| Literature DB >> 32787717 |
Saeko Kikuzawa1, Ryotaro Uemura2.
Abstract
In this paper, we examine how parental caregiving affects women's employment in Japan. Drawing on the 2005-2014 Longitudinal Survey of Middle-Aged and Elderly Persons, we estimate logistic regression models for the employment status of middle-aged women in various types of employment as a function of caregiving intensity to examine when and in what context caregivers' employment may be at risk for Japanese women. The results showed that working women who began providing 5 or more hours of care per week were significantly more likely to leave their jobs than non-caregiving women; those who began providing fewer than 5 hours of care per week did not show this likelihood. Among women in regular employment, those who began to provide 5 or more hours of care per week and those who provided care in the previous year were more likely to stop working or change jobs than their non-caregiving counterparts.Entities:
Keywords: Japan; employment; labor market; middle-aged women; parental caregiving
Year: 2020 PMID: 32787717 PMCID: PMC7786392 DOI: 10.1177/0164027520941198
Source DB: PubMed Journal: Res Aging ISSN: 0164-0275
Characteristics of Analytic Sample by Type of Employment (Baseline Sampled).
| All | Regular employee | Non-regular employee | Self-employed | ||
|---|---|---|---|---|---|
| Variable | (N = 10,028) | (N = 2,916) | (N = 5,237) | (N = 1,875) | |
| Dependent variable | |||||
| Left one’s job between T1&T2 (%) | 12.0 | 8.3a | 15.7a, c | 7.5c | |
| Stopped working between T1&T2 (%) | 7.5 | 5.5a | 9.3a, c | 5.8c | |
| Changed job between T1&T2 (%) | 4.5 | 2.7a, b | 6.4a, c | 1.7b, c | |
| Independent variable | |||||
| Caregiving status between T1&T2 (%)e | |||||
| Not-caregiving | 87.2 | 86.7a | 88.2a, c | 85.3c | |
| Caregiving at T1 (<5 hours) | 3.0 | 3.5a | 2.5a, c | 3.4c | |
| Caregiving at T1 (5–9 hours) | 1.9 | 2.1 | 1.8 | 1.9 | |
| Caregiving at T1 (10–14 hours) | 1.2 | 1.0 | 1.2 | 1.5 | |
| Caregiving at T1 (15–19 hours) | 0.4 | 0.4 | 0.3 | 0.3 | |
| Caregiving at T1 (≥20 hours) | 2.1 | 1.7b | 1.9c | 3.3b, c | |
| Started caregiving (<5 hours) | 1.8 | 1.8 | 1.8 | 2.1 | |
| Started caregiving (5–9 hours) | 0.9 | 1.2b | 0.9 | 0.5b | |
| Started caregiving (10–14 hours) | 0.5 | 0.5 | 0.4 | 0.5 | |
| Started caregiving (15–19 hours) | 0.2 | 0.1 | 0.2 | 0.2 | |
| Started caregiving (≥20 hours) | 0.9 | 0.9 | 0.9 | 1.0 | |
| Control variables | |||||
| Age at T1 | Mean | 54.3 | 54.2a, b | 54.3a, c | 54.8b, c |
| SD | (2.5) | (2.5) | (2.5) | (2.4) | |
| Education (%) | |||||
| College and above | 31.0 | 38.7a, b | 26.3a, c | 32.0b, c | |
| High school graduates | 52.9 | 48.1a, b | 55.8a, c | 52.3b, c | |
| Less than high school | 16.1 | 13.2a, b | 17.9a, c | 15.7b, c | |
| Married at T1 (%) | 83.6 | 75.1a, b | 86.6a, c | 88.5b, c | |
| Live with parents at T1 (%) | 28.1 | 32.4a, b | 23.2a, c | 35.3b, c | |
| Health problem at T1 (%)f | 30.2 | 31.3 | 29.7 | 29.8 | |
| Income at T1 (logged) | Mean | 1.9 | 3.1a, b | 1.7a, c | 0.6b, c |
| SD | (2.8) | (1.4) | (2.3) | (4.6) | |
| Employment type at T1 (%) | |||||
| Regular employee | 29.1 | ||||
| Non-regular employee | 52.2 | ||||
| Self-employed | 18.7 |
Source: Results of analyses by authors on the basis of the Longitudinal Survey of Middle-aged and Elderly Persons by Japan Ministry of Health, Labor, and Welfare, 2005–2014.
