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Persistence of Individual Unemployment in Indonesia: Dynamic Probit Analysis from Panel SUSENAS 2008-2010

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  • Syamsul Hidayat Pasaribu

    (Department of Economics and International Center for Applied Finance and Economics (InterCAFE), Bogor Agricultural University, Indonesia)

Abstract

This paper presents a dynamic probit analysis of individual unemployment incidence using a panel survey on the national socio-economy (SUSENAS), 2008-2010. It compares a variety of dynamic random effects estimators, particularly focusing on the Heckman's (1981) and Wooldridge's (2005) approaches. The main result shows a strong evidence of persistence or state dependence of individual unemployment in Indonesia and therefore consistent with the theory of scar unemployment. This means that a person's unemployment experience has an implication to his his/her future of labour market experience.

Suggested Citation

  • Syamsul Hidayat Pasaribu, 2016. "Persistence of Individual Unemployment in Indonesia: Dynamic Probit Analysis from Panel SUSENAS 2008-2010," International Journal of Economics and Financial Issues, Econjournals, vol. 6(3), pages 1239-1246.
  • Handle: RePEc:eco:journ1:2016-03-54
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    References listed on IDEAS

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    1. Rabe-Hesketh, Sophia & Skrondal, Anders, 2013. "Avoiding biased versions of Wooldridge’s simple solution to the initial conditions problem," Economics Letters, Elsevier, vol. 120(2), pages 346-349.
    2. Margherita Comola & Luiz De Mello, 2011. "How Does Decentralized Minimum Wage Setting Affect Employment And Informality? The Case Of Indonesia," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57, pages 79-99, May.
    3. Holmlund, Bertil, 1998. " Unemployment Insurance in Theory and Practice," Scandinavian Journal of Economics, Wiley Blackwell, vol. 100(1), pages 113-141, March.
    4. Daniel Suryadarma & Asep Suryahadi & Sudarno Sumarto, 2013. "Sectoral Growth And Job Creation: Evidence From Indonesia," Journal of International Development, John Wiley & Sons, Ltd., vol. 25(4), pages 549-561, May.
    5. Vishwanath, Tara, 1986. "A theory of scar unemployment," Economics Letters, Elsevier, vol. 21(1), pages 85-88.
    6. 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.
    7. 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.
    8. Ana Iturriza & Arjun S. Bedi & Robert Sparrow, 2011. "Unemployment Assistance and Transition to Employment in Argentina," Economic Development and Cultural Change, University of Chicago Press, vol. 59(4), pages 811-837.
    9. Stephan Klasen & Ingrid Woolard, 2009. "Surviving Unemployment Without State Support: Unemployment and Household Formation in South Africa," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 18(1), pages 1-51, January.
    10. Atkinson, Anthony B & Micklewright, John, 1991. "Unemployment Compensation and Labor Market Transitions: A Critical Review," Journal of Economic Literature, American Economic Association, vol. 29(4), pages 1679-1727, December.
    11. Biewen, Martin & Steffes, Susanne, 2010. "Unemployment persistence: Is there evidence for stigma effects?," Economics Letters, Elsevier, vol. 106(3), pages 188-190, March.
    12. 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.
    13. Unknown, 1986. "Letters," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 1(4), pages 1-9.
    14. Arulampalam, Wiji & Booth, Alison L & Taylor, Mark P, 2000. "Unemployment Persistence," Oxford Economic Papers, Oxford University Press, vol. 52(1), pages 24-50, January.
    15. Muhleisen, Martin & Zimmermann, Klaus F., 1994. "A panel analysis of job changes and unemployment," European Economic Review, Elsevier, vol. 38(3-4), pages 793-801, April.
    16. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    17. Wiji Arulampalam & Mark B. Stewart, 2009. "Simplified Implementation of the Heckman Estimator of the Dynamic Probit Model and a Comparison with Alternative Estimators," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(5), pages 659-681, October.
    18. Bertil Holmlund, 1998. "Unemployment Insurance in Theory and Practice," Scandinavian Journal of Economics, Wiley Blackwell, vol. 100(1), pages 113-141, March.
    19. Bruce Meyer, 2002. "Unemployment and workers' compensation programmes: rationale, design, labour supply and income support ," Fiscal Studies, Institute for Fiscal Studies, vol. 23(1), pages 1-49, March.
    20. Mary Corcoran & Martha S. Hill, 1985. "Reoccurrence of Unemployment among Adult Men," Journal of Human Resources, University of Wisconsin Press, vol. 20(2), pages 165-183.
    21. Narendranathan, Wiji & Elias, Peter, 1993. "Influences of Past History on the Incidence of Youth Unemployment: Empirical Findings for the UK," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 55(2), pages 161-185, May.
    22. Flaig, Gebhard & Licht, Georg & Steiner, Viktor, 1993. "Testing for state dependence effects in a dynamic model of male unemployment behaviour," ZEW Discussion Papers 93-07, ZEW - Leibniz Centre for European Economic Research.
    23. Christopher A. Pissarides, 1992. "Loss of Skill During Unemployment and the Persistence of Employment Shocks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(4), pages 1371-1391.
    24. Gregg, Paul, 2001. "The Impact of Youth Unemployment on Adult Unemployment in the NCDS," Economic Journal, Royal Economic Society, vol. 111(475), pages 626-653, November.
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    2. Selcuk GEMICIOGLU & Hasan SAHIN, 2023. "Unemployment Persistence in The Turkish Labor Market," Journal of Economic Policy Researches, Istanbul University, Faculty of Economics, vol. 10(1), pages 181-211, January.

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    More about this item

    Keywords

    Persistent Unemployment; State Dependence; Heckman's Estimator; Wooldridge's Estimator;
    All these keywords.

    JEL classification:

    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • J65 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment Insurance; Severance Pay; Plant Closings
    • J68 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Public Policy

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