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Is Economic Growth Really Jobless? Empirical Evidence from North Africa

Author

Listed:
  • Ousama Ben-Salha

    (Northern Border University
    University of Sousse
    Economic Research Forum)

  • Zouhair Mrabet

    (Qatar University)

Abstract

North African countries recorded the highest youth unemployment rate in the World during the latest years. The main causes for that situation continue to be at the forefront of the debate among economists, sociologists and policymakers. This paper contributes to the existing literature by estimating the Okun’s law for four North African economies over the period 1991–2013. It examines the reaction of unemployment rate to output for different groups of the labor force as determined by age-group and gender. In addition to the basic linear specification, we present estimates of the Okun’s coefficients by taking into account the potential presence of structural breaks, threshold and asymmetry. The empirical investigation highlights the presence of mixed findings regarding the significance, magnitude and stability of coefficients for the different groups of the labor force and countries. Policy implications are correspondingly drawn.

Suggested Citation

  • Ousama Ben-Salha & Zouhair Mrabet, 2019. "Is Economic Growth Really Jobless? Empirical Evidence from North Africa," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 61(4), pages 598-624, December.
    • Handle: RePEc:pal:compes:v:61:y:2019:i:4:d:10.1057_s41294-018-00082-9
    DOI: 10.1057/s41294-018-00082-9
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    1. 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.
    2. Robert Dixon & G. C. Lim & Jan C. van Ours, 2017. "Revisiting the Okun relationship," Applied Economics, Taylor & Francis Journals, vol. 49(28), pages 2749-2765, June.
    3. Kwami Adanu, 2005. "A cross-province comparison of Okun's coefficient for Canada," Applied Economics, Taylor & Francis Journals, vol. 37(5), pages 561-570.
    4. Roberta Gatti & Diego F. Angel-Urdinola & Joana Silva & Andras Bodor, 2014. "Striving for Better Jobs : The Challenge of Informality in the Middle East and North Africa," World Bank Publications - Books, The World Bank Group, number 19905, December.
    5. 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.
    6. 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.
    7. 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.
    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. Julien Fouquau, 2008. "Threshold effects in Okun's Law: a panel data analysis," Economics Bulletin, AccessEcon, vol. 5(33), pages 1-14.
    10. Giovanni Razzu & Carl Singleton, 2013. "Are Business Cycles Gender Neutral?," Economics Discussion Papers em-dp2013-07, Department of Economics, University of Reading.
    11. Koutroulis, Aristotelis & Panagopoulos, Yannis & Tsouma, Ekaterini, 2016. "Asymmetry in the response of unemployment to output changes in Greece: Evidence from hidden co-integration," The Journal of Economic Asymmetries, Elsevier, vol. 13(C), pages 81-88.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. Jushan Bai & Pierre Perron, 1998. "Estimating and Testing Linear Models with Multiple Structural Changes," Econometrica, Econometric Society, vol. 66(1), pages 47-78, January.
    17. Angana Banerji & Ms. Huidan Huidan Lin & Mr. Sergejs Saksonovs, 2015. "Youth Unemployment in Advanced Europe: Okun’s Law and Beyond," IMF Working Papers 2015/005, International Monetary Fund.
    18. 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.
    19. Gordon Betcherman, 2014. "Designing labor market regulations in developing countries," IZA World of Labor, Institute of Labor Economics (IZA), pages 1-57, May.
    20. Angel-Urdinola, Diego F. & Kuddo, Arvo, 2010. "Key characteristics of employment regulation in the Middle East and North Africa," Social Protection Discussion Papers and Notes 55674, The World Bank.
    21. Diego F. Angel-Urdinola & Antonio Nucifora & David Robalino, 2015. "Labor Policy to Promote Good Jobs in Tunisia : Revisiting Labor Regulation, Social Security, and Active Labor Market Programs," World Bank Publications - Books, The World Bank Group, number 20604, December.
