PUBLIC health surveillance ,RESEARCH funding ,RURAL population ,SEX distribution ,SOCIOECONOMIC factors - Abstract
Background: Virtually all low- and middle-income countries are undergoing an epidemiological transition whose progression is more varied than experienced in high-income countries. Observed changes in mortality and disease patterns reveal that the transition in most low- and middle-income countries is characterized by reversals, partial changes and the simultaneous occurrence of different types of diseases of varying magnitude. Localized characterization of this shifting burden, frequently lacking, is essential to guide decentralised health and social systems on the effective targeting of limited resources. Based on a rigorous compilation of mortality data over two decades, this paper provides a comprehensive assessment of the epidemiological transition in a rural South African population.Methods: We estimate overall and cause-specific hazards of death as functions of sex, age and time period from mortality data from the Agincourt Health and socio-Demographic Surveillance System and conduct statistical tests of changes and differentials to assess the progression of the epidemiological transition over the period 1993-2013.Results: From the early 1990s until 2007 the population experienced a reversal in its epidemiological transition, driven mostly by increased HIV/AIDS and TB related mortality. In recent years, the transition is following a positive trajectory as a result of declining HIV/AIDS and TB related mortality. However, in most age groups the cause of death distribution is yet to reach the levels it occupied in the early 1990s. The transition is also characterized by persistent gender differences with more rapid positive progression in females than males.Conclusions: This typical rural South African population is experiencing a protracted epidemiological transition. The intersection and interaction of HIV/AIDS and antiretroviral treatment, non-communicable disease risk factors and complex social and behavioral changes will impact on continued progress in reducing preventable mortality and improving health across the life course. Integrated healthcare planning and program delivery is required to improve access and adherence for HIV and non-communicable disease treatment. These findings from a local, rural setting over an extended period contribute to the evidence needed to inform further refinement and advancement of epidemiological transition theory. [ABSTRACT FROM AUTHOR]- Published
- 2017
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4. The development of a localised HIV epidemic and the associated excess mortality burden in a rural area of South Africa.
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Mee, P., Kahn, K., Kabudula, C. W., Wagner, R. G., Gómez-Olivé, F. X., Madhavan, S., Collinson, Mark A., Tollman, S. M., and Byass, P.
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HIV infection transmission ,DIAGNOSIS of HIV infections ,EPIDEMICS ,EPIDEMIOLOGY ,MORTALITY - Abstract
The human immunodeficiency virus (HIV) epidemic in South Africa rapidly developed into a major pandemic. Here we analyse the development of the epidemic in a rural area of the country. The data used were collected between 1992 and 2013 in a longitudinal population survey, the Agincourt Health and Demographic Surveillance Study, in the northeast of the country. Throughout the period of study mortality rates were similar in all villages, suggesting that there were multiple index cases evenly spread geographically. These were likely to have been returning migrant workers. For those aged below 39 years the HIV mortality rate was higher for women, above this age it was higher for men. This indicates the protective effect of greater access to HIV testing and treatment among older women. The recent convergence of mortality rates for Mozambicans and South Africans indicates that the former refugee population are being assimilated into the host community. More than 60% of the deaths occurring in this community between 1992 and 2013 could be attributed directly or indirectly to HIV. Recently there has been an increasing level of non-HIV mortality which has important implications for local healthcare provision. This study demonstrates how evidence from longitudinal analyses can support healthcare planning. [ABSTRACT FROM AUTHOR]
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- 2016
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5. What can we learn about South African households by comparing the national Census 2011 with the Agincourt Health and Demographic Surveillance System data in rural northeast Mpumalanga?
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Lefakane, Lesego, Shoko, Mercy, Collinson, Mark A., Kahn, Kathleen, and Tollman, Stephen M.
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HOUSEHOLDS ,DEMOGRAPHIC surveys ,HEALTH surveys - Abstract
Households are central to demographic processes; fertility, mortality and migration. In South Africa, households are important socio-economic units that are at the core of service-delivery planning. While the concept of a household in the country is not in dispute across surveys - it is a socio-economic unit based on shared resources and co-residency - household definitions vary by enumeration methodology. Researchers have, however, not taken full advantage of the availability of the multiple data sources for measuring demographic phenomena. Among the sources of household data in the country are health and demographic surveillance systems and the national census, which are used together in this study to examine the population and household dynamics in a rural sub-district of South Africa. Key findings are that there are obvious differences in the population and household estimates between the two data sources, largely explained by the variations in household definition and data collection procedures. [ABSTRACT FROM AUTHOR]
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- 2016
6. Completeness of birth and death registration in a rural area of South Africa: the Agincourt health and demographic surveillance, 1992-2014.
