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Koivusilta LK, Acacio-Claro PJ, Mattila VM, Rimpelä AH. Health and health behaviours in adolescence as predictors of education and socioeconomic status in adulthood - a longitudinal study. BMC Public Health 2024; 24:1178. [PMID: 38671433 PMCID: PMC11055384 DOI: 10.1186/s12889-024-18668-7] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 04/19/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND The positive association of health with education level and socioeconomic status (SES) is well-established. Two theoretical frameworks have been delineated to understand main mechanisms leading to socioeconomic health inequalities: social causation and health selection but how these work in adolescence is poorly known. We studied if adolescent health and health behaviours predict higher education and higher SES in adulthood and if family background and school performance in adolescence explain these associations. METHODS Surveys on health and health behaviours were sent to representative samples of 12-18-year-old Finns in 1981-1997 every second year (response rate 77.8%, N = 55,682). The survey data were linked with the respondents' and their parents' socioeconomic data from the Finnish national registries. Both latent variables, namely, health (perceived health, health complaints, chronic disease), health-compromising behaviours (smoking status, drunkenness frequency), and family background (parents' occupation-based SES, education, family type) and variables directly measuring health-enhancing behaviours (toothbrushing, physical activity) and school performance were used to predict higher education and higher occupation-based SES at age 34. Logistic regression analysis and structural equation models (SEM) were used. RESULTS In logistic regression analyses, good health, health-enhancing behaviours, and lack of health-compromising behaviours were related to higher education and SES, also after controlling for family background and school performance. In the SEM analyses, good health, health-enhancing behaviours, and lack of health-compromising behaviours directly predicted higher SES and higher education, although the standardised coefficients were low (from 0.034 to 0.12). In all models, health, lack of health-compromising behaviours, and health-enhancing behaviours predicted school performance, which in turn, predicted the outcomes, suggesting indirect routes to these. Good socioeconomic prospects in terms of family background predicted good health, healthy behaviours, and good school performance in adolescence and higher SES and higher education in adulthood. CONCLUSION Health and health behaviours in adolescence predicted education and SES in adulthood. Even though the relationships were modest, they support the health selection hypotheses and emphasise the importance of adolescence for health inequalities during the life-course. Health and health behaviours were strongly associated with school performance and family background which together modified the paths from health and health behaviours to the outcomes.
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Affiliation(s)
- Leena K Koivusilta
- Department of Social Research, Faculty of Social Sciences, University of Turku, 20014, Turku, Finland.
| | - Paulyn Jean Acacio-Claro
- Department of Health Policy and Administration, College of Public Health, University of the Philippines Manila, and Unit of Health Sciences, Faculty of Social Sciences, Tampere University, Tampere, Finland
| | - Ville M Mattila
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Department of Orthopaedics and Traumatology, Tampere University Hospital Tampere, Tampere, Finland
| | - Arja H Rimpelä
- Faculty of Social Sciences, Unit of Health Sciences, Tampere University, 33014, Tampere, Finland
- Department of Adolescent Psychiatry, Tampere University Hospital, P.O. Box 2000, 33521, Tampere, Finland
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Heggebø K, Elstad JI. Health-related exit from employment before and during the COVID-19 pandemic in Norway: Analysis of population-wide register data 2013-2021. SSM Popul Health 2024; 25:101598. [PMID: 38283540 PMCID: PMC10818249 DOI: 10.1016/j.ssmph.2023.101598] [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] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 12/13/2023] [Accepted: 12/30/2023] [Indexed: 01/30/2024] Open
Abstract
People with health problems experience various labor market disadvantages, such as hiring discrimination and heightened risk of firing, but the impact of deteriorating economic conditions on health-related labor market mobility remains poorly understood. The strength of the downturn/crisis will most likely make a difference. During minor downturns, when few employees are made redundant, health-related exit may occur frequently since employers prefer to keep those with good health on the payroll. However, during major economic crises, when large-scale downsizing and firm closures abound, there will be less discretionary room for employers. Thus, some mechanisms that usually are damaging for people with health problems (e.g., seniority rules and negative connotations), can be neutralized, ultimately leading to smaller health differentials in labor market outcomes. The current study used population-wide administrative register data, covering the years 2013-2021, to examine health-related exit from employment (to unemployment/social assistance) before and during the COVID-19 pandemic in Norway. The pandemic spurred a major crisis on the Norwegian labor market and led to a record-high unemployment rate of 10.6 percent in March 2020. Restricting the analytical samples to labor market insiders, linear probability models showed that previous recipients of health-related benefits had a higher unemployment likelihood in the pre-crisis year 2019. The relative importance of poor health changed non-negligibly, however, during the COVID-19 pandemic. When identical statistical analyses were run on the crisis year 2020, health-related exit from employment was dampened. Yet, this labor market equalization was not followed by smaller health differentials in work income in 2021, mainly because people with good health retained or regained decent-paying jobs when the economic conditions improved again. In conclusion, major economic crises can lead to an equalization of labor market disadvantages for people with health problems, but health-related inequalities may reemerge when the economy recovers.
