[
Abubakar, J., Nurudeen I. (2019). Economic Growth in India, Is It a Jobless Growth? An Empirical Examination Using Okun’s Law. The Indian Journal of Labour Economics, 62(2), 307–317. DOI: 10.1007/s41027-019-00165-w.
]Search in Google Scholar
[
Aissa, D., Ayad, H. (2022). Hard currency inflows and sterilization policy in Algeria. SN Business & Economics, 02(09), 124.
]Search in Google Scholar
[
Akram, M., Hussain, S., Raza, S., Masood, S. (2014). An empirical estimation of Okun’s Law in context of Pakistan. Journal of Finance and Economics, 2(5), 173–177. Retrieved from http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.982.2549&rep=rep1&type=pdf.
]Search in Google Scholar
[
Albulescu, C., Tiwari, A., Yoon, S., Kang, S. (2019). FDI, income, and environmental pollution in Latin America: Replication and extension using panel quantiles regression analysis. Energy Economics, 84, 104504. DOI: 10.1016/j.eneco.2019.104504.
]Search in Google Scholar
[
Amor, M., Hassine, M. (2017). The relationship between unemployment and economic growth: is Okun’s Law valid for the Saudi Arabia case? International Journal of Economics and Business Research, 14(1), 44–60. DOI: 10.1504/IJEBR.2017.085553.
]Search in Google Scholar
[
Apergis, N., Rezitis, A. (2003). An examination of Okun’s law: evidence from regional areas in Greece. Applied Economics, 35(10), 1147–1151. DOI: 10.1080/0003684032000066787.
]Search in Google Scholar
[
Attouchi, M., Dahmani, M.D. (2020). Dynamic Effect of Government Expenditure on Unemployment in Algeria: A Structural Vector Autoregressive Approach 1970–2018. Namaa revue d’économie et de commerce, 166–176.
]Search in Google Scholar
[
Attouchi, M., Dahmani, M.D., Abdelmalek, M. (2019). Descriptive study of youth unemployment in Algeria. International Business and Management Sciences Congress (IBMSC’19), 10.
]Search in Google Scholar
[
Ayad, H. (2021). Oil Prices and the Algerian Exchange Rate: Is there any Difference with Hidden Co-Integration? Folia Oeconomica Stetinensia, 21(01), 1–17.
]Search in Google Scholar
[
Ayad, H., Belmokaddem, M. (2020). Testing the Feldstein Horioka puzzle in Algeria: Maki co-integratioan and hidden causality analysis. In Proceedings of the International Conference on Applied Statistics, 02(01), 42–53.
]Search in Google Scholar
[
Ayad, H., Belmokaddem, M., Sari Hassoun, S. (2019). Frequency domain causality relationship analysis between poverty, economic growth and financial development in Algeria. Review of Economic and Business Studies, 12(01), 93–11.
]Search in Google Scholar
[
Ball, L., Leigh, D., Loungani, P. (2017). Okun’s Law: Fit at 50? Journal of Money, Credit and Banking, 1–29.
]Search in Google Scholar
[
Ball, L., Leigh, D., Loungani, P. (2017). Okun’s law: Fit at 50? Journal of Money, Credit and Banking, 49(7), 1413-1441. DOI: 10.1111/jmcb.12420.
]Search in Google Scholar
[
Bande, R., Martín-Román, Á.L. (2017). Regional differences in the Okun’s Relationship: New Evidence for Spain (1980–2015). MPRA Munich Personal RePEc Archive, 1–28.
]Search in Google Scholar
[
Bande, R., Martín-Román, Á.L. (2018). Regional differences in the Okun’s relationship: new evidence for Spain (1980–2015). Investigaciones Regionales, 41, 137–165. Retrieved from https://investigacionesregionales.org/wp-content/uploads/sites/3/2018/11/05-BANDE.pdf.
]Search in Google Scholar
[
Ben Amor, M. Ben Hassine, M. (2017). The relationship between unemployment and economic growth: is Okun’s Law valid for the Saudi Arabia case? International Journal of Economics and Business Research, 14(1), 44–60. DOI: 10.1504/IJEBR.2017.085553.
]Search in Google Scholar
[
Bod’a, M., Považanová, M. (2021). Output-unemployment asymmetry in Okun coefficients for OECD countries. Economic Analysis and Policy, 69, 307–323. DOI: 10.1016/j.eap.2020. 12.004.
]Search in Google Scholar
[
Boga, S. (2020). Investigating The Asymmetry Between Economic Growth And Unemployment In Turkey: A Hidden Cointegration Approach. Journal of Economics Finance and Accounting, 7(1), 22–33. DOI: 10.17261/Pressacademia.2020.1178.
