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The heterogeneity of Okun's law: A metaregression analysis

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  • Porras-Arena, M. Sylvina
  • Martín-Román, Ángel L.

Abstract

Okun's law is an extremely influential parameter in empirical research and policy analysis, based on the sizable number of estimates from this perspective. Nevertheless, it is also subject to considerable heterogeneity. We first show graphical and statistical evidence on the existence of a high level of heterogeneity among Okun's law estimates in existing research, then analyze potential sources of heterogeneity. Using 1,213 estimates of Okun's law for various countries, regions, and time periods, separate metaregressions are estimated; one using estimates with the unemployment rate as the dependent variable, and the other with output as the dependent variable. Our findings indicate that the specification of the underlying model of the relationship has an effect on the magnitude of Okun's parameter. Differential labor market characteristics may also explain part of the observed heterogeneity. Finally, the results are also found to be influenced by methodological issues, such as the type of data (time series or panel data), the frequency of the data (annual or quarterly), the spatial coverage of the estimates (country, region, or group of countries), whether more variables are included in estimations, and whether a dynamic or static, symmetric or asymmetric model is estimated. This paper contributes to highlight the heterogeneity affecting the estimates of Okun's law and that needs to be taken into account. In order to know the "true" relationship between unemployment and economic growth, researchers should bear in mind that there are a number of methodological choices that have consequences for the results.

