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Subsidies, the Shadow of Death and Labor Productivity

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  • Heli Koski
  • Mika Pajarinen

Abstract

Our panel data from over 10,000 Finnish firms during the years 2003–2010 elucidates the effect of different business subsidies on firm productivity performance and on the relationship between firms’ lagged labor productivity and market exit. We find that none of the subsidy types have statistically significant positive short-term or longer-term impacts on the firms’ labor productivity. It appears that employment and investment subsidies, in particular, tend to be allocated to relatively less efficient companies. We further observe that declines in the firm’s lagged labor productivity levels are clearly more weakly related to the subsidized firms’ exit than to the exit of firms that have not received any subsidies. Our empirical findings thus suggest that the allocation of subsidies to relatively inefficient firms increases their liquidity, making their market exit less likely than it would be otherwise. In other words, our data indicate that subsidy allocation weakens the shadow of death phenomenon observed in the previous empirical studies and hinders the process of creative destruction in the economy. Copyright Springer Science+Business Media New York 2015

Suggested Citation

  • Heli Koski & Mika Pajarinen, 2015. "Subsidies, the Shadow of Death and Labor Productivity," Journal of Industry, Competition and Trade, Springer, vol. 15(2), pages 189-204, June.
  • Handle: RePEc:kap:jincot:v:15:y:2015:i:2:p:189-204
    DOI: 10.1007/s10842-014-0177-1
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    1. Liliana Gelabert & Andrea Fosfuri & Josep A. Tribó, 2009. "Does The Effect Of Public Support For R&D Depend On The Degree Of Appropriability?," Journal of Industrial Economics, Wiley Blackwell, vol. 57(4), pages 736-767, December.
    2. Mika Maliranta & Petri Rouvinen, 2006. "Informational mobility and productivity: Finnish evidence," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(6), pages 605-616.
    3. Baghana, Rufin, 2010. "Public R&D Subsidies and Productivity: Evidence from Firm-Level Data in Quebec," MERIT Working Papers 2010-055, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    4. Matthias Almus, 2004. "The Shadow of Death -- An Emperical Analysis of the Pre-Exit Performance of New German Firms," Small Business Economics, Springer, vol. 23(3), pages 189-201, October.
    5. Van Reenen, John & Dearden, Lorraine & Reed, Howard, 2000. "Who Gains when Workers Train? Training and Corporate Productivity in a Panel of British Industries," CEPR Discussion Papers 2486, C.E.P.R. Discussion Papers.
    6. Inha Oh & Jeong-Dong Lee & Almas Heshmati & Gyoung-Gyu Choi, 2009. "Evaluation of credit guarantee policy using propensity score matching," Small Business Economics, Springer, vol. 33(3), pages 335-351, October.
    7. Carlos Carreira & Paulino Teixeira, 2011. "The shadow of death: analysing the pre-exit productivity of Portuguese manufacturing firms," Small Business Economics, Springer, vol. 36(3), pages 337-351, April.
    8. Bernd Ebersberger, 2011. "Public funding for innovation and the exit of firms," Journal of Evolutionary Economics, Springer, vol. 21(3), pages 519-543, August.
    9. Irwin, Douglas A. & Klenow, Peter J., 1996. "High-tech R&D subsidies Estimating the effects of Sematech," Journal of International Economics, Elsevier, vol. 40(3-4), pages 323-344, May.
    10. Girma, Sourafel & Görg, Holger & Strobl, Eric & Walsh, Frank, 2008. "Creating jobs through public subsidies: An empirical analysis," Labour Economics, Elsevier, vol. 15(6), pages 1179-1199, December.
    11. David, Paul A. & Hall, Bronwyn H. & Toole, Andrew A., 2000. "Is public R&D a complement or substitute for private R&D? A review of the econometric evidence," Research Policy, Elsevier, vol. 29(4-5), pages 497-529, April.
    12. Pekka Ilmakunnas & Mika Maliranta, 2005. "Technology, Labour Characteristics and Wage‐productivity Gaps," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(5), pages 623-645, October.
    13. Jeremy T. Fox & Valérie Smeets, 2011. "Does Input Quality Drive Measured Differences In Firm Productivity?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(4), pages 961-989, November.
    14. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    15. Koski, Heli & Tuuli, Jukka, 2010. "Business Subsidies in Finland: The Dynamics of Application and Acceptance Stages," Discussion Papers 1225, The Research Institute of the Finnish Economy.
    16. Heli Koski & Mika Pajarinen, 2013. "The role of business subsidies in job creation of start-ups, gazelles and incumbents," Small Business Economics, Springer, vol. 41(1), pages 195-214, June.
    17. Caroline Buts & Marc Jegers, 2013. "The Effect of ‘State Aid’ on Market Shares: An Empirical Investigation in an EU Member State," Journal of Industry, Competition and Trade, Springer, vol. 13(1), pages 89-100, March.
    18. Gianmarco I.P. Ottaviano & Aki Kangasharju & Mika Maliranta, 2009. "Local Innovative Activity and Regional Productivity: Implications for the Finnish National Innovation Policy," Chapters, in: Reinhilde Veugelers (ed.), The Evaluation of the Finnish National Innovation System, pages 203-238, The Research Institute of the Finnish Economy.
    19. Shunsuke Managi, 2010. "Productivity measures and effects from subsidies and trade: an empirical analysis for Japan's forestry," Applied Economics, Taylor & Francis Journals, vol. 42(30), pages 3871-3883.
    20. Scott J. Wallsten, 2000. "The Effects of Government-Industry R&D Programs on Private R&D: The Case of the Small Business Innovation Research Program," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 82-100, Spring.
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    Cited by:

