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Ye X, Zhu D, He P. Direct and indirect associations between childhood socioeconomic status and cognitive function in the middle-aged and older adults in China. Aging Ment Health 2022; 26:1730-1737. [PMID: 34125634 DOI: 10.1080/13607863.2021.1935459] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVES To investigate whether childhood socioeconomic status (SES) is associated with cognitive function, and what factors might mediate the associations. METHOD Using data from the China Health and Retirement Longitudinal Study (CHARLS) and within frameworks of the latency model, the pathway model and the accumulation model, we quantified direct and indirect pathways between childhood SES and cognitive function for Chinese middle-aged and older adults aged 45+ by structural equations modeling. RESULTS We found significant direct, indirect and total effects of childhood SES on cognitive function at baseline. The indirect effects were mediated through educational attainment, household consumption, smoking behaviors and social engagement. At follow-ups, cognitive enhancement can be made by indirect pathways through educational attainment, improvement of household consumption and social engagement. CONCLUSION Our results supported the latency model, the pathway model and the accumulation model when considering pathways linking childhood SES to cognitive function. The findings underscored the value of taking early interventions to improve SES and cognitive function, especially among those with low childhood SES.
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Affiliation(s)
- Xin Ye
- School of Public Health, Peking University, Beijing, China.,China Center for Health Development Studies, Peking University, Beijing, China
| | - Dawei Zhu
- China Center for Health Development Studies, Peking University, Beijing, China
| | - Ping He
- China Center for Health Development Studies, Peking University, Beijing, China
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The Effect of a Tele-Health Intervention Program on Home-Dwelling Persons with Dementia or MCI and on Their Primary Caregivers during the Stay-at-Home-Order Period in the COVID-19 Pandemic Outbreak: Evidence from Taiwan. Healthcare (Basel) 2022; 10:healthcare10060969. [PMID: 35742021 PMCID: PMC9222236 DOI: 10.3390/healthcare10060969] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 05/15/2022] [Accepted: 05/21/2022] [Indexed: 12/13/2022] Open
Abstract
Background: The Taiwanese government implemented a stay-at-home order that restricted all community-based health promotion activities for the elderly by shutting down all community care centers from May 2021 to August 2021 to control the spread of COVID-19. Community-based dementia care centers were barely able to provide dementia care services during that period. Methods: The data used in this study were collected from a community-based dementia care center that was able to continue their dementia care services through a Tele-Health intervention program. The difference-in-differences methodology was applied to evaluate the effects of the Tele-Health intervention program on home-dwelling persons with dementia or mild cognitive impairment and on their primary caregivers during the COVID-19 pandemic. Results: The Tele-Health intervention program significantly increased the well-being of the participants and their primary caregivers, but the negative correlations between the Tele-Health intervention program and family functioning were also found to be significant. Conclusions: The significant substitution (negative) effects between the Tele-Health intervention program and family functioning raises the concern that promotion of the Tele-Health intervention program comes at the potential cost of a loss of family functioning. Policymakers should be cautious when considering the Tele-Health intervention program in response to pandemics and demographic transitions.
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Macinko J, Mullachery PH. Education-related health inequities in noncommunicable diseases: an analysis of the Brazilian National Health Survey, 2013 and 2019. CAD SAUDE PUBLICA 2022; 38Suppl 1:e00137721. [PMID: 35544920 DOI: 10.1590/0102-311x00137721] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 09/03/2021] [Indexed: 01/22/2023] Open
Abstract
This study assesses changes in the prevalence and distribution of noncommunicable diseases (NCDs) and related risk factors among Brazilian adults from the 2013 and 2019 Brazilian National Health Surveys (PNS). It is based on the hypothesis that deteriorating socioeconomic conditions over this period would lead to increased NCDs among the least advantaged populations. We estimated adjusted prevalence ratios by education category and three inequality measures - the slope index of inequality (SII), the relative index of inequality (RII), and population attributable fraction (PAF) - for obesity, hypertension, arthritis, asthma, cancer, depression, diabetes, heart disease, having any chronic condition, and multimorbidity by survey year. We also estimated the 27 Brazilian Federative Units RII and prevalence rates for diabetes and multimorbidity per year and plotted the RII against prevalence by year. Results showed that all NCDs increased over the period observed, ranging from an 8% increase in the adjusted prevalence of arthritis to a 24% increase in the adjusted prevalence of obesity. Measures of inequality showed that most conditions exhibited significant educational inequities in both 2013 and 2019. However, on average, education-based inequities did not significantly change between the two periods. Considering the deterioration of the socioeconomic conditions of most Brazilians, the erosion of social protections, and the continuing economic, political, and health crises occurring in the nation, we observed an urgent need for discussion about the best way to adopt equity-promoting health policies and programs and action to reduce socioeconomic and geographic inequalities in NCDs throughout the country.
