Back

Subjective survival probabilities by employment category and job satisfaction among the fifty-plus population in Japan.

Wels, J.

2023-01-04 epidemiology
10.1101/2023.01.01.23284103 medRxiv
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 8 journals account for 50% of the predicted probability mass.

1
PLOS ONE
4510 papers in training set
Top 18%
10.3%
2
The Journals of Gerontology: Series A
25 papers in training set
Top 0.1%
8.6%
3
Demographic Research
11 papers in training set
Top 0.1%
8.6%
4
Scientific Reports
3102 papers in training set
Top 16%
6.5%
5
European Journal of Epidemiology
40 papers in training set
Top 0.1%
4.7%
6
BMC Geriatrics
15 papers in training set
Top 0.1%
4.4%
7
International Journal of Environmental Research and Public Health
124 papers in training set
Top 2%
3.7%
8
Aging
69 papers in training set
Top 0.6%
3.7%
50% of probability mass above
9
BMJ Open
554 papers in training set
Top 7%
2.8%
10
BMC Public Health
147 papers in training set
Top 2%
2.8%
11
Experimental Gerontology
11 papers in training set
Top 0.1%
2.7%
12
American Journal of Epidemiology
57 papers in training set
Top 0.5%
2.1%
13
SSM - Population Health
17 papers in training set
Top 0.1%
2.1%
14
Frontiers in Aging Neuroscience
67 papers in training set
Top 2%
1.7%
15
Healthcare
16 papers in training set
Top 0.8%
1.5%
16
Frontiers in Public Health
140 papers in training set
Top 6%
1.4%
17
European Journal of Public Health
20 papers in training set
Top 0.6%
1.2%
18
Annals of Epidemiology
19 papers in training set
Top 0.3%
1.2%
19
International Journal of Epidemiology
74 papers in training set
Top 2%
1.2%
20
Preventive Medicine
11 papers in training set
Top 0.1%
1.2%
21
International Journal of Public Health
17 papers in training set
Top 0.2%
1.0%
22
GeroScience
97 papers in training set
Top 1%
0.9%
23
Frontiers in Medicine
113 papers in training set
Top 6%
0.9%
24
Journal of Public Health
23 papers in training set
Top 0.8%
0.9%
25
Age and Ageing
27 papers in training set
Top 0.4%
0.9%
26
Journal of the American Geriatrics Society
12 papers in training set
Top 0.2%
0.8%
27
Epigenetics
43 papers in training set
Top 1%
0.7%
28
Frontiers in Psychology
49 papers in training set
Top 1%
0.7%
29
JMIR mHealth and uHealth
10 papers in training set
Top 0.5%
0.7%
30
Biology
43 papers in training set
Top 4%
0.5%