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Garenne, Michel, Collinson, Mark A., Kabudula, Chodziwadziwa W., Gómez-Olivé, F. Xavier, Kahn, Kathleen, and Tollman, Stephen
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Background Completeness of vital registration remains very low in sub-Saharan Africa, especially in rural areas. Objectives To investigate trends and factors in completeness of birth and death registration in Agincourt, a rural area of South Africa covering a population of about 110,000 persons, under demographic surveillance since 1992. The population belongs to the Shangaan ethnic group and hosts a sizeable community of Mozambican refugees. Design Statistical analysis of birth and death registration over time in a 22-year perspective (1992–2014). Over this period, major efforts were made by the government of South Africa to improve vital registration. Factors associated with completeness of registration were investigated using univariate and multivariate analysis. Results Birth registration was very incomplete at onset (7.8% in 1992) and reached high values at end point (90.5% in 2014). Likewise, death registration was low at onset (51.4% in 1992), also reaching high values at end point (97.1% in 2014). For births, the main factors were mother's age (much lower completeness among births to adolescent mothers), refugee status, and household wealth. For deaths, the major factors were age at death (lower completeness among under-five children), refugee status, and household wealth. Completeness increased for all demographic and socioeconomic categories studied and is likely to approach 100% in the future if trends continue at this speed. Conclusion Reaching high values in the completeness of birth and death registration was achieved by excellent organization of the civil registration and vital statistics, a variety of financial incentives, strong involvement of health personnel, and wide-scale information and advocacy campaigns by the South African government. [ABSTRACT FROM AUTHOR]
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- 2016
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7. Rural Outmigration, Natural Capital, and Livelihoods in South Africa.
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Hunter, Lori M., Nawrotzki, Raphael, Leyk, Stefan, Maclaurin, Galen J., Twine, Wayne, Collinson, Mark, and Erasmus, Barend
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EMIGRATION & immigration ,NATURAL resources ,VEGETATION monitoring ,REMOTE-sensing images ,ENVIRONMENTAL research ,CLIMATE change - Abstract
ABSTRACT Rural households across the globe engage in both migration and natural resource use as components of livelihood strategies designed to meet household needs. Yet, migration scholars have only recently begun to regularly integrate environmental factors into empirical modelling efforts. To examine the migration-environment association in rural South Africa, we use vegetation measures derived from satellite imagery combined with detailed demographic data from over 9000 households at the Agincourt Health and Demographic Surveillance Site. Results reveal that household-level temporary migration is associated with higher levels of local natural capital, although no such association exists for permanent migration. Further, more advantaged households exhibit a stronger association between migration-environment, in-line with the 'environmental capital' hypothesis, suggesting that natural resource availability can facilitate household income diversification. We argue that a focus on migration's environmental aspects is especially timely in the contemporary era of climate change and that natural capital availability and variability represent critical pieces of the empirical migration puzzle, especially regarding cyclical livelihood migration. Copyright © 2013 John Wiley & Sons, Ltd. [ABSTRACT FROM AUTHOR]
- Published
- 2014
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8. Migration and the epidemiological transition: insights from the Agincourt sub-district of northeast South Africa.
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Collinson, Mark A., White, Michael J., Bocquier, Philippe, McGarvey, Stephen T., Afolabi, Sulaimon A., Clark, Samuel J., Kahn, Kathleen, and Tollman, Stephen M.