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Affiliation(s)
- Kristian Heggebø
- NOVA, OsloMet – Oslo Metropolitan University, P.O. Box 4, St. Olavs Plass, N-0130, Oslo, Norway
| | - Jon Ivar Elstad
- NOVA, OsloMet – Oslo Metropolitan University, P.O. Box 4, St. Olavs Plass, N-0130, Oslo, Norway
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Tsuchiya K, Bacong AM, de Castro AB, Gee GC. Visa type and financial strain on depressive symptoms among Filipino migrants to the United States. J Migr Health 2023; 7:100155. [PMID: 36755688 PMCID: PMC9900610 DOI: 10.1016/j.jmh.2023.100155] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 10/15/2022] [Accepted: 01/22/2023] [Indexed: 01/24/2023] Open
Abstract
Migrants have been theorized to be healthier than their non-migrant counterparts; however, there is limited examination of health selection using binational data and how selection occurs, particularly for mental health outcomes. This study examines the role of visa status and financial strain as critical factors for mental health selection among Filipino migrants to the U.S. and non-migrants who remain in the Philippines. We used the baseline data from the Health of Philippine Emigrants Study (HoPES; n = 1631) to compare depressive symptoms between non-migrants and migrants who were both surveyed prior to their departure to the U.S. We assessed depressive symptoms using linear regression by migration status, financial strain, and by visa categories including fiancée/marriage, unlimited family reunification, limited family reunification, and employment. Overall, all migrants reported lower depressive symptoms than non-migrants; however, depressive symptoms varied by visa type. Fiancée/marriage migrants had lower depressive symptoms than compared to limited family reunification migrants. Additionally, those who reported financial strain had higher depressive symptoms than those without any financial strain. We find that migrants were positively selected for mental health using a unique sample of Filipino migrants before they left for the U.S.
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Affiliation(s)
- Kazumi Tsuchiya
- Dalla Lana School of Public Health, University of Toronto, 155 College Street, Toronto, ON M5T 3M7, United States
| | - Adrian M. Bacong
- Center for Asian Health Research and Education, Stanford University, 291 Campus Drive, Stanford, CA 94305, United States
| | - A B de Castro
- School of Nursing, University of Washington, 1959 NE Pacific Street, Seattle, WA 98195, United States
| | - Gilbert C. Gee
- Department of Community Health Sciences, Fielding School of Public Health, University of California, 650 Charles E Young Dr S, Los Angeles, CA 90095, United States
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Gailey S. Moving to greener pastures: Health selection into neighborhood green space among a highly mobile and diverse population in California. Soc Sci Med 2022; 315:115411. [PMID: 36399985 PMCID: PMC10224763 DOI: 10.1016/j.socscimed.2022.115411] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 08/11/2022] [Accepted: 09/27/2022] [Indexed: 01/26/2023]
Abstract
Global urbanization has sparked substantial environmental, public health, and social science research on the importance of conserving and propagating natural environments. A large subset of this work focuses on the benefits of green space for health. An often-overlooked methodological concern when examining relations between green space and health, however, involves residential self-selection. The selective movement of individuals into greener neighborhoods on the basis of preexisting health and correlated social factors may bias associations, particularly in cross-sectional studies, which predominate existing green space/health research. To quantify the extent of residential self-selection bias, this study used a longitudinal sibling comparison design with repeated individual and neighborhood measures to estimate associations between pre-move health factors, including maternal body mass index (BMI) and infant birthweight, and post-move neighborhood green space in a residentially mobile sample of mothers in California, 2007 to 2015 (n = 288,333). Results show that better health before moving predicted higher levels of neighborhood green space after moving, providing evidence of health selection. Findings also indicate some support for differential health selection into neighborhood green space by race/ethnicity, including that evidence of selection emerges for white and Hispanic, but not Black, mothers. However, weak relations between pre-move individual factors and post-move neighborhood green space across analyses suggest that potential bias due to residential self-selection appears relatively minimal in a large, diverse, and highly mobile sample of families in California. Findings support calls to increase green space in historically marginalized neighborhoods as a means to promote environmental and health equity.
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Affiliation(s)
- Samantha Gailey
- Minnesota Population Center, University of Minnesota, Twin Cities, USA.
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5
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Rolheiser L, Zacher M, Subramanian S, Arcaya M. Do health trajectories predict neighborhood outcomes? Evidence of health selection in a diverse sample of U.S. adults. Health Place 2022; 73:102713. [PMID: 34826652 PMCID: PMC9885758 DOI: 10.1016/j.healthplace.2021.102713] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2021] [Revised: 11/09/2021] [Accepted: 11/10/2021] [Indexed: 02/01/2023]
Abstract
Across the United States, residents of lower income neighborhoods evince poorer health, on average, than residents of more affluent areas. Studies aiming to explain this pattern have focused largely on the effects of neighborhood characteristics on residents' health, often overlooking the possibility that the reverse causal process-that a person's health impacts where they live, or "health selection into neighborhoods"-also plays a role. We investigated processes of health selection using the Panel Study of Income Dynamics, a longitudinal survey of U.S. households. Using ordinary least squares linear regression, we estimated the effect of householders' self-rated health on their neighborhood socioeconomic status (SES, the Census tract-level family poverty rate) in 2013, adjusting for neighborhood SES and health in 2001 as well as sociodemographic characteristics and residential mobility. Poorer health was associated with residence in higher poverty neighborhoods overall. Stratified models indicated that while health selection was observed across both race/ethnicity and class boundaries, the relationship between poor health and neighborhood poverty was stronger among non-Hispanic Black respondents, those with low income, and respondents who either moved moderate distances or did not move at all during the study period. We conclude with a call for future work exploring the mechanisms leading those in worse health to reside in higher poverty neighborhoods, and for public health policies that seek not only to improve health supporting conditions in economically disadvantaged neighborhoods, but that also support the economic and social needs of residents struggling with health problems.
