Is precarious employment damaging to self-rated health? Results of propensity score matching methods, using longitudinal data in South Korea
We aimed to evaluate the health effects of precarious employment based on a counterfactual framework, using the Korea Labor and Income Panel Survey data. At the 4th wave (2001), information was obtained on 1991 male and 1378 female waged workers. Precarious work was defined on the basis of workers employed on a temporary or daily basis, part-time, or in a contingent (fixed short-term) job. The outcome was self-rated health with five response categories. Confounding factors included age, marital status, education, industry and occupation of current employment, household income, residential area, and prior health status. Propensity scores for each individual to be a precarious worker were calculated from logistic models including those covariates, and based on them, precarious workers were matched to non-precarious workers. Then, we examined the effects of precarious employment on health and explored the potential intermediary variables, using ordered logistic Generalized Estimating Equations models. All analyses were performed separately by gender. Precarious workers were found to be in a lower socioeconomic position and to have worse health status. Univariate matched analyses showed that precarious employment was associated with worse health in both men and women. By further controlling for socio-demographic covariates, the odds ratios were attenuated but remained significant. Job satisfaction, especially as related to job insecurity, and monthly wage further attenuated the effects. This suggests that to improve health status of precarious workers in Korea, policy strategies need to tackle the channeling of the socially disadvantaged into precarious jobs. Also, regulations to eliminate discrimination against precarious workers in working conditions or material reward should be introduced and enforced. There is no doubt that job insecurity, which is pervasive among workers in Korea, should be minimized by suspending market-oriented labor policies which rely on quantitative flexibility.
If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
Volume (Year): 67 (2008)
Issue (Month): 12 (December)
|Contact details of provider:|| Web page: http://www.elsevier.com/wps/find/journaldescription.cws_home/315/description#description|
|Order Information:|| Postal: http://www.elsevier.com/wps/find/supportfaq.cws_home/regional|
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Bardasi, Elena & Francesconi, Marco, 2004.
"The impact of atypical employment on individual wellbeing: evidence from a panel of British workers,"
Social Science & Medicine,
Elsevier, vol. 58(9), pages 1671-1688, May.
- Bardasi, Elena & Francesconi, Marco, 2003. "The impact of atypical employment on individual wellbeing: evidence from a panel of British workers," ISER Working Paper Series 2003-02, Institute for Social and Economic Research.
- Rodriguez, Eunice, 2002. "Marginal employment and health in Britain and Germany: does unstable employment predict health?," Social Science & Medicine, Elsevier, vol. 55(6), pages 963-979, September.
- Gospel, Howard., 2003. "Quality of working life : a review on changes in work organization, conditions of employment and work-life arrangements," ILO Working Papers 993623463402676, International Labour Organization.
- Menéndez, María & Benach, Joan & Muntaner, Carles & Amable, Marcelo & O'Campo, Patricia, 2007. "Is precarious employment more damaging to women's health than men's?," Social Science & Medicine, Elsevier, vol. 64(4), pages 776-781, February.
- Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
- Caliendo, Marco & Kopeinig, Sabine, 2005. "Some Practical Guidance for the Implementation of Propensity Score Matching," IZA Discussion Papers 1588, Institute for the Study of Labor (IZA).
- Marco Caliendo & Sabine Kopeinig, 2005. "Some Practical Guidance for the Implementation of Propensity Score Matching," Discussion Papers of DIW Berlin 485, DIW Berlin, German Institute for Economic Research.
- repec:ilo:ilowps:362346 is not listed on IDEAS Full references (including those not matched with items on IDEAS)