IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v74y2025ics1544612324017513.html
   My bibliography  Save this article

Unraveling the impact of R&D investment on corporate growth: Empirical insights on intensity- and growth rate-based differences

Author

Listed:
  • Morina, Drini
  • Lucas, Henning
  • Heiden, Stefanie

Abstract

This paper examines intensity- and speed-based differences in the short-term relationship between R&D investment and corporate growth of over 2,000 high-tech firms from 2000 to 2020 using semiparametric quantile models. Although R&D investment is often assumed to be a candidate supporting the recovery of declining firms, a positive impact has yet only been revealed for high-growth firms. This study finds that this effect is only positive at high intensities, roughly above a 50 % R&D-to-sales ratio, and that the threshold is higher for declining firms, at about 130 %. These findings contribute to the understanding of the relationship and are valuable for managers as they consider R&D investments to enhance corporate growth.

Suggested Citation

  • Morina, Drini & Lucas, Henning & Heiden, Stefanie, 2025. "Unraveling the impact of R&D investment on corporate growth: Empirical insights on intensity- and growth rate-based differences," Finance Research Letters, Elsevier, vol. 74(C).
  • Handle: RePEc:eee:finlet:v:74:y:2025:i:c:s1544612324017513
    DOI: 10.1016/j.frl.2024.106722
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1544612324017513
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.frl.2024.106722?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Alex Coad & Agustí Segarra-Blasco & Mercedes Teruel, 2021. "A bit of basic, a bit of applied? R&D strategies and firm performance," The Journal of Technology Transfer, Springer, vol. 46(6), pages 1758-1783, December.
    2. Alex Coad & Sven-Olov Daunfeldt & Daniel Halvarsson, 2018. "Bursting into life: firm growth and growth persistence by age," Small Business Economics, Springer, vol. 50(1), pages 55-75, January.
    3. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    4. Guillermo Briseño Sanchez & Maike Hohberg & Andreas Groll & Thomas Kneib, 2020. "Flexible instrumental variable distributional regression," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1553-1574, October.
    5. Lee, Chang-Yang, 2010. "A theory of firm growth: Learning capability, knowledge threshold, and patterns of growth," Research Policy, Elsevier, vol. 39(2), pages 278-289, March.
    6. Giulio Bottazzi & Angelo Secchi, 2003. "Common Properties and Sectoral Specificities in the Dynamics of U.S. Manufacturing Companies," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 23(3_4), pages 217-232, December.
    7. Stefano Bianchini & Gabriele Pellegrino & Federico Tamagni, 2018. "Innovation complementarities and firm growth," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(4), pages 657-676.
    8. van Witteloostuijn, Arjen & Kolkman, Daan, 2019. "Is firm growth random? A machine learning perspective," Journal of Business Venturing Insights, Elsevier, vol. 11(C), pages 1-1.
    9. Simon N. Wood, 2013. "On p-values for smooth components of an extended generalized additive model," Biometrika, Biometrika Trust, vol. 100(1), pages 221-228.
    10. Pelin Demirel & Mariana Mazzucato, 2012. "Innovation and Firm Growth: Is R&D Worth It?," Industry and Innovation, Taylor & Francis Journals, vol. 19(1), pages 45-62, January.
    11. Coad, Alex & Rao, Rekha, 2008. "Innovation and firm growth in high-tech sectors: A quantile regression approach," Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
    12. Daniele Moschella & Federico Tamagni & Xiaodan Yu, 2019. "Persistent high-growth firms in China’s manufacturing," Small Business Economics, Springer, vol. 52(3), pages 573-594, March.
    13. Werner Hölzl, 2009. "Is the R&D behaviour of fast-growing SMEs different? Evidence from CIS III data for 16 countries," Small Business Economics, Springer, vol. 33(1), pages 59-75, June.
    14. Lev, Baruch & Sougiannis, Theodore, 1996. "The capitalization, amortization, and value-relevance of R&D," Journal of Accounting and Economics, Elsevier, vol. 21(1), pages 107-138, February.
    15. Del Monte, Alfredo & Papagni, Erasmo, 2003. "R&D and the growth of firms: empirical analysis of a panel of Italian firms," Research Policy, Elsevier, vol. 32(6), pages 1003-1014, June.
    16. Vincent Sterk & Petr Sedláček & Benjamin Pugsley, 2021. "The Nature of Firm Growth," American Economic Review, American Economic Association, vol. 111(2), pages 547-579, February.
    17. Kaiser, Ulrich, 2009. "Patents and profit rates," Economics Letters, Elsevier, vol. 104(2), pages 79-80, August.
    18. Simon N. Wood, 2003. "Thin plate regression splines," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 65(1), pages 95-114, February.
    19. Guarascio, Dario & Tamagni, Federico, 2019. "Persistence of innovation and patterns of firm growth," Research Policy, Elsevier, vol. 48(6), pages 1493-1512.
