Abstract
When children have health problems, mothers face a tradeoff between the decision to work to satisfy increased expenses and the decision to stay home to fulfill enlarged caregiving needs, especially for children with chronic conditions. This research used an instrumental variables approach to investigate the labor market consequences of mothers due to burden to care children with health problems. We found mothers’ employment probability increased by 0.9% for every $100 of increased out-of-pocket medical spending, while employment probability fell by 1.0% for every half day of school/day care a sick child missed. By correcting for endogeneity we addressed a potential empirical bias. Analyses by subgroups showed that Hispanic mothers were less likely to work in the labor market with high caregiving burden. We also found that the effects of time burden on labor market outcomes were magnified for black mothers.
Similar content being viewed by others
Notes
We used region and MSA to capture differences in childcare prices. Two assumptions were made: (1) the relative differences in childcare costs across regions were consistent over time, and (2) families within the same region were faced with a same set of childcare markets and prices. The geographic variables might also capture the differences in labor market opportunities.
We excluded observations with inapplicable values in key variables such as age of the child and family size. Observations with top-coded imputed hourly wage (HRWG1X) were deleted, and those who were not ascertained of their wage were excluded. We excluded children who were age 18 or older. We also excluded children in the Sample Child component who were under 3 years old because MEPS did not collect missed school days among this age group. We deleted observations with mothers who were younger than age 18 (AGE1X), with over 90 h of work per week (HOUR1), and with negative family income. We also excluded 451 observations in which children and mothers reported in different racial and ethnic groups in order to avoid multicollinearity when the race and ethnicity of both children and mothers were included in the model. We also excluded missing values of missed school days.
We converted all the income and expenditure values into 2007 US dollars.
Missed school days in MEPS “include any time when a half day or more of school (or day care) was missed because of a physical illness or injury, or a mental or emotional problem.” (MEPS questionnaire—disability days section: http://meps.ahrq.gov/mepsweb/survey_comp/hc_survey/2006/DD105.htm). The values for missed school days included 0.5 and positive integers. To use count data modeling, we counted the number of half days that a child missed school each year. MEPS only collected missed school day information for those who were three or older.
Based on 2016 US National Compensation Survey, 64% of the private sector workers had paid sick leave. Only 30% of part-time workers and 27% of low wage workers (i.e., average wage within the lowest 10% category) in the private sector had access to paid sick days, whereas 76% of full-time workers and 87% of high wage workers (i.e., average wage within the highest 10 percent category) had access.
References
Baydar, N., Joesch, J. M., Kieckhefer, G., Kim, H., & Greek, A. (2007). Employment behaviors of mothers who have a child with asthma. Journal of Family and Economic Issues, 28(3), 337–355. doi:10.1007/s10834-007-9068-5.
Benson, L., & Mokhtari, M. (2011). Parental employment, shared parent–child activities and childhood obesity. Journal of Family and Economic Issues, 32(2), 233–244. doi:10.1007/s10834-011-9249-0.
Bitler, M. P., Gelbach, J. B., & Hoynes, H. W. (2005). Welfare reform and health. Journal of Human Resources, 40(2), 309–334. doi:10.3368/jhr.XL.2.309.
Brown, D. (2002). The role of work and cultural values in occupational choice, satisfaction, and success: A theoretical statement. Journal of Counseling & Development, 80(1), 48–56. doi:10.1002/j.1556-6678.2002.tb00165.x.
Carmichael, F., & Charles, S. (2003). The opportunity costs of informal care: Does gender matter? Journal of Health Economics, 22(5), 781–803. doi:10.1016/S0167-6296(03)00044-4.
Cook, B. L., & Manning, W. G. (2009). Measuring racial/ethnic disparities across the distribution of health care expenditures. Health Services Research, 44(5p1), 1603–1621. doi:10.1111/j.1475-6773.2009.01004.x.
Corman, H., Noonan, K., & Reichman, N. E. (2005). Mothers’ labor supply in fragile families: The role of child health. Eastern Economic Journal, 601–616. Retrieved from http://www.jstor.org/stable/40326366.