]Search in Google Scholar
[
Carrion-i-Silvestre, J., Sansó, A. (2006). Testing the null of cointegration with structural breaks. Oxford Bulletin of Economics and Statistics, 68(5), 623–646. DOI: 10.1111/j.1468-0084. 2006.00180.x.
]Search in Google Scholar
[
Ceylan, S., Şahin, B. (2011). Asymmetry in the relationship between unemployment and economic growth. Doğuş University Journal, 11(2), 157–165. Retrieved from https://openaccess.dogus.edu.tr/xmlui/handle/11376/297.
]Search in Google Scholar
[
Chamberlin, G. (2011). Okun’s law revisited. Economic & Labour Market Review, 5(2), 104–132. DOI: 10.1057/elmr.2011.21.
]Search in Google Scholar
[
Chuttoo, U.D. (2020). Effect of Economic Growth on Unemployment and Validity of Okun’s Law in Mauritius. Global Journal of Emerging Market Economies, 12(2), 231–250. DOI: 10.1177/0974910119886934.
]Search in Google Scholar
[
Chuttoo, U.D. (2020). Effect of Economic Growth on Unemployment and Validity of Okun’s Law in Mauritius. Global Journal of Emerging Market Economies, 12(2), 231–250. DOI: 10.1177/0974910119886934.
]Search in Google Scholar
[
Dahmani, M.D., Rakrek, M. (2015). Revisiting the relationship between unemployment rate and economic growth in Algeria, 1970–2014: Co-integration approach using ARDL mode. Journal of Quantitative Economics Studies, 1–18.
]Search in Google Scholar
[
Dixon, R.L. (2017). Revisiting the Okun relationship. Applied Economics, 49(28), 2749–2765. DOI: 10.1080/00036846.2016.1245846.
]Search in Google Scholar
[
Djedaiet, A., Ayad, H. (2022). The double whammy of COVID-19 and oil price collapse: Spillover effects on inflation and exchange rates. Review of Socio Economic Perspectives, 07(02), 11–23.
]Search in Google Scholar
[
Elshamy, H. (2013). The relationship between unemployment and output in Egypt. Procedia-Social and Behavioral Sciences, 81, 22–26. DOI: 10.1016/j.sbspro.2013.06.381.
]Search in Google Scholar
[
Engle, R.F., Granger, C.W.J. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica: Journal of the Econometric Society, 55(2), 251–276. DOI: 10.2307/1913236.
]Search in Google Scholar
[
Gelfer, S. (2020). Re-evaluating Okun’s Law: Why all recessions and recoveries are different. Economics Letters, 196, 109497. DOI: 10.1016/j.econlet.2020.109497.
]Search in Google Scholar
[
Gouider, A., Nouira, R., Sboui, F. (2018). a relation croissance-chômage en Tunisie : validation de la spécification non linéaire de la loi d’Okun. Région et Développement, 27–41.
]Search in Google Scholar
[
Gregory, A.W. (1996). Residual-based tests for cointegration in models with regime shifts. Journal of Econometrics, 70(1), 99–126. DOI: 10.1016/0304-4076(69)41685-7.
]Search in Google Scholar
[
Hatemi-J, A. (2008). Tests for Cointegration with Two Unknown Regime Shifts with an Application. Empirical Economics, 35(3), 497–505. DOI: 10.1007/s00181-007-0175-9.
]Search in Google Scholar
[
Huang, G.H. (2020). Endogeneity in Okun’s law. Applied Economics Letters, 27(11), 910–914. DOI: 10.1080/13504851.2019.1646861.
]Search in Google Scholar
[
Ibragimov, M., Ibragimov, R. (2017). Unemployment and output dynamics in CIS countries: Okun’s law revisited. Applied Economics, 49(34), 3453–3479. DOI: 10.1080/00036846. 2016.1262519.
]Search in Google Scholar
[
Iorember, P.T. (2020). The influence of renewable energy use, human capital, and trade on environmental quality in South Africa: multiple structural breaks cointegration approach. Environmental Science and Pollution Research, 1–13. DOI: 10.1007/s11356-020-11370-2.
]Search in Google Scholar
[
Jareño, F., Ferrer, R., Miroslavova, S. (2016). US stock market sensitivity to interest and inflation rates: a quantile regression approach. Applied Economics, 48(26), 2469–2481. DOI: 10.1080/00036846.2015.1122735.
]Search in Google Scholar
[
Johansen, S. (1991). Estimation and hypothesis testing of cointegration vectors in Gaussian vector autoregressive models. Econometrica, 59(6), 1551–1580. DOI: 10.2307/2938278.
