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Self-employment and Okun’s Law relationship: the Spanish case

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  • Porras, María Sylvina
  • Martín-Román, Ángel L.

Abstract

The present research provides evidence on the determinants driving the differences in the unemployment-output relationship in Spanish regions. We followed a two-step approach. First, we estimated a set of time-varying Okun’s coefficients (rolling-window) for the autonomous communities in Spain (1981-2013) showing significant regional differences as well as important changes over time. At the second step, we estimated FMOLS and DOLS models to explain regional differences in Okun’s law. The results obtained lead to the conclusion that differences in the weight of self-employment and its variations over time prove relevant when accounting for differences in Okun’s law between Spanish regions, and its effect (in standard deviations) is greater than that of variations in labour productivity per worker, which so far had been considered the main driver of regional discrepancies. The economic policy implications of this outcome are huge due to the fact that Spanish regional and national authorities are promoting self-employment.

Suggested Citation

  • Porras, María Sylvina & Martín-Román, Ángel L., 2017. "Self-employment and Okun’s Law relationship: the Spanish case," GLO Discussion Paper Series 157, Global Labor Organization (GLO).
    • Handle: RePEc:zbw:glodps:157
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    References listed on IDEAS

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    1. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    2. Thurik, A. Roy & Carree, Martin A. & van Stel, André & Audretsch, David B., 2008. "Does self-employment reduce unemployment?," Journal of Business Venturing, Elsevier, vol. 23(6), pages 673-686, November.
    3. Antonio Aníbal Golpe & André van Stel, 2008. "Self-Employment and Unemployment in Spanish Regions in the Period 1979–2001," International Studies in Entrepreneurship, in: Emilio Congregado (ed.), Measuring Entrepreneurship, chapter 0, pages 191-204, Springer.
    4. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    5. Peter Pedroni, 2000. "Fully Modified OLS for Heterogeneous Cointegrated Panels," Department of Economics Working Papers 2000-03, Department of Economics, Williams College.
    6. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    7. Emilio Congregado & Antonio Golpe & Simon Parker, 2012. "The dynamics of entrepreneurship: hysteresis, business cycles and government policy," Empirical Economics, Springer, vol. 43(3), pages 1239-1261, December.
    8. Dimitris Christopoulos, 2004. "The relationship between output and unemployment: Evidence from Greek regions," Papers in Regional Science, Springer;Regional Science Association International, vol. 83(3), pages 611-620, July.
    9. Binet Marie-estelle & Francois Facchini, 2013. "Okun's law in the french regions: a cross-regional comparison," Economics Bulletin, AccessEcon, vol. 33(1), pages 420-433.
    10. José Millán & Emilio Congregado & Concepción Román, 2012. "Erratum to: Determinants of self-employment survival in Europe," Small Business Economics, Springer, vol. 38(2), pages 259-263, February.
    11. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    12. Guisinger, Amy Y. & Hernandez-Murillo, Ruben & Owyang, Michael T. & Sinclair, Tara M., 2018. "A state-level analysis of Okun's law," Regional Science and Urban Economics, Elsevier, vol. 68(C), pages 239-248.
    13. Helmut Herwartz & Annekatrin Niebuhr, 2011. "Growth, unemployment and labour market institutions: evidence from a cross-section of EU regions," Applied Economics, Taylor & Francis Journals, vol. 43(30), pages 4663-4676.
    14. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    15. Adolfo Maza & José Villaverde, 2007. "Okun's law in the Spanish regions," Economics Bulletin, AccessEcon, vol. 18(5), pages 1-11.
    16. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    17. Durech, Richard & Minea, Alexandru & Mustea, Lavinia & Slusna, Lubica, 2014. "Regional evidence on Okun's Law in Czech Republic and Slovakia," Economic Modelling, Elsevier, vol. 42(C), pages 57-65.
    18. Mary C. Daly & John G. Fernald & Òscar Jordà & Fernanda Nechio, 2014. "Interpreting deviations from Okun’s Law," FRBSF Economic Letter, Federal Reserve Bank of San Francisco.
    19. Binet Marie-estelle & Francois Facchini, 2013. "Okun's law in the french regions: a cross-regional comparison," Economics Bulletin, AccessEcon, vol. 33(1), pages 420-433.
    20. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    21. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    22. Nicholas Apergis & Anthony Rezitis, 2003. "An examination of Okun's law: evidence from regional areas in Greece," Applied Economics, Taylor & Francis Journals, vol. 35(10), pages 1147-1151.
    23. Miquel Clar-Lopez & Jordi López-Tamayo & Raúl Ramos, 2014. "Unemployment forecasts, time varying coefficient models and the Okun’s law in Spanish regions," Economics and Business Letters, Oviedo University Press, vol. 3(4), pages 247-262.
    24. Juan Ramón Cuadrado Roura & Carlos Iglesias Fernández & Raquel Llorente Heras, 2005. "El empleo autónomo en España: factores determinantes de su reciente evolución," CIRIEC-España, revista de economía pública, social y cooperativa, CIRIEC-España, issue 52, pages 175-200, August.
    25. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    26. Leopold Sogner & Alfred Stiassny, 2002. "An analysis on the structural stability of Okun's law--a cross-country study," Applied Economics, Taylor & Francis Journals, vol. 34(14), pages 1775-1787.
    27. Villaverde, José & Maza, Adolfo, 2009. "The robustness of Okun's law in Spain, 1980-2004: Regional evidence," Journal of Policy Modeling, Elsevier, vol. 31(2), pages 289-297.
    28. Millán, José María & Congregado, Emilio & Román, Concepción, 2014. "Persistence in entrepreneurship and its implications for the European entrepreneurial promotion policy," Journal of Policy Modeling, Elsevier, vol. 36(1), pages 83-106.
    29. José Millán & Emilio Congregado & Concepción Román, 2012. "Determinants of self-employment survival in Europe," Small Business Economics, Springer, vol. 38(2), pages 231-258, February.
    30. Congregado, Emilio & Golpe, Antonio A. & Carmona, Mónica, 2010. "Is it a good policy to promote self-employment for job creation? Evidence from Spain," Journal of Policy Modeling, Elsevier, vol. 32(6), pages 828-842, November.
    31. Concepción Román & Emilio Congregado & José Millán, 2011. "Dependent self-employment as a way to evade employment protection legislation," Small Business Economics, Springer, vol. 37(3), pages 363-392, October.
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    More about this item

    Keywords

    Okun’s Law; self-employment; unemployment; GDP; Spanish regions;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search

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