IDEAS home Printed from https://ideas.repec.org/p/ulr/wpaper/dt-30-21.html
   My bibliography  Save this paper

What’s behind Okun’s law? A multiple equation approach to the Uruguayan labour market

Author

Listed:
  • M. Sylvina Porras-Arena

    (Universidad de la República (Uruguay). Facultad de Ciencias Económicas y de Administración. Instituto de Economía)

  • Mauricio A. Suárez Cal

    (Universidad de la República (Uruguay). Facultad de Ciencias Económicas y de Administración. Instituto de Economía)

Abstract

The objective of this research is to overcome the limitations of conventional Okun's coefficient estimations, highlighting the indirect nature of the effect of the GDP over the unemployment rate. To do so, we estimate a multiple equation model composed by a labour demand, a labour supply and a real wages equation. Our results shed light on the determinants of the demand, the supply and wages. We found that both labour demand and supply react positively to GDP and negatively to wages, but the supply side with lower intensity than demand with respect to both variables. Based on simulations of shocks, we analysed how the variations of the GDP impact on unemployment and found that the effect is not as large as previous research have presented. This result suggests that the estimation of Okun's coefficient arising from a single equation model with only unemployment and GDP as variables suffers from the omitted variables bias, as it captures part of the effects of other variables that affect labour demand and/or labour supply.

Suggested Citation

  • M. Sylvina Porras-Arena & Mauricio A. Suárez Cal, 2021. "What’s behind Okun’s law? A multiple equation approach to the Uruguayan labour market," Documentos de Trabajo (working papers) 21-30, Instituto de Economía - IECON.
  • Handle: RePEc:ulr:wpaper:dt-30-21
    as