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Affiliation(s)
| | - Meghan Zacher
- Brown University, 1 Prospect St, Providence, RI 02912-9127, USA
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Abstract
This article reconsiders the role of social origin in health selection by examining whether parental education moderates the association between early health and educational attainment and whether health problems mediate the intergenerational transmission of education. We used longitudinal register data on Finns born in 1986–1991 (n = 352,899). We measured the completion of secondary and tertiary education until age 27 and used data on hospital care and medication reimbursements to assess chronic somatic conditions, frequent infections, and mental disorders at ages 10–16. We employed linear probability models to estimate the associations between different types of health problems and educational outcomes and to examine moderation by parental education, both overall in the population and comparing siblings with and without health problems. Finally, we performed a mediation analysis with g-computation to simulate whether a hypothetical eradication of health problems would weaken the association between parental and offspring education. All types of health problems reduced the likelihood of secondary education, but mental disorders were associated with the largest reductions. Among those with secondary education, there was further evidence of selection to tertiary education. High parental education buffered against the negative impact of mental disorders on completing secondary education but exacerbated it in the case of tertiary education. The simulated eradication of health problems slightly reduced disparities by parental education in secondary education (up to 10%) but increased disparities in tertiary education (up to 2%). Adolescent health problems and parental education are strong but chiefly independent predictors of educational attainment.
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Affiliation(s)
- Janne Mikkonen
- Population Research Unit, Faculty of Social Sciences, University of Helsinki, PO Box 18 (Unioninkatu 35), FIN-00014, Helsinki, Finland.
| | - Hanna Remes
- Population Research Unit, Faculty of Social Sciences, University of Helsinki, PO Box 18 (Unioninkatu 35), FIN-00014, Helsinki, Finland
| | - Heta Moustgaard
- Population Research Unit, Faculty of Social Sciences, University of Helsinki, PO Box 18 (Unioninkatu 35), FIN-00014, Helsinki, Finland
| | - Pekka Martikainen
- Population Research Unit, Faculty of Social Sciences, University of Helsinki, PO Box 18 (Unioninkatu 35), FIN-00014, Helsinki, Finland.,Center for Health Equity Studies (CHESS), Department of Public Health Sciences, Stockholm University, Stockholm, Sweden.,The Max Planck Institute for Demographic Research, Rostock, Germany
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7
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Su Y, D'Arcy C, Caron J, Meng X. Increased income over time predicts better self-perceived mental health only at a population level but not for individual changes: An analysis of a longitudinal cohort using cross-lagged models. J Affect Disord 2021; 292:487-495. [PMID: 34146900 DOI: 10.1016/j.jad.2021.05.118] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 05/11/2021] [Accepted: 05/31/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND The literature identifies a strong relationship between mental health and income, but there is little research that clarifies the directional association between household income and self-perceived mental health (SPMH) overtime either at between-perso+n or within-person levels. This study investigates whether higher income predicts better SPMH overtime and poor SPMH predicts lower income overtime both at between-person or within-person levels. METHODS Data analyzed was from the Montreal Southwest Social and Psychiatric Epidemiology Catchment Area study (ZEPSOM), a longitudinal community-based cohort. The baseline survey was conducted in 2007/8 with follow-up every two years. We traced a total of 3464 participants over a period of 8 years. To examine the associations between income and SPMH at both between-person or within-person levels, cross-lagged panel models (CLPMs) and random intercept cross-lagged panel models (RI-CLPMs) were used. Gender and age effects were examined using multiple group analyses. Complete case analyses evaluated the findings' robustness. RESULTS At between-person levels, higher household income predicted higher SPMH, but not vice versa. These associations were stronger among men and older adults. At within-person levels, higher income did not predict higher SPMH. No significant gender- or age- group differences were observed. Complete case analyses supported the findings. LIMITATIONS Loss to follow-up may affect the generalizability of the research findings. CONCLUSIONS This study suggests that higher household income predicts higher SPMH at between-person levels. Policy and programs aiming at promoting mental health should focus on low-income individuals, especially men and older adults.
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Affiliation(s)
- Yingying Su
- School of Public Health, University of Saskatchewan, Saskatoon, SK, Canada
| | - Carl D'Arcy
- School of Public Health, University of Saskatchewan, Saskatoon, SK, Canada; Department of Psychiatry, College of Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | - Jean Caron
- Department of Psychiatry, McGill, University, Montreal, QC, Canada; Douglas Research Centre, Montreal, QC, Canada
| | - Xiangfei Meng
- Department of Psychiatry, McGill, University, Montreal, QC, Canada; Douglas Research Centre, Montreal, QC, Canada
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8
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Vaalavuo M, Sihvola MW. Are the Sick Left Behind at the Peripheries? Health Selection in Migration to Growing Urban Centres in Finland. Eur J Popul 2020; 37:341-366. [PMID: 33911991 PMCID: PMC8035389 DOI: 10.1007/s10680-020-09568-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 09/18/2020] [Indexed: 11/27/2022]
Abstract
We study health selection in rural–urban migration in Finland using register data. Specifically, we ask whether ‘movers’ differ from ‘stayers’ in their use of special health care services prior to moving. We focus on migration to twelve growing urban centres in different sub-groups of the population as well as in different regions, using multinomial logistic regression and multilevel modelling and by distinguishing between short- and long-distance moves. The results show that urban centres attract healthier individuals, while people with health problems are also prone to move, but not to urban centres. The results were similar when looking only at psychiatric diagnoses. The findings suggest that it is important to distinguish between different types of moves when studying health-selective migration. Studying the patterns of migration according to health enables us to understand drivers of regional health differences. Moreover, such evidence will help in projecting future demand for healthcare across the country.