Suggested Citation

  • Porras-Arena, M. Sylvina & Martín-Román, Ángel L., 2022. "The heterogeneity of Okun's law: A metaregression analysis," GLO Discussion Paper Series 1069, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:1069
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    1. Minasyan, Anna & Zenker, Juliane & Klasen, Stephan & Vollmer, Sebastian, 2019. "Educational gender gaps and economic growth: A systematic review and meta-regression analysis," World Development, Elsevier, vol. 122(C), pages 199-217.
    2. Laurence Ball & Daniel Leigh & Prakash Loungani, 2017. "Okun's Law: Fit at 50?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(7), pages 1413-1441, October.
    3. Hodrick, Robert J & Prescott, Edward C, 1997. "Postwar U.S. Business Cycles: An Empirical Investigation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 1-16, February.
    4. Yu Hsing, 1991. "Unemployment and the GNP Gap: Okun's Law Revisited," Eastern Economic Journal, Eastern Economic Association, vol. 17(4), pages 409-416, Oct-Dec.
    5. Silvia Palombi & Roger Perman & Christophe Tavéra, 2017. "Commuting effects in Okun's Law among British areas: Evidence from spatial panel econometrics," Papers in Regional Science, Wiley Blackwell, vol. 96(1), pages 191-209, March.
    6. Harvey,Andrew C., 1991. "Forecasting, Structural Time Series Models and the Kalman Filter," Cambridge Books, Cambridge University Press, number 9780521405737, September.
    7. Iamsiraroj, Sasi & Ulubaşoğlu, Mehmet Ali, 2015. "Foreign direct investment and economic growth: A real relationship or wishful thinking?," Economic Modelling, Elsevier, vol. 51(C), pages 200-213.
    8. Lee, Jim, 2000. "The Robustness of Okun's Law: Evidence from OECD Countries," Journal of Macroeconomics, Elsevier, vol. 22(2), pages 331-356, April.
    9. Giovanni Busetta & Dario Corso, 2012. "Labor Productivity and Okun's Law: An Empirical Application to Italian Regional Panel Data," Rivista italiana degli economisti, Società editrice il Mulino, issue 2, pages 279-298.
    10. Silvia Palombi & Roger Perman & Christophe Tav鲡, 2015. "Regional growth and unemployment in the medium run: asymmetric cointegrated Okun's Law for UK regions," Applied Economics, Taylor & Francis Journals, vol. 47(57), pages 6228-6238, December.
    11. T. D. Stanley, 2005. "Beyond Publication Bias," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 309-345, July.
    12. Neves, Pedro Cunha & Afonso, Oscar & Silva, Diana & Sochirca, Elena, 2021. "The link between intellectual property rights, innovation, and growth: A meta-analysis," Economic Modelling, Elsevier, vol. 97(C), pages 196-209.
    13. Petra Valickova & Tomas Havranek & Roman Horvath, 2015. "Financial Development And Economic Growth: A Meta-Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 29(3), pages 506-526, July.
    14. 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.
    15. 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.
    16. Roger Perman & Christophe Tavera, 2007. "Testing for convergence of the Okun’s Law coefficient in Europe," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 34(1), pages 45-61, March.
    17. 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.
    18. Özer Arabaci & Rabihan Yuksel Arabaci, 2018. "A Flexible Nonlinear Inference to Okun’s Law for Turkish Economy in the Last Decade," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 65(5), pages 569-586.
    19. Giorgio Canarella & Stephen M. Miller, 2017. "Did Okun’s law die after the Great Recession?," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 52(4), pages 216-226, October.
    20. Beveridge, Stephen & Nelson, Charles R., 1981. "A new approach to decomposition of economic time series into permanent and transitory components with particular attention to measurement of the `business cycle'," Journal of Monetary Economics, Elsevier, vol. 7(2), pages 151-174.
    21. Athina Economou & Iacovos N. Psarianos, 2016. "Revisiting Okun’s Law in European Union countries," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 43(2), pages 275-287, May.
    22. 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.
    23. Freeman, Donald G, 2001. "Panel Tests of Okun's Law for Ten Industrial Countries," Economic Inquiry, Western Economic Association International, vol. 39(4), pages 511-523, October.
    24. Abiodun O. Folawewo & Oluwafemi M. Adeboje, 2017. "Macroeconomic Determinants of Unemployment: Empirical Evidence from Economic Community of West African States," African Development Review, African Development Bank, vol. 29(2), pages 197-210, June.
    25. Arabinda Basistha & Casto Martin Montero Kuscevic, 2017. "The role of spatial GDP spillovers in state-level Okun’s law," Letters in Spatial and Resource Sciences, Springer, vol. 10(3), pages 353-360, October.
    26. Marianne Baxter & Robert G. King, 1999. "Measuring Business Cycles: Approximate Band-Pass Filters For Economic Time Series," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 575-593, November.
    27. Adolfo Maza & José Villaverde, 2007. "Okun's law in the Spanish regions," Economics Bulletin, AccessEcon, vol. 18(5), pages 1-11.
    28. Marat Ibragimov & Rustam Ibragimov, 2017. "Unemployment and output dynamics in CIS countries: Okun’s law revisited," Applied Economics, Taylor & Francis Journals, vol. 49(34), pages 3453-3479, July.
    29. Costas KARFAKIS & Constantinos KATRAKILIDIS & Eftychia TSANANA, 2014. "Does output predict unemployment? A look at Okun's law in Greece," International Labour Review, International Labour Organization, vol. 153(3), pages 421-433, September.
    30. Paramsothy Silvapulle & Imad A. Moosa & Mervyn J. Silvapulle, 2004. "Asymmetry in Okun's law," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 37(2), pages 353-374, May.
