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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] [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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Reuter M, Diehl K, Richter M, Sundmacher L, Hövener C, Spallek J, Dragano N. A longitudinal analysis of health inequalities from adolescence to young adulthood and their underlying causes. ADVANCES IN LIFE COURSE RESEARCH 2024; 59:100593. [PMID: 38340523 DOI: 10.1016/j.alcr.2024.100593] [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: 12/26/2022] [Revised: 12/04/2023] [Accepted: 01/08/2024] [Indexed: 02/12/2024]
Abstract
Research suggests that children of low-educated parents face greater health burdens during the passage from adolescence to young adulthood, as they are more likely to become low-educated themselves, establish behavioural and psychosocial disadvantages, or being exposed to unhealthy working conditions. However, studies examining the development and drivers of health inequalities during this particular life stage are limited in number and have produced varied results. This study investigates trajectories of self-rated health and overweight from 14 to 25 years of age, stratified by parental education, and explores the role of potential mediators (educational achievement, health behaviours, psychosocial factors, working conditions). We rely on prospective cohort data from the National Educational Panel Study (NEPS), a representative sample of 14,981 German ninth graders interviewed yearly from 2011 to 2021 (n = 90,096 person-years). First, we estimated random-effects growth curves for self-rated health and overweight over participants' age and calculated the average marginal effect of high versus low parental education. Second, a series of simulation-based mediation analyses were performed to test how much of health inequalities were explained by children's educational attainment (years of school education, years in university), health behaviours (smoking, alcohol, physical inactivity), psychosocial factors (number of grade repetitions, years in unemployment, chronic stress, self-esteem) and working conditions (physical and psychosocial job demands). We accounted for potential confounding by controlling for age, sex, migration background, residential area, household composition, and interview mode. Results show that higher parental education was related to higher self-rated health and lower probabilities of being overweight. Interaction between parental education and age indicated that, after some equalisation in late adolescence, health inequalities increased in young adulthood. Furthermore, educational attainment, health behaviours, psychosocial factors, and early-career working conditions played a significant role in mediating health inequalities. Of the variables examined, the level of school education and years spent in university were particular strong mediating factors. School education accounted for around one-third of the inequalities in self-rated health and one-fifth of the differences in overweight among individuals. Results support the idea that the transition to adulthood is a sensitive period in life and that early socio-economic adversity increases the likelihood to accumulate health disadvantages in multiple dimensions. In Germany, a country with comparatively low educational mobility, intergenerational continuities in class location seem to play a key role in the explanation of health inequalities in youth.
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Affiliation(s)
- Marvin Reuter
- Junior Professorship for Sociology, esp. Work and Health, Department of Sociology, University of Bamberg, Bamberg, Germany.
| | - Katharina Diehl
- Department of Medical Informatics, Biometry and Epidemiology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Matthias Richter
- Chair for Social Determinants of Health, Department of Sport and Health Sciences, Technical University of Munich, Munich, Germany
| | - Leonie Sundmacher
- Chair of Health Economics, Department of Sport and Health Sciences, Technical University of Munich, Munich, Germany
| | - Claudia Hövener
- Department of Epidemiology and Health Monitoring, Robert Koch-Institute, Berlin, Germany
| | - Jacob Spallek
- Department of Public Health, Brandenburg University of Technology Cottbus-Senftenberg, Senftenberg, Germany
| | - Nico Dragano
- Institute of Medical Sociology, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Duesseldorf, Duesseldorf, Germany
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Zhang Y, Lin W, Yi M, Song J, Ding L. Effect of long-term cervical extensor exercise program on functional disability, pain intensity, range of motion, cervical muscle mass, and cervical curvature in young adult population with chronic non-specific neck pain: a randomized controlled trial. J Orthop Surg Res 2024; 19:9. [PMID: 38169407 PMCID: PMC10763386 DOI: 10.1186/s13018-023-04487-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 12/17/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND The prevalence of chronic non-specific neck pain (CNNP) is on the rise among the young adult population. We herein aimed to compare the effects of long-term specific cervical extensor training and stretching exercises on improving this chronic disorder in young adults. METHODS In this prospective, randomized, controlled study, 70 participants aged 18-35 years with CNNP and cervical lordosis loss were included. The participants were assigned to undergo either specific cervical extensor training (observation group) or perform usual stretching exercises (control group). The exercise duration was set at 12 months, with 9 months at the clinic and 3 months at home. The outcome assessments included changes in the neck disability index, visual analog scale from baseline, cervical range of motion (CROM), cross-sectional areas (CSAs) of cervical extensors, and cervical curvature from baseline. The outcome measures were compared between groups at 3, 6, and 12 months of follow-up. RESULTS All 70 participants underwent randomization, and no significant differences in demographics and baseline data were found between the two groups. The observation group showed a greater improvement in neck disability index and visual analog scale scores at the 12-month follow-up than the control group. Additionally, a more substantial increase in CROM and CSAs of cervical extensors was observed in the observation group at the 6-month and 12-month follow-ups (P < 0.05). Although more participants in the observation group achieved cervical lordosis at the 12-month follow-up, the difference was marginally nonsignificant (9% in the control group vs. 28% in the observation group, P = 0.075). CONCLUSIONS In young adults with CNNP, long-term specific cervical extensor training was associated with a more significant clinically meaningful improvement in disability, pain, and CROM than stretching exercises. The increased CSAs of cervical extensors may potentially contribute to the restoration of cervical lordosis. Trial registration The study is registered at the Chinese domestic clinical trial (ChiCTR2000040009) at Chictr.org. The date of registration: November 18, 2020.
