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The effect of innovation efficiency management on performance: Differences according to organizational size

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  • Concepción Rubio‐Picón
  • Francisco Velasco‐Morente
  • Encarnación Ramos‐Hidalgo
  • María A. Agustí

Abstract

The efficiency associated with innovation has been a frequently considered element in the literature. However, the conceptualization of this efficiency and its management is an underexplored factor. We study the way in which the different elements that conform to this efficiency are managed over time. From a dynamic efficiency analysis using data envelope analysis (DEA) and the Malmquist productivity index, we evaluate changes in efficiency and if there are differences according to firm size. Our results confirm the relevance of size in the way that firms manage their innovation efficiency and how small firms differ from larger ones in terms of efficiency management.

Suggested Citation

  • Concepción Rubio‐Picón & Francisco Velasco‐Morente & Encarnación Ramos‐Hidalgo & María A. Agustí, 2023. "The effect of innovation efficiency management on performance: Differences according to organizational size," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(1), pages 336-358, January.
    • Handle: RePEc:wly:mgtdec:v:44:y:2023:i:1:p:336-358
    DOI: 10.1002/mde.3685
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    1. Hugo Fuentes & Emili Grifell-Tatjé & Sergio Perelman, 2001. "A Parametric Distance Function Approach for Malmquist Productivity Index Estimation," Journal of Productivity Analysis, Springer, vol. 15(2), pages 79-94, March.
    2. Guan, Jian Cheng & Yam, Richard C.M. & Mok, Chiu Kam & Ma, Ning, 2006. "A study of the relationship between competitiveness and technological innovation capability based on DEA models," European Journal of Operational Research, Elsevier, vol. 170(3), pages 971-986, May.
    3. Hervás-Oliver, José-Luis & Parrilli, Mario Davide & Rodríguez-Pose, Andrés & Sempere-Ripoll, Francisca, 2021. "The drivers of SME innovation in the regions of the EU," Research Policy, Elsevier, vol. 50(9).
    4. Sueyoshi, Toshiyuki & Goto, Mika, 2014. "DEA radial measurement for environmental assessment: A comparative study between Japanese chemical and pharmaceutical firms," Applied Energy, Elsevier, vol. 115(C), pages 502-513.
    5. Bryan Kelly & Dimitris Papanikolaou & Amit Seru & Matt Taddy, 2021. "Measuring Technological Innovation over the Long Run," American Economic Review: Insights, American Economic Association, vol. 3(3), pages 303-320, September.
    6. Sueyoshi, Toshiyuki & Goto, Mika, 2012. "DEA radial and non-radial models for unified efficiency under natural and managerial disposability: Theoretical extension by strong complementary slackness conditions," Energy Economics, Elsevier, vol. 34(3), pages 700-713.
    7. 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.
    8. Ulset, Svein, 1996. "R&D outsourcing and contractual governance: An empirical study of commercial R&D projects," Journal of Economic Behavior & Organization, Elsevier, vol. 30(1), pages 63-82, July.
    9. García-Vega, María & Huergo, Elena, 2019. "The role of international and domestic R&D outsourcing for firm innovation," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 775-792.
    10. Ángela Triguero & David Córcoles & María C. Cuerva, 2013. "Differences in Innovation Between Food and Manufacturing Firms: An Analysis of Persistence," Agribusiness, John Wiley & Sons, Ltd., vol. 29(3), pages 273-292, June.
    11. Wang, Juite & Hwang, W.-L., 2007. "A fuzzy set approach for R&D portfolio selection using a real options valuation model," Omega, Elsevier, vol. 35(3), pages 247-257, June.
    12. 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.
    13. Lori Rosenkopf & Patia McGrath, 2011. "Advancing the Conceptualization and Operationalization of Novelty in Organizational Research," Organization Science, INFORMS, vol. 22(5), pages 1297-1311, October.
