IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v38y2014icp417-425.html
   My bibliography  Save this article

Deunionization and pay inequality in OECD Countries: A panel Granger causality approach

Author

Listed:
  • Töngür, Ünal
  • Elveren, Adem Yavuz

Abstract

The impact of unionization on wage inequality has been examined by a vast literature. Focusing mostly on the US and the UK in time series analyses or on OECD countries in panel data analyses, a bulk of these studies have found a negative impact of deunionization (i.e. decline in the union density rate) on distribution of wages. By utilizing two inequality data sets both provided by the University of Texas Inequality Project and the union density data set provided by OECD this paper contributes to the literature, analyzing the causality relationship between deunionization and pay inequality for 24 OECD countries for the 1963–2000 period within a panel Granger structure. Our findings show not only that there is causality from union density to income inequality but also, perhaps more importantly, point out that there is causality running from income inequality to union density for various set of countries and time periods.

Suggested Citation

  • Töngür, Ünal & Elveren, Adem Yavuz, 2014. "Deunionization and pay inequality in OECD Countries: A panel Granger causality approach," Economic Modelling, Elsevier, vol. 38(C), pages 417-425.
  • Handle: RePEc:eee:ecmode:v:38:y:2014:i:c:p:417-425
    DOI: 10.1016/j.econmod.2014.01.014
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999314000170
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2014.01.014?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Jong Il Choe, 2003. "Do Foreign Direct Investment and Gross Domestic Investment Promote Economic Growth?," Review of Development Economics, Wiley Blackwell, vol. 7(1), pages 44-57, February.
    2. John Schmitt & Alexandra Mitukiewicz, 2012. "Politics matter: changes in unionisation rates in rich countries, 1960–2010," Industrial Relations Journal, Wiley Blackwell, vol. 43(3), pages 260-280, May.
    3. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    4. Checchi, Daniele & Visser, Jelle & van de Werfhorst, Herman G., 2007. "Inequality and Union Membership: The Impact of Relative Earnings Position and Inequality Attitudes," IZA Discussion Papers 2691, Institute of Labor Economics (IZA).
    5. Robert Hoffmann & Chew-Ging Lee & Bala Ramasamy & Matthew Yeung, 2005. "FDI and pollution: a granger causality test using panel data," Journal of International Development, John Wiley & Sons, Ltd., vol. 17(3), pages 311-317.
    6. Lawrence M. Kahn, 2000. "Wage Inequality, Collective Bargaining, And Relative Employment From 1985 To 1994: Evidence From Fifteen Oecd Countries," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 564-579, November.
    7. Daniele Checchi & Laura Pagani, 2005. "The effects of unions on wage inequality. The Italian case in the 1990s," Politica economica, Società editrice il Mulino, issue 1, pages 43-70.
    8. David Metcalf & Kirstine Hansen & Andy Charlwood, 2001. "Unions and the Sword of Justice: Unions and Pay Systems, Pay Inequality, Pay Discrimination and Low Pay," National Institute Economic Review, National Institute of Economic and Social Research, vol. 176(1), pages 61-75, April.
    9. Schnabel, Claus, 2012. "Union membership and density: Some (not so) stylized facts and challenges," Discussion Papers 81, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    10. Deininger, Klaus & Squire, Lyn, 1996. "A New Data Set Measuring Income Inequality," The World Bank Economic Review, World Bank, vol. 10(3), pages 565-591, September.
    11. Jörg Breitung & Samarjit Das, 2005. "Panel unit root tests under cross‐sectional dependence," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 59(4), pages 414-433, November.
    12. Blanchflower, David G., 2006. "A Cross-Country Study of Union Membership," IZA Discussion Papers 2016, Institute of Labor Economics (IZA).
    13. David Card & Thomas Lemieux & W. Craig Riddell, 2004. "Unions and Wage Inequality," Journal of Labor Research, Transaction Publishers, vol. 25(4), pages 519-562, October.
