IDEAS home Printed from https://ideas.repec.org/a/kap/jtecht/v50y2025i3d10.1007_s10961-024-10119-0.html
   My bibliography  Save this article

Relationship between R&D subsidies and R&D collaboration in promoting firm innovation

Author

Listed:
  • Huiping Dong

    (University of Science and Technology of China)

  • Yating Guo

    (Hefei University of Technology)

  • Xing Shi

    (Hefei University of Technology)

  • Shaofu Du

    (University of Science and Technology of China)

Abstract

As the innovation process becomes more complex, both R&D subsidies and R&D collaboration have gained importance in recent years. This study aims to reveal the relationship between R&D subsidy and R&D collaboration in promoting firm innovation. Based on the panel data of Chinese listed firms from 2015 to 2020, this study jointly uses the supermodularity test, the matching approach, and the inverse probability weighted regression adjustment (IPWRA) method to address the research question in-depth. Results show that R&D subsidies and R&D collaboration are substitutive in static terms but complementary in dynamic terms. In addition, the robustness tests further prove that the interactive effect of R&D subsidy and R&D collaboration is mainly manifested in firms with stronger absorptive capacity and higher financial constraints. These findings are instructive for firms’ strategic choices under the background of open innovation and have manifold policy implications for stimulating firm innovation.

