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Koçak C, Burdorf A. The Relationship of Limitations in Daily Living Activities and Other Health-Related Factors with Early Retirement. JOURNAL OF PREVENTION (2022) 2024:10.1007/s10935-024-00818-7. [PMID: 39692797 DOI: 10.1007/s10935-024-00818-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/01/2024] [Indexed: 12/19/2024]
Abstract
The deterioration in health and functionality in older ages, in addition to biological changes, is affected by physical changes. Therefore, early retirement may become an inevitable choice. This study aimed to evaluate the relationship between limitations in daily living activities, mobility, and other health factors with early retirement in workers aged 50-67 in the 4th wave of the SHARE study in Europe. In this prospective cohort study, the working status was examined in 4 waves. The frequency of early retirement was 16.1%; it was higher in male and low-educated people. Those with poor self-perceived health and those with more chronic diseases retired earlier. The frequency of early retirement was 16.0% for those who had no difficulty in basic daily living activities, 22.4% for those who had difficulties (p 0.019), and those who had limitations retired earlier (RR 1.50). Early retirement was higher in those with two or more chronic diseases compared to those without (RR 1.26) and was higher in those who consumed alcohol 5 days a week than those who didn't (RR 1.34). A 1-unit increase in BMI increased the risk by 1.02 times. It has been clearly revealed how important basic activities are for early retirement. This new finding is a gain for the literature and will provide new insights intervention studies. Those who had difficulty in instrumental activities and mobility retired early more often, but this wasn't statistically significant. Our findings will contribute to increasing workplace protective approaches, and maintaining a healthy working force for years.
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Affiliation(s)
- Cemal Koçak
- Department of Public Health, Faculty of Medicine, Ankara University, Balkiraz District, Medical Faculty Street No: 1/4, 06620, Mamak, Ankara, Turkey.
| | - Alex Burdorf
- Department of Public Health, Erasmus Medical Center, University Medical Center, Office Na2412, Dr. Molewaterplein 40, 3015 GD, Rotterdam, The Netherlands
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Cillekens B, Mollet JM, Smit RA, Kuijer PPFM, Coenen P. 'Wait…, let me tell you, if I worked for a boss, I would be on sick leave': A Qualitative Study of Self-Employed Workers in Physically Demanding Jobs in the Netherlands. JOURNAL OF OCCUPATIONAL REHABILITATION 2024; 34:644-656. [PMID: 38032487 DOI: 10.1007/s10926-023-10153-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/23/2023] [Indexed: 12/01/2023]
Abstract
PURPOSE The purpose of this study was to explore the perspectives of self-employed workers with a physically demanding job on work participation. METHODS We interviewed self-employed workers with a physically demanding job, using semi-structured interviews, which were audio recorded. The main topic addressed was the workers' health in relation with their work participation, work demands, and preventive measures. The interviews were transcribed verbatim and coded by three team members of the research team in several steps. We used the consolidated criteria for reporting qualitative research (COREQ) checklist to report our findings. RESULTS We interviewed 18 self-employed workers: 83% male, 49 years (SD 7), self-employed for 18 years (SD 9) and the majority (n = 14) worked in the construction sector. Thematic analysis revealed facilitators and barriers for work participation across three main themes: personal factors, work factors, and healthcare. Personal factors compassed sub-themes such as health and financial consequences. Work factors included sub-themes related to work demands and adaptations and healthcare encompassed sub-themes associated with work-related care and medication. CONCLUSION To our knowledge, this is the first qualitative study that investigated the perspectives of self-employed workers in physically demanding jobs regarding work participation. While most facilitators and barriers were consistent with those described in the literature for employees, certain factors, such as financial consequences of ceasing work, emerged important factors for work participation among self-employed workers.