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IMMIGRANTS , *PUBLIC health , *AGE distribution , *COMMUNICABLE diseases , *EPIDEMIOLOGICAL research , *EPIDEMIOLOGICAL transition , *MEDICAL care , *HEALTH policy , *MORTALITY , *RURAL conditions , *SEX distribution - Abstract
Background: Migration and urbanization are central to sustainable development and health, but data on temporal trends in defined populations are scarce. Healthy men and women migrate because opportunities for employment and betterment are not equally distributed geographically. The disruption can result in unhealthy exposures and environments and income returns for the origin household. Objectives: The objectives of the paper are to describe the patterns, levels, and trends of temporary migration in rural northeast South Africa; the mortality trends by cause category over the period 2000-2011; and the associations between temporary migration and mortality by broad cause of death categories. Method: Longitudinal, Agincourt Health and Demographic Surveillance System data are used in a continuous, survival time, competing-risk model. Findings: In rural, northeast South Africa, temporary migration, which involves migrants relocating mainly for work purposes and remaining linked to the rural household, is more important than age and sex in explaining variations in mortality, whatever the cause. In this setting, the changing relationship between temporary migration and communicable disease mortality is primarily affected by reduced exposure of the migrant to unhealthy conditions. The study suggests that the changing relationship between temporary migration and non-communicable disease mortality is mainly affected by increased livelihood benefits of longer duration migration. Conclusion: Since temporary migration is not associated with communicable diseases only, public health policies should account for population mobility whatever the targeted health risk. There is a need to strengthen the rural health care system, because migrants tend to return to the rural households when they need health care. [ABSTRACT FROM AUTHOR]
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- 2014
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9. Two decades of mortality change in rural northeast South Africa.
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Gómez-Olivé, F. Xavier, Kabudula, Chodziwadziwa W., Ngobeni, Sizzy, Silaule, Bernard, Tollman, Stephen, Collinson, Mark, Kahn, Kathleen, Byass, Peter, and Mee, Paul
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MORTALITY risk factors ,HIV infection epidemiology ,MORTALITY ,AGE distribution ,AUTOPSY ,EPIDEMICS ,HIV infections ,INTERVIEWING ,PUBLIC health ,PUBLIC health surveillance ,SEX distribution ,SURVEYS - Abstract
Background: The MRC/Wits University Agincourt research centre, part of the INDEPTH Network, has documented mortality in a defined population in the rural northeast of South Africa for 20 years (1992-2011) using long-term health and socio-demographic surveillance. Detail on the unfolding, at times unpredicted, mortality pattern has been published. This experience is reviewed here and updated using more recent data. Objective: To present a review and summary of mortality patterns across all age-sex groups in the Agincourt sub-district population for the period 1992-2011 as a comprehensive basis for public health action. Design: Vital events in the Agincourt population have been updated in annual surveys undertaken since 1992. All deaths have been rigorously recorded and followed by verbal autopsy interviews. Responses to questions from these interviews have been processed retrospectively using the WHO 2012 verbal autopsy standard and the InterVA-4 model for assigning causes of death in a standardised manner. Results: Between 1992 and 2011, a total of 12,209 deaths were registered over 1,436,195 person-years of follow-up, giving a crude mortality rate of 8.5 per 1,000 person-years. During the 20-year period, the population experienced a major HIV epidemic, which resulted in more than doubling of overall mortality for an extended period. Recent years show signs of declining mortality, but levels remain above the 1992 baseline recorded using the surveillance system. Conclusions: The Agincourt population has experienced a major mortality shock over the past two decades from which it will take time to recover. The basic epidemic patterns are consistent with generalised mortality patterns observed in South Africa as a whole, but the detailed individual surveillance behind these analyses allows finer-grained analyses of specific causes, age-related risks, and trends over time. These demonstrate the complex, somewhat unpredicted course of mortality transition over the years since the dawn of South Africa's democratic era in 1994. [ABSTRACT FROM AUTHOR]
- Published
- 2014
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10. Maternal mortality in rural South Africa: the impact of case definition on levels and trends.