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Affiliation(s)
- Yao Zhang
- Department of Spinal Surgery, Beijing Shijitan Hospital, Capital Medical University, No. 10, Tieyi Road, Yangfangdian, Haidian District, Beijing, 10038, People's Republic of China
| | - Wancheng Lin
- Department of Spinal Surgery, Beijing Shijitan Hospital, Capital Medical University, No. 10, Tieyi Road, Yangfangdian, Haidian District, Beijing, 10038, People's Republic of China
| | - Meng Yi
- Department of Spinal Surgery, Beijing Shijitan Hospital, Capital Medical University, No. 10, Tieyi Road, Yangfangdian, Haidian District, Beijing, 10038, People's Republic of China
| | - Jipeng Song
- Department of Spinal Surgery, Beijing Shijitan Hospital, Capital Medical University, No. 10, Tieyi Road, Yangfangdian, Haidian District, Beijing, 10038, People's Republic of China.
| | - Lixiang Ding
- Department of Spinal Surgery, Beijing Shijitan Hospital, Capital Medical University, No. 10, Tieyi Road, Yangfangdian, Haidian District, Beijing, 10038, People's Republic of China.
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Reuter M, Pischke CR, Rigo M, Diehl K, Spallek J, Richter M, Hövener C, Dragano N. Health inequalities among young workers: the mediating role of working conditions and company characteristics. Int Arch Occup Environ Health 2023; 96:1313-1324. [PMID: 37814035 PMCID: PMC10635983 DOI: 10.1007/s00420-023-02010-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 09/24/2023] [Indexed: 10/11/2023]
Abstract
OBJECTIVE Few studies have investigated health inequalities among young workers. The objectives of this study are to assess the extent of health inequalities in a sample of job starters and to explore the contribution of job demands and organisational factors. METHODS We analyze data from the BIBB/BAuA Youth Employment Survey 2012. The cross-sectional survey includes a representative sample of 3214 German employees, apprentices, and trainees aged 15-24 years. Individuals were grouped by their years of schooling into low (< 12 years) and high levels of education (≥ 12 years). Regression analysis estimated the link between education and four health outcomes: self-rated health, number of health events, musculoskeletal symptoms, and mental health problems over the last 12 months. Counterfactual mediation analysis tested for indirect effects of education via working conditions (i.e., physical and psychosocial job demands) and company characteristics (i.e., company size, health prevention measures, financial situation, downsizing). All analyses were adjusted for age, sex, nationality, region, working hours, job tenure, employment relationship, and economic sector. RESULTS Highly educated workers reported better self-rated health (b = 0.24, 95% CI 0.18-0.31) and lower numbers of health events (Rate Ratio (RR) = 0.74, 95% CI 0.67-0.82), musculoskeletal symptoms (RR = 0.73, 95% CI 0.66-0.80) and mental health problems (RR = 0.84, 95% CI 0.76-0.93). Total job demands explained between 21.6% and 87.2% of the educational differences (depending on health outcome). Unfavourable company characteristics were associated with worse health, but showed no or only small mediation effects. CONCLUSIONS Health inequalities are already present at the early working career due to socio-economically stratified working hazards. To enhance prevention measures that aim at reducing inequalities in workplace health, we propose shifting attention towards earlier stages of life.