    Download full text from publisher

    File URL: https://hdl.handle.net/20.500.12008/30953
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Karanassou, Marika & Snower, Dennis J., 2000. "Characteristics of Unemployment Dynamics: The Chain Reaction Approach," IZA Discussion Papers 127, Institute of Labor Economics (IZA).
    2. Pesaran, M.H. & Shin, Y., 1995. "An Autoregressive Distributed Lag Modelling Approach to Cointegration Analysis," Cambridge Working Papers in Economics 9514, Faculty of Economics, University of Cambridge.
    3. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    4. 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.
    5. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    6. Morten O. Ravn & Harald Uhlig, 2002. "On adjusting the Hodrick-Prescott filter for the frequency of observations," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 371-375.
    7. Ismihan, Mustafa, 2010. "A New Framework for Output-Unemployment Relationship: Okun’s Law Revisited," MPRA Paper 28135, University Library of Munich, Germany.
    8. Alma Espino & Alina Machado & Guillermo Alves, 2011. "Estudio de las tendencias cuantitativas y cualitativas de la oferta laboral," Documentos de Trabajo (working papers) 11-06, Instituto de Economía - IECON.
    9. 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.
    10. Hylleberg, S. & Engle, R. F. & Granger, C. W. J. & Yoo, B. S., 1990. "Seasonal integration and cointegration," Journal of Econometrics, Elsevier, vol. 44(1-2), pages 215-238.
    11. 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.
    12. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
    13. 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.
    14. Canova, Fabio & Hansen, Bruce E, 1995. "Are Seasonal Patterns Constant over Time? A Test for Seasonal Stability," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 237-252, July.
    15. Gabriel Merlo & Sylvina Porras, 2019. "Crecimiento del PIB y desempleo: validez de la ley de Okun para Uruguay," Documentos de Trabajo (working papers) 19-24, Instituto de Economía - IECON.
    16. Adriana Cassoni & Gaston J. Labadie & Gabriela Fachola, 2002. "The Economic Effects of Unions in Latin America: Their Impact on Wages and the Economic Performance of Firms in Uruguay," Research Department Publications 3159, Inter-American Development Bank, Research Department.
    17. Leites, Martín & Porras, Sylvina, 2016. "Unemployment dynamics in Uruguay: an analysis using chain reaction theory," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), December.
    18. Adriana Cassoni & Gaston J. Labadie & Gabriela Fachola, 2002. "The Economic Effects of Unions in Latin America: Their Impact on Wages and the Economic Performance of Firms in Uruguay," Research Department Publications 3159, Inter-American Development Bank, Research Department.
    19. Ho-Chuan (River) Huang & Chih-Chuan Yeh, 2013. "Okun's law in panels of countries and states," Applied Economics, Taylor & Francis Journals, vol. 45(2), pages 191-199, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Porras-Arena, M. Sylvina & Martín-Román, Ángel L., 2023. "The heterogeneity of Okun's law: A metaregression analysis," Economic Modelling, Elsevier, vol. 128(C).
    2. Rice, William L. & Park, So Young & Pan, Bing & Newman, Peter, 2019. "Forecasting campground demand in US national parks," Annals of Tourism Research, Elsevier, vol. 75(C), pages 424-438.
    3. Diaz-Emparanza, Ignacio, 2014. "Numerical distribution functions for seasonal unit root tests," Computational Statistics & Data Analysis, Elsevier, vol. 76(C), pages 237-247.
    4. Pulapre Balakrishnan & M Parameswaran, 2019. "Modeling the Dynamics of Inflation in India," Working Papers 16, Ashoka University, Department of Economics.
    5. Derek Bond & Michael J. Harrison & Edward J. O'Brien, 2005. "Testing for Long Memory and Nonlinear Time Series: A Demand for Money Study," Trinity Economics Papers tep20021, Trinity College Dublin, Department of Economics.
    6. Levent KORAP, 2008. "Exchange Rate Determination Of Tl/Us$:A Co-Integration Approach," Istanbul University Econometrics and Statistics e-Journal, Department of Econometrics, Faculty of Economics, Istanbul University, vol. 7(1), pages 24-50, May.
    7. Hyndman, Rob J. & Khandakar, Yeasmin, 2008. "Automatic Time Series Forecasting: The forecast Package for R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i03).
    8. Zamanipour, Behzad & Ghadaksaz, Hesam & Keppo, Ilkka & Saboohi, Yadollah, 2023. "Electricity supply and demand dynamics in Iran considering climate change-induced stresses," Energy, Elsevier, vol. 263(PE).
    9. Caporale, Guglielmo Maria & Helmi, Mohamad Husam & Çatık, Abdurrahman Nazif & Menla Ali, Faek & Akdeniz, Coşkun, 2018. "Monetary policy rules in emerging countries: Is there an augmented nonlinear taylor rule?," Economic Modelling, Elsevier, vol. 72(C), pages 306-319.
    10. Ingrid Groessl & Artur Tarassow, 2015. "A Microfounded Model of Money Demand Under Uncertainty, and some Empirical Evidence," Macroeconomics and Finance Series 201504, University of Hamburg, Department of Socioeconomics, revised Jan 2018.
    11. David Greasley & Les Oxley, 2010. "Cliometrics And Time Series Econometrics: Some Theory And Applications," Journal of Economic Surveys, Wiley Blackwell, vol. 24(5), pages 970-1042, December.
    12. Shahzad, Syed Jawad Hussain & Kumar, Ronald Ravinesh & Zakaria, Muhammad & Hurr, Maryam, 2017. "Carbon emission, energy consumption, trade openness and financial development in Pakistan: A revisit," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 185-192.
    13. Mr. Francis Y Kumah, 2006. "The Role of Seasonality and Monetary Policy in Inflation Forecasting," IMF Working Papers 2006/175, International Monetary Fund.
    14. Bernard Njindan Iyke & Nicholas M. Odhiambo, 2015. "The Determinants of Long-run Real Exchange Rate in South Africa: A Fundamental Equilibrium Approach," Global Economy Journal (GEJ), World Scientific Publishing Co. Pte. Ltd., vol. 15(3), pages 319-336, September.
    15. Simón Sosvilla-Rivero & Javier Alonso Meseguer, 2005. "Estimación de una función de producción MRW para la economía española, 1910-1995," Investigaciones Economicas, Fundación SEPI, vol. 29(3), pages 609-624, September.
    16. Shipra Banik & Param Silvapulle, 1999. "Testing for Seasonal Stability in Unemployment Series: International Evidence," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 26(2), pages 123-139, June.
    17. Zhou, Runyu & Abbasi, Kashif Raza & Salem, Sultan & Almulhim, Abdulaziz.I. & Alvarado, Rafael, 2022. "Do natural resources, economic growth, human capital, and urbanization affect the ecological footprint? A modified dynamic ARDL and KRLS approach," Resources Policy, Elsevier, vol. 78(C).
    18. 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.
    19. Giannellis, Nikolaos & Papadopoulos, Athanasios P., 2009. "Testing for efficiency in selected developing foreign exchange markets: An equilibrium-based approach," Economic Modelling, Elsevier, vol. 26(1), pages 155-166, January.
    20. Tang, Chor Foon, 2008. "A re-examination of the relationship between electricity consumption and economic growth in Malaysia," Energy Policy, Elsevier, vol. 36(8), pages 3067-3075, August.

    More about this item

    Keywords

    Okun's law; multiple equation model; unemployment; output; ARDL;
    All these keywords.

    JEL classification:

    • C30 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - General
    • 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
    • E27 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Forecasting and Simulation: Models and Applications
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J51 - Labor and Demographic Economics - - Labor-Management Relations, Trade Unions, and Collective Bargaining - - - Trade Unions: Objectives, Structure, and Effects
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ulr:wpaper:dt-30-21. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Lorenza Pérez (email available below). General contact details of provider: https://edirc.repec.org/data/ierauuy.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.