The relationship between output growth and unemployment in the Philippines economy (1990-2014): An empirical analysis of variants of Okun’s Law

Authors

  • Marlon A. Mojica University of Santo Tomas, Philippines
  • Virgilio M. Tatlonghari University of Santo Tomas, Philippines

DOI:

https://doi.org/10.24191/jeeir.v5i1.6271

Keywords:

Okun’s Law, Unemployment gap, Recursive least squares regression, Rolling regression, Hodrick-Prescott filtering technique

Abstract

This paper examines the empirical relationship between unemployment and real output in the Philippines utilizing quarterly data from the Labor Force Survey by the Philippine Statistics Authority for the period from 1990-2014. The study employed three variants of Okun’s Law – the “gap” approach, the “first difference” approach, and a dynamic approach.   Findings show that the Okun’s coefficients based on the gap approach are consistent with the theoretical expectation of a negative relationship.  In the ARDL model, labor force participation rate and trade openness were found to be significantly related to unemployment. The result of dummy variable test revealed the presence of structural break following the re-definition of unemployment in the Philippines in 2005. Recursive least squares and rolling regressions show evidence of parameter instability in several sub-periods.

References

Asian Development Bank [ADB]. (2008). Asian Development Outlook 2008. Manila.

Atfield, C. L.F., & Silverstone, B. (1998). Okun’s Law, cointegration and gap variables. Journal of Macroeconomics, 20(3), 625-637.

Brooks, R. (2002), “Why is unemployment is high in the Philippines?”, IMF Working Paper

Canlas, D. B. (2005). Probing GDP, employment and unemployment: a little forensic macroeconomics. The Philippine Review of Economics.

Dornbusch, R., Fischer, S., and Startz, R. (2014), Macroeconomics, 12th Ed., McGraw-Hill, Inc.

Department of Labor and Employment. http://www.dole.gov.ph

Elshamy, H. (2013). Okun’s law and its validity in Egypt. Journal of Emerging Issues in Economics, Finance, and Banking (JEIEFB): An Online International Monthly Journal, 1(2), 67-74. ISSN: 2306 367X.

Enders, Walter (2010), Applied Econometric Time Series, 3rd Ed. John Wiley & Sons, Inc.

Felbermayr, G., Prat, J., and Schmerer, H-J. (2011). Trade and unemployment: What do the data say?. European Economic Review. 55, 741-758.

Gaston, N., and Rajaguru G. (2013). How an export boom affects unemployment. Economic Modelling. 30, 343-355.

Grant, A.P. (2002). Time-varying estimates of the natural rate of unemployment: a revisitation of Okun’s law. The Quarterly Review of Economics and Finance. 42, 95-113.

Gujarati, D., and Porter, D.C. (2009). Basic Econometrics, 5th Ed., McGraw-Hill.

Hanusch, Marek (2013). Jobless growth? Okun’s Law in East Asia. Journal of International Commerce, Economics and Policy. 1350014 (14pages)

International Monetary Fund (2010). Unemployment dynamics during recessions and recoveries: Okun’s law and beyond, Chapter 3. In World Economic Outlook, Rebalancing Growth April 2010, World Economic and Financial Surveys (Washington).

International Monetary Fund (2011). IMF Country Report: Philippines: Selected Issues Paper. IMF Country Report No. 11/58.Retrieved from IMF website: https://www.imf.org/external/pubs/ft/scr/2011/cr1158.pdf

Jones, Charles (2002), Introduction to Economic Growth, 2nd Ed., W.W. Norton & Co.

Knotek, E. (2007). How useful is Okun’s Law?’ Economic Review Q4, 73–103.

Kreishan, F. M. (2011). Economic growth and unemployment: an empirical analysis. Journal of Social Sciences, 7(2), 228-231.

Lee, J. (2000), The robustness of Okun’s law: evidence from OECD countries. Journal of Macroeconomics. 22, 331-356

Malley, J. and Mollana, H. (2008), Output, unemployment and Okun’s law: Some evidence from the G7, Economics Letters. 101, 113-115

Moosa, I. (1997). A cross-country comparison of Okun’s coefficient. Journal of Comparative Economics. 24, 335-356.

National Statistics Office, Labor Force Survey. http://www.census.gov.ph

Okun, A. M. (1962). Potential GNP: Its measurement and significance. In Proceedings of the Business and Economics Statistics Section of the American Statistical Association, 89 -104.

Philippine Institute for Development Studies. http://www.pids.gov.ph

Pierdzioch, C., Rulke, J-C., & Stadtmann, G. (2009). Do professional economists' forecasts reflect Okun’s law? Some evidence for the G7 countries. Applied Economics, pp. 1–9.

Pitterle, I., & Zhang, R. (2014). World economic situation and prospects. http://www.un.org/en/development/desa/policy/wesp/wesp_wh/wesp_wh49.pdf

Ravn, M. O., & Uhlig, H. (2002). On adjusting the Hodrick-Prescott filter for the frequency of observation. Review of Economics and Statistics, 84, 371-375.

Rigas, J., Theodosiou, G., Rigas, N., & Blanas, G. (2011). The validity of the Okun's law: an empirical investigation for the Greek economy. Journal of European Economy, 10(1), 16-38. ISSN 1684-906X, ZDB-ID.

Stephan, G. (2012). The relationship between output and unemployment in France and the United Kingdom. The university of Rennes, April 2012 (Preliminary draft)

World Bank (2012). World Development Report 2013: Jobs. Washington.

World Bank (2013). World Bank, Philippine Development Report 2013: Creating More and Better Jobs, Report No. ACS5842, 2013. Available from https://www.worldbank.org/en/country/philippines/publication/philippine-development-report-2013-creating-more-and-better-jobs

Downloads

Published

2017-01-31

How to Cite

The relationship between output growth and unemployment in the Philippines economy (1990-2014): An empirical analysis of variants of Okun’s Law. (2017). Journal of Emerging Economies and Islamic Research, 5(1), 49-68. https://doi.org/10.24191/jeeir.v5i1.6271