    14. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    15. Freeman, Richard B, 1984. "Longitudinal Analyses of the Effects of Trade Unions," Journal of Labor Economics, University of Chicago Press, vol. 2(1), pages 1-26, January.
    16. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    17. Richard B. Freeman, 1980. "Unionism and the Dispersion of Wages," ILR Review, Cornell University, ILR School, vol. 34(1), pages 3-23, October.
    18. Thomas Lemieux, 1993. "Unions and Wage Inequality in Canada and the United States," NBER Chapters, in: Small Differences That Matter: Labor Markets and Income Maintenance in Canada and the United States, pages 69-108, National Bureau of Economic Research, Inc.
    19. Card, David & Freeman, Richard B. (ed.), 1993. "Small Differences That Matter," National Bureau of Economic Research Books, University of Chicago Press, number 9780226092836, Febrero.
    20. Philipp Doerrenberg & Andreas Peichl, 2014. "The impact of redistributive policies on inequality in OECD countries," Applied Economics, Taylor & Francis Journals, vol. 46(17), pages 2066-2086, June.
    21. César Calderón & Alberto Chong & Rodrigo O. Valdés, 2005. "Labor Market Regulations and Income Inequality: Evidence for a Panel of Countries," Central Banking, Analysis, and Economic Policies Book Series, in: Jorge Restrepo & Andrea Tokman R. & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Series Edi (ed.),Labor Markets and Institutions, edition 1, volume 8, chapter 7, pages 221-279, Central Bank of Chile.
    22. David Card, 2001. "The Effect of Unions on Wage Inequality in the U.S. Labor Market," ILR Review, Cornell University, ILR School, vol. 54(2), pages 296-315, January.
    23. Acemoglu, Daron & Aghion, Philippe & Violante, Giovanni L., 2001. "Deunionization, technical change and inequality," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 55(1), pages 229-264, December.
    24. Hsiao, Cheng & Mountain, Dean C. & Chan, M. W. Luke & Tsui, Kai Y., 1989. "Modeling Ontario regional electricity system demand using a mixed fixed and random coefficients approach," Regional Science and Urban Economics, Elsevier, vol. 19(4), pages 565-587, December.
    25. Nair-Reichert, Usha & Weinhold, Diana, 2001. "Causality Tests for Cross-Country Panels: A New Look at FDI and Economic Growth in Developing Countries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(2), pages 153-171, May.
    26. Winfried Koeniger & Marco Leonardi & Luca Nunziata, 2007. "Labor Market Institutions and Wage Inequality," ILR Review, Cornell University, ILR School, vol. 60(3), pages 340-356, April.
    27. Bell, Brian D & Pitt, Michael K, 1998. "Trade Union Decline and the Distribution of Wages in the UK: Evidence from Kernel Density Estimation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 60(4), pages 509-528, November.
    28. Brian D. Bell & Michael K. Pitt, 1998. "Trade Union Decline and the Distribution of Wages in the UK: Evidence from Kernel Density Estimation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 60(4), pages 509-528, November.
    29. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    30. Galbraith, James K., 2012. "Inequality and Instability: A Study of the World Economy Just Before the Great Crisis," OUP Catalogue, Oxford University Press, number 9780199855650, Decembrie.
    31. Christophe Hurlin, 2004. "Testing Granger causality in Heterogeneous panel data models with fixed coefficients," Post-Print halshs-00257395, HAL.
    32. Eric S. Lin & Hamid E. Ali, 2009. "Military Spending and Inequality: Panel Granger Causality Test," Journal of Peace Research, Peace Research Institute Oslo, vol. 46(5), pages 671-685, September.
    33. Kiviet, Jan F., 1995. "On bias, inconsistency, and efficiency of various estimators in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 68(1), pages 53-78, July.
    34. Henrik Hansen & John Rand, 2006. "On the Causal Links Between FDI and Growth in Developing Countries," The World Economy, Wiley Blackwell, vol. 29(1), pages 21-41, January.
    35. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
    36. Lemieux, Thomas, 1998. "Estimating the Effects of Unions on Wage Inequality in a Panel Data Model with Comparative Advantage and Nonrandom Selection," Journal of Labor Economics, University of Chicago Press, vol. 16(2), pages 261-291, April.
