IDEAS home Printed from https://ideas.repec.org/p/aah/aarhec/2014-21.html
   My bibliography  Save this paper

Do specialists exit the firm outsourcing its R&D?

Author

Listed:
  • Wenjing Wang

    (Department of Economics and Business, Aarhus University, Denmark)

Abstract

Do specialists exit the firm increasingly outsourcing its research and development (R&D) work? Although this question is critical in understanding how R&D outsourcing links to innovation performance, the answer is not yet clear. This paper proposes that the optimal level of firm’s internal employment of R&D specialists decreases with the deepening of R&D outsourcing but increases with the broadening of R&D outsourcing. These relations can be inferred from previous empirical studies as well as our theoretical analysis, and are supported by the empirical evidence from estimations of correlated random effects (CRE) Tobit, CRE selection and CRE fractional response models on a panel dataset of Danish firms.

Suggested Citation

  • Wenjing Wang, 2014. "Do specialists exit the firm outsourcing its R&D?," Economics Working Papers 2014-21, Department of Economics and Business Economics, Aarhus University.
  • Handle: RePEc:aah:aarhec:2014-21
    as

    Download full text from publisher

    File URL: https://repec.econ.au.dk/repec/afn/wp/14/wp14_21.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Beneito, Pilar, 2006. "The innovative performance of in-house and contracted R&D in terms of patents and utility models," Research Policy, Elsevier, vol. 35(4), pages 502-517, May.
    2. Wang, Eric C. & Huang, Weichiao, 2007. "Relative efficiency of R&D activities: A cross-country study accounting for environmental factors in the DEA approach," Research Policy, Elsevier, vol. 36(2), pages 260-273, March.
    3. Zi-Lin He & Poh-Kam Wong, 2012. "Reaching Out and Reaching Within: A Study of the Relationship between Innovation Collaboration and Innovation Performance," Industry and Innovation, Taylor & Francis Journals, vol. 19(7), pages 539-561, October.
    4. Peter Teirlinck & Michel Dumont & André Spithoven, 2010. "Corporate decision-making in R&D outsourcing and the impact on internal R&D employment intensity," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(6), pages 1741-1768, December.
    5. Belderbos, Rene & Carree, Martin & Diederen, Bert & Lokshin, Boris & Veugelers, Reinhilde, 2004. "Heterogeneity in R&D cooperation strategies," International Journal of Industrial Organization, Elsevier, vol. 22(8-9), pages 1237-1263, November.
    6. 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.
    7. Josh Lerner & Julie Wulf, 2007. "Innovation and Incentives: Evidence from Corporate R&D," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 634-644, November.
    8. Andrea Martinez-Noya & Esteban Garcia-Canal & Mauro F. Guillen, 2013. "R & D Outsourcing and the Effectiveness of Intangible Investments: Is Proprietary Core Knowledge Walking out of the Door?," Journal of Management Studies, Wiley Blackwell, vol. 50(1), pages 67-91, January.
    9. Lee, Sungjoo & Park, Gwangman & Yoon, Byungun & Park, Jinwoo, 2010. "Open innovation in SMEs--An intermediated network model," Research Policy, Elsevier, vol. 39(2), pages 290-300, March.
    10. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    11. Boris Lokshin & René Belderbos & Martin Carree, 2008. "The Productivity Effects of Internal and External R&D: Evidence from a Dynamic Panel Data Model," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(3), pages 399-413, June.
    12. Bruno Cassiman & Reinhilde Veugelers, 2006. "In Search of Complementarity in Innovation Strategy: Internal R& D and External Knowledge Acquisition," Management Science, INFORMS, vol. 52(1), pages 68-82, January.
    13. Dahlander, Linus & Gann, David M., 2010. "How open is innovation?," Research Policy, Elsevier, vol. 39(6), pages 699-709, July.
    14. 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.
    15. 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.
    16. Semykina, Anastasia & Wooldridge, Jeffrey M., 2010. "Estimating panel data models in the presence of endogeneity and selection," Journal of Econometrics, Elsevier, vol. 157(2), pages 375-380, August.
    17. Michael L. Katz, 1986. "An Analysis of Cooperative Research and Development," RAND Journal of Economics, The RAND Corporation, vol. 17(4), pages 527-543, Winter.
    18. Fu, Xiaolan, 2012. "How does openness affect the importance of incentives for innovation?," Research Policy, Elsevier, vol. 41(3), pages 512-523.
    19. Susan M. Mudambi & Stephen Tallman, 2010. "Make, Buy or Ally? Theoretical Perspectives on Knowledge Process Outsourcing through Alliances," Journal of Management Studies, Wiley Blackwell, vol. 47(8), pages 1434-1456, December.
    20. A. Spithoven & B. Clarysse & M. Knockaert, 2009. "Building Absorptive Capacity to Organise Inbound Open Innovation in Low Tech Industries," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 09/606, Ghent University, Faculty of Economics and Business Administration.
    21. Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 225-238.
    22. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    23. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 121-133, July.
    24. Rod Coombs & Mark Harvey & Bruce S. Tether, 2003. "Analysing distributed processes of provision and innovation," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 12(6), pages 1125-1155, December.
    25. repec:bla:jomstd:v:47:y:2010:i:s2:p:1434-1456 is not listed on IDEAS
    26. Mahmut Yasar, 2013. "Imported Capital Input, Absorptive Capacity, And Firm Performance: Evidence From Firm-Level Data," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 88-100, January.
