IDEAS home Printed from https://ideas.repec.org/p/bog/wpaper/257.html
   My bibliography  Save this paper

The role of financial constraints on labour share developments: macro- and micro-level evidence

Author

Listed:
  • Elena Crivellaro

    (Organization for Economic Co-operation and Development)

  • Aikaterini Karadimitropoulou

    (Bank of Greece and University of East Anglia)

Abstract

Technological advancements have been affecting labour shares through a steep decline in the relative price of investment goods. This has lowered the cost of capital allowing firms to replace labour with capital. Nonetheless, financing obstacles could obstruct investment in both labour and capital. This paper assesses the role of financial constraints in hampering the effect of relative investment prices change on labour shares, using data for up to 26 OECD countries over the period 1995-2014. We find statistically significant, economically large and robust effects of financial constraints acting as a channel to hinder the effect of relative investment prices changes on labour shares. In particular, our results reveal that: (i) there has been a global decline in the labour share that coincides with declines in the relative price of investment goods and this decline has been heterogeneous across countries with different levels of financial constraints; (ii) industries highly dependent on external finance face a lower decline in the labour share following a drop in the relative investment price than industries that are less dependent on external finance, possibly because they are more constrained in accessing funds to finance investment; (iii) industry-level investment prices affect the labour share partly through changes within-firms rather than through composition effects, with smaller effects for firms that are more dependent on external finance and larger effects in less financially constrained and highly productive firms. These results are corroborated by an estimated aggregate elasticity of substitution between capital and labour greater than one, and higher for countries that are less financially constrained.

Suggested Citation

  • Elena Crivellaro & Aikaterini Karadimitropoulou, 2019. "The role of financial constraints on labour share developments: macro- and micro-level evidence," Working Papers 257, Bank of Greece.
  • Handle: RePEc:bog:wpaper:257
    as

