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Lu W, Stefler D, Sanchez-Niubo A, Haro JM, Marmot M, Bobak M. The associations of physical incapacity and wealth with remaining in paid employment after age 60 in five middle-income and high-income countries. AGEING & SOCIETY 2023; 43:2994-3017. [PMID: 38389519 PMCID: PMC10881199 DOI: 10.1017/s0144686x22000265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Previous studies on health and socioeconomic determinants of later-life labour force participation have mainly come from high-income European countries and the United States of America (USA). Findings vary between studies due to different measures of socioeconomic status and labour force outcomes. This study investigated longitudinal associations of physical incapacity and wealth with remaining in paid employment after age 60 in middle- and high-income countries. Using harmonised cohort data in the USA, England, Japan, Mexico and China (N=32,132), multilevel logistic regression was applied for main associations. The age-related probabilities of remaining in paid employment by physical incapacity and wealth were estimated using marginal effects. This study found that physical incapacity predicted lower odds of remaining in paid employment in each country. Wealth was associated with higher odds of remaining in paid employment in the USA, England, and Japan, but not in Mexico. Probabilities of remaining in paid employment were high in Mexico but low in China. The absolute difference in the probability of remaining in paid employment between the richest and the poorest groups was greater in the USA than that in any other country. In the USA, England and Japan, the inverse association between physical incapacity and remaining in paid employment could be partially compensated by wealth only when physical incapacity was not severe. National policies, including considering older adults' changing capacities for job placement and prioritising the provision of supportive services for socioeconomically disadvantaged older adults, developing pathways for informal workers to access social security and pension coverage, and encouraging employers to hire socioeconomically disadvantaged older workers and enhancing their employability, could be facilitated. Future studies, such as exploring health and socioeconomic determinants of remaining in part-time and full-time paid employment separately in more countries, and the moderating effects of relevant policies on these associations, are needed.
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Affiliation(s)
- Wentian Lu
- Research Department of Epidemiology and Public Health, University College London, London, United Kingdom
| | - Denes Stefler
- Research Department of Epidemiology and Public Health, University College London, London, United Kingdom
| | - Albert Sanchez-Niubo
- Research, Innovation and Teaching Unit, Parc Sanitari Sant Joan de Déu, Sant Boi de Llobregat, Spain
- Centro de Investigación Biomédica en Red de Salud Mental, CIBERSAM, Madrid, Spain
- Department of Social Psychology and Quantitative Psychology, University of Barcelona, Barcelona, Spain
| | - Josep Maria Haro
- Research, Innovation and Teaching Unit, Parc Sanitari Sant Joan de Déu, Sant Boi de Llobregat, Spain
- Centro de Investigación Biomédica en Red de Salud Mental, CIBERSAM, Madrid, Spain
- Department of Medicine, Universitat de Barcelona, Barcelona, Spain
| | - Michael Marmot
- Research Department of Epidemiology and Public Health, University College London, London, United Kingdom
| | - Martin Bobak
- Research Department of Epidemiology and Public Health, University College London, London, United Kingdom
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Pająk A, Polak M, Kozela M, Doryńska A, Bobak M. Trajectories in physical functioning at older age in relation to childhood and adulthood SES and social mobility: a population-based cohort study. Front Public Health 2023; 11:1228920. [PMID: 37744505 PMCID: PMC10513394 DOI: 10.3389/fpubh.2023.1228920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 08/21/2023] [Indexed: 09/26/2023] Open
Abstract
Introduction Older age is associated with the deterioration of physical functioning (PF), and low PF is strongly related to poor quality of life among older people. We conducted a study to examine the trajectories of PF between middle and old age, considering sex differences as well as the association between socioeconomic status (SES) at different life stages and changes in PF. Methods We analyzed data from the Polish arm of the HAPIEE (Health, Alcohol and Psychosocial factors In Eastern Europe) study, including 1,116 men and 1,178 women aged 45-64 years at baseline. Adult and childhood SES and social mobility were assessed using a retrospectively focused questionnaire. PF was assessed using the 10-question SF-36 scale at baseline examination, face-to-face re-examination, and three postal surveys, covering up to 20 years (on average, 18 years). We employed Generalized Estimating Equations models to assess changes in PF scores over time and compare PF trajectories across different SES categories. Results After adjusting for age and other covariates, we found that, in both sexes, participants with always middle or high SES, as well as those who reported upward mobility, had higher PF scores at baseline compared to those with always low SES. A decline in PF between middle and old age was observed in all SES groups; however, the decline was slower in participants with always middle or high SES compared to those with always low SES. Conclusion This cohort study revealed that lower SES and downward social mobility were cross-sectionally associated with poorer PF, while upward social mobility seemed to largely reverse the effect of low childhood SES. In addition to the cross-sectional associations observed at baseline, advantaged SES was also significantly associated with a slower decline in PF over an 18-year follow-up period.