Suggested Citation

  • Huiping Dong & Yating Guo & Xing Shi & Shaofu Du, 2025. "Relationship between R&D subsidies and R&D collaboration in promoting firm innovation," The Journal of Technology Transfer, Springer, vol. 50(3), pages 995-1015, June.
  • Handle: RePEc:kap:jtecht:v:50:y:2025:i:3:d:10.1007_s10961-024-10119-0
    DOI: 10.1007/s10961-024-10119-0
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10961-024-10119-0
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10961-024-10119-0?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    2. Mohnen, Pierre & Roller, Lars-Hendrik, 2005. "Complementarities in innovation policy," European Economic Review, Elsevier, vol. 49(6), pages 1431-1450, August.
    3. Iain M. Cockburn & Rebecca M. Henderson, 1998. "Absorptive Capacity, Coauthoring Behavior, and the Organization of Research in Drug Discovery," Journal of Industrial Economics, Wiley Blackwell, vol. 46(2), pages 157-182, June.
    4. James Love & Stephen Roper, 2009. "Organizing the Innovation Process: Complementarities in Innovation Networking," Industry and Innovation, Taylor & Francis Journals, vol. 16(3), pages 273-290.
    5. González, Xulia & Pazó, Consuelo, 2008. "Do public subsidies stimulate private R&D spending?," Research Policy, Elsevier, vol. 37(3), pages 371-389, April.
    6. Dirk Czarnitzki & Bernd Ebersberger & Andreas Fier, 2007. "The relationship between R&D collaboration, subsidies and R&D performance: Empirical evidence from Finland and Germany," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(7), pages 1347-1366.
    7. Bruno Cassiman & Giovanni Valentini, 2016. "Open innovation: Are inbound and outbound knowledge flows really complementary?," Strategic Management Journal, Wiley Blackwell, vol. 37(6), pages 1034-1046, June.
    8. Schmiedeberg, Claudia, 2008. "Complementarities of innovation activities: An empirical analysis of the German manufacturing sector," Research Policy, Elsevier, vol. 37(9), pages 1492-1503, October.
    9. Szücs, Florian, 2018. "Research subsidies, industry–university cooperation and innovation," Research Policy, Elsevier, vol. 47(7), pages 1256-1266.
    10. Audretsch, B. David & Belitski, Maksim, 2023. "The limits to open innovation and its impact on innovation performance," Technovation, Elsevier, vol. 119(C).
    11. Santoro, Gabriele & Bresciani, Stefano & Papa, Armando, 2020. "Collaborative modes with Cultural and Creative Industries and innovation performance: The moderating role of heterogeneous sources of knowledge and absorptive capacity," Technovation, Elsevier, vol. 92.
    12. Rosa Bernardini Papalia & Silvia Bertarelli & Susanna Mancinelli, 2018. "Innovation, complementarity, and exporting. Evidence from German manufacturing firms," International Review of Applied Economics, Taylor & Francis Journals, vol. 32(1), pages 3-38, January.
    13. Martin Carree & Boris Lokshin & René Belderbos, 2011. "A note on testing for complementarity and substitutability in the case of multiple practices," Journal of Productivity Analysis, Springer, vol. 35(3), pages 263-269, June.
    14. Wang, Guangping & Dou, Wenyu & Zhu, Weichun & Zhou, Nan, 2015. "The effects of firm capabilities on external collaboration and performance: The moderating role of market turbulence," Journal of Business Research, Elsevier, vol. 68(9), pages 1928-1936.
    15. David B Audretsch & Maksim Belitski, 2022. "The knowledge spillover of innovation [Resource and output trends in the United States since 1870]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 31(6), pages 1329-1357.
    16. Xie, Xuemei & Zou, Hailiang & Qi, Guoyou, 2018. "Knowledge absorptive capacity and innovation performance in high-tech companies: A multi-mediating analysis," Journal of Business Research, Elsevier, vol. 88(C), pages 289-297.
    17. Marino, Marianna & Lhuillery, Stephane & Parrotta, Pierpaolo & Sala, Davide, 2016. "Additionality or crowding-out? An overall evaluation of public R&D subsidy on private R&D expenditure," Research Policy, Elsevier, vol. 45(9), pages 1715-1730.
    18. Paul E. Bierly & Fariborz Damanpour & Michael D. Santoro, 2009. "The Application of External Knowledge: Organizational Conditions for Exploration and Exploitation," Journal of Management Studies, Wiley Blackwell, vol. 46(3), pages 481-509, May.
    19. Zhang, Yi & Liu, Chun & Wang, Ting, 2020. "Direct or indirect? The impact of political connections on export mode of Chinese private enterprises," China Economic Review, Elsevier, vol. 61(C).
    20. Dumont, Michel, 2017. "Assessing the policy mix of public support to business R&D," Research Policy, Elsevier, vol. 46(10), pages 1851-1862.
    21. Audretsch, David B. & Belitski, Maksim & Caiazza, Rosa & Phan, Phillip, 2023. "Collaboration strategies and SME innovation performance," Journal of Business Research, Elsevier, vol. 164(C).
    22. Zhou, Jianghua & Li, Jizhen & Jiao, Hao & Qiu, Hang & Liu, Zixu, 2020. "The more funding the better? The moderating role of knowledge stock on the effects of different government-funded research projects on firm innovation in Chinese cultural and creative industries," Technovation, Elsevier, vol. 92.
    23. Love, James H. & Roper, Stephen & Vahter, Priit, 2014. "Dynamic complementarities in innovation strategies," Research Policy, Elsevier, vol. 43(10), pages 1774-1784.
