IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v103y2021ics0264999321001905.html
   My bibliography  Save this article

External R&D and product innovation: Is over-outsourcing an issue?

Author

Listed:
  • Carboni, Oliviero A.
  • Medda, Giuseppe

Abstract

The acquisition of external R&D positively affects the creation of innovative products; however, as external R&D intensity and complexity increase, firms may face higher costs of coordination and control. Recent literature has found evidence of the R&D over-outsourcing problem analyzing single-country small samples of firms. Moreover, most research has overlooked the endogeneity problems that can arise with firms' decisions on R&D. We investigate the external R&D–product innovation association, controlling for different types of research sources in a large collection of firms in five European countries. We find that external R&D enhances innovation outcomes until a certain threshold; beyond this threshold, firms face over-outsourcing. Furthermore, R&D acquired from universities shows to be most effective in promoting product innovations, whereas R&D acquired from firms within the same group has a larger effect on the intensity of innovative product sales.

Suggested Citation

  • Carboni, Oliviero A. & Medda, Giuseppe, 2021. "External R&D and product innovation: Is over-outsourcing an issue?," Economic Modelling, Elsevier, vol. 103(C).
  • Handle: RePEc:eee:ecmode:v:103:y:2021:i:c:s0264999321001905
    DOI: 10.1016/j.econmod.2021.105601
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999321001905
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2021.105601?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. Birgit Aschhoff & Tobias Schmidt, 2008. "Empirical Evidence on the Success of R&D Cooperation—Happy Together?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 33(1), pages 41-62, August.
    2. Giuseppe Medda & Claudio Piga, 2014. "Technological spillovers and productivity in Italian manufacturing firms," Journal of Productivity Analysis, Springer, vol. 41(3), pages 419-434, June.
    3. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    4. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 69-85, Fall.
    5. Abdoh, Hussein & Liu, Yu, 2021. "Does R&D intensity matter in the executive risk incentives and firm risk relationship?," Economic Modelling, Elsevier, vol. 96(C), pages 13-24.
    6. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
    7. David Aristei & Michela Vecchi & Francesco Venturini, 2016. "University and inter-firm R&D collaborations: propensity and intensity of cooperation in Europe," The Journal of Technology Transfer, Springer, vol. 41(4), pages 841-871, August.
    8. Christoph Grimpe & Ulrich Kaiser, 2010. "Balancing Internal and External Knowledge Acquisition: The Gains and Pains from R&D Outsourcing," Journal of Management Studies, Wiley Blackwell, vol. 47(8), pages 1483-1509, December.
    9. Veugelers, Reinhilde & Cassiman, Bruno, 1999. "Make and buy in innovation strategies: evidence from Belgian manufacturing firms," Research Policy, Elsevier, vol. 28(1), pages 63-80, January.
    10. Nemlioglu, Ilayda & Mallick, Sushanta K., 2020. "Do innovation-intensive firms mitigate their valuation uncertainty during bad times?," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 913-940.
    11. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    12. García-Vega, María & Vicente-Chirivella, Óscar, 2020. "Do university technology transfers increase firms’ innovation?," European Economic Review, Elsevier, vol. 123(C).
    13. Hagedoorn, John & Wang, Ning, 2012. "Is there complementarity or substitutability between internal and external R&D strategies?," Research Policy, Elsevier, vol. 41(6), pages 1072-1083.
    14. Hall, Bronwyn H. & Mairesse, Jacques & Mohnen, Pierre, 2010. "Measuring the Returns to R&D," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1033-1082, Elsevier.
    15. Carlo Altomonte & Tommaso Aquilante, 2012. "The EU-EFIGE/Bruegel-Unicredit dataset," Working Papers 753, Bruegel.
    16. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U‐Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, February.
    17. Thakur-Wernz, Pooja & Bruyaka, Olga & Contractor, Farok, 2020. "Antecedents and relative performance of sourcing choices for new product development projects," Technovation, Elsevier, vol. 90.
    18. Sergey Lychagin & Joris Pinkse & Margaret E. Slade & John Van Reenen, 2016. "Spillovers in Space: Does Geography Matter?," Journal of Industrial Economics, Wiley Blackwell, vol. 64(2), pages 295-335, June.