    31. Huang, Ho-Chuan (River) & Lin, Shu-Chin, 2008. "Smooth-time-varying Okun's coefficients," Economic Modelling, Elsevier, vol. 25(2), pages 363-375, March.
    32. 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.
    33. Abbas Valadkhani, 2015. "Okun's Law in Australia," The Economic Record, The Economic Society of Australia, vol. 91(295), pages 509-522, December.
    34. Lichter, Andreas & Peichl, Andreas & Siegloch, Sebastian, 2015. "The own-wage elasticity of labor demand: A meta-regression analysis," European Economic Review, Elsevier, vol. 80(C), pages 94-119.
    35. Robert J. Gordon, 1984. "Unemployment and Potential Output in the 1980s," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 15(2), pages 537-568.
    36. Oliver Hutengs & Georg Stadtmann, 2014. "Age- and Gender-Specific Unemployment in Scandinavian Countries: An Analysis based on Okun’s Law," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 56(4), pages 567-580, December.
    37. Laurence Ball & Davide Furceri & Daniel Leigh & Prakash Loungani, 2019. "Does One Law Fit All? Cross-Country Evidence on Okun’s Law," Open Economies Review, Springer, vol. 30(5), pages 841-874, November.
    38. Ball, Laurence & Jalles, João Tovar & Loungani, Prakash, 2015. "Do forecasters believe in Okun’s Law? An assessment of unemployment and output forecasts," International Journal of Forecasting, Elsevier, vol. 31(1), pages 176-184.
    39. Moosa, Imad A., 1997. "A Cross-Country Comparison of Okun's Coefficient," Journal of Comparative Economics, Elsevier, vol. 24(3), pages 335-356, June.
    40. Ryan Herzog, 2013. "Using state level employment thresholds to explain Okun’s Law," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-26, December.
    41. Guilherme Alexandre Tombolo & Marcos Minoru Hasegawa, 2014. "Okun’s Law: Evidence for the Brazilian Economy," Economic Research Guardian, Mutascu Publishing, vol. 4(1), pages 2-12, June.
    42. Francesco Aiello & Graziella Bonanno, 2019. "Explaining Differences In Efficiency: A Meta‐Study On Local Government Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 33(3), pages 999-1027, July.
    43. Engelbert Stockhammer & Dimitris P. Sotiropoulos, 2014. "Rebalancing the Euro Area: The Costs of Internal Devaluation," Review of Political Economy, Taylor & Francis Journals, vol. 26(2), pages 210-233, April.
    44. Anderson, Edward & d'Orey, Maria Ana Jalles & Duvendack, Maren & Esposito, Lucio, 2018. "Does Government Spending Affect Income Poverty? A Meta-regression Analysis," World Development, Elsevier, vol. 103(C), pages 60-71.
    45. T.D. Stanley & Hristos Doucouliagos & Margaret Giles & Jost Heckemeyer & Robert Johnston & Patrice Laroche & Jon Nelson & Martin Paldam & Jacques Poot & Geoff Pugh & Randall Rosenberger & Katja Rost, 2013. "Meta-analysis of economics research reporting guidelines," Post-Print hal-02137661, HAL.
    46. Porras-Arena, M. Sylvina & Martín-Román, Ángel L., 2019. "Self-employment and the Okun's law," Economic Modelling, Elsevier, vol. 77(C), pages 253-265.
    47. Paramsothy Silvapulle & Imad Moosa & Mervyn Silvapulle, 2004. "Asymmetry in Okun's law," Canadian Journal of Economics, Canadian Economics Association, vol. 37(2), pages 353-374, May.
    48. Rui Pereira, 2014. "Okun’s law, asymmetries and regional spillovers: evidence from Virginia metropolitan statistical areas and the District of Columbia," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(2), pages 583-595, March.
    49. Yang, Yong & Mallick, Sushanta, 2014. "Explaining cross-country differences in exporting performance: The role of country-level macroeconomic environment," International Business Review, Elsevier, vol. 23(1), pages 246-259.
    50. 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.
    51. Emrah Ismail Cevik & Sel Dibooglu & Salih Barişik, 2013. "Asymmetry in the Unemployment–Output Relationship Over the Business Cycle: Evidence from Transition Economies," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 55(4), pages 557-581, December.
    52. Roger Perman & Gaetan Stephan & Christophe Tavéra, 2015. "Okun's Law—a Meta-analysis," Manchester School, University of Manchester, vol. 83(1), pages 101-126, January.
    53. Athina Economou & Iacovos N. Psarianos, 2016. "Revisiting Okun’s Law in European Union countries," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 43(2), pages 275-287, May.
    54. Luca Zanin & Giampiero Marra, 2012. "Rolling Regression Versus Time‐Varying Coefficient Modelling: An Empirical Investigation Of The Okun'S Law In Some Euro Area Countries," Bulletin of Economic Research, Wiley Blackwell, vol. 64(1), pages 91-108, January.
    55. Vadim Kufenko & Niels Geiger, 2017. "Stylized Facts of the Business Cycle: Universal Phenomenon, or Institutionally Determined?," Journal of Business Cycle Research, Springer;Centre for International Research on Economic Tendency Surveys (CIRET), vol. 13(2), pages 165-187, November.
    56. Donald Freeman, 2000. "Regional tests of Okun's law," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 6(3), pages 557-570, August.
    57. Valadkhani, Abbas & Smyth, Russell, 2015. "Switching and asymmetric behaviour of the Okun coefficient in the US: Evidence for the 1948–2015 period," Economic Modelling, Elsevier, vol. 50(C), pages 281-290.
    58. Marcel Novák & Ľubomír Darmo, 2019. "Okun´s Law over the Business Cycle: Does it Change in the EU Countries after the Financial Crisis?," Prague Economic Papers, Prague University of Economics and Business, vol. 2019(2), pages 235-254.
    59. Katos, A. & Pallis, D. & Katsouli, E., 2004. "System Estimates of Cyclical Unemployment and Cyclical Output in the 15 European Union Member-States, 1961-1999," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 1(4), pages 5-26.