    24. Brian Cozzarin & Jennifer Percival, 2006. "Complementarities between organisational strategies and innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(3), pages 195-217.
    25. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    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. Love, James H. & Roper, Stephen & Vahter, Priit, 2014. "Dynamic complementarities in innovation strategies," Research Policy, Elsevier, vol. 43(10), pages 1774-1784.
    2. repec:ipg:wpaper:2014-488 is not listed on IDEAS
    3. Blind, Knut & Krieger, Bastian & Pellens, Maikel, 2022. "The interplay between product innovation, publishing, patenting and developing standards," Research Policy, Elsevier, vol. 51(7).
    4. Gilli, Marianna & Mancinelli, Susanna & Mazzanti, Massimiliano, 2014. "Innovation complementarity and environmental productivity effects: Reality or delusion? Evidence from the EU," Ecological Economics, Elsevier, vol. 103(C), pages 56-67.
    5. Li, Yafei & Dong, Xiaoqi & Sun, Jinping, 2024. "R&D project subsidy V.S. government innovation reward: The effectiveness on corporate innovation," China Economic Review, Elsevier, vol. 88(C).
    6. Caroline Mothe & Uyen T. Nguyen-Thi & Phu Nguyen-Van, 2015. "Complementarities in organizational innovation practices: evidence from French industrial firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 24(6), pages 569-595, September.
    7. Rosa Bernardini Papalia & Silvia Bertarelli & Susanna Mancinelli, 2018. "Innovation, complementarity, and exporting. Evidence from German manufacturing firms," International Review of Applied Economics, Taylor & Francis Journals, vol. 32(1), pages 3-38, January.
    8. Caroline Mothe & Uyen T. Nguyen-Thi & Phu Nguyen-Van, 2015. "Assessing complementarity in organizational innovations for technological innovation: the role of knowledge management practices," Applied Economics, Taylor & Francis Journals, vol. 47(29), pages 3040-3058, June.
    9. Thomas H. W. Ziesemer, 2021. "The Effects of R&D Subsidies and Publicly Performed R&D on Business R&D: A Survey," Hacienda Pública Española / Review of Public Economics, IEF, vol. 236(1), pages 171-205, March.
    10. Resende, Marcelo & Strube, Eduardo & Zeidan, Rodrigo, 2014. "Complementarity of innovation policies in Brazilian industry: An econometric study," International Journal of Production Economics, Elsevier, vol. 158(C), pages 9-17.
    11. Caroline Mothe & Uyen T. Nguyen-Thi & Phu Nguyen-Van, 2014. "Are organizational innovation practices complements or substitutes for technological innovation performance?," Working Papers of BETA 2014-12, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    12. James Love & Stephen Roper & Priit Vahter, 2013. "Paradigm Shift or Business as Usual? Dynamic Complementarities in Innovation Strategies," Research Papers 0006, Enterprise Research Centre.
    13. Audretsch, David B. & Belitski, Maksim, 2024. "Knowledge collaboration, firm productivity and innovation: A critical assessment," Journal of Business Research, Elsevier, vol. 172(C).
    14. Martin Carree & Boris Lokshin & René Belderbos, 2011. "A note on testing for complementarity and substitutability in the case of multiple practices," Journal of Productivity Analysis, Springer, vol. 35(3), pages 263-269, June.
    15. Dolores Añón Higón & Juan A. Máñez & Juan A. Sanchis-Llopis, 2018. "Intramural and external R&D: evidence for complementarity or substitutability," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(2), pages 555-577, August.
    16. Haus-Reve, Silje & Fitjar, Rune Dahl & Rodríguez-Pose, Andrés, 2019. "Does combining different types of collaboration always benefit firms? Collaboration, complementarity and product innovation in Norway," Research Policy, Elsevier, vol. 48(6), pages 1476-1486.
    17. Rodríguez-Pose, Andrés & Haus-Reve, Silje & Fitjar, Rune, 2019. "Does combining different types of collaboration always benefit firms? Collaboration, complementarity and product innovation in," CEPR Discussion Papers 13622, C.E.P.R. Discussion Papers.
    18. David B. Audretsch & Maksim Belitski & Farzana Chowdhury, 2024. "Knowledge investment and search for innovation: evidence from the UK firms," The Journal of Technology Transfer, Springer, vol. 49(4), pages 1387-1410, August.
    19. Maria Garcia-Vega & Elena Huergo, 2019. "Asymmetric additionalities between R&D outsourcing locations," Discussion Papers 2019-08, University of Nottingham, GEP.
    20. Angelidou, Sofia & Mount, Matthew & Pandza, Krsto, 2022. "Exploring the asymmetric complementarity between external knowledge search and management innovation," Technovation, Elsevier, vol. 115(C).
    21. Caroline Mothe & Thu Nguyen Nguyen Thi & Phu Nguyen-Van, 2015. "Complementarities in organizational innovation practices: evidence from French industrial firms Complementarities in organizational innovation practices: evidence from French industrial firms," Post-Print hal-01293802, HAL.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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:kap:jtecht:v:50:y:2025:i:3:d:10.1007_s10961-024-10119-0. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.