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Affiliation(s)
- Bart Cillekens
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, VU University Medical Center (VUMC), Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands
- Amsterdam Public Health, Societal Participation and Health, Quality of Care, Amsterdam, The Netherlands
| | - Judith M Mollet
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, VU University Medical Center (VUMC), Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands
- Amsterdam Public Health, Societal Participation and Health, Quality of Care, Amsterdam, The Netherlands
| | - Rixt A Smit
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, VU University Medical Center (VUMC), Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands
| | - P Paul F M Kuijer
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, VU University Medical Center (VUMC), Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands
- Amsterdam Public Health, Societal Participation and Health, Quality of Care, Amsterdam, The Netherlands
- Amsterdam Movement Sciences, Musculoskeletal Health, Sports, Amsterdam, The Netherlands
| | - Pieter Coenen
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, VU University Medical Center (VUMC), Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands.
- Amsterdam Public Health, Societal Participation and Health, Quality of Care, Amsterdam, The Netherlands.
- Amsterdam Movement Sciences, Musculoskeletal Health, Sports, Amsterdam, The Netherlands.
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Moreira AAO, Martins JT, Robazzi MLDCC, Galdino MJQ, Ribeiro RP, Barreto MFC. Calidad de vida y factores asociados de empleados jubilados por invalidez de universidades públicas. Rev Lat Am Enfermagem 2023. [DOI: 10.1590/1518-8345.6057.3815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Resumen Objetivo: analizar la calidad de vida y los factores asociados de empleados de universidades públicas jubilados por invalidez. Método: estudio transversal, con una muestra de trabajadores jubilados por invalidez de universidades públicas. Se aplicó un cuestionario de caracterización y el World Health Organization Quality of Life - Disabilities mediante contacto telefónico u online desde noviembre de 2019 hasta septiembre de 2020. Los factores asociados se verificaron mediante regresión lineal múltiple. Resultados: de los 80 jubilados por invalidez, el 15% era docente y el 85% era técnico-administrativo. En cuanto a los factores asociados a la calidad de vida, el uso continuo de medicamentos (βaj: -0,25; p=0,02) y los problemas del sistema nervioso (βaj: -0,21; p<0,05) se asociaron al dominio overall; el uso continuo de medicamentos (βaj: -0,23; p=0,04) el dominio físico; el tabaquismo (βaj: -0,21; p<0,05) y los trastornos mentales y conductuales (βaj: -0,21; p<0,01) al dominio psicológico; el tabaquismo (βaj: -0,46; p<0,01), los problemas respiratorios (βaj: -0,21; p=0,03) y circulatorios (βaj:-0,21;p=0,03) al dominio social; el tabaquismo (βaj: -0,33; p<0,01) y los problemas del sistema nervioso (βaj: -0,22; p=0,04) al dominio ambiental; los trastornos mentales y conductuales al módulo discapacidad (βaj: -0,29; p<0,01) y al dominio discriminación (βaj: -0,21; p<0,05); el tabaquismo (βaj: -0,32; p<0,01) y los problemas del sistema nervioso (βaj: -0,20; p<0,05) al dominio inclusión. El dominio autonomía no mostró asociación. Conclusión: la calidad de vida de los jubilados por invalidez que participaron del estudio estaba deteriorada.
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Moreira AAO, Martins JT, Robazzi MLDCC, Galdino MJQ, Ribeiro RP, Barreto MFC. Qualidade de vida e fatores associados entre servidores aposentados por invalidez de universidades públicas. Rev Lat Am Enfermagem 2023. [DOI: 10.1590/1518-8345.6057.3817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Resumo Objetivo: analisar a qualidade de vida e os fatores associados entre servidores de universidades públicas aposentados por invalidez. Método: estudo transversal, com amostra de servidores aposentados por invalidez de universidades públicas. Um questionário de caracterização e o World Health Organization Quality of Life - Disabilities foram aplicados por contato telefônico ou online no período de novembro de 2019 a setembro de 2020. Verificaram-se os fatores associados por regressão linear múltipla. Resultados: dos 80 aposentados por invalidez, 15% eram docentes e 85% da carreira técnica-administrativa. Quanto aos fatores associados à qualidade de vida, o uso de medicação contínua (βaj: -0,25; p=0,02) e os problemas do sistema nervoso (βaj: -0,21; p<0,05) associaram-se ao domínio Overall; o uso de medicação contínua (βaj: -0,23; p=0,04) ao domínio físico; o tabagismo (βaj: -0,21; p<0,05) e os transtornos mentais e comportamentais (βaj: -0,21; p<0,01) ao domínio psicológico; o tabagismo (βaj: -0,46; p<0,01), os problemas respiratórios (βaj: -0,21; p=0,03) e circulatórios (βaj: -0,21; p=0,03) ao domínio social; o tabagismo (βaj: -0,33; p<0,01) e os problemas do sistema nervoso (βaj: -0,22; p=0,04) ao domínio ambiental; os transtornos mentais e comportamentais ao módulo incapacidades (βaj: -0,29; p<0,01) e ao domínio discriminação (βaj: -0,21; p<0,05); o tabagismo (βaj: -0,32; p<0,01) e os problemas do sistema nervoso (βaj: -0,20; p<0,05) ao domínio inclusão. O domínio autonomia não apresentou associação. Conclusão: os aposentados estudados apresentaram uma qualidade de vida prejudicada.