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Affiliation(s)
- Marvin Reuter
- Junior Professorship for Sociology, esp. Work and Health, Department of Sociology, University of Bamberg, Feldkirchenstraße 21, 96045, Bamberg, Germany.
| | - Claudia R Pischke
- Institute of Medical Sociology, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Duesseldorf, 40225, Duesseldorf, Germany
| | - Mariann Rigo
- Institute of Medical Sociology, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Duesseldorf, 40225, Duesseldorf, Germany
| | - Katharina Diehl
- Department of Medical Informatics, Biometry and Epidemiology, Chair of Epidemiology and Public Health, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054, Erlangen, Germany
| | - Jacob Spallek
- Department of Public Health, Brandenburg University Cottbus-Senftenberg, 01968, Senftenberg, Germany
- Lausitz Center for Digital Public Health, Brandenburg University of Technology Cottbus-Senftenberg, 01968, Senftenberg, Germany
| | - Matthias Richter
- Department of Sport and Health Science, Technical University of Munich, 80992, Munich, Germany
| | - Claudia Hövener
- Unit of Social Determinants of Health, Robert Koch Institute, Nordufer 20, 13353, Berlin, Germany
| | - Nico Dragano
- Institute of Medical Sociology, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Duesseldorf, 40225, Duesseldorf, Germany
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5
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Shareck M, Aubé E, Sersli S. Neighborhood Physical and Social Environments and Social Inequalities in Health in Older Adolescents and Young Adults: A Scoping Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:5474. [PMID: 37107756 PMCID: PMC10139110 DOI: 10.3390/ijerph20085474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 04/05/2023] [Accepted: 04/07/2023] [Indexed: 05/11/2023]
Abstract
Poor health and well-being are prevalent among young people. Neighborhoods may play a role in promoting good health. Little is known on if and how neighborhood characteristics affect health, and social inequalities therein, among young people. In this scoping review, we asked: (1) what features of the neighborhood physical and social environments have been studied in association with the physical and mental health and well-being of young people 15 to 30 years old; and (2) to what extent have social differentials in these associations been studied, and how? We identified peer-reviewed articles (2000 to 2023) through database and snowball searches. We summarized study characteristics, exposure(s), outcome(s) and main findings, with an eye on social inequalities in health. Out of the 69 articles reviewed, most were quantitative, cross-sectional, conducted among 18-year-olds and younger, and focused on the residential neighborhood. Neighborhood social capital and mental health were the most common exposure and outcome studied, respectively. Almost half of the studies examined social inequalities in health, mostly across sex/gender, socioeconomic status, and ethnicity. Evidence gaps remain, which include exploring settings other than residential neighborhoods, studying the older age stratum of young adulthood, and assessing a broader range of social inequalities. Addressing these gaps can support research and action on designing healthy and equitable neighborhoods for young people.
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Affiliation(s)
- Martine Shareck
- Département des Sciences de la Santé Communautaire, Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, 3001 12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
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6
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Jahre H, Grotle M, Smedbråten K, Dunn KM, Øiestad BE. Risk factors for non-specific neck pain in young adults. A systematic review. BMC Musculoskelet Disord 2020; 21:366. [PMID: 32517732 PMCID: PMC7285427 DOI: 10.1186/s12891-020-03379-y] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Accepted: 05/29/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Young adulthood is a sensitive period of life where development of musculoskeletal neck pain may be established and impact future health. The objective of this systematic review was to investigate risk factors for non-specific neck pain in young adults. METHODS Systematic searches were conducted in six databases in September 2019. Prospective cohorts and registry studies including participants in whom the risk factor or the outcome (neck pain) was registered in the ages 18-29 years old were included. The Quality in Prognosis Studies tool was used for quality assessment. A modification of the Grading of Recommendations Assessments, Development and Evaluation was used to assess the overall quality of the evidence. Potential risk factors investigated in more than one study were summarised. RESULTS Searches yielded 4527 articles, of which six matched the eligibility criteria. Fifty-six potential risk factors were investigated in the six studies, covering a broad range of domains. Five risk factors were investigated in more than one study (female sex, body mass index (BMI), physical activity, duration of computer use and perceived stress). Physical activity and BMI showed no association with neck pain, and inconsistent results were found for female sex, duration of daily computer use and perceived stress. Risk of bias was moderate or high in all studies, and the overall quality of evidence was very low. CONCLUSION The studies included many potential risk factors, but none of them showed consistent associations with neck pain. There is a paucity of high-quality studies investigating risk factors for neck pain in young adults.
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Affiliation(s)
- Henriette Jahre
- Department of Physiotherapy, Oslo Metropolitan University, Postboks 4 St. Olavs plass, 0130, Oslo, Norway.