    14. Nan Wang & Mingdi Xiao & Ivan Savin, 2021. "Complementarity effect in the innovation strategy: internal R&D and acquisition of capital with embodied technology," The Journal of Technology Transfer, Springer, vol. 46(2), pages 459-482, April.
    15. Michael Fritsch & Viktor Slavtchev, 2007. "What determines the efficiency of regional innovation systems?," Jena Economics Research Papers 2007-006, Friedrich-Schiller-University Jena.
    16. Chao Liang & Metin Çakanyıldırım & Suresh P. Sethi, 2014. "Analysis of Product Rollover Strategies in the Presence of Strategic Customers," Management Science, INFORMS, vol. 60(4), pages 1033-1056, April.
    17. Thomas Brenner & Tom Broekel, 2011. "Methodological Issues in Measuring Innovation Performance of Spatial Units," Industry and Innovation, Taylor & Francis Journals, vol. 18(1), pages 7-37.
    18. Manda, A.B. & Uzsoy, Reha, 2021. "Managing product transitions with learning and congestion effects," International Journal of Production Economics, Elsevier, vol. 239(C).
    19. Seru, Amit, 2014. "Firm boundaries matter: Evidence from conglomerates and R&D activity," Journal of Financial Economics, Elsevier, vol. 111(2), pages 381-405.
    20. Geroski, P. A. & Van Reenen, J. & Walters, C. F., 1997. "How persistently do firms innovate?," Research Policy, Elsevier, vol. 26(1), pages 33-48, March.
    21. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    22. Daniel A. Levinthal & James G. March, 1993. "The myopia of learning," Strategic Management Journal, Wiley Blackwell, vol. 14(S2), pages 95-112, December.
    23. Herbert Dawid & Michael Kopel & Peter M. Kort, 2020. "Product innovation with partial capacity rollover," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 28(2), pages 479-496, June.
    24. Luis Orea, 2002. "Parametric Decomposition of a Generalized Malmquist Productivity Index," Journal of Productivity Analysis, Springer, vol. 18(1), pages 5-22, July.
    25. Zhong, Wei & Yuan, Wei & Li, Susan X. & Huang, Zhimin, 2011. "The performance evaluation of regional R&D investments in China: An application of DEA based on the first official China economic census data," Omega, Elsevier, vol. 39(4), pages 447-455, August.
    26. Ingemar Dierickx & Karel Cool, 1989. "Asset Stock Accumulation and Sustainability of Competitive Advantage," Management Science, INFORMS, vol. 35(12), pages 1504-1511, December.
    27. Mudambi, Ram & Swift, Tim, 2011. "Proactive R&D management and firm growth: A punctuated equilibrium model," Research Policy, Elsevier, vol. 40(3), pages 429-440, April.
    28. R G Dyson & E A Shale, 2010. "Data envelopment analysis, operational research and uncertainty," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(1), pages 25-34, January.
    29. Ron Adner & Daniel Snow, 2010. "Old technology responses to new technology threats: demand heterogeneity and technology retreats," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(5), pages 1655-1675, October.
    30. Lori Rosenkopf & Atul Nerkar, 2001. "Beyond local search: boundary‐spanning, exploration, and impact in the optical disk industry," Strategic Management Journal, Wiley Blackwell, vol. 22(4), pages 287-306, April.
    31. Ester Martinez-Ros & José M. Labeaga, 2002. "Modelling Innovation Activities Using Discrete Choice Panel Data Models," Palgrave Macmillan Books, in: Alfred Kleinknecht & Pierre Mohnen (ed.), Innovation and Firm Performance, chapter 7, pages 150-171, Palgrave Macmillan.
    32. Murthi, B. P. S. & Choi, Yoon K. & Desai, Preyas, 1997. "Efficiency of mutual funds and portfolio performance measurement: A non-parametric approach," European Journal of Operational Research, Elsevier, vol. 98(2), pages 408-418, April.
    33. Onufrey, Ksenia & Bergek, Anna, 2021. "Transformation in a mature industry: The role of business and innovation strategies," Technovation, Elsevier, vol. 105(C).
    34. Veugelers, Reinhilde, 1997. "Internal R & D expenditures and external technology sourcing," Research Policy, Elsevier, vol. 26(3), pages 303-315, October.
    35. Geroski, Paul A, 1989. "Entry, Innovation and Productivity Growth," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 572-578, November.