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Garenne, Michel, Kahn, Kathleen, Collinson, Mark A., Xavier Gómez-Olivé, F., and Tollman, Stephen
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MATERNAL mortality ,SOCIODEMOGRAPHIC factors ,HYPERTENSION ,TUBERCULOSIS ,FORENSIC medicine - Abstract
Background: Uncertainty in the levels of global maternal mortality reflects data deficiencies, as well as differences in methods and definitions. This study presents levels and trends in maternal mortality in Agincourt, a rural subdistrict of South Africa, under long-term health and sociodemographic surveillance. Methods: All deaths of women aged 15 years-49 years occurring in the study area between 1992 and 2010 were investigated, and causes of death were assessed by verbal autopsy. Two case definitions were used: "obstetrical" (direct) causes, defined as deaths caused by conditions listed under O00-O95 in International Classification of Diseases-10; and "pregnancy-related deaths", defined as any death occurring during the maternal risk period (pregnancy, delivery, 6 weeks postpartum), irrespective of cause. Results: The case definition had a major impact on levels and trends in maternal mortality. The obstetric mortality ratio averaged 185 per 100,000 live births over the period (60 deaths), whereas the pregnancy-related mortality ratio averaged 423 per 100,000 live births (137 deaths). Results from both calculations increased over the period, with a peak around 2006, followed by a decline coincident with the national roll-out of Prevention of Mother-to-Child Transmission of HIV and antiretroviral treatment programs. Mortality increase from direct causes was mainly due to hypertension or sepsis. Mortality increase from other causes was primarily due to the rise in deaths from HIV/AIDS and pulmonary tuberculosis. Conclusion: These trends underline the major fluctuations induced by emerging infectious diseases in South Africa, a country undergoing rapid and complex health transitions. Findings also pose questions about the most appropriate case definition for maternal mortality and emphasize the need for a consistent definition in order to better monitor and compare trends over time and across settings [ABSTRACT FROM AUTHOR]
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- 2013
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11. Migration, settlement change and health in post-apartheid South Africa: Triangulating health and demographic surveillance with national census data.
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Collinson, Mark A., Tollman, Stephen M., and Kahn, Kathleen
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URBANIZATION , *RURAL-urban migration , *RURAL poor , *INTERNAL migration , *DEMOGRAPHY - Abstract
Background: World population growth will be increasingly concentrated in the urban areas of the developing world; however, some scholars caution against the oversimplification of African urbanization noting that there may be "counter-urbanization" and a prevailing pattern of circular rural-urban migration. The aim of the paper is to examine the ongoing urban transition in South Africa in the post-apartheid period, and to consider the health and social policy implications of prevailing migration patterns. Methods: Two data sets were analysed, namely the South African national census of 2001 and the Agincourt health and demographic surveillance system. A settlement-type transition matrix was constructed on the national data to show how patterns of settlement have changed in a five-year period. Using the sub-district data, permanent and temporary migration was characterized, providing migration rates by age and sex, and showing the distribution of origins and destinations. Findings: The comparison of national and sub-district data highlight the following features: urban population growth, particularly in metropolitan areas, resulting from permanent and temporary migration; prevailing patterns of temporary, circular migration, and a changing gender balance in this form of migration; stepwise urbanization; and return migration from urban to rural areas. Conclusions: Policy concerns include: rural poverty exacerbated by labour migration; explosive conditions for the transmission of HIV; labour migrants returning to die in rural areas; and the challenges for health information created by chronically ill migrants returning to rural areas to convalesce. Lastly, suggestions are made on how to address the dearth of relevant population information for policy-making in the fields of migration, settlement change and health. [ABSTRACT FROM AUTHOR]
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- 2007
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12. Evaluating access to a child-oriented poverty alleviation intervention in rural South Africa.
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Twine, Rhian, Collinson, Mark A., Polzer, Tara J., and Kahn, Kathleen
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CHILD care , *CHILDREN'S health , *CHILD care services , *POVERTY , *HOUSEHOLDS - Abstract
Background: In April 1998, the South African government introduced the child-support grant as a poverty-alleviation measure to support the income of poor households and enable them to care for the child. Aims: This research aimed to measure equity of access to applications for the child-support grant in an area characterized by poverty. Three questions were addressed: (i) How does socioeconomic status affect the probability of a household applying for a child-care grant? (ii) What household and caregiver characteristics are associated with child-care-grant application? (iii) What barriers to access are experienced by households that do not apply for the child-care grant? Methods: The study population of 6,725 households with at least one age-eligible child was drawn from the Agincourt field site, a rural sub-district of South Africa. Data used were obtained from health and demographic surveillance, a child-grant questionnaire, and a household-asset survey. Descriptive cross-tabulations and multivariate logistic regression were used in the analysis. Results: Although these grants are intended as a pro-poor intervention, the poorest households are less likely to apply for grants than those in higher socioeconomic bands. Households in lower socioeconomic bands experienced barriers in accessing grants; these related to lack of official documentation, education level of the caregiver and household head, and distance from government service offices. Conclusions: Enhancing access will require improved provision of birth certificates and identity documents, efficient coordination and service provision from a range of rural government offices, and creative methods of communication. [ABSTRACT FROM AUTHOR]
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- 2007
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13. Returning home to die: Circular labour migration and mortality in South Africa.