    37. Hood, M. V. & Kidd, Quentin & Morris, Irwin L., 2008. "Two Sides of the Same Coin? Employing Granger Causality Tests in a Time Series Cross-Section Framework," Political Analysis, Cambridge University Press, vol. 16(3), pages 324-344, July.
    38. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    39. Thomas W. Volscho & Andrew S. Fullerton, 2005. "Metropolitan Earnings Inequality: Union and Government‐Sector Employment Effects," Social Science Quarterly, Southwestern Social Science Association, vol. 86(s1), pages 1324-1337, December.
    40. Carlin, Wendy & Soskice, David, 1990. "Macroeconomics and the Wage Bargain: A Modern Approach to Employment, Inflation, and the Exchange Rate," OUP Catalogue, Oxford University Press, number 9780198772446, Decembrie.
    41. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    42. Erkan Erdil & I. Hakan Yetkiner, 2009. "The Granger-causality between health care expenditure and output: a panel data approach," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 511-518.
    43. David Card & Richard B. Freeman, 1993. "Small Differences That Matter: Labor Markets and Income Maintenance in Canada and the United States," NBER Books, National Bureau of Economic Research, Inc, number card93-1, March.
    44. David G. Blanchflower & Alex Bryson, 2003. "What Effect do Unions Have on Wages Now and Would 'What Do Unions Do' Be Surprised?," NBER Working Papers 9973, National Bureau of Economic Research, Inc.
    45. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    46. Daniele Checchi & Cecilia García-Peñalosa, 2008. "Labour market institutions and income inequality [‘Globalisation and the great U-turn: Income inequality trends in 16 OECD countries’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 23(56), pages 602-649.
    47. repec:dau:papers:123456789/6159 is not listed on IDEAS
    48. Töngür, Ünal & Elveren, Adem Yavuz, 2014. "Deunionization and pay inequality in OECD Countries: A panel Granger causality approach," Economic Modelling, Elsevier, vol. 38(C), pages 417-425.
    49. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    50. Usha Nair‐Reichert & Diana Weinhold, 2001. "Causality Tests for Cross‐Country Panels: a New Look at FDI and Economic Growth in Developing Countries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(2), pages 153-171, May.
    51. Bell, Brian D & Pitt, Michael K, 1998. "Trade Union Decline and the Distribution of Wages in the UK: Evidence from Kernel Density Estimation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 60(4), pages 509-528, November.
    52. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    53. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
    54. César Calderón & Alberto Chong & Rodrigo O. Valdés, 2005. "Labor Market Regulations and Income Inequality: Evidence for a Panel of Countries," Central Banking, Analysis, and Economic Policies Book Series,in: Jorge Restrepo & Andrea Tokman R. & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Series Edi (ed.), Labor Markets and Institutions, edition 1, volume 8, chapter 7, pages 221-279 Central Bank of Chile.
    55. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    56. James Galbraith, 2009. "Inequality, unemployment and growth: New measures for old controversies," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 7(2), pages 189-206, June.
    57. David Card, 1998. "Falling Union Membership and Rising Wage Inequality: What's the Connection?," NBER Working Papers 6520, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Is globalization to blame?
      by chris in Stumbling and Mumbling on 2016-11-11 19:43:16
    2. Coping with the backfire effect
      by chris in Stumbling and Mumbling on 2017-03-14 19:02:55
    3. Immigration mechanisms
      by chris in Stumbling and Mumbling on 2017-04-07 17:35:40
    4. The need for an immigration target
      by chris in Stumbling and Mumbling on 2017-05-09 17:20:17
    5. The ideology of "the market"
      by chris in Stumbling and Mumbling on 2017-07-22 17:00:29
    6. Immigration: the wrong battle
      by chris in Stumbling and Mumbling on 2018-03-11 12:36:06