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Skovlund SV, Vinstrup J, Sundstrup E, Andersen LL. Work-limiting musculoskeletal pain and its association with loss of paid employment among senior workers: prospective cohort study with register follow-up. Eur J Public Health 2023:7193341. [PMID: 37295963 PMCID: PMC10393488 DOI: 10.1093/eurpub/ckad090] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023] Open
Abstract
BACKGROUND A growing population of elderly necessitates a sharpened focus on sustainable employment through aging. Physically demanding work can be challenging, especially for senior workers. Establishing determinants of labor market participation could guide policy development and preventive efforts at the workplaces aiming at keeping senior workers longer in the labor market. METHODS We used data from SeniorWorkingLife, a comprehensive questionnaire survey among a representative sample of Danish +50-year workers, and investigated the prospective association between self-reported work limitations due to musculoskeletal pain ('work-limiting pain') in 2018 and register-based loss of paid employment before state pension age at 2-year follow-up among +50-year Danish workers with physically demanding work (n = 3050). RESULTS Results showed that work-limiting pain increased the risk of loss of paid employment before the state pension age in a progressive manner, i.e. the higher degree of work-limiting pain, the higher risk of loss of paid employment (P < 0.001). Experiencing a low degree of work-limiting pain was associated with an 18% increased risk of loss of paid employment [risk ratio (RR): 1.18, 95% confidence interval (CI): 1.14-1.21], whereas experiencing a very high degree of work-limiting pain increased the risk of loss of paid employment by 155% (RR: 2.55, 95% CI: 2.43-2.69) compared to no work-limiting pain. CONCLUSION In conclusion, work-limiting pain constitutes an important risk factor for loss of paid employment among senior workers with physically demanding work, and effective preventive efforts at both policy and workplace levels should be documented and implemented.
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Affiliation(s)
- Sebastian Venge Skovlund
- Department of Musculoskeletal Disorders and Physical Workload, National Research Centre for the Working Environment, Copenhagen, Denmark
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Jonas Vinstrup
- Department of Musculoskeletal Disorders and Physical Workload, National Research Centre for the Working Environment, Copenhagen, Denmark
| | - Emil Sundstrup
- Department of Musculoskeletal Disorders and Physical Workload, National Research Centre for the Working Environment, Copenhagen, Denmark
| | - Lars Louis Andersen
- Department of Musculoskeletal Disorders and Physical Workload, National Research Centre for the Working Environment, Copenhagen, Denmark
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
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Sundstrup E, Meng A, Skovlund SV, Albertsen K, Andersen LL. Expected reasons for leaving the labour market and loss of paid employment among older workers: prospective cohort study. BMC Public Health 2023; 23:517. [PMID: 36932371 PMCID: PMC10022057 DOI: 10.1186/s12889-023-15242-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 02/08/2023] [Indexed: 03/19/2023] Open
Abstract
BACKGROUND Surveying expected reasons for retirement may be a useful strategy to maintain labor market affiliation. The aim was to investigate the prospective association between self-reported expected reasons for leaving the labour market and subsequent loss of paid employment before the state pension age among older workers. METHODS The prospective risk of loss of paid employment before the official state pension age was estimated from expected reasons for leaving the labour market among 10,320 currently employed older workers (50-63 years) from the SeniorWorkingLife study. In 2018, participants replied to 15 randomly ordered questions about expected reasons for leaving the labour market and were in 2020 followed in a national register containing information on labour market participation. RESULTS Loss