Covinsky, K. E., Eng, C., Lui, L.-Y., Sands, L. P., Sehgal, A. R., Walter, L. C., … Yaffe, K. (2001). Reduced employment in caregivers of frail elders: Impact of ethnicity, patient clinical characteristics, and caregiver characteristics. The Journals of Gerontology Series A: Biological Sciences and Medical Sciences, 56(11), M707–M713. doi:10.1093/gerona/56.11.M707.
Gaines, S. O., Jr., Marelich, W. D., Bledsoe, K. L., Steers, W. N., Henderson, M. C., Granrose, C. S., … Page, M. S. (1997). Links between race/ethnicity and cultural values as mediated by racial/ethnic identity and moderated by gender. Journal of Personality and Social Psychology, 72(6), 1460. doi:10.1037/0022-3514.72.6.1460.
Gault, B., Hartmann, H., Hegewisch, A., Milli, J., & Cruse, L. R. (2014). Paid parental leave in the United States: What the data tell us about access, usage, and economic and health benefits. Retrieved from https://www.dol.gov/wb/resources/paid_parental_leave_in_the_united_states.pdf.
Gennetian, L. A., Hill, H. D., London, A. S., & Lopoo, L. M. (2010). Maternal employment and the health of low-income young children. Journal of Health Economics, 29(3), 353–363. doi:10.1016/j.jhealeco.2010.02.007.
Golden, L. (2008). Limited access: Disparities in flexible work schedules and work-at-home. Journal of Family and Economic Issues, 29(1), 86–109. doi:10.1007/s10834-007-9090-7.
Gordon, M., Rosenman, L., & Cuskelly, M. (2007). Constrained labour: Maternal employment when children have disabilities. Journal of Applied Research in Intellectual Disabilities, 20(3), 236–246. doi:10.1111/j.1468-3148.2006.00325.x.
Gould, E. (2004). Decomposing the effects of children’s health on mother’s labor supply: Is it time or money? Health Economics, 13(6), 525–541. doi:10.1002/hec.891.
Greene, W. H. (2003). Econometric Analysis (5th ed.). New York: Pearson.
Heitmueller, A. (2007). The chicken or the egg?: Endogeneity in labour market participation of informal carers in England. Journal of Health Economics, 26(3), 536–559. doi:10.1016/j.jhealeco.2006.10.005.
Jones, A. M., Rice, N., d’Uva, T. B., & Balia, S. (2013). Applied Health Economics (2nd edn.). New York: Routledge.
Kaestner, R., & Kaushal, N. (2003). Welfare reform and health insurance coverage of low-income families. Journal of Health Economics, 22(6), 959–981. doi:10.1016/j.jhealeco.2003.06.004.
Kimmel, J. (1998). Child care costs as a barrier to employment for single and married mothers. The Review of Economics and Statistics, 80(2), 287–299. doi:10.1162/003465398557384.
Kossek, E. E., & Ozeki, C. (1999). Bridging the work-family policy and productivity gap: A literature review. Community, Work and Family, 2(1), 7–32. doi:10.1080/13668809908414247.
Kuhlthau, K. A., & Perrin, J. M. (2001). Child health status and parental employment. Archives of Pediatrics and Adolescent Medicine, 155(12), 1346–1350. doi:10.1001/archpedi.155.12.1346.
Lambrinos, J. (1981). Health: A source of bias in labor supply models. The Review of Economics and Statistics, 63(2), 206–212. doi:10.2307/1924091.
Lilly, M. B., Laporte, A., & Coyte, P. C. (2007). Labor market work and home care’s unpaid caregivers: A systematic review of labor force participation rates, predictors of labor market withdrawal, and hours of work. Milbank Quarterly, 85(4), 641–690. doi:10.1111/j.1468-0009.2007.00504.x.
Loprest, P., & Davidoff, A. (2004). How children with special health care needs affect the employment decisions of low-income parents. Maternal and Child Health Journal, 8(3), 171–182. doi:10.1023/B:MACI.0000037650.83572.81.