    Download full text from publisher

    File URL: https://www.bankofgreece.gr/BogEkdoseis/Paper2019257.pdf
    File Function: Full Text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Alain de Serres & Shuji Kobayakawa & Torsten Sløk & Laura Vartia, 2006. "Regulation of Financial Systems and Economic Growth," OECD Economics Department Working Papers 506, OECD Publishing.
    2. Per Krusell & Lee E. Ohanian & JosÈ-Victor RÌos-Rull & Giovanni L. Violante, 2000. "Capital-Skill Complementarity and Inequality: A Macroeconomic Analysis," Econometrica, Econometric Society, vol. 68(5), pages 1029-1054, September.
    3. Spaliara, Marina-Eliza, 2009. "Do financial factors affect the capital-labour ratio? Evidence from UK firm-level data," Journal of Banking & Finance, Elsevier, vol. 33(10), pages 1932-1947, October.
    4. Davide Furceri & Prakash Loungani & Jonathan D. Ostry, 2019. "The Aggregate and Distributional Effects of Financial Globalization: Evidence from Macro and Sectoral Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(S1), pages 163-198, December.
    5. Hasan Bakhshi & Nicholas Oulton & Jamie Thompson, 2003. "Modelling investment when relative prices are trending: theory and evidence for the United Kingdom," Bank of England working papers 189, Bank of England.
    6. Gene M. Grossman & Elhanan Helpman & Ezra Oberfield & Thomas Sampson, 2017. "The productivity slowdown and the declining labor share: a neoclassical exploration," CEP Discussion Papers dp1504, Centre for Economic Performance, LSE.
    7. Tevlin, Stacey & Whelan, Karl, 2003. "Explaining the Investment Boom of the 1990s," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(1), pages 1-22, February.
    8. Xavier Giroud & Holger M. Mueller, 2017. "Firm Leverage, Consumer Demand, and Employment Losses during the Great Recession," Working Papers 17-01, Center for Economic Studies, U.S. Census Bureau.
    9. David Autor & Anna Salomons, 2018. "Is Automation Labor-Displacing? Productivity Growth, Employment, and the Labor Share," NBER Working Papers 24871, National Bureau of Economic Research, Inc.
    10. Thomas Piketty & Gabriel Zucman, 2014. "Capital is Back: Wealth-Income Ratios in Rich Countries 1700–2010," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1255-1310.
    11. Peter N. Gal & Alexander Hijzen, 2016. "The Short-Term Impact of Product Market Reforms: A cross-country firm-level analysis," IMF Working Papers 2016/116, International Monetary Fund.
    12. Ghazala Azmat & Alan Manning & John Van Reenen, 2012. "Privatization and the Decline of Labour's Share: International Evidence from Network Industries," Economica, London School of Economics and Political Science, vol. 79(315), pages 470-492, July.
    13. Miguel A. León-Ledesma & Peter McAdam & Alpo Willman, 2010. "Identifying the Elasticity of Substitution with Biased Technical Change," American Economic Review, American Economic Association, vol. 100(4), pages 1330-1357, September.
    14. Cyrille Schwellnus & Mathilde Pak & Pierre-Alain Pionnier & Elena Crivellaro, 2018. "Labour share developments over the past two decades: The role of technological progress, globalisation and “winner-takes-most” dynamics," OECD Economics Department Working Papers 1503, OECD Publishing.
    15. Petri Böckerman & Mika Maliranta, 2012. "Globalization, creative destruction, and labour share change: evidence on the determinants and mechanisms from longitudinal plant-level data," Oxford Economic Papers, Oxford University Press, vol. 64(2), pages 259-280, April.
    16. Şebnem Kalemli- Özcan & Bent E. Sørensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yeşiltaş, 2024. "How to Construct Nationally Representative Firm-Level Data from the Orbis Global Database: New Facts on SMEs and Aggregate Implications for Industry Concentration," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(2), pages 353-374, April.
    17. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 61-103.
    18. Sørensen, Bent E & Kalemli-Özcan, Sebnem & Volosovych, Vadym & Villegas-Sanchez, Carolina & Yesiltas, Sevcan, 2015. "How to construct nationally representative firm level data from the ORBIS global database," CEPR Discussion Papers 10829, C.E.P.R. Discussion Papers.
    19. Thompson, Jamie & Hasan Bakhshi & Nick Oulton, 2003. "Modelling Investment When Relative Prices Are Trending: Theory and Evidence for the UK," Royal Economic Society Annual Conference 2003 203, Royal Economic Society.
    20. Robert Z. Lawrence, 2015. "Recent Declines in Labor's Share in US Income: A Preliminary Neoclassical Account," Working Paper Series WP15-10, Peterson Institute for International Economics.
    21. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    22. Xavier Giroud & Holger M. Mueller, 2017. "Firm Leverage, Consumer Demand, and Employment Losses During the Great Recession," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 271-316.
    23. Asli Demirgüç-Kunt & Ross Levine, 2009. "Finance and Inequality: Theory and Evidence," Annual Review of Financial Economics, Annual Reviews, vol. 1(1), pages 287-318, November.
    24. Love, Inessa & Preve, Lorenzo A. & Sarria-Allende, Virginia, 2007. "Trade credit and bank credit: Evidence from recent financial crises," Journal of Financial Economics, Elsevier, vol. 83(2), pages 453-469, February.
    25. Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation, and Work," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 197-236, National Bureau of Economic Research, Inc.
    26. Jan De Loecker & Jan Eeckhout & Gabriel Unger, 2020. "The Rise of Market Power and the Macroeconomic Implications [“Econometric Tools for Analyzing Market Outcomes”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 561-644.
    27. Douglas Gollin, 2002. "Getting Income Shares Right," Journal of Political Economy, University of Chicago Press, vol. 110(2), pages 458-474, April.
    28. Daron Acemoglu & Pascual Restrepo, 2016. "The Race Between Machine and Man: Implications of Technology for Growth, Factor Shares and Employment," NBER Working Papers 22252, National Bureau of Economic Research, Inc.
    29. Filipe Silva & Carlos Carreira, 2012. "Measuring Firms’ Financial Constraints: A Rough Guide," Notas Económicas, Faculty of Economics, University of Coimbra, issue 36, pages 23-46, December.
    30. Bridgman, Benjamin, 2018. "Is Labor'S Loss Capital'S Gain? Gross Versus Net Labor Shares," Macroeconomic Dynamics, Cambridge University Press, vol. 22(8), pages 2070-2087, December.
    31. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    32. Sebnem Kalemli-Ozcan & Bent Sorensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yesiltas, 2015. "How to Construct Nationally Representative Firm Level Data from the Orbis Global Database: New Facts and Aggregate Implications," NBER Working Papers 21558, National Bureau of Economic Research, Inc.
    33. Peter N. Gal, 2013. "Measuring Total Factor Productivity at the Firm Level using OECD-ORBIS," OECD Economics Department Working Papers 1049, OECD Publishing.
    34. Carpenter, Robert E. & Guariglia, Alessandra, 2008. "Cash flow, investment, and investment opportunities: New tests using UK panel data," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1894-1906, September.
    35. Annalisa Ferrando & Klaas Mulier, 2015. "Firms’ Financing Constraints: Do Perceptions Match the Actual Situation?," The Economic and Social Review, Economic and Social Studies, vol. 46(1), pages 87-117.
    36. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    37. Ann Harrison, 2022. "Has Globalization Eroded Labor’s Share? Some Cross-Country Evidence," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 5, pages 89-135, World Scientific Publishing Co. Pte. Ltd..
    38. Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation and Work," Boston University - Department of Economics - Working Papers Series dp-298, Boston University - Department of Economics.
    39. Maria‐Teresa Marchica & Roberto Mura, 2010. "Financial Flexibility, Investment Ability, and Firm Value: Evidence from Firms with Spare Debt Capacity," Financial Management, Financial Management Association International, vol. 39(4), pages 1339-1365, December.
    40. Thomas Piketty & Gabriel Zucman, 2014. "Capital is Back: Wealth-Income Ratios in Rich Countries 1700–2010," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1255-1310.
    41. Mai Dao & Lucy Qian Liu, 2017. "Finance and Employment in Developing Countries: The Working Capital Channel," IMF Working Papers 2017/189, International Monetary Fund.
    Full references (including those not matched with items on IDEAS)

    Citations

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


    Cited by:

    1. Kostarakos, Ilias, 2020. "Determinants of the (non-Housing) Labour Income Share in the EU," Papers WP693, Economic and Social Research Institute (ESRI).
    2. Gonzalez, Ignacio & Trivin, Pedro, 2019. "The Global Rise of Asset Prices and the Decline of the Labor Share," MPRA Paper 94587, University Library of Munich, Germany.