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Affiliation(s)
- Andrzej Pająk
- Department of Epidemiology and Population Studies, Faculty of Health Sciences, Institute of Public Health, Jagiellonian University Medical College, Krakow, Poland
| | - Maciej Polak
- Department of Epidemiology and Population Studies, Faculty of Health Sciences, Institute of Public Health, Jagiellonian University Medical College, Krakow, Poland
| | - Magdalena Kozela
- Department of Epidemiology and Population Studies, Faculty of Health Sciences, Institute of Public Health, Jagiellonian University Medical College, Krakow, Poland
| | - Agnieszka Doryńska
- Department of Epidemiology, Cardiovascular Disease Prevention and Health Promotion, National Institute of Cardiology, Warsaw, Poland
| | - Martin Bobak
- Research Centre for Toxic Compounds in the Environment (RECETOX), Masaryk University, Brno, Czechia
- Research Department of Epidemiology and Public Health, University College London, London, United Kingdom
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Cermakova P, Pikhart H, Ruiz M, Kubinova R, Bobak M. Socioeconomic position in childhood and depressive symptoms in later adulthood in the Czech Republic. J Affect Disord 2020; 272:17-23. [PMID: 32379611 DOI: 10.1016/j.jad.2020.03.099] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 01/29/2020] [Accepted: 03/28/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND Depression risk may partly originate from socioeconomic hardship in childhood. We investigated the association of childhood socioeconomic position with depressive symptoms in later adulthood in a Central and Eastern European country. METHODS We analyzed data from the Czech arm of the Health, Alcohol and Psychosocial factors In Eastern Europe (HAPIEE) study. We estimated the associations of three indicators of childhood socioeconomic position (access to household amenities at age of 10 years, father´s education and mother´s education) with high depressive symptoms, operationalized as ≥16 points on the Center for Epidemiological Studies - Depression 20 scale, controlling for age and sex, current socioeconomic position and other social and health-related factors. RESULTS The analytical sample included 4,213 individuals (mean age 58 years, 54% women). All three indicators of childhood socioeconomic position were inversely associated with depressive symptoms in age-sex adjusted models (p for trends: access to household amenities p<0.001; mother´s education p<0.001; father´s education p=0.03). Adjustment for current socioeconomic position attenuated the associations of depressive symptoms with access to household amenities (p for trend 0.04) and mother´s education (p for trend 0.05) and virtually eliminated the association with father´s education (p for trend 0.82). LIMITATIONS Individuals with higher depressive symptoms and more adverse socioeconomic position are likely to be underrepresented in the study sample. Data on childhood socioeconomic position may be reported inaccurately. CONCLUSIONS Socioeconomic hardship in childhood may have long-lasting consequences on mental health in later adulthood.
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Affiliation(s)
- Pavla Cermakova
- National Institute of Mental Health, Klecany, Czech Republic; Third Faculty of Medicine, Charles University, Prague, Czech Republic; Second Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Hynek Pikhart
- University College London, Research Department of Epidemiology and Public Health, London, United Kingdom
| | - Milagros Ruiz
- University College London, Research Department of Epidemiology and Public Health, London, United Kingdom; Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | | | - Martin Bobak
- University College London, Research Department of Epidemiology and Public Health, London, United Kingdom.