Numbers in the table are means; Numbers in parentheses are standard deviations. All variables are time-varying except education variables.
a. Regular employee and Non-regular employee means are significantly different (p < 0.05, two-tailed tests).
b. Regular employee and Self-employed means are significantly different (p < 0.05, two-tailed tests).
c. Non-regular employee and Self-employed means are significantly different (p < 0.05, two-tailed tests).
d. Baseline refers to the wave the respondent was included in the analyses for the first time.
e. “Not-caregiving” indicates those who did not provide care either at T1 or T2. “Caregiving at T1” indicates those who provided care at T1. “Started caregiving” indicates those who did not provide care at T1 but provided care at T2.
f. Dummy variable (1 = have a chronic health problem or have difficulty in an Activities of Daily Living).
Random Effects Logistic Regression of Leaving Jobs on Caregiving Status.
| Model 1 | Model 2 | Model 3 | Model 4 | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Odds Ratio | 95% CI | Odds Ratio | 95% CI | Odds Ratio | 95% CI | Odds Ratio | 95% CI | |||||
| Caregiving Status (ref: Not caregiving) a | ||||||||||||
| Caregiving at T1 (<5 hours) | 1.20 | 0.96 | 1.51 | |||||||||
| Caregiving at T1 (≥5 hours) | 1.36** | 1.14 | 1.63 | |||||||||
| Started caregiving (<5 hours) | 1.29 | 0.96 | 1.74 | |||||||||
| Started caregiving (≥5 hours) | 1.92*** | 1.52 | 2.42 | |||||||||
| Caregiving at T1 (<10 hours) | 1.27* | 1.05 | 1.52 | |||||||||
| Caregiving at T1 (≥10 hours) | 1.36** | 1.09 | 1.69 | |||||||||
| Started caregiving (<10 hours) | 1.54*** | 1.22 | 1.94 | |||||||||
| Started caregiving (≥10 hours) | 1.83*** | 1.36 | 2.47 | |||||||||
| Caregiving at T1 (<15 hours) | 1.26** | 1.07 | 1.50 | |||||||||
| Caregiving at T1 (≥15 hours) | 1.42* | 1.08 | 1.85 | |||||||||
| Started caregiving (<15 hours) | 1.56*** | 1.26 | 1.93 | |||||||||
| Started caregiving (≥15 hours) | 1.94*** | 1.34 | 2.81 | |||||||||
| Caregiving at T1 (<20 hours) | 1.26** | 1.07 | 1.49 | |||||||||
| Caregiving at T1 (≥20 hours) | 1.46* | 1.09 | 1.95 | |||||||||
| Started caregiving (<20 hours) | 1.56*** | 1.27 | 1.92 | |||||||||
| Started caregiving (≥20 hours) | 2.03** | 1.36 | 3.03 | |||||||||
| Employment type at T1 (ref: Regular employee) | ||||||||||||
| Non-regular employee | 2.05*** | 1.82 | 2.31 | 2.05*** | 1.82 | 2.31 | 2.05*** | 1.82 | 2.31 | 2.05*** | 1.82 | 2.31 |
| Self-employed | 0.59*** | 0.49 | 0.71 | 0.59*** | 0.49 | 0.71 | 0.59*** | 0.49 | 0.71 | 0.59*** | 0.49 | 0.71 |
| Controls | ||||||||||||
| Age at T1 | 1.01 | 0.99 | 1.03 | 1.01 | 0.99 | 1.03 | 1.01 | 0.99 | 1.03 | 1.01 | 0.99 | 1.03 |
| Education (ref: College and above) | ||||||||||||
| Less than high school | 0.86 | 0.73 | 1.01 | 0.86 | 0.73 | 1.01 | 0.86 | 0.73 | 1.01 | 0.86 | 0.73 | 1.01 |
| High school graduates | 0.87* | 0.78 | 0.97 | 0.87* | 0.78 | 0.97 | 0.87* | 0.78 | 0.97 | 0.87* | 0.78 | 0.97 |