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Silberman-Beltramella M, Ayala A, Rodríguez-Blázquez C, Forjaz MJ. Social relations and health in older people in Spain using SHARE survey data. BMC Geriatr 2022; 22:276. [PMID: 35369862 PMCID: PMC8978370 DOI: 10.1186/s12877-022-02975-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 03/23/2022] [Indexed: 11/25/2022] Open
Abstract
Introduction Social relationships (SR) are an important aspect in the healthy ageing process. The study aimed to describe SR in over-50s in Spain and analyse their association with physical/emotional, functional and cognitive/sensory health variables. Methods The study sample was formed by 5583 people representing the Spanish population aged 50 and over, who participated in the sixth wave of the Survey of Health, Ageing and Retirement in Europe (SHARE). The variables were divided into socio-demographic aspects and economic, health and SR aspects represented by the number of friends, family members and satisfaction with social network and the Revised UCLA loneliness scale. The health variables were grouped using a main component analysis. Multiple linear regressions were performed between the health components with socio-demographic and SR variables. Results 67.26% of respondents said they did not feel lonely. The feeling of loneliness was the variable most closely related to the physical and emotional, functional and cognitive and sensory health components. The main SR variable associated to health components was the Revised UCLA Loneliness Scale (standardised beta, p < 0.001; p < 0.001; and p < 0.001, respectively). The number of family members in social network SR variable was also associated with the physical/emotional health (β = 0.09, p < 0.001) and cognitive/sensory ability (β = 0.10, p = 0.001) components. Conclusions The main SR aspect that impacts health status was loneliness. The results of this study suggest the importance of developing public health policies oriented to promoting action on the SR characteristics that enhance older people’s health. Supplementary Information The online version contains supplementary material available at 10.1186/s12877-022-02975-y.
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Affiliation(s)
| | - Alba Ayala
- University Institute on Gender Studies, University Carlos III of Madrid, Madrid, Spain
| | | | - Maria João Forjaz
- National Center of Epidemiology, Carlos III Institute of Health, Madrid, Spain
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5
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Gevrek D, Guven C, Gevrek ZE. The relationship between early-life conditions in the home country and adult outcomes among child immigrants in the United States. ECONOMICS AND HUMAN BIOLOGY 2022; 45:101069. [PMID: 35217313 DOI: 10.1016/j.ehb.2021.101069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 10/05/2021] [Accepted: 10/08/2021] [Indexed: 06/14/2023]
Abstract
We examine the impact of health and economic conditions at birth on the adult outcomes of child immigrants using the Children of Immigrants Longitudinal Study. Our sample consists of children from 39 countries who were brought to the United States before the age of 13. We estimate immigrant outcomes as a function of the infant mortality rate (IMR) and GDP per capita of their home country in the year of birth, controlling for birth-year, year-of-arrival and country-of-birth fixed effects, as well as demographic characteristics. IMR has a significant negative impact on English reading ability and GPA in middle school. IMR significantly decreases first job prestige, years of schooling, working hours and log earnings. Some of these effects appear to be working through the lower middle school GPA. IMR does not influence self-rated health or labor market participation in adulthood, and there is no statistically significant relationship between GDP per capita and adult outcomes. Detrimental effects of IMR are significantly lower for children who arrived younger and whose parents have high school degree or above. Our estimates are of economic significance: the impact of being born in 1975 versus 1976 in Nicaragua in terms of the impact of IMR on earnings is equal to the gender effect on earnings. Our results cannot be explained by selection on observables: the pre-migration characteristics of children and parents are not associated significantly with the health and economic conditions at birth. Also, several tests show that our results cannot be explained by potential selection on unobservables.
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Affiliation(s)
- Deniz Gevrek
- Texas A&M Univeristy-Corpus Christi, 6300 Ocean Drive, Corpus Christi, TX 78412, USA; IZA, Bonn, Germany.
| | - Cahit Guven
- Deakin University, Department of Economics, 70 Elgar Road, Burwood, Victoria, Australia.
| | - Z Eylem Gevrek
- Universidade Católica Portuguesa, Católica Porto Business School, and CEGE. Portugal.