    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. Alessandro Bellocchi & Giovanni Marin & Giuseppe Travaglini, 2021. "The Great Fall of Labor Share:Micro Determinants for EU Countries Over 2011-2019," Working Papers 2102, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2021.
    2. Matteo G. Richiardi & Luis Valenzuela, 2024. "Firm heterogeneity and the aggregate labour share," LABOUR, CEIS, vol. 38(1), pages 66-101, March.
    3. Anna M. Stansbury & Lawrence H. Summers, 2017. "Productivity and Pay: Is the link broken?," NBER Working Papers 24165, National Bureau of Economic Research, Inc.
    4. Kyoji Fukao & Cristiano Perugini, 2021. "The Long‐Run Dynamics of the Labor Share in Japan," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(2), pages 445-480, June.
    5. Dongya Koh & Raül Santaeulàlia‐Llopis & Yu Zheng, 2020. "Labor Share Decline and Intellectual Property Products Capital," Econometrica, Econometric Society, vol. 88(6), pages 2609-2628, November.
    6. David Autor & David Dorn & Lawrence F Katz & Christina Patterson & John Van Reenen, 2020. "The Fall of the Labor Share and the Rise of Superstar Firms [“Automation and New Tasks: How Technology Displaces and Reinstates Labor”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 645-709.
    7. Xu, Xiang & Li, David Daokui & Zhao, Mofei, 2018. "“Made in China” matters: Integration of the global labor market and the global labor share decline," China Economic Review, Elsevier, vol. 52(C), pages 16-29.
    8. Stieglitz, Moritz & Setzer, Ralph, 2022. "Firm-level employment, labour market reforms, and bank distress," Journal of International Money and Finance, Elsevier, vol. 120(C).
    9. Paul, Saumik, 2018. "Capital Skill Substitutability and the Labor Income Share: Identification Using the Morishima Elasticity of Substitution," ADBI Working Papers 839, Asian Development Bank Institute.
    10. Geoff Weir, 2018. "Wage Growth Puzzles and Technology," RBA Research Discussion Papers rdp2018-10, Reserve Bank of Australia.
    11. Song, Eunbi, 2021. "What drives labor share change? Evidence from Korean industries," Economic Modelling, Elsevier, vol. 94(C), pages 370-385.
    12. Zhang, Hongsong, 2019. "Non-neutral technology, firm heterogeneity, and labor demand," Journal of Development Economics, Elsevier, vol. 140(C), pages 145-168.
    13. Robert Z. Lawrence, 2015. "Recent Declines in Labor's Share in US Income: A Preliminary Neoclassical Account," Working Paper Series WP15-10, Peterson Institute for International Economics.
    14. Kenneth G. Stewart & Jiang Li, 2018. "Are factor biases and substitution identifiable? The Canadian evidence," Canadian Journal of Economics, Canadian Economics Association, vol. 51(2), pages 528-548, May.
    15. Reshef, Ariell & Santoni, Gianluca, 2023. "Are your labor shares set in Beijing? The view through the lens of global value chains," European Economic Review, Elsevier, vol. 155(C).
    16. Gregory Casey & Ryo Horii, 2019. "A Multi-factor Uzawa Growth Theorem and Endogenous Capital-Augmenting Technological Change," ISER Discussion Paper 1051, Institute of Social and Economic Research, Osaka University.
    17. Loukas Karabarbounis & Brent Neiman, 2019. "Accounting for Factorless Income," NBER Macroeconomics Annual, University of Chicago Press, vol. 33(1), pages 167-228.
    18. Andrew Glover & Jacob Short, 2020. "Can Capital Deepening Explain the Global Decline in Labor's Share?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 35, pages 35-53, January.
    19. Francesca Crucitti & Lorenza Rossi, 2022. "Labor Share Decline and Productivity Slowdown: A Micro-Macro Analysis," Working Papers 350577481, Lancaster University Management School, Economics Department.
    20. Zsofia Barany & Christian Siegel, 2021. "Engines of sectoral labor productivity growth," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 39, pages 304-343, January.

    More about this item

    Keywords

    Labour Income Share; Financial Constraints; External Financial Dependence; Relative investment price;
    All these keywords.

    JEL classification:

    • E25 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Aggregate Factor Income Distribution
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure

    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:bog:wpaper:257. 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: Anastasios Rizos (email available below). General contact details of provider: https://edirc.repec.org/data/boggvgr.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.