| Married at T1 | 0.97 | 0.84 | 1.11 | 0.97 | 0.84 | 1.11 | 0.97 | 0.84 | 1.11 | 0.97 | 0.84 | 1.11 |
| Live with parents at T1 | 0.78*** | 0.69 | 0.87 | 0.78*** | 0.69 | 0.87 | 0.77*** | 0.69 | 0.87 | 0.77*** | 0.69 | 0.87 |
| Health problem at T1 | 1.17** | 1.06 | 1.29 | 1.17** | 1.06 | 1.29 | 1.17** | 1.06 | 1.29 | 1.17** | 1.06 | 1.29 |
| Income at T1 (logged) | 0.88*** | 0.87 | 0.89 | 0.88*** | 0.87 | 0.89 | 0.88*** | 0.87 | 0.89 | 0.88*** | 0.87 | 0.89 |
| Constant | 0.05*** | 0.02 | 0.16 | 0.05*** | 0.02 | 0.16 | 0.05*** | 0.02 | 0.16 | 0.05*** | 0.02 | 0.16 |
| Log Likelihood | −9,644.48 | −9,646.49 | −9,646.27 | −9,646.00 | ||||||||
| AIC | 19,318.96 | 19,322.99 | 19,322.54 | 19,321.99 | ||||||||
| Number of Observations | 31,448 | |||||||||||
| Number of Persons | 10,028 | |||||||||||
Source. Results of analyses by authors on the basis of the Longitudinal Survey of Middle-aged and Elderly Persons by Japan Ministry of Health, Labor, and Welfare, 2005–2014.
a. “Not caregiving” indicates those who did not provide care either at T1 or T2. “Caregiving at T1” indicates those who provided care at T1. “Started caregiving” indicates those who did not provide care at T1 but provided care at T2.
*** p < .001, ** p < .01, * p < .05.
Random Effects Logistic Regression and Random Effects Multinomial Logistic Regression of Leaving Jobs on Caregiving Status.
| Model 1: Random Effects Logistic Regression of Leaving Jobs | Model 2: Random Effects Multinomial Logistic Regression of Leaving Jobs | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Stopped | Changed | ||||||||
| Odds Ratio | 95% CI | Odds Ratio | 95% CI | Odds Ratio | 95% CI | ||||
| Caregiving Status (ref: Not caregiving) a | |||||||||
| Caregiving at T1 (<5 hours) | 1.90** | 1.28 | 2.81 | 1.91** | 1.20 | 3.05 | 1.86 | 0.99 | 3.50 |
| Caregiving at T1 (≥5 hours) | 1.73** | 1.22 | 2.45 | 1.45 | 0.93 | 2.25 | 2.19** | 1.32 | 3.61 |
| Started caregiving (<5 hours) | 1.03 | 0.53 | 2.03 | 1.31 | 0.62 | 2.77 | 0.53 | 0.12 | 2.26 |
| Started caregiving (≥5 hours) | 2.54*** | 1.65 | 3.90 | 3.75*** | 2.36 | 5.95 | 0.71 | 0.25 | 2.04 |
| Employment type at T1 (ref: Regular employee) | |||||||||
| Non-regular employee | 2.18*** | 1.91 | 2.48 | 1.93*** | 1.65 | 2.26 | 2.65*** | 2.17 | 3.24 |
| Self-employed | 0.64*** | 0.53 | 0.78 | 0.66*** | 0.53 | 0.83 | 0.57** | 0.41 | 0.79 |
| Caregiving status × Employment type at T1 | |||||||||
| Caregiving at T1 (<5 hours) × Non-regular employee | 0.57* | 0.35 | 0.92 | 0.60 | 0.34 | 1.07 | 0.53 | 0.25 | 1.14 |
| Caregiving at T1 (<5 hours) × Self-employed | 0.32* | 0.13 | 0.77 | 0.26* | 0.09 | 0.76 | 0.51 | 0.12 | 2.07 |
| Caregiving at T1 (≥5 hours) × Non-regular employee | 0.73 | 0.49 | 1.10 | 1.01 | 0.61 | 1.69 | 0.45** | 0.24 | 0.82 |
| Caregiving at T1 (≥5 hours) × Self-employed | 0.71 | 0.39 | 1.27 | 0.91 | 0.46 | 1.80 | 0.42 | 0.14 | 1.25 |
| Started caregiving (<5 hours) × Non-regular employee | 1.29 | 0.60 | 2.78 | 1.03 | 0.43 | 2.45 | 2.56 | 0.54 | 12.06 |