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Clark, Samuel J., Collinson, Mark A., Kahn, Kathleen, Drullinger, Kyle, and Tollman, Stephen M.
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CONVALESCENCE , *PUBLIC health surveillance , *INTERNAL migrants , *RURAL health services , *MORTALITY - Abstract
Aim: To examine the hypothesis that circular labour migrants who become seriously ill while living away from home return to their rural homes to convalesce and possibly to die. Methods: Drawing on longitudinal data collected by the Agincourt health and demographic surveillance system in rural northeastern South Africa between 1995 and 2004, discrete time event history analysis is used to estimate the likelihood of dying for residents, short-term returning migrants, and long-term returning migrants controlling for sex, age, and historical period. Results: The annual odds of dying for short-term returning migrants are generally 1.1 to 1.9 times (depending on period, sex, and age) higher than those of residents and long-term returning migrants, and these differences are generally highly statistically significant. Further supporting the hypothesis is the fact that the proportion of HIV/TB deaths among short-term returning migrants increases dramatically as time progresses, and short-term returning migrants account for an increasing proportion of all HIV/TB deaths. Conclusions: This evidence strongly suggests that increasing numbers of circular labour migrants of prime working age are becoming ill in the urban areas where they work and coming home to be cared for and eventually to die in the rural areas where their families live. This shifts the burden of caring for them in their terminal illness to their families and the rural healthcare system with significant consequences for the distribution and allocation of health care resources. [ABSTRACT FROM AUTHOR]
- Published
- 2007
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14. Fertility trends and net reproduction in Agincourt, rural South Africa, 1992-2004.
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Garenne, Michel L., Tollman, Stephen M., Collinson, Mark A., and Kahn, Kathleen
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HUMAN fertility ,HUMAN reproduction ,POPULATION ,AIDS ,HIV infections - Abstract
Aims: To analyse trends in fertility rates and net reproduction rates in Agincourt, a rural area of South Africa located in the former homeland of Gazankulu near the Mozambican border. Trends are analysed in the context of widely available modern contraceptive methods and increasing HIV/AIDS. Methods: A health and demographic surveillance system has been in place since 1992, covering a population of approximately 70,000 persons, with an annual census update and comprehensive recording of births and deaths. It was complemented by a retrospective study of fertility at baseline. Retrospective and prospective data were used to calculate trends in fertility, survival, and net reproduction. When possible, they were compared with data from other censuses and surveys in the same ethnic group. Results: The fertility transition has almost ended over a course of 25 years in Agincourt. The total fertility rate (TFR) averaged 6.0 in 1979 and 2.3 in 2004. Fertility declined in proportionate fashion in all age groups including adolescents in the recent period. The net reproduction rate (NRR) declined from 1.8 to 1.0 during the prospective period (1992-2004). At current rates of change in fertility and mortality, the NRR can be expected to reach 0.63 by the year 2010. Conclusions: The situation of a below-replacement fertility level is new for rural Africa, and is likely to have many demographic, economic and social implications. The population could decline in the country as a whole, and is nearly static in Agincourt because of negative migration flows balancing the small excess from natural increase. [ABSTRACT FROM AUTHOR]
- Published
- 2007
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15. Mortality trends in a new South Africa: Hard to make a fresh start.
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Kahn, Kathleen, Garenne, Michel L., Collinson, Mark A., and Tollman, Stephen M.
