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Developing a Framework for Evaluating and Predicting Management Innovation in Public Research Institutions

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  • Kyungbo Park

    (Department of Business Administration, Andong National University, Andong 36729, Republic of Korea)

  • Jeonghwa Cha

    (Department of Business Administration, Pusan National University, Pusan 46241, Republic of Korea)

  • Jongyi Hong

    (Institute for Research & Industry Cooperation, Pusan National University, Pusan 46241, Republic of Korea)

Abstract

As the external environment changes rapidly, organizations need management innovation to adapt to and exploit change as an opportunity. To innovate, it is necessary to evaluate management innovation, because if an organization can measure the degree of management innovation, it can also achieve it. Moreover, if management innovation is predictable, profits can be maximized, and costs can be minimized by allocating efficient resources and establishing appropriate strategies. Therefore, this study attempts to predict the management innovation in public research institutions. Basic data mining and ensemble data mining techniques were used for the prediction. This analysis targeted public research institutes in South Korea. The results showed that the predictive power of public research institutions with high innovation was high. This study suggests that management innovation can be predicted in highly innovative public research institutions. Furthermore, this study’s framework can be applied to other industries.

Suggested Citation

  • Kyungbo Park & Jeonghwa Cha & Jongyi Hong, 2023. "Developing a Framework for Evaluating and Predicting Management Innovation in Public Research Institutions," Sustainability, MDPI, vol. 15(9), pages 1-18, April.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:9:p:7261-:d:1134112
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    References listed on IDEAS

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    1. Justin J.P. Jansen & Frans A.J. Van den Bosch & Henk W. Volberda, 2005. "Exploratory Innovation, Exploitative Innovation, And Ambidexterity: The Impact Of Environmental And Organizational Antecedents," Schmalenbach Business Review (sbr), LMU Munich School of Management, vol. 57(4), pages 351-363, October.
    2. Mol, Michael J. & Birkinshaw, Julian, 2009. "The sources of management innovation: When firms introduce new management practices," Journal of Business Research, Elsevier, vol. 62(12), pages 1269-1280, December.
    3. Hashimoto, Akihiro & Haneda, Shoko, 2008. "Measuring the change in R&D efficiency of the Japanese pharmaceutical industry," Research Policy, Elsevier, vol. 37(10), pages 1829-1836, December.
    4. Khosravi, Pouria & Newton, Cameron & Rezvani, Azadeh, 2019. "Management innovation: A systematic review and meta-analysis of past decades of research," European Management Journal, Elsevier, vol. 37(6), pages 694-707.
    5. Nieves, Julia & Segarra-Ciprés, Mercedes, 2015. "Management innovation in the hotel industry," Tourism Management, Elsevier, vol. 46(C), pages 51-58.
    6. Leydesdorff, Loet, 2000. "The triple helix: an evolutionary model of innovations," Research Policy, Elsevier, vol. 29(2), pages 243-255, February.
    7. Stéphane Robin & Torben Schubert, 2013. "Cooperation with public research institutions and success in innovation: Evidence from France and Germany," Post-Print hal-03691900, HAL.
    8. Ansari, Shahzad (Shaz) & Krop, Pieter, 2012. "Incumbent performance in the face of a radical innovation: Towards a framework for incumbent challenger dynamics," Research Policy, Elsevier, vol. 41(8), pages 1357-1374.
    9. Dirk Czarnitzki & Kornelius Kraft, 2004. "Firm Leadership and Innovative Performance: Evidence from Seven EU Countries," Small Business Economics, Springer, vol. 22(5), pages 325-332, June.
    10. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    11. Gene M. Grossman & Elhanan Helpman, 1993. "Innovation and Growth in the Global Economy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262570971, December.
    12. Paloma Escamilla-Fajardo & Juan Núñez-Pomar & David Parra-Camacho, 2019. "Does the organizational climate predict the innovation in sports clubs?," Journal of Entrepreneurship and Public Policy, Emerald Group Publishing Limited, vol. 8(1), pages 103-121, August.
    13. Chen, Kun & Kenney, Martin, 2007. "Universities/Research Institutes and Regional Innovation Systems: The Cases of Beijing and Shenzhen," World Development, Elsevier, vol. 35(6), pages 1056-1074, June.
    14. Robin, Stéphane & Schubert, Torben, 2013. "Cooperation with public research institutions and success in innovation: Evidence from France and Germany," Research Policy, Elsevier, vol. 42(1), pages 149-166.
    15. Fariborz Damanpour & Deepa Aravind, 2012. "Managerial Innovation: Conceptions, Processes, and Antecedents," Management and Organization Review, The International Association for Chinese Management Research, vol. 8(2), pages 423-454, July.
    16. Hui Zhang & Huguang Rao & Junzheng Feng, 2018. "Product innovation based on online review data mining: a case study of Huawei phones," Electronic Commerce Research, Springer, vol. 18(1), pages 3-22, March.
    17. Jacqueline Senker, 2001. "Changing organisation of public-sector research in Europe — implications for benchmarking human resources in RTD," Science and Public Policy, Oxford University Press, vol. 28(4), pages 277-284, August.
    18. Mary M. Crossan & Marina Apaydin, 2010. "A Multi‐Dimensional Framework of Organizational Innovation: A Systematic Review of the Literature," Journal of Management Studies, Wiley Blackwell, vol. 47(6), pages 1154-1191, September.
    19. Ignacio G. Vaccaro & Justin J. P. Jansen & Frans A. J. Van Den Bosch & Henk W. Volberda, 2012. "Management Innovation and Leadership: The Moderating Role of Organizational Size," Journal of Management Studies, Wiley Blackwell, vol. 49(1), pages 28-51, January.
    20. Nordberg, Markus & Campbell, Alexandra & Verbeke, Alain, 2003. "Using customer relationships to acquire technological innovation: A value-chain analysis of supplier contracts with scientific research institutions," Journal of Business Research, Elsevier, vol. 56(9), pages 711-719, September.
    21. Mario Coccia, 2009. "Research performance and bureaucracy within public research labs," Scientometrics, Springer;Akadémiai Kiadó, vol. 79(1), pages 93-107, April.
    22. Zheng, Leven J. & Xiong, Chang & Chen, Xihui & Li, Chung-Sheng, 2021. "Product innovation in entrepreneurial firms: How business model design influences disruptive and adoptive innovation," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    23. Porter, Michael E, 1979. "The Structure within Industries and Companies' Performance," The Review of Economics and Statistics, MIT Press, vol. 61(2), pages 214-227, May.
    24. Wenjing Wang & Yiwei Liu, 2022. "Does University-industry innovation community affect firms’ inventions? The mediating role of technology transfer," The Journal of Technology Transfer, Springer, vol. 47(3), pages 906-935, June.
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