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Affiliation(s)
- Maria Vaalavuo
- Centre for Health and Social Economics, Finnish Institute for Health and Welfare, Mannerheimintie 166, 00271 Helsinki, Finland
| | - Mikko-Waltteri Sihvola
- Centre for Health and Social Economics, Finnish Institute for Health and Welfare, Mannerheimintie 166, 00271 Helsinki, Finland.,Present Address: Statistics Finland, Helsinki, Finland
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Dobewall H, Lindfors P, Karvonen S, Koivusilta L, Vainikainen MP, Hotulainen R, Rimpelä A. Health and educational aspirations in adolescence: a longitudinal study in Finland. BMC Public Health 2019; 19:1447. [PMID: 31684937 PMCID: PMC6829805 DOI: 10.1186/s12889-019-7824-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [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: 01/21/2019] [Accepted: 10/21/2019] [Indexed: 11/30/2022] Open
Abstract
Background The health selection hypothesis suggests that poor health leads to low educational attainment during the life course. Adolescence is an important period as poor health might prevent students from making the best educational choices. We test if health in adolescence is associated with educational aspirations and whether these associations persist over and above sociodemographic background and academic achievement. Methods Using classroom surveys, a cohort of students (n = 5.614) from the Helsinki Metropolitan Region was followed from the 7th (12–13 years,) up to the 9th grade (15–16 years) when the choice between the academic and the vocational track is made in Finland. Health factors (Strengths and Difficulties Questionnaire (SDQ), self-rated health, daily health complaints, and long-term illness and medicine prescribed) and sociodemographic background were self-reported by the students. Students’ educational aspirations (applying for academic versus vocational track, or both) and their academic achievement were obtained from the Joint Application Registry held by the Finnish National Agency for Education. We conducted multilevel multinomial logistic regression analyses, taking into account that students are clustered within schools. Results All studied health factors were associated with adolescents’ educational aspirations. For the SDQ, daily health complaints, and self-rated health these associations persisted over and above sociodemographic background and academic achievement. Students with better health in adolescence were more likely to apply for the academic track, and those who were less healthy were more likely to apply for the vocational track. The health in the group of those students who had applied for both educational tracks was in between. Inconsistent results were observed for long-term illness. We also found robust associations between educational aspirations and worsening health from grade 7 to grade 9. Conclusions Our findings show that selection by health factors to different educational trajectories takes place at early teenage much before adolescents choose their educational track, thus supporting the health selection hypothesis in the creation of socioeconomic health inequalities. Our findings also show the importance of adolescence in this process. More studies are needed to reveal which measures would be effective in helping students with poor health to achieve their full educational potential.
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Affiliation(s)
- Henrik Dobewall
- Faculty of Social Sciences (Health Sciences), Tampere University, Po Box 20, (Arvo Ylpön katu 34), 33014, Tampere, Finland. .,PERLA-Tampere Centre for Childhood, Youth and Family Research, Tampere University, 33014, Tampere, Finland.
| | - Pirjo Lindfors
- Faculty of Social Sciences (Health Sciences), Tampere University, Po Box 20, (Arvo Ylpön katu 34), 33014, Tampere, Finland.,PERLA-Tampere Centre for Childhood, Youth and Family Research, Tampere University, 33014, Tampere, Finland
| | - Sakari Karvonen
- Social Policy Research Unit, Finnish Institute for Health and Welfare, 00271, Helsinki, Finland
| | - Leena Koivusilta
- Department of Social Research, Faculty of Social Sciences, University of Turku, Turku, Finland
| | - Mari-Pauliina Vainikainen
- Faculty of Education, Tampere University, 33014, Tampere, Finland.,Centre for Educational Assessment, University of Helsinki, 00014, Helsinki, Finland
| | - Risto Hotulainen
- Centre for Educational Assessment, University of Helsinki, 00014, Helsinki, Finland
| | - Arja Rimpelä
- Faculty of Social Sciences (Health Sciences), Tampere University, Po Box 20, (Arvo Ylpön katu 34), 33014, Tampere, Finland.,PERLA-Tampere Centre for Childhood, Youth and Family Research, Tampere University, 33014, Tampere, Finland.,Department of Adolescent Psychiatry, Pitkäniemi Hospital, Tampere University Hospital, 33380, Nokia, Finland
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10
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Wilkinson LR, Ferraro KF, Mustillo SA. Wealth in Middle and Later Life: Examining the Life Course Timing of Women's Health Limitations. Gerontologist 2019; 59:902-911. [PMID: 29868906 DOI: 10.1093/geront/gny048] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2017] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Guided by cumulative inequality theory, this study poses two main questions: (a) Does women's poor health compromise household financial assets? (b) If yes, is wealth sensitive to the timing of women's health limitations? In addressing these questions, we consider the effect of health limitations on wealth at older ages, as well as examine how health limitations influence wealth over particular segments of the life course, giving attention to both the onset and duration of health limitations. RESEARCH DESIGN AND METHODS Using 36 years of data from the National Longitudinal Survey of Mature Women, piecewise growth curve and linear regression models were used to estimate the effects of life course timing and duration of health limitations on household wealth. RESULTS The findings reveal that women who experienced health limitations accumulated substantially less wealth over time, especially if the health limitations were manifest during childhood or early adulthood. DISCUSSION AND IMPLICATIONS This study identifies how early-life health problems lead to less wealth in later life.