of paid employment before state pension age was predicted by expected reasons related to 'Health, work demands and occupational well-being': 'Poor physical health' (RR 1.47, 95% CI 1.45-1.49), 'Poor mental health' (RR 1.36, 95% CI 1.32-1.40), 'Not being capable of doing the job' (RR 1.20, 95% CI 1.18-1.22), and 'Not thriving at the workplace' (RR 1.14, 95% CI 1.11-1.17). Expected reasons related to the possibility of receiving voluntary early retirement benefits also increased this risk. Expected reasons related to 'Leisure' ('Wish for more self-determination'; 'Wish for more time for hobbies'), 'Economy' ('Economic considerations'; 'Possibility of receiving pension'), and 'Norms' ('Retirement norms'; 'To make space for younger employees') decreased the risk of loss of paid employment before state pension age. Age-stratified analyses revealed that expected reasons related to the domain of 'Health, work demands and occupational well-being' predicted risk of loss of paid employment to a greater extent among workers aged 50-55 compared to those aged 56-63. CONCLUSIONS Expected reasons for leaving the labour market predicted actual labour market participation among older workers in Denmark. Expected reasons related to poor physical and mental health, and not being capable of doing the job seem to be stronger PUSH-factors among workers aged 50-55 compared to those aged 56-63. Preventing early labour market detachment should take the worker's expected reasons for leaving into account.
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Affiliation(s)
- Emil Sundstrup
- National Research Centre for the Working Environment, Lersø Parkallé 105, 2100, Copenhagen, Denmark.
| | - Annette Meng
- National Research Centre for the Working Environment, Lersø Parkallé 105, 2100, Copenhagen, Denmark
| | - Sebastian Venge Skovlund
- National Research Centre for the Working Environment, Lersø Parkallé 105, 2100, Copenhagen, Denmark
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | | | - Lars L Andersen
- National Research Centre for the Working Environment, Lersø Parkallé 105, 2100, Copenhagen, Denmark
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Moreira AAO, Martins JT, Robazzi MLDCC, Galdino MJQ, Ribeiro RP, Barreto MFC. Quality of life and factors associated among public university employees retired due to disabilities. Rev Lat Am Enfermagem 2023; 31:e3816. [PMID: 36722636 PMCID: PMC9886080 DOI: 10.1590/1518-8345.6057.3816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 08/18/2022] [Indexed: 02/02/2023] Open
Abstract
OBJECTIVE to analyze quality of life and factors associated among public university employees retired due to disabilities. METHOD a cross-sectional study conducted with a sample of public university employees retired due to disabilities. A characterization questionnaire and the World Health Organization Quality of Life - Disabilities instrument were applied via telephone or online contacts from November 2019 to September 2020. The associated factors were verified through multiple linear regression. RESULTS of the 80 retirees due to disability, 15% were professors and 85% had a technical-administrative career. As for the factors associated with Quality of Life, continuous medication use (βadj: -0.25; p=0.02) and problems in the nervous system (βadj: -0.21; p<0.05) were associated with the Overall domain; continuous medication use (βadj: -0.23; p=0.04), to the Physical domain; smoking (βadj: -0.21; p<0.05) and mental and behavioral disorders (βadj: -0.21; p<0.01), to the Psychological domain; smoking (βadj: -0.46; p<0.01) and respiratory (βadj: -0.21; p=0.03) and circulatory (βadj: -0.21; p=0.03) problems, to the Social domain; smoking (βadj: -0.33; p<0.01) and problems in the nervous system (βadj: -0.22; p=0.04), to the Environmental domain; mental and behavioral disorders, to the Disabilities module (βadj: -0.29; p<0.01) and to the Discrimination domain (βadj: -0.21; p<0.05); and smoking (βadj: -0.32; p<0.01) and problems in the nervous system (βadj: -0.20; p<0.05), to the Inclusion domain. The Autonomy domain did not present any association. CONCLUSION the retirees under study presented impaired Quality of Life.