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Gańczak M, Miazgowski T, Kożybska M, Kotwas A, Korzeń M, Rudnicki B, Nogal T, Andrei CL, Ausloos M, Banach M, Brazinova A, Constantin MM, Dubljanin E, Herteliu C, Hostiuc M, Hostiuc S, Jakovljevic M, Jozwiak JJ, Kissimova-Skarbek K, Król ZJ, Mestrovic T, Miazgowski B, Milevska Kostova N, Naghavi M, Negoi I, Negoi RI, Pana A, Rubino S, Sekerija M, Sierpinski R, Szponar L, Topor-Madry R, Vujcic IS, Widecka J, Widecka K, Wojtyniak B, Zadnik V, Kopec JA. Changes in disease burden in Poland between 1990-2017 in comparison with other Central European countries: A systematic analysis for the Global Burden of Disease Study 2017. PLoS One 2020; 15:e0226766. [PMID: 32119685 PMCID: PMC7051048 DOI: 10.1371/journal.pone.0226766] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Accepted: 12/03/2019] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Systematic collection of mortality/morbidity data over time is crucial for monitoring trends in population health, developing health policies, assessing the impact of health programs. In Poland, a comprehensive analysis describing trends in disease burden for major conditions has never been published. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) provides data on the burden of over 300 diseases in 195 countries since 1990. We used the GBD database to undertake an assessment of disease burden in Poland, evaluate changes in population health between 1990-2017, and compare Poland with other Central European (CE) countries. METHODS The results of GBD 2017 for 1990 and 2017 for Poland and CE were used to assess rates and trends in years of life lost (YLLs), years lived with disability (YLDs), disability-adjusted life years (DALYs). Data came from cause-of-death registration systems, population health surveys, disease registries, hospitalization databases, and the scientific literature. Analytical approaches have been used to adjust for missing data, errors in cause-of-death certification, and differences in data collection methodology. Main estimation strategies were ensemble modelling for mortality and Bayesian meta-regression for disability. RESULTS Between 1990-2017, age-standardized YLL rates for all causes declined in Poland by 46.0% (95% UI: 43.7-48.2), YLD rates declined by 4.0% (4.2-4.9), DALY rates by 31.7% (29.2-34.4). For both YLLs and YLDs, greater relative declines were observed for females. There was a large decrease in communicable, maternal, neonatal, and nutritional disease DALYs (48.2%; 46.3-50.4). DALYs due to non-communicable diseases (NCDs) decreased slightly (2.0%; 0.1-4.6). In 2017, Poland performed better than CE as a whole (ranked fourth for YLLs, sixth for YLDs, and fifth for DALYs) and achieved greater reductions in YLLs and DALYs than most CE countries. In 2017 and 1990, the leading cause of YLLs and DALYs in Poland and CE was ischaemic heart disease (IHD), and the leading cause of YLDs was low back pain. In 2017, the top 20 causes of YLLs and YLDs in Poland and CE were the same, although in different order. In Poland, age-standardized DALYs from neonatal causes, other cardiovascular and circulatory diseases, and road injuries declined substantially between 1990-2017, while alcohol use disorders and chronic liver diseases increased. The highest observed-to-expected ratios were seen for alcohol use disorders for YLLs, neonatal sepsis for YLDs, and falls for DALYs (3.21, 2.65, and 2.03, respectively). CONCLUSIONS There was relatively little geographical variation in premature death and disability in CE in 2017, although some between-country differences existed. Health in Poland has been improving since 1990; in 2017 Poland outperformed CE as a whole for YLLs, YLDs, and DALYs. While the health gap between Poland and Western Europe has diminished, it remains substantial. The shift to NCDs and chronic disability, together with marked between-gender health inequalities, poses a challenge for the Polish health-care system. IHD is still the leading cause of disease burden in Poland, but DALYs from IHD are declining. To further reduce disease burden, an integrated response focused on NCDs and population groups with disproportionally high burden is needed.