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Affiliation(s)
| | - Kenneth F Ferraro
- Center on Aging and the Life Course, Purdue University, West Lafayette, Indiana.,Department of Sociology, Purdue University, West Lafayette, Indiana
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11
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Abstract
Despite acquiring lower levels of attainment and earnings, Mexican immigrants exhibit favorable health outcomes relative to their native-born counterparts. And while scholars attempt to reconcile this so-called paradoxical relationship with a variety of theoretical and empirical approaches, patterns of selective migration continue to receive considerable attention. The present study contributes to the literature on health selection by extending the healthy migrant hypothesis in a number of ways. First, we rely on a unique combination of data sets to assess whether the healthy are disproportionately more likely to migrate. We use the latest wave of the Mexican Family Life Survey and the 2013 Migrante Study, a survey that is representative of Mexican-born persons who are actively migrating through Tijuana. Pooling these data also allow us to differentiate between internal and US-bound migrants to shed light on their respective health profiles. Results provide modest support for the healthy migrant hypothesis. Although those who report better overall health are more likely to migrate, we find that the presence of certain chronic conditions increases migration risk. Our findings also suggest that internal migrants are healthier than those traveling to the US, though this is largely because those moving within Mexico reflect a younger and more educated population. This study takes an important step in uncovering variation across migrant flows and highlights the importance of the timing at which health is measured in the migration process.
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Affiliation(s)
- Christina J Diaz
- School of Sociology, University of Arizona, Social Sciences Building, 1145 E. South Campus Drive, Tucson, AZ 85721, United States
| | - Liwen Zeng
- School of Sociology, University of Arizona, Social Sciences Building, 1145 E. South Campus Drive, Tucson, AZ 85721, United States
| | - Ana P Martinez-Donate
- Dornslife School of Public Health, Drexel University, Nesbitt Hall, 3215 Market St., Philadelphia, PA 19104, United States
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12
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Layte R, McCrory C. Fiscal crises and personal troubles: the great recession in Ireland and family processes. Soc Psychiatry Psychiatr Epidemiol 2018; 53:987-1001. [PMID: 29951928 DOI: 10.1007/s00127-018-1551-9] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2017] [Accepted: 06/14/2018] [Indexed: 11/30/2022]
Abstract
BACKGROUND Social disadvantage is often associated with worse child psychological adjustment which itself is implicated in educational failure and poor adult social position. The family stress model holds that the association between social disadvantage and psychological adjustment stems from the impact of economic pressure on parental mental health mediated through the parent/child relationship. METHODS We take advantage of a natural experiment offered by the 'great recession' in Ireland between 2008 and 2012. Structural equation models using causal modelling and Longitudinal data from the Growing Up in Ireland cohort study are used to test whether the experience of recession in families impacts on children's psychological adjustment and whether this occurs directly or is mediated by the processes identified in the family stress model. RESULTS More than 70% of families experienced a reduction in income between 2008 and 2011 and 26% reported cutting back on basics such as clothing and food. Family experience of recession was significantly associated with negative change in all of the components of the family stress model, particularly parental mental health. However, less than half of the effect of recession was mediated by the processes of the family stress model. Tests showed that a model with a direct effect of recession on child psychological adjustment provided a better fit to the data. CONCLUSIONS Recession and economic pressure had a significant effect on child psychological adjustment, but only a minority of this effect was indirect via the mental health of parents and parent/child relationship. The family stress model only offers a partial account of the mechanisms through which economic hardship impacts on families and children.
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Affiliation(s)
- Richard Layte
- Department of Sociology, Trinity College Dublin, 3 College Green, Dublin 2, Ireland.
| | - Cathal McCrory
- Department of Medical Gerontology, Mercer's Institute for Successful Ageing (MISA), 8 Jame's Street, Dublin, Ireland
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13
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Abstract
Despite having lower levels of education and limited access to health care services, Mexican immigrants report better health outcomes than U.S.-born individuals. Research suggests that the Mexican health advantage may be partially attributable to selective return migration among less healthy migrants-often referred to as "salmon bias." Our study takes advantage of a rare opportunity to observe the health status of Mexican-origin males as they cross the Mexican border. To assess whether unhealthy migrants are disproportionately represented among those who return, we use data from two California-based studies: the California Health Interview Survey; and the Migrante Study, a survey that samples Mexican migrants entering and leaving the United States through Tijuana. We pool these data sources to look for evidence of health-related return migration. Results provide mixed support for salmon bias. Although migrants who report health limitations and frequent stress are more likely to return, we find little evidence that chronic conditions and self-reported health are associated with higher probabilities of return. Results also provide some indication that limited health care access increases the likelihood of return among the least healthy. This study provides new theoretical considerations of return migration and further elucidates the relationship between health and migration decisions.