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6
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Farrell MT, Kobayashi LC, Montana L, Wagner RG, Demeyere N, Berkman L. Disparity in Educational Attainment Partially Explains Cognitive Gender Differences in Older Rural South Africans. J Gerontol B Psychol Sci Soc Sci 2021; 75:e161-e173. [PMID: 32211786 DOI: 10.1093/geronb/gbaa035] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVES Direction and magnitude of gender differences in late-life cognitive function are inextricably tied to sociocultural context. Our study evaluates education and literacy as primary drivers of gender equality in cognitive performance among middle-aged and older adults in rural South Africa. METHOD Data were collected on 1,938 participants aged 40-79 from Agincourt, South Africa. Cognitive function was measured via the Oxford Cognitive Screen-Plus, a tablet-based assessment with low literacy demands. Four cognitive domains were derived through confirmatory factor analysis: episodic memory, executive function, visual spatial, and language. Structural equation models tested domain-specific gender effects, incrementally controlling for demographic, education, health, and socioeconomic variables. RESULTS In the model adjusting only for demographic factors, men outperformed women on executive function and visual-spatial domains. Adding education and literacy to the model revealed a robust female advantage in episodic memory, and reduced the magnitude of male advantage in executive function and visual and spatial by 47% and 42%, respectively. Health and socioeconomic factors did not alter patterns of gender associations in subsequent models. DISCUSSION In this older South African cohort, gender inequality in cognitive performance was partially attributable to educational differences. Understanding biopsychosocial mechanisms that promote cognitive resilience in older women is critically important given the predominantly female composition of aging populations worldwide.
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Affiliation(s)
- Meagan T Farrell
- Harvard Center for Population and Development Studies, Harvard University, Cambridge, Massachusetts
| | - Lindsay C Kobayashi
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor
| | - Livia Montana
- Harvard Center for Population and Development Studies, Harvard University, Cambridge, Massachusetts
| | - Ryan G Wagner
- 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
| | - Nele Demeyere
- Cognitive Neuropsychology Centre, Department of Experimental Psychology, University of Oxford, UK
| | - Lisa Berkman
- Harvard Center for Population and Development Studies, Harvard University, Cambridge, Massachusetts.,Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
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The Relationship between Clinic Visit Accompanied by Family and Dementia Severity in Taiwan. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18041792. [PMID: 33673173 PMCID: PMC7917741 DOI: 10.3390/ijerph18041792] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 02/05/2021] [Accepted: 02/09/2021] [Indexed: 01/03/2023]
Abstract
INTRODUCTION This study analyzes the severity of dementia status with clinical dementia rating (CDR) score distribution among patients according to various family functional and sociodemographic issues. METHODS A cross-sectional study was performed in a regional hospital in Central Taiwan. The sample consisted of 318 patients who came to the clinic from May 2018 to April 2019, and who were diagnosed by the physicians with CDR scores ≧ 0.5. The Chi-Square test and binary logistic regression analyses were performed for inferential statistical analysis. RESULTS The mean age of the sample was 78.7 ± 8.51 years, and 61.6% of the samples' CDR scores were equal or less than 1.0. Patients visiting the clinic were accompanied by spouses (21.7%), sons or daughters-in-law (40.6%), daughters (23.6%). Of the sample, 142 (44.3%) patients live with sons. Patients with a lower educational level had higher CDR scores. Compared to the patients who went to the clinic by themselves, the higher OR values of CDR scores ≧ 2 are found in patients who were accompanied by other relatives (OR = 18.871, 95% C.I. = 3.117-114.237, p = 0.001), or spouse (OR = 10.783, 95% C.I. = 1.996-58.245, p = 0.006). CONCLUSION The family member who accompanied the patient to a clinic visit and the patient's educational level are both significant issues relating to the severity of dementia.