]Search in Google Scholar
[
Kapetanios, G. (2005). Unit‐root testing against the alternative hypothesis of up to m structural breaks. Journal of Time Series Analysis, 26(1), 123–133. DOI: 10.1111/j.1467-9892.2005.00393.x.
]Search in Google Scholar
[
Kim, M.J. (2015). n empirical test for Okun’s law using a smooth time-varying parameter approach: evidence from East Asian countries. Applied Economics Letters, 22(10), 788–795. DOI: 10.1080/13504851.2014.978068.
]Search in Google Scholar
[
Knoester, A. (1986). revisited, Okun’s law. Weltwirtschaftliches Archiv, 122(4), 657–666. DOI: 10.1007/BF02707853.
]Search in Google Scholar
[
Knotek II, E.S. (2007). How useful is Okun’s law? Economic Review-Federal Reserve Bank of Kansas City, 92(4), 73–103. Retrieved from http://www.kansascityfed.org/Publicat/ECONREV/PDF/4q07Knotek.pdf.
]Search in Google Scholar
[
Koenker, R., Bassett Jr, G. (1978). Regression quantiles. Econometrica: Journal of the Econometric Society, 46(1), 33–50. DOI: 10.2307/1913643.
]Search in Google Scholar
[
Koenker, R., Zhao, Q. (1994). L-estimatton for linear heteroscedastic models. Journaltitle of Nonparametric Statistics, 3(3–4), 223-235. DOI: 10.1080/10485259408832584.
]Search in Google Scholar
[
Latif, N., Saleem, A., Adil, R., Akhtar, P., Gulzar, F. (2021). Unemployment and output nexus: Validation of Okun’s Law in Pakistan. International Journal of Management (IJM), 12(5), 208–220. DOI: 10.34218/IJM.12.5.2021.019.
]Search in Google Scholar
[
Lal, I.M. (2010). Test of Okun’s law in some Asian countries co-integration approach. European Journal of Scientific Research, 40(1), 73–80. DOI: 10.2139/ssrn.1562602.
]Search in Google Scholar
[
Lee, C.-C., Zeng, J.-H. (2011). The impact of oil price shocks on stock market activities: Asymmetric effect with quantile regression. Mathematics and Computers in Simulation, 81(9), 1910–1920. DOI: 10.1016/j.matcom.2011.03.004.
]Search in Google Scholar
[
Lee, J. (2000). The robustness of Okun’s law: Evidence from OECD countries. Journal of Macroeconomics, 22(2), 331–356. DOI: 10.1016/S0164-0704(00)00135-X.
]Search in Google Scholar
[
Lee, J., Strazicich, M. (2003). Minimum Lagrange Multiplier Unit Root Test with Two Structural Breaks. The Review of Economics and Statistics, 85(4), 1082–1089. DOI: 10.1162/003465303772815961.
]Search in Google Scholar
[
Louail, B., Riache, S. (2019). Asymmetry relationship between economic growth and unemployment rates in the Saudi economy: Application of Okun’s law during the period 1991–2017. International Journal of Advanced and Applied Sciences, 6(10), 83–88.
]Search in Google Scholar
[
Maki, D. (2012). Tests for Cointegration Allowing for an Unknown Number of Breaks. Economic Modelling, 29(5), 2011–2015. DOI: 10.1016/j.econmod.2012.04.022.
]Search in Google Scholar
[
Marinkov, M., Geldenhuys, J.‐P. (2007). Cyclical unemployment and cyclical output: An estimation of Okun’s coefficient for South Africa. South African Journal of Economics, 75(3), 373–390. DOI: 10.1111/j.1813-6982.2007.00134.x.
]Search in Google Scholar
[
Melguizo, C. (2017). An analysis of Okun’s law for the Spanish provinces. Review of Regional Research, 37(1), 59–90. DOI: 10.1007/s10037-016-0110-7.
]Search in Google Scholar
[
MKim, M.J., Park, S.Y. (2018). Do gender and age impact the time-varying Okun’s law? Evidence from South Korea. Wiley Pacific Economic Review, 24(5), 1–14. DOI: 10.1111/1468-0106.12288.
]Search in Google Scholar
[
Moosa, I. (1997). A cross-country comparison of Okun’s coefficient. Journal of Comparative Economics, 24(3), 335–356. DOI: 10.1006/jcec.1997.1433.
]Search in Google Scholar
[
Moosa, I. (2008). Economic growth and unemployment in Arab countries: Is Okun’s law valid? Journal of Development and Economic Policies, 10(2), 5–24.