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14
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Fleischer NL, Ro A, Bostean G. Smoking selectivity among Mexican immigrants to the United States using binational data, 1999-2012. Prev Med 2017; 97:26-32. [PMID: 28087468 DOI: 10.1016/j.ypmed.2017.01.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Revised: 11/23/2016] [Accepted: 01/09/2017] [Indexed: 11/19/2022]
Abstract
Mexican immigrants have lower smoking rates than US-born Mexicans, which some scholars attribute to health selection-that individuals who migrate are healthier and have better health behaviors than their non-migrant counterparts. Few studies have examined smoking selectivity using binational data and none have assessed whether selectivity remains constant over time. This study combined binational data from the US and Mexico to examine: 1) the extent to which recent Mexican immigrants (<10years) in the US are selected with regard to cigarette smoking compared to non-migrants in Mexico, and 2) whether smoking selectivity varied between 2000 and 2012-a period of declining tobacco use in Mexico and the US. We combined repeated cross-sectional US data (n=10.901) on adult (ages 20-64) Mexican immigrants and US-born Mexicans from the 1999/2000 and 2011/2012 National Health Interview Survey, and repeated cross-sectional Mexican data on non-migrants (n=67.188) from the 2000 Encuesta Nacional de Salud and 2012 Encuesta Nacional de Salud y Nutrición. Multinomial logistic regressions, stratified by gender, predicted smoking status (current, former, never) by migration status. At both time points, we found lower overall smoking prevalence among recent US immigrants compared to non-migrants for both genders. Moreover, from the regression analyses, smoking selectivity remained constant between 2000 and 2012 among men, but increased among women. These findings suggest that Mexican immigrants are indeed selected on smoking compared to their non-migrating counterparts, but that selectivity is subject to smoking conditions in the sending countries and may not remain constant over time.
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Affiliation(s)
- Nancy L Fleischer
- Center for Social Epidemiology and Population Health, Department of Epidemiology, School of Public Health, University of Michigan, 1415 Washington Heights, Ann Arbor, MI 48109, USA.
| | - Annie Ro
- Program in Public Health, UC Irvine, 653 E. Peltason Road, Irvine, CA 92697, USA
| | - Georgiana Bostean
- Sociology Department and Environmental Science & Policy Program, Chapman University, One University Drive, Orange, CA 92866, USA
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Abstract
In Germany, internal migration streams have shaped the population structure quite notably during the past two decades. As selective migration can have a substantial impact on the geographical distribution of health, this paper examines whether internal migrants in Germany are selected regarding their health status. To capture health selection, one measure-i.e. self-rated contentment with health-and two established risk factors for poor health-i.e. smoking and BMI-were included. Applying event history analysis, the health status of migrants was compared to non-migrants, controlling for other individual characteristics. The analyses were based on the German Socio-Economic Panel, a retrospective data set representative of the German population. Results for self-rated health and smoking were inconclusive. While self-rated health was only related to migration in men, smoking was only linked to migration in women. However, there was a clear association between BMI and migration, i.e. the propensity to migrate decreased significantly with increasing weight. The results suggest that BMI is an important indicator of increased susceptibility to ill health, which prevent people from migration. Leaving behind a population who has a greater susceptibility to chronic conditions, selective migration is likely to reinforce the consequences of population ageing and healthcare demand, in particular in regions characterized by outmigration.
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Affiliation(s)
- Christina Westphal
- Rostock Center for the Study of Demographic Change, Konrad-Zuse-Str. 1, 18057 Rostock, Germany
- Fraunhofer Institute for Cell Therapy and Immunology IZI, Project Group Extracorporeal Immunomodulation, Schillingallee 68, 18057 Rostock, Germany
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16
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Ro A, Fleischer NL, Blebu B. An examination of health selection among U.S. immigrants using multi-national data. Soc Sci Med 2016; 158:114-21. [PMID: 27132066 DOI: 10.1016/j.socscimed.2016.04.023] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2015] [Revised: 02/01/2016] [Accepted: 04/19/2016] [Indexed: 01/17/2023]
Abstract
While migrants are widely believed to be positively selected on health, there has been very little empirical exploration of the actual health differential between migrants and non-migrants. This paper explored: 1) the extent of health selection by comparing US immigrants from 19 sending countries to their non-migrating counterparts still residing in the countries of origin; 2) country-level correlates of health selection; and 3) whether country-level health selection accounted for differences in self-rated health between immigrants and US-born Whites. We combined nationally-representative international data with data from US immigrants from the 2003-2007 Current Population Survey. The health selectivity measure was the Net Difference Index (NDI), which compares the distribution of self-rated health between migrants and non-migrants. We calculated Spearman correlation and bivariate regression coefficients between the NDI and economic, health, distance, and migration characteristics of the sending countries. We used generalized estimating equation models to examine the association between country-level health selection and immigrants' current self-rated health. We found immigrants from South America to show the most positive health selection. Health selection was significantly correlated with visa mode of entry, where family networks decrease, but work-related networks increase health selection. There was little evidence that country-level health selection explained differences in the self-rated health of US immigrants relative to US-born Whites. Our findings do not support the idea that country-level health selection underlies the "healthy immigrant effect".