    20. Mark S. Freel, 2000. "Towards An Evolutionary Theory Of Small Firm Growth," Journal of Enterprising Culture (JEC), World Scientific Publishing Co. Pte. Ltd., vol. 8(04), pages 321-342.
    21. Coad, Alex & Karlsson, Johan, 2022. "A field guide for gazelle hunters: Small, old firms are unlikely to become high-growth firms," Journal of Business Venturing Insights, Elsevier, vol. 17(C).
    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. SooGeun Ahn & Jeewhan Yoon & YoungJun Kim, 2018. "The innovation activities of small and medium-sized enterprises and their growth: quantile regression analysis and structural equation modeling," The Journal of Technology Transfer, Springer, vol. 43(2), pages 316-342, April.
    2. Guarascio, Dario & Tamagni, Federico, 2019. "Persistence of innovation and patterns of firm growth," Research Policy, Elsevier, vol. 48(6), pages 1493-1512.
    3. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2016. "Innovation and firm growth: Does firm age play a role?," Research Policy, Elsevier, vol. 45(2), pages 387-400.
    4. Krafft Jackie & Quatraro Francesco & Colombelli Alessandra, 2011. "High Growth Firms and Technological Knowledge: Do gazelles follow exploration or exploitation strategies?," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 201114, University of Turin.
    5. Silviano Esteve-Pérez & Fabio Pieri & Diego Rodriguez, 2022. "One swallow does not make a summer: episodes and persistence in high growth," Small Business Economics, Springer, vol. 58(3), pages 1517-1544, March.
    6. Diego F. Grijalva & Valeria Ayala & Pa�l A. Ponce & Yelitza Pont�n, 2018. "Does firm innovation lead to high growth? Evidence from Ecuadorian firms," Revista Cuadernos de Economia, Universidad Nacional de Colombia, FCE, CID, vol. 37(75), pages 697-726.
    7. Alex Coad & Nanditha Mathew & Emanuele Pugliese, 2017. "What's good for the goose ain't good for the gander: cock-eyed counterfactuals and the performance effects of R&D," LEM Papers Series 2017/21, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    8. Martin Falk, 2012. "Quantile estimates of the impact of R&D intensity on firm performance," Small Business Economics, Springer, vol. 39(1), pages 19-37, July.
    9. A. Arrighetti & L. Cattani & F. Landini & A. Lasagni, 2019. "Work Flexibility and Firm Growth," Economics Department Working Papers 2019-EP04, Department of Economics, Parma University (Italy).
    10. Canarella, Giorgio & Miller, Stephen M., 2018. "The determinants of growth in the U.S. information and communication technology (ICT) industry: A firm-level analysis," Economic Modelling, Elsevier, vol. 70(C), pages 259-271.
    11. Mariana Mazzucato & Stuart Parris, 2015. "High-growth firms in changing competitive environments: the US pharmaceutical industry (1963 to 2002)," Small Business Economics, Springer, vol. 44(1), pages 145-170, January.
    12. Rabinovich, Joel, 2023. "Tangible and intangible investments and sales growth of US firms," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 200-212.
    13. Joel Rabinovich, 2022. "The evolving contribution of R&D, advertising and capital expenditures for US-listed firms’ growth in sales, 1979-2018. A quantile regression analysis," Working Papers hal-03539656, HAL.
    14. Nunes, Paulo Maçãs & Serrasqueiro, Zélia & Leitão, João, 2012. "Is there a linear relationship between R&D intensity and growth? Empirical evidence of non-high-tech vs. high-tech SMEs," Research Policy, Elsevier, vol. 41(1), pages 36-53.
    15. García-Manjón, Juan V. & Romero-Merino, M. Elena, 2012. "Research, development, and firm growth. Empirical evidence from European top R&D spending firms," Research Policy, Elsevier, vol. 41(6), pages 1084-1092.
    16. Grillitsch, Markus & Schubert, Torben & Srholec, Martin, 2019. "Knowledge base combinations and firm growth," Research Policy, Elsevier, vol. 48(1), pages 234-247.
    17. Hyunseog Chung & Soomin Eum & Chulung Lee, 2019. "Firm Growth and R&D in the Korean Pharmaceutical Industry," Sustainability, MDPI, vol. 11(10), pages 1-19, May.
    18. Bianchini, Stefano & Pellegrino, Gabriele, 2019. "Innovation persistence and employment dynamics," Research Policy, Elsevier, vol. 48(5), pages 1171-1186.
    19. Başak Dalgıç & Burcu Fazlıoğlu, 2021. "Innovation and firm growth: Turkish manufacturing and services SMEs," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(3), pages 395-419, September.
    20. Alessandra Colombelli & Jackie Krafft & Francesco Quatraro, 2015. "Eco-innovation and Firm Growth: Do Green Gazelles Run Faster? Microeconometric Evidence from a Sample of European Firms. WWWforEurope Working Paper No. 88," WIFO Studies, WIFO, number 57897, June.

    More about this item

    Keywords

    R&D effects; Corporate growth; Semiparametric quantile regression;
    All these keywords.

    JEL classification:

    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

    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:finlet:v:74:y:2025:i:c:s1544612324017513. 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/frl .

    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.