Lukemeyer, A., Meyers, M. K., & Smeeding, T. (2000). Expensive children in poor families: Out-of-pocket expenditures for the care of disabled and chronically ill children in welfare families. Journal of Marriage and Family, 62(2), 399–415. doi:10.1111/j.1741-3737.2000.00399.x.
Mahoney, T. A. (1961). Factors determining the labor-force participation of married women. Industrial and Labor Relations Review, 14(4), 563–577. doi:10.2307/2520132.
Mutschler, P. H. (1994). Bearing the costs of our eldercare policies: Work constraints among employed caregivers. Journal of Aging and Social Policy, 5(4), 23–50. doi:10.1300/J031v05n04_03.
Norberg, K. (1998). The effects of daycare reconsidered. National Bureau of Economic Research, Working Paper No. 6769.
Passel, J., Livingston, G., & Cohn, D. (2012). Explaining why minority births now outnumber white births. Retrieved from http://www.pewsocialtrends.org/2012/05/17/explaining-why-minority-births-now-outnumber-white-births/.
Patten, E. (2016). Racial, gender wage gaps persist in U.S. despite some progress. Retrieved from http://www.pewresearch.org/fact-tank/2016/07/01/racial-gender-wage-gaps-persist-in-u-s-despite-some-progress/.
Perrin, J. M., Bloom, S. R., & Gortmaker, S. L. (2007). The increase of childhood chronic conditions in the United States. JAMA: The Journal of the American Medical Association, 297(24), 2755–2759. doi:10.1001/jama.297.24.2755.
Porterfield, S. L. (2002). Work choices of mothers in families with children with disabilities. Journal of Marriage and Family, 64(4), 972–981. doi:10.1111/j.1741-3737.2002.00972.x.
Powers, E. T. (2001). New estimates of the impact of child disability on maternal employment. American Economic Review, 91(2), 135–139. doi:10.1257/aer.91.2.135.
Powers, E. T. (2003). Children’s health and maternal work activity estimates under alternative disability definitions. Journal of Human Resources, 38(3), 522–556. doi:10.3368/jhr.XXXVIII.3.522.
Reichman, N. E., Corman, H., & Noonan, K. (2008). Impact of child disability on the family. Maternal and Child Health Journal, 12(6), 679–683. doi:10.1007/s10995-007-0307-z.
Salkever, D. S. (1982). Children’s health problems and maternal work status. Journal of Human Resources, 17(1), 94–109. doi:10.2307/145526.
Stone, R. I., & Short, P. F. (1990). The competing demands of employment and informal caregiving to disabled elders. Medical Care, 28(6), 513–526.
US Bureau of Labor Statistics. (2015). Women in the labor force: A databook. Retrieved from https://www.bls.gov/opub/reports/womens-databook/archive/women-in-the-labor-force-a-databook-2015.pdf.
White-Means, S., & Chollet, D. (1996). Opportunity wages and workforce adjustments: Understanding the cost of in-home elder care. The Journals of Gerontology Series B: Psychological Sciences and Social Sciences, 51B(2), S82–S90. doi:10.1093/geronb/51B.2.S82.
Wolfe, B. L., & Hill, S. C. (1995). The effect of health on the work effort of single mothers. Journal of Human Resources, 30(1), 42–62. doi:10.2307/146190.
Zan, H., & Scharff, R. L. (2014). The heterogeneity in financial and time burden of caregiving to children with chronic conditions. Maternal and Child Health Journal, 19(3), 615–625. doi:10.1007/s10995-014-1547-3.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no conflict of interest.
Ethical Approval
This article does not contain any studies with human participants performed by any of the authors.
Rights and permissions
About this article
Cite this article
Zan, H., Scharff, R.L. The Effects of Children’s Health on Mothers’ Employment. J Fam Econ Iss 39, 297–309 (2018). https://doi.org/10.1007/s10834-017-9552-5
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10834-017-9552-5