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Affiliation(s)
- Annie Ro
- UC Irvine, Program in Public Health, Anteater Instruction and Research Building (AIRB), Room 2036, 653 E. Peltason Road, Irvine, CA 92697-3957, USA.
| | - Nancy L Fleischer
- Center for Social Epidemiology and Population Health, Department of Epidemiology, School of Public Health, University of Michigan, 1415 Washington Heights, Ann Arbor, MI 48109, USA.
| | - Bridgette Blebu
- UC Irvine, Program in Public Health, Anteater Instruction and Research Building (AIRB), Room 2036, 653 E. Peltason Road, Irvine, CA 92697-3957, USA.
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17
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Foverskov E, Holm A. Socioeconomic inequality in health in the British household panel: Tests of the social causation, health selection and the indirect selection hypothesis using dynamic fixed effects panel models. Soc Sci Med 2015; 150:172-83. [PMID: 26761376 DOI: 10.1016/j.socscimed.2015.12.021] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2015] [Revised: 12/10/2015] [Accepted: 12/13/2015] [Indexed: 10/22/2022]
Abstract
Despite social inequality in health being well documented, it is still debated which causal mechanism best explains the negative association between socioeconomic position (SEP) and health. This paper is concerned with testing the explanatory power of three widely proposed causal explanations for social inequality in health in adulthood: the social causation hypothesis (SEP determines health), the health selection hypothesis (health determines SEP) and the indirect selection hypothesis (no causal relationship). We employ dynamic data of respondents aged 30 to 60 from the last nine waves of the British Household Panel Survey. Household income and location on the Cambridge Scale is included as measures of different dimensions of SEP and health is measured as a latent factor score. The causal hypotheses are tested using a time-based Granger approach by estimating dynamic fixed effects panel regression models following the method suggested by Anderson and Hsiao. We propose using this method to estimate the associations over time since it allows one to control for all unobserved time-invariant factors and hence lower the chances of biased estimates due to unobserved heterogeneity. The results showed no proof of the social causation hypothesis over a one to five year period and limited support for the health selection hypothesis was seen only for men in relation to HH income. These findings were robust in multiple sensitivity analysis. We conclude that the indirect selection hypothesis may be the most important in explaining social inequality in health in adulthood, indicating that the well-known cross-sectional correlations between health and SEP in adulthood seem not to be driven by a causal relationship, but instead by dynamics and influences in place before the respondents turn 30 years old that affect both their health and SEP onwards. The conclusion is limited in that we do not consider the effect of specific diseases and causal relationships in adulthood may be present over a longer timespan than 5 years.
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Affiliation(s)
- Else Foverskov
- Department of Social Policy, London School of Economics and Political Science, London, UK
| | - Anders Holm
- Department of Sociology, University of Copenhagen, Copenhagen, Denmark.
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18
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Kröger H. The contribution of health selection to occupational status inequality in Germany - differences by gender and between the public and private sectors. Public Health 2015; 133:67-74. [PMID: 26655017 DOI: 10.1016/j.puhe.2015.10.022] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2015] [Revised: 09/21/2015] [Accepted: 10/29/2015] [Indexed: 10/22/2022]
Abstract
OBJECTIVES Estimating the size of health inequalities between hierarchical levels of job status and the contribution of direct health selection to these inequalities for men and women in the private and public sector in Germany. STUDY DESIGN The study uses prospective data from the Socio-Economic Panel study on 11,788 women and 11,494 men working in the public and private sector in Germany. METHODS Direct selection effects of self-rated health on job status are estimated using fixed-effects linear probability models. The contribution of health selection to overall health-related inequalities between high and low status jobs is calculated. RESULTS Women in the private sector who report very good health have a 1.9 [95% CI: 0.275; 3.507] percentage point higher probability of securing a high status job than women in poor self-rated health. This direct selection effect constitutes 20.12% of total health inequalities between women in high and low status jobs. For men in the private and men and women in the public sector no relevant health selection effects were identified. CONCLUSIONS The contribution of health selection to total health inequalities between high and low status jobs varies with gender and public versus private sector. Women in the private sector in Germany experience the strongest health selection. Possible explanations are general occupational disadvantages that women have to overcome to secure high status jobs.
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Affiliation(s)
- H Kröger
- Department of Political and Social Sciences, European University Institute, Florence, Italy; Berlin Graduate School of Social Sciences (BGSS), Humboldt University of Berlin, Berlin, Germany.
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19
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Woodhead C, Aschan L, Lynskey MT, Polling C, Goodwin L, Hatch SL. Exploring evidence for a prospective relationship between common mental disorder and meeting residential mobility preferences. Health Place 2015; 32:19-28. [PMID: 25613455 DOI: 10.1016/j.healthplace.2014.12.013] [Citation(s) in RCA: 10] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Revised: 12/16/2014] [Accepted: 12/24/2014] [Indexed: 11/27/2022]
Abstract
This study investigates evidence of a selective influence of mental health in meeting residential mobility preferences. Data from two waves of Understanding Society (the UK Household Longitudinal Study) were used to identify four preference-mobility groups ('desired stayers', 'entrapped', 'desired movers', 'displaced'). Associations between mental health (symptoms of common mental disorder, CMD) and preference-mobility groups were measured both before and after residential moves. Those identified with CMD at baseline were at greater risk of being both in the 'entrapped' and the 'desired mover' groups, relative to the 'desired stayer' group in the following year. The association between preference-mobility group and subsequent poorer mental health was found among both groups that failed to meet their mobility preferences ('entrapped' and 'displaced'). This study finds evidence for a selective influence of mental health - such that those with poorer mental health are less likely to achieve a desired residential move, and highlights the importance of considering a bidirectional relationship between residential mobility and mental health.