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Macinko J, Victora C. Dying to work: the health consequences of economic recession. THE LANCET GLOBAL HEALTH 2019; 7:e1478-e1479. [PMID: 31607453 DOI: 10.1016/s2214-109x(19)30415-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Accepted: 09/24/2019] [Indexed: 01/03/2023] Open
Affiliation(s)
- James Macinko
- Departments of Health Policy and Management and Community Health Sciences, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA 90095-1772, USA.
| | - Cesar Victora
- International Center for Equity in Health, Universidade Federal de Pelotas, Pelotas, Brazil
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Clay K, Portnykh M, Severnini E. The legacy lead deposition in soils and its impact on cognitive function in preschool-aged children in the United States. ECONOMICS AND HUMAN BIOLOGY 2019; 33:181-192. [PMID: 30913446 DOI: 10.1016/j.ehb.2019.03.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 02/11/2019] [Accepted: 03/01/2019] [Indexed: 06/09/2023]
Abstract
Surface soil contamination has been long recognized as an important pathway of human lead exposure, and is now a worldwide health concern. This study estimates the causal effects of exposure to lead in topsoil on cognitive ability among 5-year-old children. We draw on individual level data from the 2000 U.S. Census, and USGS data on lead in topsoil covering a broad set of counties across the United States. Using an instrumental variable approach relying on the 1944 Interstate Highway System Plan, we find that higher lead in topsoil increases considerably the probability of 5-year-old boys experiencing cognitive difficulties such as learning, remembering, concentrating, or making decisions. Living in counties with topsoil lead concentration above the national median roughly doubles the probability of 5-year-old boys having cognitive difficulties. Nevertheless, it does not seem to affect 5-year-old girls, consistent with previous studies. Importantly, the adverse effects of lead exposure on boys are found even in counties with levels of topsoil lead concentration considered low by the guidelines from the U.S. EPA and state agencies. These findings are concerning because they suggest that legacy lead may continue to impair cognition today, both in the United States and in other countries that have considerable lead deposition in topsoil.
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Affiliation(s)
- Karen Clay
- Carnegie Mellon University and NBER, 4800 Forbes Avenue, Pittsburgh, PA 15213, United States.
| | - Margarita Portnykh
- Carnegie Mellon University, 4800 Forbes Avenue, Pittsburgh, PA 15213, United States.
| | - Edson Severnini
- Carnegie Mellon University and IZA, 4800 Forbes Avenue, Pittsburgh, PA 15213, United States.
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10
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Sha T, Yan Y, Cheng W. Associations of childhood socioeconomic status with mid-life and late-life cognition in Chinese middle-aged and older population based on a 5-year period cohort study. Int J Geriatr Psychiatry 2018; 33:1335-1345. [PMID: 29971839 PMCID: PMC6174994 DOI: 10.1002/gps.4930] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2018] [Accepted: 05/31/2018] [Indexed: 12/13/2022]
Abstract
OBJECTIVES A prospective study was performed to examine the relationship of childhood socioeconomic status (SES) with cognition and the rate of change in a nationally representative sample of community-dwelling middle-aged and older Chinese population. METHODS This study mainly focused on 3 composite measures of cognitive function, including Telephone Interview of Cognitive Status, word recall, and drawing a figure successfully. Childhood SES was evaluated by parental occupation and education, childhood residence, and self-evaluated financial status. We designed an analysis strategy adding predictors incrementally in different models to examine the changes of effects of childhood SES on cognition by latent growth curve models. RESULTS Finally, a total of 10 533 respondents were prospectively studied, including 5980 respondents aged 45-59 and 4553 aged 60-90. Cognition in younger cohort showed a curvilinear change, while cognition in older cohort showed a linear decline. After controlling for covariates, middle-aged respondents with higher self-evaluated financial status (β: -0.22, P < .001), better health status (β: -0.13, P < .001), higher parental education (β: 0.17 and 0.10, P < .001), who had lived in city/town before 16 years (β: 0.69, P < .001), and whose fathers engaged in nonfarming work (β: 0.43, P < .001) were associated with the better baseline cognition. Similar results were found in older cohort. Additionally, early-life SES was not associated with cognitive decline in both cohorts. CONCLUSIONS This study indicates that childhood SES is associated with mid-life and late-life baseline cognition, but it is not contributed to cognition decline. Interventions in early-life focused on improving childhood SES might have positive impacts on baseline cognition in later-life.