    22. Gabriele Marconi & Miroslav Beblavý & Ilaria Maselli, 2016. "Age effects in Okun’s law with different indicators of unemployment," Applied Economics Letters, Taylor & Francis Journals, vol. 23(8), pages 580-583, May.
    23. repec:iza:izawol:journl:y:2014:p:57 is not listed on IDEAS
    24. Oliver Hutengs & Georg Stadtmann, 2014. "Don’t trust anybody over 30: youth unemployment and Okun’s law in CEE countries," Bank i Kredyt, Narodowy Bank Polski, vol. 45(1), pages 1-16.
    25. Zanin, Luca, 2014. "On Okun’s law in OECD countries: An analysis by age cohorts," Economics Letters, Elsevier, vol. 125(2), pages 243-248.
    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. 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.
    29. Jushan Bai & Pierre Perron, 2003. "Computation and analysis of multiple structural change models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
    30. Jesús Crespo Cuaresma, 2003. "Okun's Law Revisited," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(4), pages 439-451, September.
    31. Robin C. Sickles & William C. Horrace (ed.), 2014. "Festschrift in Honor of Peter Schmidt," Springer Books, Springer, edition 127, number 978-1-4899-8008-3, November.
    32. Jackline Wahba & Ragui Assaad, 2017. "Flexible Labor Regulations and Informality in Egypt," Review of Development Economics, Wiley Blackwell, vol. 21(4), pages 962-984, November.
    33. 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.
    34. Malley, Jim & Molana, Hassan, 2008. "Output, unemployment and Okun's law: Some evidence from the G7," Economics Letters, Elsevier, vol. 101(2), pages 113-115, November.
    35. Hubert Gabrisch & Herbert Buscher, 2006. "The Relationship between Unemployment and Output in Post-communist Countries," Post-Communist Economies, Taylor & Francis Journals, vol. 18(3), pages 261-276.
    36. Chinn, Menzie & Ferrara, Laurent & Mignon, Valérie, 2014. "Explaining US employment growth after the great recession: The role of output–employment non-linearities," Journal of Macroeconomics, Elsevier, vol. 42(C), pages 118-129.
    37. 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.
    38. Moosa, Imad A., 1997. "A Cross-Country Comparison of Okun's Coefficient," Journal of Comparative Economics, Elsevier, vol. 24(3), pages 335-356, June.
    39. 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.
    40. Marie-Estelle Binet & François Facchini, 2013. "Okun's Law in the French Regions: A Cross-Regional Comparison," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00812549, HAL.
    41. Edward S. Knotek, 2007. "How useful is Okun's law?," Economic Review, Federal Reserve Bank of Kansas City, vol. 92(Q IV), pages 73-103.
    42. Ivan KITOV & Oleg KITOV, 2012. "Modeling Unemployment And Employment In Advanced Economies: Okun’S Law With A Structural Break," Theoretical and Practical Research in the Economic Fields, ASERS Publishing, vol. 3(1), pages 26-41.
    43. World Bank, 2004. "Republic of Tunisia : Employment Strategy, Volume 1. Main Report," World Bank Publications - Reports 15653, The World Bank Group.
    44. repec:nbp:nbpbik:v:15:y:2014:i:1:p:1-16 is not listed on IDEAS
    45. 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.
    46. 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.
    47. 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.
    48. O. Hutengs & G. Stadtmann, 2013. "Age effects in Okun's law within the Eurozone," Applied Economics Letters, Taylor & Francis Journals, vol. 20(9), pages 821-825, June.
    49. Diego F. Angel-Urdinola & Arvo Kuddo & Amina Semlali, 2013. "Building Effective Employment Programs for Unemployed Youth in the Middle East and North Africa," World Bank Publications - Books, The World Bank Group, number 15805, December.
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    Cited by:

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    2. Louail Bilal & Ben Haj Hamida Hayet, 2021. "Asymmetry Relationship between Economic Growth and Unemployment Rates in the Arab countries: Application of the OKUN Law during 1960-2017," Management, Sciendo, vol. 25(2), pages 1-21, December.

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    More about this item

    Keywords

    Economic growth; Unemployment; Okun’s law; North Africa;
    All these keywords.

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General

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