| | - Margreth Grotle
- Department of Physiotherapy, Oslo Metropolitan University, Postboks 4 St. Olavs plass, 0130, Oslo, Norway.,Research and communication unit for musculoskeletal health (FORMI), Clinic for Surgery and Neurology, Oslo University Hospital, Oslo, Norway
| | - Kaja Smedbråten
- Department of Physiotherapy, Oslo Metropolitan University, Postboks 4 St. Olavs plass, 0130, Oslo, Norway
| | - Kate M Dunn
- Primary Care Centre Versus Arthritis, School of Primary, Community and Social Care, Keele University, Keele, UK
| | - Britt Elin Øiestad
- Department of Physiotherapy, Oslo Metropolitan University, Postboks 4 St. Olavs plass, 0130, Oslo, Norway
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7
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Dobewall H, Koivusilta L, Karvonen S, Lindfors P, Kinnunen JM, Vainikainen MP, Rimpelä A. Late start of upper secondary education and health-compromising behaviours among Finnish adolescents-a follow-up study. Eur J Public Health 2020; 30:438-443. [PMID: 31598643 PMCID: PMC7292345 DOI: 10.1093/eurpub/ckz178] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Background The Finnish government has emphasized the need to expedite educational transitions. We study if a late start of upper secondary education is related to health-related selection, namely health-compromising behaviours in adolescence. Methods A large cohort of adolescents from the seventh (12–13 years) and ninth (15–16 years) grades answered online classroom surveys (total n = 10 873). They were followed to the start of upper secondary education, obtained from the Joint Application Registry. We compared those who continued studies directly from the ninth grade with later starters. We measured late bedtime, breakfast not every school day, tooth brushing less than twice-a-day, monthly alcohol consumption, weekly smoking, daily energy drinks, physical activity <6 days/week and excessive screen time. Multilevel logistic regressions and latent class analyses were conducted. Results In gender and school adjusted models in the seventh grade, all behaviours except physical activity predicted the late start. The strongest predictor was smoking, OR = 2.96 (CI = 2.25–3.89). In the ninth grade, smoking, breakfast, tooth brushing and energy drinks, OR = 1.80, (CI = 1.36–2.39, strongest), were predictive. After controlling for sociodemographic background and academic achievement, associations for alcohol and screen time became non-significant in the seventh grade. In the ninth grade, only screen time remained significant, OR = 1.33 (CI = 1.04–1.71). Health-compromising behaviours formed clusters. Belonging to the unhealthy cluster predicted the late start in both grades, in adjusted models only in the seventh grade. Conclusions Students with health-compromising behaviours are less likely to start upper secondary education directly after the compulsory education. This may increase the risk for fragmentary educational trajectories and work careers.
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Affiliation(s)
- Henrik Dobewall
- Faculty of Social Sciences, Unit of Health Sciences, Tampere University, Tampere, Finland.,PERLA-Tampere Centre for Childhood, Youth and Family Research, Tampere University, Tampere, Finland
| | - Leena Koivusilta
- Department of Social Research, Faculty of Social Sciences, Turku, Finland
| | - Sakari Karvonen
- Social Policy Research Unit, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Pirjo Lindfors
- Faculty of Social Sciences, Unit of Health Sciences, Tampere University, Tampere, Finland.,PERLA-Tampere Centre for Childhood, Youth and Family Research, Tampere University, Tampere, Finland
| | - Jaana M Kinnunen
- Faculty of Social Sciences, Unit of Health Sciences, Tampere University, Tampere, Finland.,PERLA-Tampere Centre for Childhood, Youth and Family Research, Tampere University, Tampere, Finland
| | - Mari-Pauliina Vainikainen
- Centre for Educational Assessment, University of Helsinki, Helsinki, Finland.,Faculty of Education and Culture, Tampere University, Tampere, Finland
| | - Arja Rimpelä
- Faculty of Social Sciences, Unit of Health Sciences, Tampere University, Tampere, Finland.,PERLA-Tampere Centre for Childhood, Youth and Family Research, Tampere University, Tampere, Finland.,Department of Adolescent Psychiatry, Tampere University Hospital, Tampere, Finland
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8
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Jin Y, Zhu D, He P. Social causation or social selection? The longitudinal interrelationship between poverty and depressive symptoms in China. Soc Sci Med 2020; 249:112848. [PMID: 32087488 DOI: 10.1016/j.socscimed.2020.112848] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 02/01/2020] [Accepted: 02/08/2020] [Indexed: 11/21/2022]
Abstract
RATIONALE To our knowledge, no prior studies have investigated these bidirectional pathways between poverty and depressive symptoms to identify potential mechanisms. OBJECTIVE This study aimed to investigate the interrelationship between poverty and depressive symptoms by examining two causal theories: social causation, which claims that the condition of poverty causes mental health disorders, and social selection, which suggests that those with poor mental health are more likely to drift into poverty. METHOD We obtained data from 17,250 adults aged 45 years or above from the China Health and Retirement Longitudinal Studies, first conducted in 2011-2012. Participants were tracked for 4 years, with baseline measurements taken as well as two 2-year follow-up visits. Structural equation models were used to examine the pathways in two directions at baseline, 2-year follow-up and 4-year follow-up. RESULTS We found significant total effects and indirect effects of poverty on depressive symptoms at baseline, which were mediated through deterioration of household living conditions, decrease in social participation, and decline in life satisfaction. In the opposite direction, depressive symptoms directly led individuals to drift into poverty at baseline and at follow-up. CONCLUSIONS This study suggested that social causation and social selection may operate concurrently. Proactive interventions, especially ones focusing on modifiable protective factors that our findings identified as mediators in the link between poverty and depression, are urgently needed to break the vicious cycle of poverty and depression and create a virtuous cycle of increasing returns.
