IDEAS home Printed from https://ideas.repec.org/p/mde/wpaper/0176.html
   My bibliography  Save this paper

Employment versus Efficiency: Which Firms Should R&D Tax Credits Target?

Author

Listed:
  • Anna Bernard
  • Rahim Lila
  • Joana Silva

    (Católica School of Business and Economics, Universidade Católica Portuguesa
    Charles Rivers Associate
    Católica School of Business and Economics, Universidade Católica Portuguesa)

Abstract

R&D tax credits, by stimulating private sector innovation, can play a key role in promoting employment and firm performance. This paper examines the program impact on the trajectory of firms in terms of technology adoption, firm performance and workforce composition, and the extent to which it depends on the size of the targeted firms. It uses rich longitudinal micro-data on innovation, firms and their workers. Combining matching with a staggered adoption differences-in-differences, we show that tax credits increase investment in R&D-related activities while funds are being received, but not thereafter. Productivity and efficiency (but not employment) increase in large firms. These effects are driven by structural changes, both in terms of the increased share of skilled individuals within the firm (keeping the overall employment level constant) and enhanced technological adoption. In contrast, small firms mostly respond by increasing employment and production scale. Our results suggest that an important trade-off: R&D tax credit programs that target large firms are likely to lead to efficiency and productivity gains, but limited effects on employment of supported firms. In contrast, R&D tax credit programs that mostly benefit small firms may lead to employment gains in supported firms, but limited effects on structural changes in productivity and efficiency.

Suggested Citation

  • Anna Bernard & Rahim Lila & Joana Silva, 2023. "Employment versus Efficiency: Which Firms Should R&D Tax Credits Target?," GEE Papers 0176, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jul 2023.
  • Handle: RePEc:mde:wpaper:0176
    as