    36. repec:bla:jomstd:v:47:y:2010:i:s2:p:1483-1509 is not listed on IDEAS
    37. Chun-Hsien Wang & Jun-Yen Lee & Yi-Hua Chang, 2012. "Measuring productivity in the biotechnology industry using the global Malmquist index," Applied Economics Letters, Taylor & Francis Journals, vol. 19(9), pages 807-812, June.
    38. Shi‐Xiao Wang & Wen‐Min Lu & Shiu‐Wan Hung, 2020. "Improving innovation efficiency of emerging economies: The role of manufacturing," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(4), pages 503-519, June.
    39. H. Pierre Hsieh & Yueh‐Cheng Wu & Wen‐Min Lu & Yao‐Chieh Chen, 2020. "Assessing and ranking the innovation ability and business performance of global companies in the aerospace and defense industry," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(6), pages 952-963, September.
    40. Yury Dranev & Alisa Izosimova & Dirk Meissner, 2020. "Organizational Ambidexterity and Performance: Assessment Approaches and Empirical Evidence," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(2), pages 676-691, June.
    41. Nelson, Richard R & Winter, Sidney G, 1982. "The Schumpeterian Tradeoff Revisited," American Economic Review, American Economic Association, vol. 72(1), pages 114-132, March.
    42. Nathan ROSENBERG, 2009. "Why do firms do basic research (with their own money)?," World Scientific Book Chapters, in: Nathan Rosenberg (ed.), Studies On Science And The Innovation Process Selected Works of Nathan Rosenberg, chapter 11, pages 225-234, World Scientific Publishing Co. Pte. Ltd..
    43. Juntao Li & Feng Yang, 2020. "The optimal upgrade frequency and lifecycle under maintenance for a single-product rollover," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 71(11), pages 1816-1829, November.
    44. Fariborz Damanpour, 1996. "Organizational Complexity and Innovation: Developing and Testing Multiple Contingency Models," Management Science, INFORMS, vol. 42(5), pages 693-716, May.
    45. Glover, Fred & Sueyoshi, Toshiyuki, 2009. "Contributions of Professor William W. Cooper in Operations Research and Management Science," European Journal of Operational Research, Elsevier, vol. 197(1), pages 1-16, August.
    46. Miri Kim & Jaeki Song & Jason Triche, 2015. "Toward an integrated framework for innovation in service: A resource-based view and dynamic capabilities approach," Information Systems Frontiers, Springer, vol. 17(3), pages 533-546, June.
    47. Ingemar Dierickx & Karel Cool, 1989. "Asset Stock Accumulation and the Sustainability of Competitive Advantage: Reply," Management Science, INFORMS, vol. 35(12), pages 1514-1514, December.
    48. Gao, Wenlian & Chou, Julia, 2015. "Innovation efficiency, global diversification, and firm value," Journal of Corporate Finance, Elsevier, vol. 30(C), pages 278-298.
    49. Arora, Ashish & Gambardella, Alfonso, 1990. "Complementarity and External Linkages: The Strategies of the Large Firms in Biotechnology," Journal of Industrial Economics, Wiley Blackwell, vol. 38(4), pages 361-379, June.
    50. Love, James H. & Roper, Stephen & Vahter, Priit, 2014. "Dynamic complementarities in innovation strategies," Research Policy, Elsevier, vol. 43(10), pages 1774-1784.
    51. Koryak, Oksana & Lockett, Andy & Hayton, James & Nicolaou, Nicos & Mole, Kevin, 2018. "Disentangling the antecedents of ambidexterity: Exploration and exploitation," Research Policy, Elsevier, vol. 47(2), pages 413-427.
    52. 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.
    53. Cockburn, Iain M. & Henderson, Rebecca M., 2001. "Scale and scope in drug development: unpacking the advantages of size in pharmaceutical research," Journal of Health Economics, Elsevier, vol. 20(6), pages 1033-1057, November.
    54. Weerawardena, Jay & O'Cass, Aron & Julian, Craig, 2006. "Does industry matter? Examining the role of industry structure and organizational learning in innovation and brand performance," Journal of Business Research, Elsevier, vol. 59(1), pages 37-45, January.
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