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AIDS ,HIV infections ,MORTALITY ,PUBLIC health surveillance ,EPIDEMIOLOGY - Abstract
Aims: This paper examines trends in age-specific mortality in a rural South African population from 1992 to 2003, a decade spanning major sociopolitical change and emergence of the HIV/AIDS pandemic. Changing mortality patterns are discussed within a health-transition framework. Methods: Data on population size, structure, and deaths, obtained from the Agincourt health and demographic surveillance system, were used to calculate person-years at risk and death rates. Life tables were computed by age, sex and calendar year. Mortality rates for the early period 1992-93 and a decade later, 2002-03, were compared. Results: Findings demonstrate significant increases in mortality for both sexes since the mid-1990s, with a rapid decline in life expectancy of 12 years in females and 14 years in males. The increases are most prominent in children (0-4) and young adult (20-49) age groups, in which increases of two- and fivefold respectively have been observed in the past decade. Sex differences in mortality patterns are evident with increases more marked in females in most adult age groups. Conclusions: Empirical data demonstrate a marked "counter transition" with mortality increasing in children and young adults, "epidemiologic polarization" with vulnerable subgroups experiencing a higher mortality burden, and a "protracted transition" with simultaneous emergence of HIV/AIDS together with increasing non-communicable disease in older adults. The health transition in rural South Africa is unlikely to predict patterns elsewhere; hence the need to examine trends in as many contexts as have the data to support such analyses. [ABSTRACT FROM AUTHOR]
- Published
- 2007
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16. Research into health, population and social transitions in rural South Africa: Data and methods of the Agincourt Health and Demographic Surveillance System.
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Kahn, Kathleen, Tollman, Stephen M., Collinson, Mark A., Clark, Samuel J., Twine, Rhian, Clark, Benjamin D., Shabangu, Mildred, Gómez-Olivé, Francesc Xavier, Mokoena, Obed, and Garenne, Michel L.
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PUBLIC health surveillance ,DEMOGRAPHIC surveys ,AIDS ,HIV infections ,DEMOGRAPHY - Abstract
Rationale for study: Vital registration is generally lacking in infrastructurally weak areas where health and development problems are most pressing. Health and demographic surveillance is a response to the lack of a valid information base that can provide high-quality longitudinal data on population dynamics, health, and social change to inform policy and practice. Design and measurement procedures: Continuous demographic monitoring of an entire geographically defined population involves a multi-round, prospective community study, with annual recording of all vital events (births, deaths, migrations). Status observations and special modules add value to particular research areas. A verbal autopsy is conducted on every death to determine its probable cause. A geographic surveillance system supports spatial analyses, and strengthens field management. Population and sample size considerations: Health and demographic surveillance covers the Agincourt sub-district population, sited in rural north-eastern South Africa, of some 70,000 people (nearly a third are Mozambican immigrants) in 21 villages and 11,700 households. Data enumerated are consistent or more detailed when compared with national sources; strategies to improve incomplete data, such as counts of perinatal deaths, have been introduced with positive effect. Basic characteristics: A major health and demographic transition was documented over a 12-year period with marked changes in population structure, escalating mortality, declining fertility, and high levels of temporary migration increasing particularly amongst women. A dual burden of infectious and non-communicable disease exists against a background of dramatically progressing HIV/AIDS. Potential and research questions: Health and demographic surveillance sites - fundamental to the INDEPTH Network - generate research questions and hypotheses from empirical data, highlight health, social and population priorities, provide cost-effective support for diverse study designs, and track population change and the impact of interventions over time.[image omitted] [ABSTRACT FROM AUTHOR]
- Published
- 2007
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17. Spatially and temporally varying associations between temporary outmigration and natural resource availability in resource-dependent rural communities in South Africa: A modeling framework
- Author
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Leyk, Stefan, Maclaurin, Galen J., Hunter, Lori M., Nawrotzki, Raphael, Twine, Wayne, Collinson, Mark, and Erasmus, Barend
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EMIGRATION & immigration , *SPATIO-temporal variation , *NATURAL resources , *RURAL geography , *MATHEMATICAL models , *DEMOGRAPHIC surveys , *REMOTE-sensing images - Abstract
Abstract: Migration-environment models tend to be aspatial within chosen study regions, although associations between temporary outmigration and environmental explanatory variables likely vary across the study space. This research extends current approaches by developing migration models considering spatial non-stationarity and temporal variation – through examination of the migration-environment association at nested geographic scales (i.e. whole-population, village, and subvillage) within a specific study site. Demographic survey data from rural South Africa, combined with indicators of natural resource availability from satellite imagery, are employed in a nested modeling approach that brings out distinct patterns of spatial variation in model associations derived at finer geographic scales. Given recent heightened public and policy concern with the human migratory implications of climate change, we argue that consideration of spatial variability adds important nuance to scientific understanding of the migration-environment association. [Copyright &y& Elsevier]
- Published
- 2012
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