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Affiliation(s)
- Yinzi Jin
- Department of Global Health, School of Public Health, Peking University, 38 Xue Yuan Road, Haidian District, Beijing, 100191, China
| | - Dawei Zhu
- China Center for Health Development Studies, Peking University, 38 Xue Yuan Road, Haidian District, Beijing, 100191, China.
| | - Ping He
- China Center for Health Development Studies, Peking University, 38 Xue Yuan Road, Haidian District, Beijing, 100191, China.
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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: 0.8] [Reference Citation Analysis] [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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Weinberg D, Stevens GWJM, Duinhof EL, Finkenauer C. Adolescent Socioeconomic Status and Mental Health Inequalities in the Netherlands, 2001-2017. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:E3605. [PMID: 31561487 PMCID: PMC6801857 DOI: 10.3390/ijerph16193605] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 09/12/2019] [Accepted: 09/24/2019] [Indexed: 01/01/2023]
Abstract
Even in wealthy countries there are substantial socioeconomic inequalities in adolescent mental health. Socioeconomic status (SES) indicators-parental SES, adolescent subjective SES and adolescent educational level-are negatively associated with adolescent mental health problems, but little is known about the interplay between these SES indicators and whether associations have changed over time. Using data from the Dutch Health Behaviour in School-Aged Children (HBSC) studies (n = 27,020) between 2001 and 2017, we examined associations between three SES indicators and six indicators of adolescent mental health problems. Linear regressions revealed that adolescent subjective SES and adolescent educational level were independently negatively associated with adolescent mental health problems and positively associated with adolescent life satisfaction, but parental SES had negligible independent associations with adolescent mental health problems and life satisfaction. However, when interactions between SES indicators were considered, high adolescent subjective SES was shown to buffer the negative association between parental SES and adolescent mental health problems and the positive association between parental SES and life satisfaction. Despite societal changes between 2001 and 2017, socioeconomic inequalities in adolescent mental health were stable during this period. Findings suggest that all three SES indicators-parental SES, adolescent subjective SES and adolescent educational level-are important for studying socioeconomic inequalities in adolescent mental health.
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Affiliation(s)
- Dominic Weinberg
- Department of Interdisciplinary Social Science, Faculty of Social and Behavioural Sciences, Utrecht University, Utrecht 3584 CH, The Netherlands.
| | - Gonneke W J M Stevens
- Department of Interdisciplinary Social Science, Faculty of Social and Behavioural Sciences, Utrecht University, Utrecht 3584 CH, The Netherlands.
| | - Elisa L Duinhof
- Department of Interdisciplinary Social Science, Faculty of Social and Behavioural Sciences, Utrecht University, Utrecht 3584 CH, The Netherlands.
| | - Catrin Finkenauer
- Department of Interdisciplinary Social Science, Faculty of Social and Behavioural Sciences, Utrecht University, Utrecht 3584 CH, The Netherlands.
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam 1081 BT, The Netherlands.
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Socioeconomic position and depression in South African adults with long-term health conditions: a longitudinal study of causal pathways. Epidemiol Psychiatr Sci 2019; 28:199-209. [PMID: 28805174 PMCID: PMC6998924 DOI: 10.1017/s2045796017000427] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
AIMS There is convincing evidence that lower socioeconomic position is associated with increased risk of mental disorders. However, the mechanisms involved are not well understood. This study aims to elucidate the causal pathways between socioeconomic position and depression symptoms in South African adults. Two possible causal theories are examined: social causation, which suggests that poor socioeconomic conditions cause mental ill health; and social drift, which suggests that those with poor mental health are more likely to drift into poor socioeconomic circumstances. METHODS The study used longitudinal and cross-sectional observational data on 3904 adults, from a randomised trial carried out in 38 primary health care clinics between 2011 and 2012. Structural equation models and counterfactual mediation analyses were used to examine causal pathways in two directions. First, we examined social causation pathways, with language (a proxy for racial or ethnic category) being treated as an exposure, while education, unemployment, income and depression were treated as sequential mediators and outcomes. Second, social drift was explored with depression treated as a potential influence on health-related quality of life, job loss and, finally, income. RESULTS The results suggest that the effects of language on depression at baseline, and on changes in depression during follow-up, were mediated through education and income but not through unemployment. Adverse effects of unemployment and job loss on depression appeared to be mostly mediated through income. The effect of depression on decreasing income appeared to be mediated by job loss. CONCLUSIONS These results suggest that both social causation and social selection processes operate concurrently. This raises the possibility that people could get trapped in a vicious cycle in which poor socioeconomic conditions lead to depression, which, in turn, can cause further damage to their economic prospects. This study also suggests that modifiable factors such as income, employment and treatable depression are suitable targets for intervention in the short to medium term, while in the longer term reducing inequalities in education will be necessary to address the deeply entrenched inequalities in South Africa.
