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State dependence, individual heterogeneity, and the choice of employment status: evidence from Korea

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  • Ki-Dong Lee
  • Seo-Hyeong Lee
  • Jong-Il Choe

Abstract

Focusing on the individual heterogeneity, this article examines the causes of an individual’s employment status choice and the extent of state dependence in the Korean labour market. We estimate a dynamic multinomial logit model using the panel data drawn from the first to fifteenth wave of the Korean Labour and Income Panel Study. The results suggest the presence of state dependence. Individual characteristics and growth background have a significant effect on the choice of employment status. Gender is still an important employment factor; males are more likely to be employed and this gender effect is highest for regular employment (RE). One’s educational attainment and age operate in opposite directions. That is, educational attainment (age) has a positive (negative) impact on the choice of a regular job and a negative (positive) impact on the choice of a non-regular job. Contrary to our expectations, a wealthy family background reduces the probability of individuals being wage workers, and raises the probability of them being unemployed. The barriers to RE are greater than for non-regular employment. These findings are of great importance for designing policies to effectively address unemployment and labour informality problems in Korea.

Suggested Citation

  • Ki-Dong Lee & Seo-Hyeong Lee & Jong-Il Choe, 2018. "State dependence, individual heterogeneity, and the choice of employment status: evidence from Korea," Applied Economics, Taylor & Francis Journals, vol. 50(8), pages 824-837, February.
    • Handle: RePEc:taf:applec:v:50:y:2018:i:8:p:824-837
    DOI: 10.1080/00036846.2017.1343447
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    1. Gong, Xiaodong & Van Soest, Arthur & Villagomez, Elizabeth, 2004. "Mobility in the Urban Labor Market: A Panel Data Analysis for Mexico," Economic Development and Cultural Change, University of Chicago Press, vol. 53(1), pages 1-36, October.
    2. Blanchflower, David G., 2000. "Self-employment in OECD countries," Labour Economics, Elsevier, vol. 7(5), pages 471-505, September.
    3. Umut Oguzoglu, 2016. "Disability and Multi-State Labour Force Choices with State Dependence," The Economic Record, The Economic Society of Australia, vol. 92(296), pages 28-46, March.
    4. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    5. Martin Biewen, 2009. "Measuring state dependence in individual poverty histories when there is feedback to employment status and household composition," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1095-1116, November.
    6. Stephen Knights & Mark N. Harris & Joanne Loundes, 2002. "Dynamic Relationships in the Australian Labour Market: Heterogeneity and State Dependence," The Economic Record, The Economic Society of Australia, vol. 78(242), pages 284-298, September.
    7. Marloes de Graaf-Zijl & Gerard van den Berg & Arjan Heyma, 2011. "Stepping stones for the unemployed: the effect of temporary jobs on the duration until (regular) work," Journal of Population Economics, Springer;European Society for Population Economics, vol. 24(1), pages 107-139, January.
    8. Michael W. L. Elsby & Bart Hobijn & Ayşegül Şahin, 2013. "Unemployment Dynamics in the OECD," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 530-548, May.
    9. Nickell, Stephen J, 1980. "A Picture of Male Unemployment in Britain," Economic Journal, Royal Economic Society, vol. 90(363), pages 776-794, December.
    10. Heckman, James J & Borjas, George J, 1980. "Does Unemployment Cause Future Unemployment? Definitions, Questions and Answers from a Continuous Time Model of Heterogeneity and State Dependence," Economica, London School of Economics and Political Science, vol. 47(187), pages 247-283, August.
    11. Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-764, May.
    12. Arulampalam, Wiji & Booth, Alison L & Taylor, Mark P, 2000. "Unemployment Persistence," Oxford Economic Papers, Oxford University Press, vol. 52(1), pages 24-50, January.
    13. Knights, Stephen & Harris, Mark N & Loundes, Joanne, 2002. "Dynamic Relationships in the Australian Labour Market: Heterogeneity and State Dependence," The Economic Record, The Economic Society of Australia, vol. 78(242), pages 284-298, September.
    14. Sabine Bernabè & Marco Stampini, 2009. "Labour mobility during transition Evidence from Georgia1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 17(2), pages 377-409, April.
    15. Mark B. Stewart, 2007. "The interrelated dynamics of unemployment and low-wage employment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 511-531.
    16. Kondo, Ayako, 2007. "Does the first job really matter? State dependency in employment status in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 21(3), pages 379-402, September.
    17. Menno Pradhan & Arthur Van Soest, 1997. "Household Labor Supply In Urban Areas Of Bolivia," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 300-310, May.
    18. Olivier Jean Blanchard & Peter Diamond, 1994. "Ranking, Unemployment Duration, and Wages," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 417-434.
    19. Pauline Givord & Lionel Wilner, 2015. "When Does the Stepping‐Stone Work? Fixed‐Term Contracts Versus Temporary Agency Work in Changing Economic Conditions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(5), pages 787-805, August.
    20. Magnac, Thierry, 2000. "Subsidised Training and Youth Employment: Distinguishing Unobserved Heterogeneity from State Dependence in Labour Market Histories," Economic Journal, Royal Economic Society, vol. 110(466), pages 805-837, October.
    21. Victoria Prowse, 2012. "Modeling Employment Dynamics With State Dependence and Unobserved Heterogeneity," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(3), pages 411-431, April.
    22. Miller, Carole F, 1997. "Structural Change in the Probability of Part-Time Participation by Married Women," Bulletin of Economic Research, Wiley Blackwell, vol. 49(4), pages 257-273, October.
    23. Doiron, Denise & Gørgens, Tue, 2008. "State dependence in youth labor market experiences, and the evaluation of policy interventions," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 81-97, July.
    24. Kory Kroft & Fabian Lange & Matthew J. Notowidigdo, 2013. "Duration Dependence and Labor Market Conditions: Evidence from a Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 1123-1167.
    25. GiSeung Kim & Joonmo Cho, 2009. "Entry dynamics of self-employment in South Korea," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 21(3), pages 303-323, May.
    26. Pauline GIVORD & Lionel WILNER, 2009. "Fixed-Term Contracts, Incentives and Effort," Working Papers 2009-15, Center for Research in Economics and Statistics.
    27. Dean R. Hyslop, 1999. "State Dependence, Serial Correlation and Heterogeneity in Intertemporal Labor Force Participation of Married Women," Econometrica, Econometric Society, vol. 67(6), pages 1255-1294, November.
    28. Robert H. Topel & Michael P. Ward, 1992. "Job Mobility and the Careers of Young Men," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 439-479.
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