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Affiliation(s)
| | | | - Maria Lucia do Carmo Cruz Robazzi
- Universidade de São Paulo, Escola de Enfermagem de Ribeirão Preto, PAHO/WHO Collaborating Centre for Nursing Research Development, Ribeirão Preto, SP, Brazil.
| | | | | | - Maynara Fernanda Carvalho Barreto
- Universidade Estadual do Norte do Paraná, Departamento de Enfermagem, Bandeirantes, PR, Brazil. , Maynara Fernanda Carvalho Barreto E-mail:
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Undem K, Leinonen T, Kristensen P, Merkus SL, Hasting RL, Gran JM, Mehlum IS. Gender Differences in Associations between Biomechanical and Psychosocial Work Exposures and Age of Withdrawal from Paid Employment among Older Workers. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:10563. [PMID: 36078277 PMCID: PMC9518318 DOI: 10.3390/ijerph191710563] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 08/19/2022] [Accepted: 08/22/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Work exposures are known predictors of withdrawal from employment, but the associations between work exposures and withdrawal may vary with gender. This study evaluated gender differences in associations between biomechanical and psychosocial work exposures and age of withdrawal from paid employment among older workers in Norway. METHODS 77,558 men and 67,773 women (born 1949-1953) were followed from age 62 until withdrawal from paid employment or end of follow-up in 2016 (up to five years follow-up). Information about eight biomechanical and seven psychosocial exposures was obtained from a gender-specific job exposure matrix. Using Cox regression, the difference in mean estimated time until withdrawal between non-exposed and exposed was calculated for each gender and work exposure separately. RESULTS The largest gender difference was found for high psychological demands. Among men, the non-exposed withdrew earlier than the exposed (-3.66 months (95% CI: -4.04--3.25 months)), and contrary among women (0.71 (0.28-1.10)), resulting in a gender difference of 4.37 (3.81-4.97) months. Gender differences were also found for monotonous work (4.12 (3.51-4.69) months), hands above shoulder height (2.41 (1.76-3.10) months), and high iso-strain (2.14 (1.38-2.95) months). CONCLUSIONS There were observed gender differences in the associations between some biomechanical and psychosocial work exposures and mean age of withdrawal from paid employment among older workers. However, the results are likely affected by the selection of who remains in the workforce at age 62 and should be interpreted accordingly.
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Affiliation(s)
- Karina Undem
- National Institute of Occupational Health, 0363 Oslo, Norway
| | - Taina Leinonen
- Finnish Institute of Occupational Health, 00250 Helsinki, Finland
| | | | | | | | - Jon Michael Gran
- Oslo Centre for Biostatistics and Epidemiology, Department of Biostatistics, Institute of Basal Medical Sciences, University of Oslo, 0372 Oslo, Norway
| | - Ingrid S Mehlum
- National Institute of Occupational Health, 0363 Oslo, Norway
- Institute of Health and Society, University of Oslo, 0450 Oslo, Norway
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Does Machine Learning Offer Added Value Vis-à-Vis Traditional Statistics? An Exploratory Study on Retirement Decisions Using Data from the Survey of Health, Ageing, and Retirement in Europe (SHARE). MATHEMATICS 2022. [DOI: 10.3390/math10010152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Do machine learning algorithms perform better than statistical survival analysis when predicting retirement decisions? This exploratory article addresses the question by constructing a pseudo-panel with retirement data from the Survey of Health, Ageing, and Retirement in Europe (SHARE). The analysis consists of two methodological steps prompted by the nature of the data. First, a discrete Cox survival model of transitions to retirement with time-dependent covariates is compared to a Cox model without time-dependent covariates and a survival random forest. Second, the best performing model (Cox with time-dependent covariates) is compared to random forests adapted to time-dependent covariates by means of simulations. The results from the analysis do not clearly favor a single method; whereas machine learning algorithms have a stronger predictive power, the variables they use in their predictions do not necessarily display causal relationships with the outcome variable. Therefore, the two methods should be seen as complements rather than substitutes. In addition, simulations shed a new light on the role of some variables—such as education and health—in retirement decisions. This amounts to both substantive and methodological contributions to the literature on the modeling of retirement.
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