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Green MJ, Popham F. Interpreting mutual adjustment for multiple indicators of socioeconomic position without committing mutual adjustment fallacies. BMC Public Health 2019; 19:10. [PMID: 30606167 PMCID: PMC6319005 DOI: 10.1186/s12889-018-6364-y] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Accepted: 12/21/2018] [Indexed: 11/10/2022] Open
Abstract
Research into the effects of Socioeconomic Position (SEP) on health will sometimes compare effects from multiple, different measures of SEP in "mutually adjusted" regression models. Interpreting each effect estimate from such models equivalently as the "independent" effect of each measure may be misleading, a mutual adjustment (or Table 2) fallacy. We use directed acyclic graphs (DAGs) to explain how interpretation of such models rests on assumptions about the causal relationships between those various SEP measures. We use an example DAG whereby education leads to occupation and both determine income, and explain implications for the interpretation of mutually adjusted coefficients for these three SEP indicators. Under this DAG, the mutually adjusted coefficient for education will represent the direct effect of education, not mediated via occupation or income. The coefficient for occupation represents the direct effect of occupation, not mediated via income, or confounded by education. The coefficient for income represents the effect of income, after adjusting for confounding by education and occupation. Direct comparisons of mutually adjusted coefficients are not comparing like with like. A theoretical understanding of how SEP measures relate to each other can influence conclusions as to which measures of SEP are most important. Additionally, in some situations adjustment for confounding from more distal SEP measures (like education and occupation) may be sufficient to block unmeasured socioeconomic confounding, allowing for greater causal confidence in adjusted effect estimates for more proximal measures of SEP (like income).
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Affiliation(s)
- Michael J. Green
- MRC/CSO Social & Public Health Sciences Unit, 200 Renfield Street, Glasgow, G2 3AX UK
| | - Frank Popham
- MRC/CSO Social & Public Health Sciences Unit, 200 Renfield Street, Glasgow, G2 3AX UK
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13
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Finkel D, Ernsth Bravell M. Cohort by Education Interactions in Longitudinal Changes in Functional Abilities. J Aging Health 2018; 32:208-215. [PMID: 30466342 DOI: 10.1177/0898264318814108] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective: Investigations of cohort differences in relationships between education and health tend to focus on mortality or self-reported health. We report one of the first analyses of cohort differences in relationships between education and objective measures of functional abilities across the lifespan. Method: Up to 26 years of follow-up data were available from 859 adults from the Swedish Adoption/Twin Study of Aging. The sample was divided into two cohorts by birth year: 1900-1924 and 1925-1948. Latent growth curve models (LGCM) were compared across cohort and educational levels. Results: LGCM indicated divergence between adults with lower and higher educational attainment in longitudinal trajectories of change with age in the Balance and Flexibility factors for the later born cohort only. Discussion: Results support the cumulative advantage theory and suggest that education-health disparities are increasing in recent cohorts, even in counties with national health care systems and strong support of education.
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Affiliation(s)
- Deborah Finkel
- Indiana University Southeast, New Albany, USA.,Jönköping University, Sweden
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Silwal S, Dybdahl R, Chudal R, Sourander A, Lien L. Psychiatric symptoms experienced by adolescents in Nepal following the 2015 earthquakes. J Affect Disord 2018; 234:239-246. [PMID: 29549825 DOI: 10.1016/j.jad.2018.03.002] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Revised: 02/16/2018] [Accepted: 03/04/2018] [Indexed: 11/16/2022]
Abstract
BACKGROUND In 2015, Nepal was hit by two major earthquakes, which caused 8900 deaths and displaced more than 450,000 people. We assessed the prevalence of post-traumatic stress symptoms (PTSS) and depressive symptoms and explored potential risk factors among adolescents. METHODS This cross-sectional study comprised 893 students aged 11-17 in school grades 7-10. They lived in two districts affected by the earthquakes: Sindhupalchok and Kathmandu. Psychiatric symptoms were assessed using Child PTSD symptom scale and Depression Self-Rating Scale. Multiple logistic regression analysis examined the associations between demographic, earthquake-related factors and psychiatric symptoms. RESULTS The prevalence of PTSS in the Sindhupalchok and Kathmandu districts were 39.5% and 10.7%, and depression symptoms were 40.4% and 23.2% respectively. The moderating effect of gender on the relationship between age and PTSS was significant. In the multivariate logistic analyses, the factors associated with PTSS and depression were: being female, prior exposure to trauma and being directly affected by the earthquakes. LIMITATIONS Due to the lack of pre-earthquake prevalence rates, our estimates may have been due to chronic long-lasting problems of poverty and lack of access to physical and mental health services. The use of self-reported questionnaires might have overestimated the prevalence rates compared to psychiatric interviews. CONCLUSIONS One year after the earthquakes, adolescents living in Sindhupalchok had a higher prevalence of PTSS and depressive symptoms than those living in Kathmandu. Socio-economic and earthquake-related factors were associated with psychiatric outcomes. The findings indicate the need for early psychosocial interventions, prevention and future research after emergency relief.
