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Configural analysis of innovation for exploring economic growth

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  • Yu, Tiffany Hui-Kuang
  • Huarng, Kun-Huang
  • Lai, Yun Ting

Abstract

This research analyzes and forecasts the causal combinations of innovation for economic growth, utilizing yearly data from Organization for Economic Co-operation and Development (OECD) countries. Employing the method of fuzzy sets/Qualitative Comparative Analysis (fsQCA), the two causal combinations from the estimation are 1) Institute, Human Capital and Research, Infrastructure, and Market Sophistication as well as 2) Human Capital and Research, Infrastructure, Market Sophistication, and Business Sophistication. This study proposes a time series method to forecast fsQCA results that offer performances demonstrating strong predictive validities.

Suggested Citation

  • Yu, Tiffany Hui-Kuang & Huarng, Kun-Huang & Lai, Yun Ting, 2021. "Configural analysis of innovation for exploring economic growth," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
  • Handle: RePEc:eee:tefoso:v:172:y:2021:i:c:s0040162521004510
    DOI: 10.1016/j.techfore.2021.121019
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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Nancy L. Stokey, 1995. "R&D and Economic Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(3), pages 469-489.
    3. Pradhan, Rudra P. & Arvin, Mak B. & Bahmani, Sahar, 2018. "Are innovation and financial development causative factors in economic growth? Evidence from a panel granger causality test," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 130-142.
    4. Marcelo P. Duarte & Fernando M. P. O. Carvalho, 2020. "Portugal in the Global Innovation Index: A panel data analysis," GEE Papers 0144, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Mar 2020.
    5. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    6. Bruce A. Kirchhoff & Scott L. Newbert & Iftekhar Hasan & Catherine Armington, 2007. "The Influence of University R & D Expenditures on New Business Formations and Employment Growth," Entrepreneurship Theory and Practice, , vol. 31(4), pages 543-559, July.
    7. Ward Romp & Jakob De Haan, 2007. "Public Capital and Economic Growth: A Critical Survey," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 8(S1), pages 6-52, April.
    8. Carmona-Lavado, Antonio & Cuevas-Rodríguez, Gloria & Cabello-Medina, Carmen & Fedriani, Eugenio M., 2021. "Does open innovation always work? The role of complementary assets," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    9. Hulya Ulku, 2004. "R&D, Innovation, and Economic Growth: An Empirical Analysis," IMF Working Papers 2004/185, International Monetary Fund.
    10. Prokop, Viktor & Hajek, Petr & Stejskal, Jan, 2021. "Configuration Paths to Efficient National Innovation Ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    11. Khedhaouria, Anis & Thurik, Roy, 2017. "Configurational conditions of national innovation capability: A fuzzy set analysis approach," Technological Forecasting and Social Change, Elsevier, vol. 120(C), pages 48-58.
    12. Huarng, Kun-Huang & Yu, Tiffany Hui-Kuang, 2015. "Healthcare expenditure with causal recipes," Journal of Business Research, Elsevier, vol. 68(7), pages 1570-1573.
    13. Crespo, Nuno Fernandes & Crespo, Cátia Fernandes, 2016. "Global innovation index: Moving beyond the absolute value of ranking with a fuzzy-set analysis," Journal of Business Research, Elsevier, vol. 69(11), pages 5265-5271.
    14. Rodrigo, L. & Palacios, M., 2021. "What antecedent attitudes motivate actors to commit to the ecosystem of digital social innovation?," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    15. Hasan, Iftekhar & Tucci, Christopher L., 2010. "The innovation-economic growth nexus: Global evidence," Research Policy, Elsevier, vol. 39(10), pages 1264-1276, December.
    16. Woodside, Arch G., 2014. "Embrace•perform•model: Complexity theory, contrarian case analysis, and multiple realities," Journal of Business Research, Elsevier, vol. 67(12), pages 2495-2503.
    17. Berné-Martínez, J.M. & Arnal-Pastor, María & Llopis-Amorós, María-Pilar, 2021. "Reacting to the paradigm shift: QCA study of the factors shaping innovation in publishing, information services, advertising and market research activities in the European Union," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    18. Urbano, David & Aparicio, Sebastian, 2016. "Entrepreneurship capital types and economic growth: International evidence," Technological Forecasting and Social Change, Elsevier, vol. 102(C), pages 34-44.
    19. İhsan Pençe & Adnan Kalkan & Melike Şişeci Çeşmeli, 2019. "Estimation of the Country Ranking Scores on the Global Innovation Index 2016 Using the Artificial Neural Network Method," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 16(04), pages 1-16, June.
    20. Huarng, Kun-Huang & Yu, Tiffany Hui-Kuang, 2020. "The impact of surge pricing on customer retention," Journal of Business Research, Elsevier, vol. 120(C), pages 175-180.
    21. Douglass C. North, 2005. "Introduction to Understanding the Process of Economic Change," Introductory Chapters, in: Understanding the Process of Economic Change, Princeton University Press.
    22. V. Vlasova & T. Kuznetsova & V. Roud., 2017. "Drivers and limitations of Russia’s development based on the evidence provided by the Global Innovation Index," VOPROSY ECONOMIKI, N.P. Redaktsiya zhurnala "Voprosy Economiki", vol. 8.
    23. Stav Fainshmidt & Michael A Witt & Ruth V Aguilera & Alain Verbeke, 2020. "The contributions of qualitative comparative analysis (QCA) to international business research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(4), pages 455-466, June.
    24. Wang, Rong & Tan, Junlan, 2021. "Exploring the coupling and forecasting of financial development, technological innovation, and economic growth," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    25. Wennekers, Sander & Thurik, Roy, 1999. "Linking Entrepreneurship and Economic Growth," Small Business Economics, Springer, vol. 13(1), pages 27-55, August.
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    Cited by:

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    2. Naeini, Ali Bonyadi & Zamani, Mehdi & Daim, Tugrul U. & Sharma, Mahak & Yalcin, Haydar, 2022. "Conceptual structure and perspectives on “innovation management”: A bibliometric review," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    3. Vasist, Pramukh Nanjundaswamy & Krishnan, Satish, 2024. "Powered by innovation, derailed by disinformation: A multi-country analysis of the influence of online political disinformation on nations' innovation performance," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
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    5. Yu, Tiffany Hui-Kuang & Huarng, Kun-Huang, 2024. "Causal analysis of SDG achievements," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    6. Huarng, Kun-Huang & Yu, Tiffany Hui-Kuang, 2022. "Causal complexity analysis for fintech adoption at the country level," Journal of Business Research, Elsevier, vol. 153(C), pages 228-234.

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