Subjective survival probabilities by employment category and job satisfaction among the fifty-plus population in Japan.
Wels, J.
Show abstract
BackgroundSubjective Survival Probabilities (SSP) are known to be associated with mortality but little is known about the relationship they might have with employment categories and job satisfaction. We assess such a relationship looking at the fifty-plus population in Japan that is characterized by a stratified labour market for the older workers and high working time intensity. MethodWe use the four waves (2007-2013) of the Japanese Study of Aging and Retirement (JSTAR), a panel dataset tracking 7,082 50-plus respondents in 10 Japanese prefectures. We use a mixed-effects quantile regression model to investigate the relationship between SSP and employment status (model 1) and job satisfaction (model 2). Both models additively control for demographic and socio-economic cofounders as well as other health measurements. Multiple imputations are used to correct sample attrition. ResultsIn model 1, retirement (-0.27, 95%CI =-0.51;-0.03) and contract work (-0.51, 95%CI=-0.79;-0.23) are negatively associated with SSP in comparison with full-time employment. In model 2, low job satisfaction appears to be strongly associated with SSP (-1.37, 95%CI=-1.84;-0.91) in comparison with high job satisfaction. The same trend is observed regardless of the way job satisfaction is calculated. Both working time and employment category are not significantly associated with SSP after controlling for job satisfaction which indicates that job satisfaction is a main driver of SSP discrepancies. DiscussionSSP variations can be explained by employment category with contract work more at risk. Job dissatisfaction is a main explanation of low SSP. Both work and employment explain SSP variations.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Protocol for a qualitative study exploring older adults experience of mental health and wellbeing in work-related later life transitions 93%
- The impact of COVID-19 employment shocks on suicide and safety net use: An early-stage investigation 93%
- Informal Sector Employment and the Health Outcomes of Older Workers in India 92%
Similar papers in this journal
- Negligible Risk of the COVID-19 Resurgence Caused by Work Resuming in China (outside Hubei): a Statistical Probability Study 90%
- Challenges to self-isolation among contacts of cases of COVID-19: a national telephone survey in Wales 90%
- COVID-19 in Bangladesh: Measuring differences in individual precautionary behaviors among young adults 89%
Similar papers in this journal
- Characteristics of those most vulnerable to employment changes during the Covid-19 pandemic: a nationally representative cross-sectional study in Wales 93%
- Population-level changes in the mental health of UK workers during the COVID-19 pandemic: A longitudinal study using Understanding Society 91%
- Long COVID and financial outcomes: Evidence from four longitudinal population surveys 91%
Similar papers in this journal
- What Explains the Socioeconomic Status-Health Gradient? Evidence from Workplace COVID-19 Infections 92%
- Impact of Covid-19 Pandemic on Racial/Ethnic Differences in Mortality by Cause of Death 91%
- Financial Hardship and Social Assistance as Determinants of Mental Health and Food and Housing Insecurity During the COVID-19 Pandemic 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.