| Started caregiving (<5 hours) × Self-employed | 1.48 | 0.51 | 4.35 | 0.72 | 0.19 | 2.78 | 6.39 | 0.99 | 41.11 |
| Started caregiving (≥5 hours) × Non-regular employee | 0.69 | 0.41 | 1.17 | 0.65 | 0.37 | 1.14 | 1.25 | 0.38 | 4.09 |
| Started caregiving (≥5 hours) × Self-employed | 0.61 | 0.28 | 1.34 | 0.32* | 0.12 | 0.81 | 3.70 | 0.86 | 16.01 |
| Controls | |||||||||
| Age at T1 | 1.01 | 0.99 | 1.03 | 1.07*** | 1.04 | 1.10 | 0.91*** | 0.89 | 0.94 |
| Education (ref: College and above) | |||||||||
| Less than high school | 0.86 | 0.73 | 1.01 | 0.85 | 0.70 | 1.02 | 0.89 | 0.70 | 1.14 |
| High school graduates | 0.87* | 0.78 | 0.97 | 0.87* | 0.77 | 1.00 | 0.87 | 0.74 | 1.04 |
| Married at T1 | 0.96 | 0.84 | 1.10 | 1.12 | 0.94 | 1.32 | 0.78* | 0.64 | 0.95 |
| Live with parents at T1 | 0.77*** | 0.69 | 0.87 | 0.80** | 0.70 | 0.92 | 0.72*** | 0.60 | 0.86 |
| Health problem at T1 | 1.17** | 1.06 | 1.29 | 1.17** | 1.04 | 1.31 | 1.18* | 1.01 | 1.37 |
| Income at T1 (logged) | 0.88*** | 0.87 | 0.89 | 0.86*** | 0.84 | 0.87 | 0.93*** | 0.91 | 0.95 |
| Constant | 0.05*** | 0.02 | 0.15 | 0.00*** | 0.00 | 0.00 | 2.42 | 0.47 | 12.53 |
| Log Likelihood | −9,637.88 | −11,603.91 | |||||||
| Number of Observations | 31,448 | ||||||||
| Number of Persons | 10,028 | ||||||||
Source. Results of analyses by authors on the basis of the Longitudinal Survey of Middle-aged and Elderly Persons by Japan Ministry of Health, Labor, and Welfare, 2005–2014.
a. “Not caregiving” indicates those who did not provide care either at T1 or T2. “Caregiving at T1” indicates those who provided care at T1. “Started caregiving” indicates those who did not provide care at T1 but provided care at T2.
*** p < .001, ** p < .01, * p < .05.
Person-level means for selected variables: Analytic Sample (N = 10,028)a.
| Variable | |
|---|---|
| Employment status between T1 & T2 (%) | |
| Left one’s job | 14.0 |
| Stopped working | 10.1 |
| Changed job | 3.9 |
| Caregiving status between T1&T2 (%)b | |
| Not-caregiving | 85.3 |
| Caregiving at T1 (<5 hours) | 3.6 |
| Caregiving at T1 (5–9 hours) | 2.3 |
| Caregiving at T1 (10–14 hours) | 1.4 |
| Caregiving at T1 (15–19 hours) | 0.4 |
| Caregiving at T1 (≥20 hours) | 2.4 |
| Started caregiving (<5 hours) | 1.9 |
| Started caregiving (5–9 hours) | 1.0 |
| Started caregiving (10–14 hours) | 0.6 |
| Started caregiving (15–19 hours) | 0.1 |
| Started caregiving (≥20 hours) | 0.9 |
Source: Results of analyses by authors on the basis of the Longitudinal Survey of Middle-aged and Elderly Persons by Japan Ministry of Health, Labor, and Welfare, 2005–2014.
a. Numbers in the table are means of the group mean, where person is the group level
b. “Not-caregiving” indicates those who did not provide care either at T1 or T2. “Caregiving at T1” indicates those who provided care at T1. “Started caregiving” indicates those who did not provide care at T1 but provided care at T2.