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Affiliation(s)
- Sanju Silwal
- Univeristy of Turku, Research Centre for Child Psychiatry, Turku, Finland.
| | - Ragnhild Dybdahl
- Oslo and Akershus University College of Applied Sciences, Department of Social Work, Child Welfare and Social Policy, Oslo, Norway
| | - Roshan Chudal
- Univeristy of Turku, Research Centre for Child Psychiatry, Turku, Finland
| | - Andre Sourander
- Univeristy of Turku, Research Centre for Child Psychiatry, Turku, Finland; Department of Child Psychiatry, Turku University Hospital, Turku, Finland
| | - Lars Lien
- Norwegian National Advisory Unit on Concurrent Substance Abuse and Mental Health Disorders, Innlandet Hospital Trust, Brumunddal, Norway; Department of public health, Inland Norway University of Applied Sciences, Elverum, Norway
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Robertson PJ. The casualties of transition: the health impact of NEET status and some approaches to managing it. BRITISH JOURNAL OF GUIDANCE & COUNSELLING 2018. [DOI: 10.1080/03069885.2018.1455168] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
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16
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Timing of poverty in childhood and adolescent health: Evidence from the US and UK. Soc Sci Med 2017; 197:136-143. [PMID: 29232621 PMCID: PMC5777828 DOI: 10.1016/j.socscimed.2017.12.004] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Revised: 11/22/2017] [Accepted: 12/05/2017] [Indexed: 12/26/2022]
Abstract
Childhood poverty is associated with poorer adolescent health and health behaviours, but the importance of the timing of poverty remains unclear. There may be critical or sensitive periods in early life or early adolescence, or poverty may have cumulative effects throughout childhood. Understanding when poverty is most important can support efficient timing of interventions to raise family income or buffer against the effects of low income, but answers may vary across social contexts. The US and the UK are a useful comparison with similar liberal approaches to cash transfers, but very different approaches to healthcare provision. Utilising data from large population studies in the US (n = 9408; born 1979–1996) and UK (n = 1204; born 1991–1997), this study employs a structured life course approach to compare competing hypotheses about the importance of the timing or pattern of childhood exposure to poverty in predicting adolescent health limitations, symptoms of psychiatric distress, and smoking at age 16 (age 15/16 in US). Household income histories identified experience of poverty (measured as <60% of the national median equivalised income for a given year) in early life (ages 0–5), mid-childhood (ages 6–10) and early adolescence (ages 11–15). The Bayesian Information Criterion (BIC) compared fit across models with variables representing different life course patterns of exposure to poverty. Adolescent distress was not associated with poverty in either country. In both countries, however, variables representing cumulative or persistent experiences of poverty exhibited optimal fit of all poverty exposure variables in predicting adolescent smoking and health limitations. There was also evidence of an early life sensitive period for smoking in the US. Poverty was more persistent in the US, but associations between poverty and outcomes were consistent across countries. Although poverty can have cumulative effects on health and behaviour, early interventions may offer the best long-term protection. Poverty in childhood was associated with adolescent smoking and health limitations. Poverty in childhood was not associated with adolescent mental health. Indicators of cumulative or persistent poverty best predicted adolescent outcomes. Poverty was more persistent in the US than the UK. Poverty showed similar associations with adolescent health in the US and UK.