]Search in Google Scholar
[
Myeong, J.K., Sung, Y.P. (2018). Do gender and age impact the time-varying Okun’s law? Evidence from South Korea. Wiley Pacific Economic Review, 1–14.
]Search in Google Scholar
[
Neifar, M. (2020). Cyclical Output, Cyclical Unemployment, and augmented Okun’s Law in MENA zone. MPRA Munich Personal RePEc Archive, 1–34.
]Search in Google Scholar
[
Ng, S., Perron, P. (2001). Lag length selection and the construction of unit root tests with good size and power. Econometrica, 69(6), 1519–1554. DOI: 10.1111/1468-0262.00256.
]Search in Google Scholar
[
Nurudeen, A. (2017). Does Okun’s law exist in Nigeria? Evidence from the ARDL bounds testing approach. Contemporary Economics, 11(2), 131–145.
]Search in Google Scholar
[
Nusair, S.A., Al-Khasawneh, J.A. (2018). Oil price shocks and stock market returns of the GCC countries: empirical evidence from quantile regression analysis. Economic Change and Restructuring, 51(4), 339–372. DOI: 10.1007/s10644-017-9207-4.
]Search in Google Scholar
[
Okun, A. (1962). Potential GNP: Its measurement and significance (Proceedings of the Business and Economics Section ed.). American Statistical Association.
]Search in Google Scholar
[
Perman, R., Stephan, G., Tavéra, C. (2015). O kun’s Law – a Meta‐analysis. The Manchester School, 83(1), 101–126. DOI: 10.1111/manc.12057.
]Search in Google Scholar
[
Prachowny, M.F. (1993). Okun’s law: theoretical foundations and revised estimates. The review of Economics and Statistic, 75(2), 331–336. DOI: 10.2307/2109440.
]Search in Google Scholar
[
Rahman, M. Mustafa, M. (2017). Okun’s law: evidence of 13 selected developed countries. Journal of Economics and Finance, 41(2), 297–310. DOI: 10.1007/s12197-015-9351-5.
]Search in Google Scholar
[
Shin, Y., Yu, B., Greenwood-N, M. (2014). Modelling Asymmetric Cointegration and Dynamic Multipliers in a Nonlinear ARDL Framework. Econometric Methods and Applications, 281-314. DOI: 10.1007/978-1-4899-8008-3__9.
]Search in Google Scholar
[
Smith, G. (1974). Okun’s law revisited. (380), Cowles Foundation for Research in Economics, 37–57. Yale University. Retrieved from https://cowles.yale.edu/sites/default/files/files/pub/d03/d0380.pdf.
]Search in Google Scholar
[
Thirlwall, A.P. (1969). Okun’s law and the natural rate of growth. Southern Economic Journal, 36(1), 87–89. DOI: 10.2307/1056813.
]Search in Google Scholar
[
Uddin, M., Ali, M., Masih, M. (2017). Political stability and growth: An application of dynamic GMM and quantile regression. Economic Modelling, 64, 610–625. DOI: 10.1016/j.econmod. 2017.04.028.
]Search in Google Scholar
[
Valadkhani, A. Smyth, R. (2015). Switching and asymmetric behaviour of the Okun coefficient in the US: Evidence for the 1948–2015 period. Economic Modelling, 50, 281–290. DOI: 10.1016/j.econmod.2015.07.001.
]Search in Google Scholar
[
Westerlund, J., Edgerton, D.L. (2007). New Improved Tests for Cointegration with Structural Breaks. Journal of time series, 28(2), 188–224. DOI: 10.1111/j.1467-9892.2006.00504.x.
]Search in Google Scholar
[
Widarjono, A. (2020). Asymmetric Okun’s law in an emerging market: ASEAN-3 case. Economics & Sociology, 13(3), 203–2017. DOI: 10.14254/2071-789X.2020/13-3/12.
]Search in Google Scholar
[
Yildirim, D., Orman, E.E. (2018). The Feldstein–Horioka puzzle in the presence of structural breaks: evidence from China. Journal of the Asia Pacific Economy, 23(3), 374–392. DOI: 10.1080/13547860.2017.1396640.
]Search in Google Scholar
[
Zanin, L. (2014). On Okun’s law in OECD countries: An analysis by age cohort. Economics Letters, 125(2), 243–248. DOI: 10.1016/j.econlet.2014.08.030.
]Search in Google Scholar
[
Zmami, M., Ben-Salha, O. (2020). Oil price and the economic activity in GCC countries: evidence from quantile regression. Equilibrium. Quarterly Journal of Economics and Economic Policy, 15(4), 651–673. DOI: 10.24136/eq.2020.028.
]Search in Google Scholar
, 