    27. Mata, José & Woerter, Martin, 2013. "Risky innovation: The impact of internal and external R&D strategies upon the distribution of returns," Research Policy, Elsevier, vol. 42(2), pages 495-501.
    28. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    29. Yushan Zhao & Roger J. Calantone, 2003. "The Trend Toward Outsourcing In New Product Development: Case Studies In Six Firms," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 7(01), pages 51-66.
    30. Powell, Walter W. & Giannella, Eric, 2010. "Collective Invention and Inventor Networks," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 575-605, Elsevier.
    31. Dieter Ernst, 2000. "Inter-Organizational Knowledge Outsourcing: What Permits Small Taiwanese Firms to Compete in the Computer Industry?," Economics Study Area Working Papers 01, East-West Center, Economics Study Area.
    32. Negassi, S., 2004. "R&D co-operation and innovation a microeconometric study on French firms," Research Policy, Elsevier, vol. 33(3), pages 365-384, April.
    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. Spithoven, André & Teirlinck, Peter, 2015. "Internal capabilities, network resources and appropriation mechanisms as determinants of R&D outsourcing," Research Policy, Elsevier, vol. 44(3), pages 711-725.
    2. Jaime Gómez & Idana Salazar & Pilar Vargas, 2017. "Does Information Technology Improve Open Innovation Performance? An Examination of Manufacturers in Spain," Information Systems Research, INFORMS, vol. 28(3), pages 661-675, September.
    3. Fu, Xiaolan, 2012. "How does openness affect the importance of incentives for innovation?," Research Policy, Elsevier, vol. 41(3), pages 512-523.
    4. 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.
    5. Gkypali, Areti & Filiou, Despoina & Tsekouras, Kostas, 2017. "R&D collaborations: Is diversity enhancing innovation performance?," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 143-152.
    6. Lu, Qinli & Chesbrough, Henry, 2022. "Measuring open innovation practices through topic modelling: Revisiting their impact on firm financial performance," Technovation, Elsevier, vol. 114(C).
    7. 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.
    8. Marshall S. Jiang & Jie Jiao & Zhouyu Lin & Jun Xia, 2021. "Learning through observation or through acquisition? Innovation performance as an outcome of internal and external knowledge combination," Asia Pacific Journal of Management, Springer, vol. 38(1), pages 35-63, March.
    9. Julio Diéguez-Soto & María J. Martínez-Romero, 2019. "Family Involvement in Management and Product Innovation: The Mediating Role of R&D Strategies," Sustainability, MDPI, vol. 11(7), pages 1-24, April.
    10. 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).
    11. Mendi, Pedro & Moner-Colonques, Rafael & Sempere-Monerris, José J., 2020. "Cooperation for innovation and technology licensing: Empirical evidence from Spain," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    12. Spyros Arvanitis & Boris Lokshin & Pierre Mohnen & Martin Woerter, 2015. "Impact of External Knowledge Acquisition Strategies on Innovation: A Comparative Study Based on Dutch and Swiss Panel Data," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 46(4), pages 359-382, June.
    13. J. Nils Foege & Erk P. Piening & Torsten-Oliver Salge, 2017. "Don’T Get Caught On The Wrong Foot: A Resource-Based Perspective On Imitation Threats In Innovation Partnerships," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 21(03), pages 1-42, April.
    14. Xue Wang, 2018. "The Effect Of Inbound Open Innovation On Firm Performance In Japanese Manufacturing Firms: Comparative Study Between Research Centre And Business Unit," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 22(07), pages 1-35, October.
    15. Spyros Arvanitis & Boris Lokshin & Pierre Mohnen & Martin Woerter, 2013. "Impact of external knowledge acquisition strategies on innovation," KOF Working papers 13-325, KOF Swiss Economic Institute, ETH Zurich.
    16. Adrián Kovács & Bart Looy & Bruno Cassiman, 2015. "Exploring the scope of open innovation: a bibliometric review of a decade of research," Scientometrics, Springer;Akadémiai Kiadó, vol. 104(3), pages 951-983, September.
    17. Love, James H. & Roper, Stephen & Vahter, Priit, 2014. "Dynamic complementarities in innovation strategies," Research Policy, Elsevier, vol. 43(10), pages 1774-1784.
    18. Delgado-Verde, Miriam & Martín-de Castro, Gregorio & Cruz-González, Jorge & Navas-López, José Emilio, 2021. "Complements or substitutes? The contingent role of corporate reputation on the interplay between internal R&D and external knowledge sourcing," European Management Journal, Elsevier, vol. 39(1), pages 70-83.
    19. El Maalouf, Nicole & Bahemia, Hanna, 2023. "The implementation of inbound open innovation at the firm level: A dynamic capability perspective," Technovation, Elsevier, vol. 122(C).
    20. Masatoshi Kato, 2016. "Internal R&D and External Knowledge Acquisition of Start-up Firms: Exploring the Role of Entrepreneurial Human Capital," Discussion Paper Series 145, School of Economics, Kwansei Gakuin University, revised Jul 2016.

    More about this item

    Keywords

    Correlated random effect models; employment of R&D specialists; R&D strategy; R&D outsourcing breadth and depth;
    All these keywords.

    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • M51 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Firm Employment Decisions; Promotions
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

    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:aah:aarhec:2014-21. 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: the person in charge (email available below). General contact details of provider: http://www.econ.au.dk/afn/ .

    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.