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Elhakeem A, Hardy R, Bann D, Caleyachetty R, Cosco TD, Hayhoe RP, Muthuri SG, Wilson R, Cooper R. Intergenerational social mobility and leisure-time physical activity in adulthood: a systematic review. J Epidemiol Community Health 2016; 71:673-680. [PMID: 27979970 PMCID: PMC5485757 DOI: 10.1136/jech-2016-208052] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Revised: 11/03/2016] [Accepted: 11/24/2016] [Indexed: 01/08/2023]
Abstract
Aim To systematically review the association between intergenerational social mobility and leisure-time physical activity (LTPA) in adulthood, in order to assess all published evidence relating to the hypothesis that adults socially mobile between childhood and adulthood will have different levels of LTPA than those in the same socioeconomic group across life. Methods A systematic review was carried out following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Studies were identified by searching databases (MEDLINE, Embase, PsycINFO) and reference lists. Eligible studies examined associations between any indicator of social mobility, based on at least one measure of parental socioeconomic position (SEP) and one measure of own adult SEP, and LTPA in adulthood. Results 13 studies comprising a total of 44 000 participants from the UK, Finland, Sweden, Australia, USA and Brazil were included. Participants were aged 16–70 years and were from population-based surveys, occupational cohorts and primary care registries. Most studies (n=9) used occupational class measures to identify social mobility; education (n=4) and income (n=1) were also used. There was consistent evidence in nine of the 13 studies that stable high socioeconomic groups tended to report the highest levels of participation in LTPA and stable low socioeconomic groups the lowest. Upward and downwardly mobile groups participated in LTPA at levels between these stable groups. Conclusions Cumulative exposure to higher SEP in childhood and adulthood was associated with higher LTPA in adulthood. Thus, a potential outcome of policies and interventions which aim to minimise exposure to socioeconomic adversity may be increased LTPA among adults. Trial registration number CRD42016036538.
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Affiliation(s)
- Ahmed Elhakeem
- MRC Unit for Lifelong Health and Ageing at UCL, London, UK
| | - Rebecca Hardy
- MRC Unit for Lifelong Health and Ageing at UCL, London, UK
| | - David Bann
- Centre for Longitudinal Studies, UCL Institute of Education, London, UK
| | | | | | - Richard Pg Hayhoe
- Department of Population Health and Primary Care, Norwich Medical School, University of East Anglia, Norwich, UK
| | | | - Rebecca Wilson
- MRC Unit for Lifelong Health and Ageing at UCL, London, UK
| | - Rachel Cooper
- MRC Unit for Lifelong Health and Ageing at UCL, London, UK
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Landstedt E, Brydsten A, Hammarström A, Virtanen P, Almquist YB. The role of social position and depressive symptoms in adolescence for life-course trajectories of education and work: a cohort study. BMC Public Health 2016; 16:1169. [PMID: 27863527 PMCID: PMC5116205 DOI: 10.1186/s12889-016-3820-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 11/04/2016] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND While a vast amount of studies confirm the social reproduction of class and status from one generation to the next, less is known about the role of health in the child generation for these processes. Research has shown that particularly mental distress in adolescence is important for future life chances. This study aimed to examine the importance of parental socioeconomic position and depressive symptoms in youth for life-course trajectories of education and labour market attachment among men and women. METHODS Based on four waves of questionnaire data from the Northern Swedish Cohort (n = 1,001), consisting of individuals born in 1965, three steps of gender-separate analyses were undertaken. First, the individual trajectories of education and labour market attachment from age 18 to 42 were mapped through sequence analysis. Second, cluster analysis was used to identify typical trajectories. Third, two indicators of parental socioeconomic position - occupational class and employment status - and depressive symptoms at age 16 were used in multinomial regression analyses to predict adult life-course trajectories. RESULTS Four typical trajectories were identified for men, of which three were characterised by stable employment and various lengths of education, and the fourth reflected a more unstable situation. Among women, five trajectories emerged, characterised by more instability compared to men. Low parental occupational class and unemployment were significantly associated with a higher risk of ending up in less advantaged trajectories for men while, for women, this was only the case for occupational class. Youth levels of depressive symptoms did not significantly differ across the trajectories. CONCLUSIONS This study found support for the intergenerational reproduction of social position, particularly when measured in terms of parental occupational class. Youth depressive symptoms did not show clear differences across types of trajectories, subsequently impeding such symptoms to trigger any selection processes. While this could be a consequence of the specific framework of the current study, it may also suggest that depressive symptoms in youth are not a root cause for the more complex processes through which how social position develops across life. The possible impact of welfare and labour market policies is discussed.
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Affiliation(s)
- Evelina Landstedt
- Department of Public Health and Clincial Medicine, Epidemiology and Global Health, Umeå University, Umeå, Sweden
| | - Anna Brydsten
- Department of Public Health and Clincial Medicine, Epidemiology and Global Health, Umeå University, Umeå, Sweden
| | - Anne Hammarström
- Department of Public Health and Clincial Medicine, Epidemiology and Global Health, Umeå University, Umeå, Sweden
- Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
| | - Pekka Virtanen
- School of Health Sciences, University of Tampere, Tampere, Finland
| | - Ylva B. Almquist
- Centre for Health Equity Studies (CHESS) Stockholm University/Karolinska Institutet, Stockholm, Sweden
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