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Affiliation(s)
- Maria Gańczak
- Department of Infectious Diseases, Institute of Medical Sciences, Zielona Góra University, Zielona Góra, Poland
| | - Tomasz Miazgowski
- Department of Propedeutics of Internal Diseases, Pomeranian Medical University, Szczecin, Poland
| | - Marta Kożybska
- Department of Medical Law of the Social Medicine Chair, Pomeranian Medical University in Szczecin, Faculty of Health Sciences, Szczecin, Poland
| | - Artur Kotwas
- Department of Public Health, Pomeranian Medical University, Faculty of Health Sciences, Szczecin, Poland
| | - Marcin Korzeń
- Department of Methods of Artificial Intelligence and Applied Mathematics, West Pomeranian University of Technology, Szczecin, Poland
| | - Bartosz Rudnicki
- Healthcare Management and Administration, Faculty of Health Sciences, Pomeranian Medical University, Szczecin, Poland
| | - Tomasz Nogal
- Healthcare Management and Administration, Faculty of Health Sciences, Pomeranian Medical University, Szczecin, Poland
| | | | - Marcel Ausloos
- School of Business, University of Leicester, Leicester, England, United Kingdom
- Department of Statistics and Econometrics, Bucharest University of Economic Studies, Bucharest, Romania
| | - Maciej Banach
- Department of Hypertension, Medical University of Lodz, Lodz, Poland
- Mothers’ Memorial Hospital Research Institute, Lodz, Poland
| | - Alexandra Brazinova
- Institute of Epidemiology, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| | - Maria-Magdalena Constantin
- IInd Department of Dermatology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- IInd Department of Dermatology, Colentina Clinical Hospital, Bucharest, Romania
| | | | - Claudiu Herteliu
- Department of Statistics and Econometrics, Bucharest University of Economic Studies, Bucharest, Romania
| | - Mihaela Hostiuc
- Department of General Surgery, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Department of Internal Medicine, Bucharest Emergency Hospital, Bucharest, Romania
| | - Sorin Hostiuc
- Department of Legal Medicine and Bioethics, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Department of Clinical Legal Medicine, National Institute of Legal Medicine Mina Minovici, Bucharest, Romania
| | - Mihajlo Jakovljevic
- N.A. Semashko Department of Public Health and Healthcare, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Jacek Jerzy Jozwiak
- Department of Family Medicine and Public Health, University of Opole, Opole, Poland
- Faculty of Medicine and Health Sciences, University of Opole, Opole, Poland
| | | | - Zbigniew J. Król
- Data and Analyses Department, Ministry of Health, Warsaw, Poland
| | - Tomislav Mestrovic
- Clinical Microbiology and Parasitology Unit, Dr. Zora Profozic Polyclinic, Zagreb, Croatia
- University Centre Varazdin, University North, Varazdin, Croatia
| | - Bartosz Miazgowski
- Center for Innovation in Medical Education, Pomeranian Medical University, Szczecin, Poland
| | - Neda Milevska Kostova
- Department of Health Policy and Management, Centre for Regional Policy Research and Cooperation ‘Studiorum’, Skopje, Macedonia
| | - Mohsen Naghavi
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, United States of America
- Department of Health Metrics Sciences, School of Medicine, University of Washington, Seattle, WA, United States of America
| | - Ionut Negoi
- Department of General Surgery, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- General Surgery Department, Emergency Hospital of Bucharest, Bucharest, Romania
| | - Ruxandra Irina Negoi
- Anatomy and Embryology Department, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Department of Cardiology, Cardio-Aid, Bucharest, Romania
| | - Adrian Pana
- Department of Statistics and Econometrics, Bucharest University of Economic Studies, Bucharest, Romania
- Department of Health Outcomes, Center for Health Outcomes & Evaluation, Bucharest, Romania
| | - Salvatore Rubino
- Department of Biomedical Sciences, Università degli Studi di Sassari, Sassari, Italy
| | - Mario Sekerija
- Department of Medical Statistics, Epidemiology and Medical Informatics, School of Medicine, University of Zagreb, Zagreb, Croatia
- Croatian Institute of Public Health, Zagreb, Croatia
| | - Radoslaw Sierpinski