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Affiliation(s)
- Charlotte Woodhead
- King's College London, Psychological Medicine, Institute of Psychiatry, 10 Cutcombe Road, London SE5 9RJ, UK.
| | - Lisa Aschan
- King's College London, Psychological Medicine, Institute of Psychiatry, 10 Cutcombe Road, London SE5 9RJ, UK.
| | - Michael T Lynskey
- King's College London, Addictions, Institute of Psychiatry, 4 Windsor Walk, London SE5 8BB, UK.
| | - Catherine Polling
- King's College London, Psychological Medicine, Institute of Psychiatry, 10 Cutcombe Road, London SE5 9RJ, UK; South London and Maudsley NHS Foundation Trust UK.
| | - Laura Goodwin
- King's College London, Psychological Medicine, Institute of Psychiatry, 10 Cutcombe Road, London SE5 9RJ, UK.
| | - Stephani L Hatch
- King's College London, Psychological Medicine, Institute of Psychiatry, 10 Cutcombe Road, London SE5 9RJ, UK.
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20
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Ro A, Fleischer N. Changes in health selection of obesity among Mexican immigrants: a binational examination. Soc Sci Med 2014; 123:114-24. [PMID: 25462612 DOI: 10.1016/j.socscimed.2014.10.047] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Revised: 10/16/2014] [Accepted: 10/24/2014] [Indexed: 10/24/2022]
Abstract
Health selection is often measured by comparing the health of more recent immigrants to the native born of their new host country. However, this comparison fails to take into account two important factors: (1) that changes in the health profile of sending countries may impact the health of immigrants over time, and (2) that the best comparison group for health selection would be people who remain in the country of origin. Obesity represents an important health outcome that may be best understood by taking into account these two factors. Using nationally-representative datasets from Mexico and the US, we examined differences in obesity-related health selection, by gender, in 2000 and 2012. We calculated prevalence ratios from log-binomial models to compare the risk of obesity among recent immigrants to the US to Mexican nationals with varying likelihood of migration, in order to determine changes in health selection over time. Among men in 2000, we found little difference in obesity status between recent immigrants to the US and Mexican non-migrants. However, in 2012, Mexican men who were the least likely to migrate had higher obesity prevalence than recent immigrants, which may reflect emerging health selection. The trends for women, however, indicated differences in obesity status between recent Mexican immigrants and non-migrants at both time points. In both 2000 and 2012, Mexican national women had significantly higher obesity prevalence than recent immigrant women, with the biggest difference between recent immigrants and Mexican women who were least likely to migrate. There was also indication that selection increased with time for women, as the differences between Mexican nationals and recent immigrants to the US grew from 2000 to 2012. Our study is among the first to use a binational dataset to examine the impact of health selectivity, over time, on obesity.
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Affiliation(s)
- Annie Ro
- UC Irvine, Program in Public Health, Anteater Instruction and Research Building (AIRB), Room 2036, 653 E. Peltason Road, Irvine, CA 92697-3957, USA.
| | - Nancy Fleischer
- Department of Epidemiology and Biostatistics, Arnold School of Public Health University of South Carolina, 915 Greene St, 4th Floor, Columbia, SC 29208, USA
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21
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Elman C, Wray LA, Xi J. Fundamental resource dis/advantages, youth health and adult educational outcomes. Soc Sci Res 2014; 43:108-126. [PMID: 24267756 DOI: 10.1016/j.ssresearch.2013.09.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2012] [Revised: 06/26/2013] [Accepted: 09/01/2013] [Indexed: 06/02/2023]
Abstract
Recent studies find lasting effects of poor youth health on educational attainment but use young samples and narrow life course windows of observation to explore outcomes. We apply a life course framework to three sets of Health and Retirement Study birth cohorts to examine early health status effects on education and skills attainment measured late in life. The older cohorts that we study were the earliest recipients of U.S. policies promoting continuing education through the GI Bill, community college expansions and new credentials such as the GED. We examine a wide range of outcomes but focus on GEDs, postsecondary school entry and adult human capital as job-related training. We find that older U.S. cohorts had considerable exposure to these forms of attainment and that the effects of youth health on them vary by outcome: health selection and ascription group effects are weak or fade, respectively, in outcomes associated with delayed or adult attainment. However, poorer health and social disadvantage in youth and barriers associated with ascription carry forward to limit attainment of key credentials such as diplomas and college degrees. We find that the human capital - health gradient is dynamic and that narrow windows of observation in existing studies miss much of it. National context also matters for studying health-education linkages over the life course.
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Affiliation(s)
- Cheryl Elman
- Department of Sociology, The University of Akron, Akron, OH 44325-1905, United States.
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