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Canale, Rosaria Rita & Liotti, Giorgio & Musella, Marco, 2022. "Labour market flexibility and workers’ living conditions in Europe," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 441-450.
    2. Joanna Tyrowicz & Magdalena Smyk, 2019. "Wage Inequality and Structural Change," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(2), pages 503-538, January.
    3. Thomas von Brasch & Marit Linnea Gjelsvik & Victoria Sparrman, 2018. "Deunionization and job polarization – a macroeconomic model analysis for a small open economy," Economic Systems Research, Taylor & Francis Journals, vol. 30(3), pages 380-399, July.
    4. Töngür, Ünal & Elveren, Adem Yavuz, 2014. "Deunionization and pay inequality in OECD Countries: A panel Granger causality approach," Economic Modelling, Elsevier, vol. 38(C), pages 417-425.
    5. Danning Du, 2017. "The causal relationship between land urbanization quality and economic growth: evidence from capital cities in China," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(6), pages 2707-2723, November.

    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. Andreas Dietrich, 2012. "Does growth cause structural change, or is it the other way around? A dynamic panel data analysis for seven OECD countries," Empirical Economics, Springer, vol. 43(3), pages 915-944, December.
    2. Eric S. Lin & Hamid E. Ali, 2009. "Military Spending and Inequality: Panel Granger Causality Test," Journal of Peace Research, Peace Research Institute Oslo, vol. 46(5), pages 671-685, September.
    3. Herzer, Dierk, 2014. "Unions and income inequality: a heterogenous cointegration and causality analysis," Working Paper 146/2014, Helmut Schmidt University, Hamburg.
    4. Susan Hayter, 2015. "Unions and collective bargaining," Chapters, in: Janine Berg (ed.), Labour Markets, Institutions and Inequality, chapter 4, pages 95-122, Edward Elgar Publishing.
    5. Erkan Erdil & I. Hakan Yetkiner, 2009. "The Granger-causality between health care expenditure and output: a panel data approach," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 511-518.
    6. Erkan Erdil & I. Hakan Yetkiner, 2004. "A Panel Data Approach for Income-Health Causality," Working Papers FNU-47, Research unit Sustainability and Global Change, Hamburg University, revised Apr 2004.
    7. Susan Hayter & Bradley Weinberg, 2011. "Mind the Gap: Collective Bargaining and Wage Inequality," Chapters, in: Susan Hayter (ed.), The Role of Collective Bargaining in the Global Economy, chapter 6, Edward Elgar Publishing.
    8. Edward M Feasel & Nobuyuki Kanazawa, 2013. "Sentiment toward Trading Partners and International Trade," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 39(3), pages 309-327.
    9. Mohamad Ahmad Abou Hamia, 2024. "The integration of developing countries into world technology markets: cause or effect of total factor productivity?," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(1), pages 879-902, February.
    10. Jacobo Campo & Henry Mendoza, 2018. "Public expenditure and economic growth: a regional analysis for Colombia, 1984-2012," Lecturas de Economía, Universidad de Antioquia, Departamento de Economía, issue 88, pages 77-108, Enero - J.
    11. John T. Addison & Ralph W. Bailey & W. Stanley Siebert, 2009. "Wage Dispersion in a Partially Unionized Labor Force," GEMF Working Papers 2009-09, GEMF, Faculty of Economics, University of Coimbra.
    12. David Card & Thomas Lemieux & W. Craig Riddell, 2020. "Unions and wage inequality: The roles of gender, skill and public sector employment," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 53(1), pages 140-173, February.
    13. Jenn-Hong Tang & Cheng-Chung Lai & Eric Lin, 2009. "Military Expenditure And Unemployment Rates: Granger Causality Tests Using Global Panel Data," Defence and Peace Economics, Taylor & Francis Journals, vol. 20(4), pages 253-267.
    14. Wu, Shih-Ying & Tang, Jenn-Hong & Lin, Eric S., 2010. "The impact of government expenditure on economic growth: How sensitive to the level of development?," Journal of Policy Modeling, Elsevier, vol. 32(6), pages 804-817, November.
    15. Campo, Jacobo & Mendoza, Henry, 2018. "Gasto público y crecimiento económico: un análisis regional para Colombia, 1984-2012," Revista Lecturas de Economía, Universidad de Antioquia, CIE, issue 88, pages 77-108, January.
    16. Wenjing Zhang & Hengzhou Xu, 2017. "Exploring the causal relationship between carbon emissions and land urbanization quality in China using a panel data analysis," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(4), pages 1445-1462, August.
    17. Hakim, Md Mahbubul & Merkert, Rico, 2016. "The causal relationship between air transport and economic growth: Empirical evidence from South Asia," Journal of Transport Geography, Elsevier, vol. 56(C), pages 120-127.
    18. MAÏ ASSAN CHEDI, Maman, 2022. "Does Defence Expenditure Affect Education and Health expenditures in Saharan Africa?," African Journal of Economic Review, African Journal of Economic Review, vol. 10(4), September.
    19. Al-Jahwari, Salim Ahmed Said, 2021. "Does the Twin-Deficits doctrine apply to the Gulf Cooperation Council? A dynamic panel VAR-X model approach," MPRA Paper 111232, University Library of Munich, Germany.
    20. Takashi Kamihigashi & Yosuke Sasaki, 2022. "The Impact of Multi-Factor Productivity on Income Inequality," Discussion Paper Series DP2022-31, Research Institute for Economics & Business Administration, Kobe University.

    More about this item

    Keywords

    Union membership; Pay inequality; Income inequality; Panel Granger;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • 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

    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:eee:ecmode:v:38:y:2014:i:c:p:417-425. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    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.