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Affiliation(s)
- Tingting Sha
- Department of Epidemiology and Medical Statistics, Xiangya School of Public HealthCentral South UniversityChangshaHunanChina
| | - Yan Yan
- Department of Epidemiology and Medical Statistics, Xiangya School of Public HealthCentral South UniversityChangshaHunanChina
| | - Wenwei Cheng
- Department of Epidemiology and Medical Statistics, Xiangya School of Public HealthCentral South UniversityChangshaHunanChina
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Olivera J, Andreoli F, Leist AK, Chauvel L. Inequality in old age cognition across the world. ECONOMICS AND HUMAN BIOLOGY 2018; 29:179-188. [PMID: 29614460 DOI: 10.1016/j.ehb.2018.03.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2017] [Revised: 02/25/2018] [Accepted: 03/05/2018] [Indexed: 06/08/2023]
Abstract
Although cohort and country differences in average cognitive levels are well established, identifying the degree and determinants of inequalities in old age cognitive functioning could guide public health and policymaking efforts. We use all publicly available and representative old age surveys with comparable information to assess inequalities of cognitive functioning for six distinctive age groups in 29 countries. We document that cognitive inequalities in old age are largely determined by earlier educational inequalities as well as gender differential survival rates. For example, a one percentage point increase in the Gini index of past education is associated with an increase of 0.45 percentage points in the Gini index of delayed recall and 0.23 percentage points in the Gini of immediate recall. Results are robust to a variety of alternative explanations and persist even after controlling for gender-related biases in survival rates. Furthermore, we find evidence that unequal opportunities for education -captured by differences in parental background and gender- also have significant effects on inequality of old age cognition.
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Affiliation(s)
- Javier Olivera
- Luxembourg Institute of Socio-Economic Research (LISER), Belval, Luxembourg; Pontificia Universidad Catolica del Peru (PUCP), Lima, Peru.
| | - Francesco Andreoli
- Luxembourg Institute of Socio-Economic Research (LISER), Belval, Luxembourg.
| | - Anja K Leist
- University of Luxembourg, Institute for Socio-Economic Research (IRSEI), Belval, Luxembourg.
| | - Louis Chauvel
- University of Luxembourg, Institute for Socio-Economic Research (IRSEI), Belval, Luxembourg.
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Villa KM. Multidimensional human capital formation in a developing country: Health, cognition and locus of control in the Philippines. ECONOMICS AND HUMAN BIOLOGY 2017; 27:184-197. [PMID: 28735163 DOI: 10.1016/j.ehb.2017.06.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Revised: 06/27/2017] [Accepted: 06/29/2017] [Indexed: 06/07/2023]
Abstract
Economic success depends on multiple human capital stocks whose production is interrelated and occurs over many life stages. Yet, much empirical work fails to account for human capital's multidimensional nature and limits its focus to specific childhood stages. Using longitudinal data from the Philippines, I estimate a model of multidimensional human capital formation from birth through adulthood where health, cognitive, and noncognitive dimensions are jointly produced. I examine during which developmental stages parental investment is most influential and address the endogeneity of investment using a policy function where investment depends on child characteristics, exogenous conditions at birth and local prices. Findings imply that not only will early human capital disparities persist into adulthood without early remediation but also that cognitive gains yielded from early remediation will be lost without complementary investment in adolescence. Findings further suggest that interventions will be undervalued if their multidimensional effects are not accounted for.
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Akbulut-Yuksel M, Yuksel M. Heterogeneity in the long term health effects of warfare. ECONOMICS AND HUMAN BIOLOGY 2017; 27:126-136. [PMID: 28605623 DOI: 10.1016/j.ehb.2017.05.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Revised: 05/16/2017] [Accepted: 05/16/2017] [Indexed: 06/07/2023]
Abstract
This paper estimates the long-term heterogeneous legacies of exposures to war in utero and during early childhood on height in adulthood. Using a novel dataset on the regional WWII destruction in Germany, combined with the German Socio-Economic Panel (SOEP), we find that individuals who experienced warfare in utero and during childhood are an average of 2cm shorter as adults, suggesting that the negative scarring effect of WWII dominated the positive effect coming from a selection. Among war survivors, children from less privileged families who resided in highly destroyed regions, particularly girls, suffered the greatest health consequences of warfare. Our analyses also show that wartime children who lost their parents during the war years are an average of 1.3cm shorter as adults. However, the father's conscription during WWII had no long-term effect on adult height.