    19. Sebastian Kobarg & Jutta Stumpf-Wollersheim & Isabell M. Welpe, 2018. "University-industry collaborations and product innovation performance: the moderating effects of absorptive capacity and innovation competencies," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1696-1724, December.
    20. Bengoa, Marta & Román, Valeriano Martínez-San & Pérez, Patricio, 2017. "Do R&D activities matter for productivity? A regional spatial approach assessing the role of human and social capital," Economic Modelling, Elsevier, vol. 60(C), pages 448-461.
    21. Kobarg, Sebastian & Stumpf-Wollersheim, Jutta & Welpe, Isabell M., 2019. "More is not always better: Effects of collaboration breadth and depth on radical and incremental innovation performance at the project level," Research Policy, Elsevier, vol. 48(1), pages 1-10.
    22. Alex Coad, 2018. "Firm age: a survey," Journal of Evolutionary Economics, Springer, vol. 28(1), pages 13-43, January.
    23. Richard F. J. Haans & Constant Pieters & Zi-Lin He, 2016. "Thinking about U: Theorizing and testing U- and inverted U-shaped relationships in strategy research," Strategic Management Journal, Wiley Blackwell, vol. 37(7), pages 1177-1195, July.
    24. Jens Horbach & Vanessa Oltra & Jean Belin, 2013. "Determinants and Specificities of Eco-Innovations Compared to Other Innovations--An Econometric Analysis for the French and German Industry Based on the Community Innovation Survey-super-1," Industry and Innovation, Taylor & Francis Journals, vol. 20(6), pages 523-543, August.
    25. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
    26. Bronwyn H. Hall & Albert N. Link & John T. Scott, 2003. "Universities as Research Partners," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 485-491, May.
    27. repec:fth:prinin:455 is not listed on IDEAS
    28. Audretsch, David B. & Belitski, Maksim, 2020. "The role of R&D and knowledge spillovers in innovation and productivity," European Economic Review, Elsevier, vol. 123(C).
    29. Donald Siegel & Charles Wessner, 2012. "Universities and the success of entrepreneurial ventures: evidence from the small business innovation research program," The Journal of Technology Transfer, Springer, vol. 37(4), pages 404-415, August.
    30. Bruno Cassiman & Reinhilde Veugelers, 2002. "R&D Cooperation and Spillovers: Some Empirical Evidence from Belgium," American Economic Review, American Economic Association, vol. 92(4), pages 1169-1184, September.
    31. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    32. Vanessa Prieto‐Sandoval & Carmen Jaca & Javier Santos & Rupert J. Baumgartner & Marta Ormazabal, 2019. "Key strategies, resources, and capabilities for implementing circular economy in industrial small and medium enterprises," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(6), pages 1473-1484, November.
    33. Natarajan Balasubramanian & Jeongsik Lee, 2008. "Firm age and innovation," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(5), pages 1019-1047, October.
    34. Marco Cucculelli, 2018. "Firm age and the probability of product innovation. Do CEO tenure and product tenure matter?," Journal of Evolutionary Economics, Springer, vol. 28(1), pages 153-179, January.
    35. repec:bla:jomstd:v:47:y:2010:i:s2:p:1483-1509 is not listed on IDEAS
    36. Maietta, Ornella Wanda, 2015. "Determinants of university–firm R&D collaboration and its impact on innovation: A perspective from a low-tech industry," Research Policy, Elsevier, vol. 44(7), pages 1341-1359.
    37. Coad, Alex, 2019. "Persistent heterogeneity of R&D intensities within sectors: Evidence and policy implications," Research Policy, Elsevier, vol. 48(1), pages 37-50.
    38. Carmen Weigelt, 2009. "The impact of outsourcing new technologies on integrative capabilities and performance," Strategic Management Journal, Wiley Blackwell, vol. 30(6), pages 595-616, June.
    39. González-Moreno, Ángela & Triguero, Ángela & Sáez-Martínez, Francisco José, 2019. "Many or trusted partners for eco-innovation? The influence of breadth and depth of firms' knowledge network in the food sector," Technological Forecasting and Social Change, Elsevier, vol. 147(C), pages 51-62.
    40. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    41. Aija Leiponen & Constance E. Helfat, 2010. "Innovation objectives, knowledge sources, and the benefits of breadth," Strategic Management Journal, Wiley Blackwell, vol. 31(2), pages 224-236, February.
    42. Greco, Marco & Grimaldi, Michele & Cricelli, Livio, 2016. "An analysis of the open innovation effect on firm performance," European Management Journal, Elsevier, vol. 34(5), pages 501-516.
