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Trends in healthy working life expectancy and its difference by workload group among aged over 50 years: a longitudinal perspective

Jingxuan Ma et al · Nordic Association of Occupational Safety and Health (NOROSH) · 2026

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OBJECTIVES: While extending working life is a key policy objective, its impact on population health is not fully understood. This study investigated the long-term effects of physical and psychological workloads as well as initial health-work status on healthy working life expectancy (HWLE), working life expectancy (WLE), and total life expectancy (TLE) at age 50. METHODS: Data were drawn from the Health and Retirement Study covering 1992–2022. The study population consisted of US adults aged ≥50 years. We implemented a multi-state life table approach based on continuous-time Markov models. Transition intensities between health and employment states were modeled to derive HWLE. Analyses were stratified by physical and psychological workload levels across three temporal cohorts. RESULTS: Over the study period, WLE increased significantly for both sexes, while TLE slightly declined. Conversely, HWLE decreased substantially across all groups and health states. Individuals in high physical workload groups experienced shorter WLE and HWLE compared to low workload groups. High psychological load was associated with a lower proportion of healthy working years, particularly among those with initial health limitations. CONCLUSIONS: The extension of working lives is occurring at the cost of healthy years. Physical and psychological workloads exert distinct but equally detrimental effects on the sustainability of a healthy working life. These findings underscore the urgent need for targeted workplace interventions to protect worker health, particularly for vulnerable groups in high-stress or physically demanding jobs.

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APA 7

al, J. M. E. (2026). Trends in healthy working life expectancy and its difference by workload group among aged over 50 years: a longitudinal perspective. https://doi.org/10.5271/sjweh.4281

MLA

al, Jingxuan Ma et. "Trends in healthy working life expectancy and its difference by workload group among aged over 50 years: a longitudinal perspective." 2026. https://doi.org/10.5271/sjweh.4281.

Chicago

al, Jingxuan Ma et. 2026. "Trends in healthy working life expectancy and its difference by workload group among aged over 50 years: a longitudinal perspective.". https://doi.org/10.5271/sjweh.4281.

Harvard

al, J. M. E. 2026, Trends in healthy working life expectancy and its difference by workload group among aged over 50 years: a longitudinal perspective, Nordic Association of Occupational Safety and Health (NOROSH), available at: https://doi.org/10.5271/sjweh.4281 [Accessed 28 Jun. 2026].

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Título
Trends in healthy working life expectancy and its difference by workload group among aged over 50 years: a longitudinal perspective
Autor / colaboradores
Jingxuan Ma et al
Editorial
Nordic Association of Occupational Safety and Health (NOROSH)
Año de publicación
2026
ISSN
0355-3140
ISSN
0355-3140
Idioma
eng

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