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Kobayashi LC, Glymour MM, Kahn K, Payne CF, Wagner RG, Montana L, Mateen FJ, Tollman SM, Berkman LF. Childhood deprivation and later-life cognitive function in a population-based study of older rural South Africans. Soc Sci Med 2017; 190:20-28. [PMID: 28837862 DOI: 10.1016/j.socscimed.2017.08.009] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2017] [Revised: 07/07/2017] [Accepted: 08/11/2017] [Indexed: 10/19/2022]
Abstract
RATIONALE Little research has evaluated the life course drivers of cognitive aging in South Africa. OBJECTIVES We investigated the relationships of self-rated childhood health and father's occupation during childhood with later-life cognitive function score and whether educational attainment mediated these relationships among older South Africans living in a former region of Apartheid-era racial segregation. METHODS Data were from baseline assessments of "Health and Aging in Africa: A Longitudinal Study of an INDEPTH Community" (HAALSI), a population-based study of 5059 men and women aged ≥40 years in 2015 in rural Agincourt sub-district, South Africa. Childhood health, father's occupation during childhood, and years of education were self-reported in study interviews. Cognitive measures assessed time orientation, numeracy, and word recall, which were included in a z-standardized latent cognitive function score variable. Linear regression models adjusted for age, sex, and country of birth were used to estimate the total and direct effects of each childhood risk factor, and the indirect effects mediated by years of education. RESULTS Poor childhood health predicted lower cognitive scores (total effect = -0.28; 95% CI = -0.35, -0.21, versus good); this effect was not mediated by educational attainment. Having a father in a professional job during childhood, while rare (3% of sample), predicted better cognitive scores (total effect = 0.25; 95% CI = 0.10, 0.40, versus unskilled manual labor, 29% of sample). Half of this effect was mediated by educational attainment. Education was linearly associated with later-life cognitive function score (0.09; 95% CI = 0.09, 0.10 per year achieved). CONCLUSION In this post-Apartheid, rural South African context, older adults with poor self-reported childhood health or whose father worked in unskilled manual labor had relatively poor cognitive outcomes. Educational attainment strongly predicted cognitive outcomes, and appeared to be, in part, a mechanism of social stratification in later-life cognitive health in this context.
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Affiliation(s)
| | - M Maria Glymour
- Harvard Center for Population and Development Studies, Cambridge, MA, USA; Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Kathleen Kahn
- MRC-Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa; INDEPTH Network, Accra, Ghana; Epidemiology and Global Health Unit, Department of Public Health and Clinical Medicine, Umeå University, Sweden
| | - Collin F Payne
- Harvard Center for Population and Development Studies, Cambridge, MA, USA
| | - Ryan G Wagner
- MRC-Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa; INDEPTH Network, Accra, Ghana
| | - Livia Montana
- Harvard Center for Population and Development Studies, Cambridge, MA, USA
| | | | - Stephen M Tollman
- MRC-Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa; INDEPTH Network, Accra, Ghana; Epidemiology and Global Health Unit, Department of Public Health and Clinical Medicine, Umeå University, Sweden
| | - Lisa F Berkman
- Harvard Center for Population and Development Studies, Cambridge, MA, USA; 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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15
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Pasqualini M, Lanari D, Minelli L, Pieroni L, Salmasi L. Health and income inequalities in Europe: What is the role of circumstances? ECONOMICS AND HUMAN BIOLOGY 2017; 26:164-173. [PMID: 28445843 DOI: 10.1016/j.ehb.2017.04.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Revised: 03/30/2017] [Indexed: 06/07/2023]
Abstract
Equality of opportunity theories distinguish between inequalities due to individual effort and those due to external circumstances. Recent research has shown that half of the variability in income of World population was determined by country of birth and income distribution. Since health and income are generally strictly related, the aim of this paper is to estimate how much variability in income and health is determined by external circumstances. We use data from the Survey of Health, Ageing and Retirement (SHARE) and the English Longitudinal Survey on Ageing (ELSA), two comparable multidisciplinary surveys that provide micro-level data on health and financial resources among the elderly for a large number of European countries. Our baseline estimation shows that about 20% of the variability in income is explained by current country-specific circumstances, while health outcomes range from 12% using BMI to 19% using self-rated health. By including early-life circumstances, the explained variability increases almost 20 percentage points for income and for self-rated health but less for other health outcomes. Finally, by controlling for endogeneity issues linked with effort, our estimates indicate that circumstances better explain variability in health outcomes. Results are robust to some tests, and the implications of these findings are discussed.
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Affiliation(s)
- M Pasqualini
- Department of Statistical Science, University of Rome La Sapienza, Italy
| | - D Lanari
- Department of Medicine, University of Perugia, Italy
| | - L Minelli
- Department of Experimental Medicine, University of Perugia, Italy
| | - L Pieroni
- Department of Political Science, University of Perugia, Italy.
| | - L Salmasi
- Department of Political Science, University of Perugia, Italy
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