    43. Berchicci, Luca, 2013. "Towards an open R&D system: Internal R&D investment, external knowledge acquisition and innovative performance," Research Policy, Elsevier, vol. 42(1), pages 117-127.
    44. Bronwyn H. Hall & Pietro Moncada-Paternò-Castello & Sandro Montresor & Antonio Vezzani, 2016. "Financing constraints, R&D investments and innovative performances: new empirical evidence at the firm level for Europe," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(3), pages 183-196, April.
    45. Joshua Angrist & Alan Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
    46. Un, C. Annique & Rodríguez, Alicia, 2018. "Learning from R&D outsourcing vs. learning by R&D outsourcing," Technovation, Elsevier, vol. 72, pages 24-33.
    47. de Leeuw, Tim & Lokshin, Boris & Duysters, Geert, 2014. "Returns to alliance portfolio diversity: The relative effects of partner diversity on firm's innovative performance and productivity," Journal of Business Research, Elsevier, vol. 67(9), pages 1839-1849.
    48. Brem, Alexander & Radziwon, Agnieszka, 2017. "Efficient Triple Helix collaboration fostering local niche innovation projects – A case from Denmark," Technological Forecasting and Social Change, Elsevier, vol. 123(C), pages 130-141.
    49. Shi, Xing & Wu, Yanrui & Fu, Dahai, 2020. "Does University-Industry collaboration improve innovation efficiency? Evidence from Chinese Firms⋄," Economic Modelling, Elsevier, vol. 86(C), pages 39-53.
    50. García-Quevedo, José & Pellegrino, Gabriele & Vivarelli, Marco, 2014. "R&D drivers and age: Are young firms different?," Research Policy, Elsevier, vol. 43(9), pages 1544-1556.
    51. Hu, Yong & Fisher-Vanden, Karen & Su, Baozhong, 2020. "Technological spillover through industrial and regional linkages: Firm-level evidence from China," Economic Modelling, Elsevier, vol. 89(C), pages 523-545.
    52. Ilayda Nemlioglu & Sushanta K. Mallick, 2017. "Do Managerial Practices Matter in Innovation and Firm Performance Relations? New Evidence from the UK," European Financial Management, European Financial Management Association, vol. 23(5), pages 1016-1061, October.
    53. Lorenzo Cappellari & Stephen P. Jenkins, 2003. "Multivariate probit regression using simulated maximum likelihood," Stata Journal, StataCorp LP, vol. 3(3), pages 278-294, September.
    54. Kou, Mingting & Yang, Yuanqi & Chen, Kaihua, 2020. "The impact of external R&D financing on innovation process from a supply-demand perspective," Economic Modelling, Elsevier, vol. 92(C), pages 375-387.
    55. Kuo-Feng Huang & Chwo-Ming Yu, 2011. "The effect of competitive and non-competitive R&D collaboration on firm innovation," The Journal of Technology Transfer, Springer, vol. 36(4), pages 383-403, August.
    56. Oliviero A. Carboni & Giuseppe Medda, 2021. "Innovative activities and investment decision: evidence from European firms," The Journal of Technology Transfer, Springer, vol. 46(1), pages 172-196, February.
    57. Popp, David, 2017. "From science to technology: The value of knowledge from different energy research institutions," Research Policy, Elsevier, vol. 46(9), pages 1580-1594.
    58. Giuseppe Medda, 2020. "External R&D, product and process innovation in European manufacturing companies," The Journal of Technology Transfer, Springer, vol. 45(1), pages 339-369, February.
    59. Enrico Guzzini & Donato Iacobucci, 2014. "Business Group Affiliation and R&D," Industry and Innovation, Taylor & Francis Journals, vol. 21(1), pages 20-42, January.
    60. Bruno Cassiman & Elena Golovko, 2011. "Innovation and internationalization through exports," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 42(1), pages 56-75, January.
    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. Maciej Zastempowski & Szymon Cyfert, 2022. "The role of strategic innovation activities in creating Spanish agriculture companies' innovativeness," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 68(6), pages 230-238.
    2. Eduardo Augusto Machado & Luiz Felipe Scavarda & Rodrigo Goyannes Gusmão Caiado & Renan Silva Santos, 2024. "Industry 4.0 and Sustainability Integration in the Supply Chains of Micro, Small, and Medium Enterprises through People, Process, and Technology within the Triple Bottom Line Perspective," Sustainability, MDPI, vol. 16(3), pages 1-26, January.
    3. Ahmad, Najid & Youjin, Liu & Žiković, Saša & Belyaeva, Zhanna, 2023. "The effects of technological innovation on sustainable development and environmental degradation: Evidence from China," Technology in Society, Elsevier, vol. 72(C).

