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The role of innovation ambidexterity on the relationship between cognitive computing capabilities and entrepreneurial quality: A comparative study of India and China

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  • Gupta, Shivam
  • Modgil, Sachin
  • Wong, Christina W.Y.
  • Kar, Arpan Kumar

Abstract

Cognitive computing holds potential for improving the information processing capabilities of organizations by providing a computing infrastructure that support business analytics for both structured and unstructured data. It offers a basis for entrepreneurial activities, as it helps obtain and analyze market intelligence to extend business opportunities. Based on dynamic capabilities theory, this empirical study conceptualizes and establishes the linkages between cognitive computing capabilities, which is resultant of technology led information aggregation, and processing capabilities and entrepreneurial quality while examining the moderating effect of innovation ambidexterity as a capability of organizations in a comparative analysis of China and India. The findings based on a survey of 300 firms from the two countries, reveal a positive impact of cognitive computing capabilities on entrepreneurial quality in both countries. Innovation ambidexterity is found playing instrumental role in the case of India, but not in China. This study contributes to the understanding of four measures of entrepreneurship quality, i.e. risk-taking propensity, pro-activeness, frequency and innovativeness, from a dynamic capabilities lens in the context of cognitive computing capabilities and provides empirical validation to the established association in a comparative context of China and India. The findings are discussed in light of academic and managerial implications.

Suggested Citation

  • Gupta, Shivam & Modgil, Sachin & Wong, Christina W.Y. & Kar, Arpan Kumar, 2023. "The role of innovation ambidexterity on the relationship between cognitive computing capabilities and entrepreneurial quality: A comparative study of India and China," Technovation, Elsevier, vol. 127(C).
  • Handle: RePEc:eee:techno:v:127:y:2023:i:c:s0166497223001463
    DOI: 10.1016/j.technovation.2023.102835
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    1. Juan Alcácer & John Cantwell & Lucia Piscitello, 2016. "Internationalization in the information age: A new era for places, firms, and international business networks?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 47(5), pages 499-512, June.
    2. Yadong Luo, 2020. "Adaptive learning in international business," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(9), pages 1547-1567, December.
    3. Tim, Yenni & Hallikainen, Petri & Pan, Shan L & Tamm, Toomas, 2020. "Actualizing business analytics for organizational transformation: A case study of Rovio Entertainment," European Journal of Operational Research, Elsevier, vol. 281(3), pages 642-655.
    4. Li, Yuan & Wei, Zelong & Zhao, Jie & Zhang, Chenlu & Liu, Yi, 2013. "Ambidextrous organizational learning, environmental munificence and new product performance: Moderating effect of managerial ties in China," International Journal of Production Economics, Elsevier, vol. 146(1), pages 95-105.
    5. Ferreira, Jorge & Coelho, Arnaldo & Moutinho, Luiz, 2020. "Dynamic capabilities, creativity and innovation capability and their impact on competitive advantage and firm performance: The moderating role of entrepreneurial orientation," Technovation, Elsevier, vol. 92.
    6. N. Venkatraman, 1989. "Strategic Orientation of Business Enterprises: The Construct, Dimensionality, and Measurement," Management Science, INFORMS, vol. 35(8), pages 942-962, August.
    7. Harris, Shannon L. & May, Jerrold H. & Vargas, Luis G., 2016. "Predictive analytics model for healthcare planning and scheduling," European Journal of Operational Research, Elsevier, vol. 253(1), pages 121-131.
    8. Lynn Wu & Bowen Lou & Lorin Hitt, 2019. "Data Analytics Supports Decentralized Innovation," Management Science, INFORMS, vol. 65(10), pages 4863-4877, October.
    9. Ojha, Divesh & Patel, Pankaj C. & Sridharan, Sri V., 2020. "Dynamic strategic planning and firm competitive performance: A conceptualization and an empirical test," International Journal of Production Economics, Elsevier, vol. 222(C).
    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. Daniel A. Levinthal & James G. March, 1993. "The myopia of learning," Strategic Management Journal, Wiley Blackwell, vol. 14(S2), pages 95-112, December.
    12. Elias G. Carayannis & Luca Dezi & Gianluca Gregori & Ernesto Calo, 2022. "Smart Environments and Techno-centric and Human-Centric Innovations for Industry and Society 5.0: A Quintuple Helix Innovation System View Towards Smart, Sustainable, and Inclusive Solutions," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(2), pages 926-955, June.
    13. Hao, Zhaowei & Qi, Wei & Gong, Tianxiao & Chen, Lihua & Shen, Zuo-Jun Max, 2019. "Innovation uncertainty, new product press timing and strategic consumers," Omega, Elsevier, vol. 89(C), pages 122-135.
    14. Yuan Lu & Lianxi Zhou & Garry Bruton & Weiwen Li, 2010. "Capabilities as a mediator linking resources and the international performance of entrepreneurial firms in an emerging economy," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(3), pages 419-436, April.
    15. Torben Schubert & Elisabeth Baier & Christian Rammer, 2018. "Firm capabilities, technological dynamism and the internationalisation of innovation: A behavioural approach," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(1), pages 70-95, January.
    16. Peter J Buckley & L Jeremy Clegg & Hinrich Voss & Adam R Cross & Xin Liu & Ping Zheng, 2018. "A retrospective and agenda for future research on Chinese outward foreign direct investment," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(1), pages 4-23, January.
    17. Bag, Surajit & Gupta, Shivam & Kumar, Sameer, 2021. "Industry 4.0 adoption and 10R advance manufacturing capabilities for sustainable development," International Journal of Production Economics, Elsevier, vol. 231(C).
    18. Tianjiao Xia & Xiaohui Liu, 2017. "Foreign competition, domestic competition and innovation in Chinese private high-tech new ventures," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 48(6), pages 716-739, August.
    19. Yu, Wantao & Jacobs, Mark A. & Chavez, Roberto & Yang, Jiehui, 2019. "Dynamism, disruption orientation, and resilience in the supply chain and the impacts on financial performance: A dynamic capabilities perspective," International Journal of Production Economics, Elsevier, vol. 218(C), pages 352-362.
    20. Urbinati, Andrea & Bogers, Marcel & Chiesa, Vittorio & Frattini, Federico, 2019. "Creating and capturing value from Big Data: A multiple-case study analysis of provider companies," Technovation, Elsevier, vol. 84, pages 21-36.
    21. Sidney G. Winter, 2003. "Understanding dynamic capabilities," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 991-995, October.
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