    1. Richard Harris & John Moffat, 2020. "The impact of product subsidies on plant‐level total factor productivity in Britain, 1997–2014," Scottish Journal of Political Economy, Scottish Economic Society, vol. 67(4), pages 387-403, September.
    2. Bearzotti, Enia & Polanec, Sašo & Bartolj, Tjaša, 2023. "The Effects of Subsidies on Firm Size and Productivity," MPRA Paper 118490, University Library of Munich, Germany.
    3. Mattsson, Pontus, 2019. "The impact of labour subsidies on total factor productivity and profit per employee," Economic Analysis and Policy, Elsevier, vol. 62(C), pages 325-341.
    4. Lars Mewes & Tom Broekel, 2020. "Subsidized to change? The impact of R&D policy on regional technological diversification," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(1), pages 221-252, August.
    5. Tom Broekel & Lars Mewes, 2017. "Analyzing the impact of R&D policy on regional diversification," Papers in Evolutionary Economic Geography (PEEG) 1726, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.
    6. Alex Coad & Masatoshi Kato, 2021. "Growth paths and routes to exit: 'shadow of death' effects for new firms in Japan," Small Business Economics, Springer, vol. 57(3), pages 1145-1173, October.
    7. Nurmi, Satu & Vanhala, Juuso & Virén, Matti E. E., 2020. "The life and death of zombies: Evidence from government subsidies to firms," Bank of Finland Research Discussion Papers 8/2020, Bank of Finland.
    8. Tsuruta, Daisuke, 2021. "Lack of successors, firm default, and the performance of small businesses," Japan and the World Economy, Elsevier, vol. 57(C).
    9. Štefan Bojnec & Sabina Žampa, 2021. "Subsidies and Economic and Financial Performance of Enterprises," JRFM, MDPI, vol. 14(11), pages 1-16, October.
    10. repec:zbw:bofrdp:2020_008 is not listed on IDEAS
    11. Richard Harris & Shengyu Li, 2019. "Government assistance and total factor productivity: firm-level evidence from China," Journal of Productivity Analysis, Springer, vol. 52(1), pages 1-27, December.
    12. Michel Dumont & Chantal Kegels, 2016. "Working Paper 06-16 - Young Firms and Industry Dynamics in Belgium," Working Papers 1606, Federal Planning Bureau, Belgium.
    13. Richard Harris & Shengyu Li, 2016. "Government Assistance and Total Factor Productivity: Firm-level Evidence from China, 1998-2007," CEGAP Working Papers 2016_04, Durham University Business School.

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    More about this item

    Keywords

    Labor productivity; Business subsidies; Firm exit; Enterprise policy; Technology policy; D24; J23; L10; L53; O25;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • L10 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - General
    • L53 - Industrial Organization - - Regulation and Industrial Policy - - - Enterprise Policy
    • O25 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Industrial Policy

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