- Polish Medical Research Agency, Warsaw, Poland
- Department of Arrhythmias, Cardinal Wyszynski National Institute of Cardiology, Warsaw, Poland
| | | | - Roman Topor-Madry
- Institute of Public Health, Jagiellonian University Medical College, Krakow, Poland
- Agency for Health Technology Assessment and Tariff System, Warsaw, Poland
| | | | - Justyna Widecka
- Zdroje Hospital, Pomeranian Medical University, Szczecin, Poland
| | | | - Bogdan Wojtyniak
- Department of Population Health Monitoring and Analysis, National Institute of Public Health, Warsaw, Poland
| | - Vesna Zadnik
- Epidemiology and Cancer Registry Sector, Institute of Oncology Ljubljana, Ljubljana, Slovenia
| | - Jacek A. Kopec
- University of British Columbia, Vancouver, BC, Canada
- Arthritis Research Canada, Richmond, BC, Canada
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Stefler D, Hu Y, Malyutina S, Pajak A, Kubinova R, Peasey A, Pikhart H, Rodriguez-Artalejo F, Bobak M. Mediterranean diet and physical functioning trajectories in Eastern Europe: Findings from the HAPIEE study. PLoS One 2018; 13:e0200460. [PMID: 30001406 PMCID: PMC6042732 DOI: 10.1371/journal.pone.0200460] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2017] [Accepted: 06/24/2018] [Indexed: 11/25/2022] Open
Abstract
Background Unhealthy diet may increase the risk of impaired physical functioning in older age. Although poor diet and limited physical functioning both seem to be particularly common in Eastern Europe, no previous study has assessed the relationship between these two factors in this region. The current analysis examined the association between overall diet quality and physical functioning in Eastern European populations. Methods We used data on 25,504 persons (aged 45–69 years at baseline) who participated in the Health Alcohol and Psychosocial factors in Eastern Europe (HAPIEE) study. Dietary assessment at baseline used food frequency questionnaire, and the overall diet quality was evaluated by the Mediterranean diet score (MDS). Physical functioning (PF) was measured by the physical functioning subscale (PF-10) of the 36-item Short-Form Health Survey at baseline and three subsequent occasions over a 10-year period. The cross-sectional and longitudinal relationships between the MDS and PF were examined simultaneously using growth curve models. Results Men and women with higher adherence to the Mediterranean diet had significantly better PF at baseline; after multivariable adjustment, the regression coefficient per 1-unit increase in the MDS was 0.39 (95% CI: 0.25, 0.52) in men and 0.50 (0.36, 0.64) in women. However, we found no statistically significant link between baseline MDS and the subsequent slope of PF decline in neither gender; the coefficients were -0.02 (-0.04, 0.00) in men and -0.01 (-0.03, 0.02) in women. Discussion Our results do not support the hypothesis that the Mediterranean diet has a substantial impact on the trajectories of physical functioning, although the differences existing at baseline may be related to dietary habits in earlier life.
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Affiliation(s)
- Denes Stefler
- Department of Epidemiology and Public Health, University College London, London, United Kingdom
- * E-mail: (DS)
| | - Yaoyue Hu
- Department of Epidemiology and Public Health, University College London, London, United Kingdom
- Max Planck Institute for Demographic Research, Rostock, Germany
| | - Sofia Malyutina
- Institute of Internal and Preventive Medicine, Siberian Branch of the Russian Academy of Medical Sciences, Novosibirsk, Russia
| | - Andrzej Pajak
- Department of Epidemiology and Population Studies, Jagiellonian University Collegium Medicum, Krakow, Poland
| | | | - Anne Peasey
- Department of Epidemiology and Public Health, University College London, London, United Kingdom
| | - Hynek Pikhart
- Department of Epidemiology and Public Health, University College London, London, United Kingdom
| | - Fernando Rodriguez-Artalejo
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid/IdiPaz and CIBERESP, Madrid, Spain
| | - Martin Bobak
- Department of Epidemiology and Public Health, University College London, London, United Kingdom
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