    Download full text from publisher

    File URL: https://www.gee.gov.pt//RePEc/WorkingPapers/GEE_PAPERS_176.pdf
    File Function: First version, 2023
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jessica Mitchell & Giuseppina Testa & Miguel Sanchez Martinez & Paul N Cunningham & Katarzyna Szkuta, 2020. "Tax incentives for R&D: supporting innovative scale-ups?," Research Evaluation, Oxford University Press, vol. 29(2), pages 121-134.
    2. Esther Ann Bøler & Andreas Moxnes & Karen Helene Ulltveit-Moe, 2015. "R&D, International Sourcing, and the Joint Impact on Firm Performance," American Economic Review, American Economic Association, vol. 105(12), pages 3704-3739, December.
    3. Bastos, Paulo & Monteiro, Natália P. & Straume, Odd Rune, 2018. "Foreign acquisition and internal organization," Journal of International Economics, Elsevier, vol. 114(C), pages 143-163.
    4. Phillip Toner, 2011. "Workforce Skills and Innovation: An Overview of Major Themes in the Literature," OECD Education Working Papers 55, OECD Publishing.
    5. Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens, 2004. "Implementing matching estimators for average treatment effects in Stata," Stata Journal, StataCorp LP, vol. 4(3), pages 290-311, September.
    6. Peters, Bettina, 2004. "Employment Effects of Different Innovation Activities: Microeconometric Evidence," ZEW Discussion Papers 04-73, ZEW - Leibniz Centre for European Economic Research.
    7. David Card & John E. DiNardo, 2002. "Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
    8. Pinelopi Koujianou Goldberg & Amit Kumar Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Imported Intermediate Inputs and Domestic Product Growth: Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1727-1767.
    9. Rita Bessone Basto & Ana Martins & Guida Nogueira, 2021. "The Impact of R&D tax incentives in Portugal," GEE Papers 0158, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jan 2021.
    10. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    11. Phillip Toner, 2011. "Workforce Skills and Innovation: An Overview of Major Themes in the Literature," OECD Science, Technology and Industry Working Papers 2011/1, OECD Publishing.
    12. King, Gary & Nielsen, Richard, 2019. "Why Propensity Scores Should Not Be Used for Matching," Political Analysis, Cambridge University Press, vol. 27(4), pages 435-454, October.
    13. Daron Acemoglu, 2003. "Patterns of Skill Premia," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 199-230.
    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. Florian Gunsilius & Yuliang Xu, 2021. "Matching for causal effects via multimarginal unbalanced optimal transport," Papers 2112.04398, arXiv.org, revised Jul 2022.
    2. Gregory N, Price & Bussey, Tiffany, 2024. "Can business clinics induce minority entrepreneurship? Treatment effect estimates from Atlanta and New Orleans," Journal of Business Venturing Insights, Elsevier, vol. 21(C).
    3. Stiebale, Joel & Vencappa, Dev, 2022. "Import competition and vertical integration: Evidence from India," Journal of Development Economics, Elsevier, vol. 155(C).
    4. Gregory N. Price & Chris W. Surprenant, 2022. "The Treatment Effect of Business Education on the Supply of High School Entrepreneurs in Atlanta and New Orleans," The American Economist, Sage Publications, vol. 67(1), pages 85-98, March.
    5. Seonho Shin, 2022. "Evaluating the Effect of the Matching Grant Program for Refugees: An Observational Study Using Matching, Weighting, and the Mantel-Haenszel Test," Journal of Labor Research, Springer, vol. 43(1), pages 103-133, March.
    6. Dridi, Ichrak & Boughrara, Adel, 2023. "Flexible inflation targeting and stock market volatility: Evidence from emerging market economies," Economic Modelling, Elsevier, vol. 126(C).
    7. G. Miller & Yuriy Pylypchuk, 2014. "Marital Status, Spousal Characteristics, and the Use of Preventive Care," Journal of Family and Economic Issues, Springer, vol. 35(3), pages 323-338, September.
    8. Laura-Diana Radu, 2012. "Technological Innovation Management and its Role in Performance of Organizations," Acta Universitatis Danubius. OEconomica, Danubius University of Galati, issue 5(5), pages 95-103, October.
    9. Grau, Nicolas & Hojman, Daniel & Mizala, Alejandra, 2018. "School closure and educational attainment: Evidence from a market-based system," Economics of Education Review, Elsevier, vol. 65(C), pages 1-17.
    10. Horbach, Jens & Rammer, Christian, 2020. "Labor shortage and innovation," ZEW Discussion Papers 20-009, ZEW - Leibniz Centre for European Economic Research.
    11. Gillespie, Jeffrey & Nehring, Richard, 2014. "Pasture-Based versus Conventional Milk Production: Where Is the Profit?," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 46(4), pages 543-558, November.
    12. Sascha O. Becker & Marco Caliendo, 2007. "Sensitivity analysis for average treatment effects," Stata Journal, StataCorp LP, vol. 7(1), pages 71-83, February.
    13. Verdugo, G. & Fraisse, H. & Horny, G., 2012. "Changes In Wage Inequality In France: The Impact Of Composition Effects (in French)," Working papers 370, Banque de France.
    14. Julien Gourdon, 2011. "Wage inequality in developing countries: South–South trade matters," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 58(4), pages 359-383, December.
    15. Fatema, Naureen, 2019. "Can land title reduce low-intensity interhousehold conflict incidences and associated damages in eastern DRC?," World Development, Elsevier, vol. 123(C), pages 1-1.
    16. Loris Guery & Anne Stevenot & Geoffrey T. Wood & Chris Brewster, 2017. "The Impact of Private Equity on Employment: The Consequences of Fund Country of Origin—New Evidence from France," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 56(4), pages 723-750, October.
    17. Card, David E. & De la Rica Goiricelaya, Sara, 2004. "The effect of firm-level contracts on the structure of wages: evidence from matched employer-employee data," DFAEII Working Papers 1988-088X, University of the Basque Country - Department of Foundations of Economic Analysis II.
    18. Wagstaff, Adam & Yu, Shengchao, 2007. "Do health sector reforms have their intended impacts?: The World Bank's Health VIII project in Gansu province, China," Journal of Health Economics, Elsevier, vol. 26(3), pages 505-535, May.
    19. Anne Stevenot & Loris Guery & Geoffrey Wood & Chris Brewster, 2018. "Country of Origin Effects and New Financial Actors: Private Equity Investment and Work and Employment Practices of French Firms," British Journal of Industrial Relations, London School of Economics, vol. 56(4), pages 859-881, December.
    20. Soriano, Franklin A. & Villano, Renato A. & Fleming, Euan M. & Battese, George E., 2018. "What’s driving innovation in small businesses in Australia? The case of the food industry," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 63(1), October.

    More about this item

    Keywords

    R&D tax credits; Innovation; SIFIDE; Matching; Differences-in-Differences;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • H25 - Public Economics - - Taxation, Subsidies, and Revenue - - - Business Taxes and Subsidies

    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:mde:wpaper:0176. 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: Joana Almodovar (email available below). General contact details of provider: https://edirc.repec.org/data/geegvpt.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.