    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. G Medda & OA Carboni, 2019. "External R&D Acquisition and Product Innovation," Working Paper CRENoS 201906, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    2. Giuseppe Medda, 2020. "External R&D, product and process innovation in European manufacturing companies," The Journal of Technology Transfer, Springer, vol. 45(1), pages 339-369, February.
    3. Asimakopoulos, Grigorios & Revilla, Antonio & Rodríguez, Alicia, 2023. "International R&D sourcing, innovation and firm age: The advantage of ‘born-international sourcers’," Technovation, Elsevier, vol. 122(C).
    4. Francesco Aiello & Paola Cardamone & Lidia Mannarino & Valeria Pupo, 2021. "Does external R&D matter for family firm innovation? Evidence from the Italian manufacturing industry," Small Business Economics, Springer, vol. 57(4), pages 1915-1930, December.
    5. Caloghirou, Yannis & Giotopoulos, Ioannis & Kontolaimou, Alexandra & Korra, Efthymia & Tsakanikas, Aggelos, 2021. "Industry-university knowledge flows and product innovation: How do knowledge stocks and crisis matter?," Research Policy, Elsevier, vol. 50(3).
    6. Dragana Radicic & David Douglas & Geoff Pugh & Ian Jackson, 2019. "Cooperation For Innovation And Its Impact On Technological And Non-Technological Innovations: Empirical Evidence For European Smes In Traditional Manufacturing Industries," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(05), pages 1-41, June.
    7. Anu Wadhwa & Isabel Maria Bodas Freitas & M. B. Sarkar, 2017. "The Paradox of Openness and Value Protection Strategies: Effect of Extramural R&D on Innovative Performance," Organization Science, INFORMS, vol. 28(5), pages 873-896, October.
    8. Audretsch, David B. & Belitski, Maksim, 2020. "The role of R&D and knowledge spillovers in innovation and productivity," European Economic Review, Elsevier, vol. 123(C).
    9. Gómez, Jaime & Salazar, Idana & Vargas, Pilar, 2020. "The Role Of Extramural R&D And Scientific Knowledge In Creating High Novelty Innovations: An Examination Of Manufacturing And Service Firms In Spain," Research Policy, Elsevier, vol. 49(8).
    10. 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.
    11. Fernando Muñoz-Bullón & Maria J. Sanchez-Bueno & Alfredo De Massis, 2020. "Combining Internal and External R&D: The Effects on Innovation Performance in Family and Nonfamily Firms," Entrepreneurship Theory and Practice, , vol. 44(5), pages 996-1031, September.
    12. Enrique Acebo & José‐Ángel Miguel‐Dávila & Mariano Nieto, 2021. "External stakeholder engagement: Complementary and substitutive effects on firms' eco‐innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 30(5), pages 2671-2687, July.
    13. Markus Eberhardt & Christian Helmers & Hubert Strauss, 2013. "Do Spillovers Matter When Estimating Private Returns to R&D?," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 436-448, May.
    14. Crespi, Gustavo & Criscuolo, Chiara & Haskel, Jonathan E. & Slaughter, Matthew, 2007. "Productivity growth, knowledge flows and spillovers," LSE Research Online Documents on Economics 19735, London School of Economics and Political Science, LSE Library.
    15. Andries, Petra & Hünermund, Paul, 2014. "Staging innovation projects: (when) does it pay off?," ZEW Discussion Papers 14-091, ZEW - Leibniz Centre for European Economic Research.
    16. Duong, Phuong-Anh Nguyen & Voordeckers, Wim & Huybrechts, Jolien & Lambrechts, Frank, 2022. "On external knowledge sources and innovation performance: Family versus non-family firms," Technovation, Elsevier, vol. 114(C).
    17. Thompson, Mark James & Woerter, Martin, 2020. "Competition and invention quality: Evidence from Swiss firms," Technological Forecasting and Social Change, Elsevier, vol. 156(C).
    18. Xie, Xuemei & Wu, Yonghui & Martínez, José Manuel Guaita, 2023. "More is not always better: Reconciling the dilemma of R&D collaboration in high-tech industries in transition economies," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    19. Bettina Becker, 2013. "The Determinants of R&D Investment: A Survey of the Empirical Research," Discussion Paper Series 2013_09, Department of Economics, Loughborough University, revised Sep 2013.
    20. Blanca L. Delgado-Márquez & Nuria E. Hurtado-Torres & Luis E. Pedauga & Eulogio Cordón-Pozo, 2018. "A network view of innovation performance for multinational corporation subsidiaries," Regional Studies, Taylor & Francis Journals, vol. 52(1), pages 47-67, January.

    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:ecmode:v:103:y:2021:i:c:s0264999321001905. 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/inca/30411 .

    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.