    60. Huang, Kaixing & Yan, Wenshou & Sim, Nicholas & Guo, Yuqing & Xie, Fang, 2022. "Can trade explain the rising trends in income inequality? Insights from 40 years of empirical studies," Economic Modelling, Elsevier, vol. 107(C).
    61. Brian Silverstone & Richard Harris, 2001. "Testing for asymmetry in Okun's law: A cross-country comparison," Economics Bulletin, AccessEcon, vol. 5(2), pages 1-13.
    62. Stanley, T. D. & Doucouliagos, Chris, 2019. "Practical Significance, Meta-Analysis and the Credibility of Economics," IZA Discussion Papers 12458, Institute of Labor Economics (IZA).
    63. Ho‐Chuan (River) Huang & Ya‐Kai Chang, 2005. "INVESTIGATING OKUN's LAW BY THE STRUCTURAL BREAK WITH THRESHOLD APPROACH: EVIDENCE FROM CANADA," Manchester School, University of Manchester, vol. 73(5), pages 599-611, September.
    64. Luis A. Gil-Alana & Marinko Skare & Sanja Blazevic Buric, 2020. "Testing Okun’s law. Theoretical and empirical considerations using fractional integration," Applied Economics, Taylor & Francis Journals, vol. 52(5), pages 459-474, January.
    65. Karlyn Mitchell & Douglas Pearce, 2010. "Do Wall Street economists believe in Okun’s Law and the Taylor Rule?," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 34(2), pages 196-217, April.
    66. Ho-Chuan Huang & Shu-Chin Lin, 2006. "A flexible nonlinear inference to Okun's relationship," Applied Economics Letters, Taylor & Francis Journals, vol. 13(5), pages 325-331.
    67. Roger Perman & Christophe Tavera, 2005. "A cross-country analysis of the Okun's Law coefficient convergence in Europe," Applied Economics, Taylor & Francis Journals, vol. 37(21), pages 2501-2513.
    68. 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.
    69. 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.
    70. Tomáš Havránek & T. D. Stanley & Hristos Doucouliagos & Pedro Bom & Jerome Geyer‐Klingeberg & Ichiro Iwasaki & W. Robert Reed & Katja Rost & R. C. M. van Aert, 2020. "Reporting Guidelines For Meta‐Analysis In Economics," Journal of Economic Surveys, Wiley Blackwell, vol. 34(3), pages 469-475, July.
    71. Celia Melguizo, 2017. "An analysis of Okun’s law for the Spanish provinces," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 37(1), pages 59-90, February.
    72. T.D. Stanley & Hristos Doucouliagos & Margaret Giles & Jost H. Heckemeyer & Robert J. Johnston & Patrice Laroche & Jon P. Nelson & Martin Paldam & Jacques Poot & Geoff Pugh & Randall S. Rosenberger & , 2013. "Meta-Analysis Of Economics Research Reporting Guidelines," Journal of Economic Surveys, Wiley Blackwell, vol. 27(2), pages 390-394, April.
    73. Xiaoguang Liu & Raphael Lam & Alfred Schipke & Guangjun Shen, 2018. "A generalized Okun's Law: Uncovering the myth of China's labor market resilience," Review of Development Economics, Wiley Blackwell, vol. 22(3), pages 1195-1216, August.
    74. Lucchetta, Marcella & Paradiso, Antonio, 2014. "Sluggish US employment recovery after the Great Recession: Cyclical or structural factors?," Economics Letters, Elsevier, vol. 123(2), pages 109-112.
    75. Marina Marinkov & Jean‐pierre Geldenhuys, 2007. "Cyclical Unemployment And Cyclical Output: An Estimation Of Okun'S Coefficient For South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 75(3), pages 373-390, September.
    76. Awaworyi Churchill, S. & Yew, S.L., 2017. "Are government transfers harmful to economic growth? A meta-analysis," Economic Modelling, Elsevier, vol. 64(C), pages 270-287.
    77. João Tovar Jalles, 2019. "On the Time‐Varying Relationship between Unemployment and Output: What shapes it?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 66(5), pages 605-630, November.
    78. Attfield, Clifford L. F. & Silverstone, Brian, 1998. "Okun's Law, Cointegration and Gap Variables," Journal of Macroeconomics, Elsevier, vol. 20(3), pages 625-637, July.
    79. Floridi, Andrea & Demena, Binyam Afewerk & Wagner, Natascha, 2020. "Shedding light on the shadows of informality: A meta-analysis of formalization interventions targeted at informal firms," Labour Economics, Elsevier, vol. 67(C).
    80. Harvey, A C, 1985. "Trends and Cycles in Macroeconomic Time Series," Journal of Business & Economic Statistics, American Statistical Association, vol. 3(3), pages 216-227, June.
    81. Evans, George W, 1989. "Output and Unemployment Dynamics in the United States: 1950-1985," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(3), pages 213-237, July-Sept.
    82. Abdul Abdullah & Hristos Doucouliagos & Elizabeth Manning, 2015. "Does Education Reduce Income Inequality? A Meta-Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 29(2), pages 301-316, April.
    83. Mohammed Ziaur Rehman & Nasir Ali & Najeeb Muhammad Nasir, 2015. "Financial Development, Savings and Economic Growth: Evidence from Bahrain Using VAR," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 6(2), pages 112-123, April.
    84. Maria Sylvina PORRAS‐ARENA & Ángel L. MARTÍN‐ROMÁN, 2023. "The correlation between unemployment and economic growth in Latin America – Okun's law estimates by country," International Labour Review, International Labour Organization, vol. 162(2), pages 171-198, June.
    85. Chris Doucouliagos & T.D. Stanley, 2013. "Are All Economic Facts Greatly Exaggerated? Theory Competition And Selectivity," Journal of Economic Surveys, Wiley Blackwell, vol. 27(2), pages 316-339, April.
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    Keywords

    Okun’s Law; heterogeneity; metaregression;
    All these keywords.

    JEL classification:

    • C55 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Large Data Sets: Modeling and Analysis
    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • J60 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - General

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