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Firms’ digital transformation, competitive strategies, and innovation: Evidence from Chinese listed companies

Published online by Cambridge University Press:  29 August 2024

Ren Lu
Affiliation:
School of Business Administration, Guangdong University of Finance & Economics, Guangzhou, China
Xiangcai Peng*
Affiliation:
Business School, China University of Political Science and Law, Beijing, China
Torger Reve
Affiliation:
Department of Strategy and Entrepreneurship, BI Norwegian Business School, Oslo, Norway
*
Corresponding author: Xiangcai Peng; Email: cuplpxc@foxmail.com

Abstract

The rapid evolution of digital technology has made it necessary to examine the digital transformation and firms’ innovation initiatives. However, prior studies have often oversimplified the relationship between ‘digital transformation’ and ‘innovation’ as linear. By integrating perspectives from search and recombination, attention-based views, and competitive strategy theory, this paper constructs a theoretical framework, revealing that the relationship between digital transformation and innovation is nonlinear. We analyzed 21,509 observations from 2,565 Chinese listed companies spanning the period from 2009 to 2019 and found an inverted U-shaped relationship between digital transformation and innovation. We also discovered that differentiation strategies and cost leadership strategies have different moderating impacts on this inverted U-shape. This study provides valuable insights for businesses seeking to effectively navigate the complexities of digital transformation and innovation.

Type
Research Article
Copyright
© The Author(s), 2024. Published by Cambridge University Press in association with Australian and New Zealand Academy of Management.

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References

Agarwal, R., Gao, G., DesRoches, C., & Jha, A. K. (2010). The digital transformation of healthcare: Current status and the road ahead. Information System Research, 21(4), 796809.CrossRefGoogle Scholar
Angrist, J. D., & Pischke, J.-S. (2014). Mastering ‘Metrics: The path from cause to effect. USA: Princeton University Press.Google Scholar
Appio, F. P., Frattini, F., Petrzzelli, A. M., & Neirotti, P. (2021). Special issue guest editorial: Digital transformation and innovation management: A synthesis of existing research and an agenda for future studies. Journal of Product Innovation Management, 38(1), 420.CrossRefGoogle Scholar
Audretsch, D. B., & Belitski, M. (2023). The limits to open innovation and its impact on innovation performance. Technovation, 119, .CrossRefGoogle Scholar
Banker, R. D., Mashruwala, R., & Tripathy, A. (2014). Does a differentiation strategy lead to more sustainable financial performance than a cost leadership strategy? Management Decision, 52(5), 872896.CrossRefGoogle Scholar
Beck, T., Levine, R., & Levkov, A. (2010). Big bad banks? The winners and losers from bank deregulation in the United States. Journal of Finance, 65(5), 16371667.CrossRefGoogle Scholar
Berger, E. S. C., Briel, F. V., Davidsson, P., & Kuckertz, A. (2021). Digital or not – The future of entrepreneurship and innovation. Journal of Business Research, 125(6-7), 436442.CrossRefGoogle Scholar
Björkdahl, J. (2020). Strategies for digitalization in manufacturing firms. California Management Review, 62(4), 1736.CrossRefGoogle Scholar
Blohm, I., Riedl, C., Fuller, J., & Leimeister, J. M. (2016). Rate or trade? Identifying winning ideas in open idea sourcing. Information Systems Research, 27(1), 2748.CrossRefGoogle Scholar
Branstetter, L. G., Drev, M., & Kwon, N. (2019). Get with the program: Software-driven innovation in traditional manufacturing. Management Science, 65(2), 541558.CrossRefGoogle Scholar
Brielmaier, C., & Friesl, M. (2023). The attention-based view: Review and conceptual extension towards situated attention. International Journal of Management Reviews, 25(1), 99129.CrossRefGoogle Scholar
Broekhuizen, J. T. L., Broekhuis, M., Gijsenberg, M. J., & Wieringa, J. E. (2021). Digital business models: A multi-disciplinary and multi-stakeholder perspective. Journal of Business Research, 122, 847852.CrossRefGoogle Scholar
Brynjolfsson, E., & Collis, A. (2019). How should we measure the digital economy. Harvard Business Review, 97(6), 140148.Google Scholar
Cappa, F., Oriani, R., Peruffo, E., & McCarthy, I. (2021). Big data for creating and capturing value in the digitalized environment: Unpacking the effects of volume, variety, and veracity on firm performance. Journal of Product Innovation Management, 38(1), 4967.CrossRefGoogle Scholar
Ceccagnoli, M., & Jiang, L. (2013). The cost of integrating external technologies: Supply and demand drivers of value creation in the markets for technology. Strategic Management Journal, 34(4), 404425.CrossRefGoogle Scholar
Ceipek, R., Hautz, J., De Massis, A., Matzler, K., & Ardito, L. (2021). Digital transformation through exploratory and exploitative internet of things innovations: The impact of family management and technological diversification. Journal of Product Innovation Management, 38(1), 142165.CrossRefGoogle Scholar
Cennamo, C., Dagnino, G. B., Minin, A. D., & Lanzolla, G. (2020). Managing digital transformation: Scope of transformation and modalities of value co-generation and delivery. California Management Review, 62(4), 516.CrossRefGoogle Scholar
Chatterjee, D., Grewal, R., & Sambamurthy, V. (2002). Shaping up for e-commerce: Institutional enablers of the organizational assimilation of web technologies. MIS Quarterly, 26(2), 6590.CrossRefGoogle Scholar
Chesbrough, H. W. (2003). Open innovation: The new imperative for creating and profiting from technology. USA: Harvard Business Press.Google Scholar
Clarke, D., & Matta, B. (2018). Practical considerations for questionable IVs. The Stata Journal, 18(3), 663691.CrossRefGoogle Scholar
Cyert, R. M., & March, J. G. (1963). A behavioral theory of the firm. Englewood Cliffs, NJ: Blackwell Publishing.Google Scholar
Daniel, E. M., & Wilson, H. N. (2003). The role of dynamic capabilities in e-business transformation. European Journal of Information Systems, 12(2), 282296.CrossRefGoogle Scholar
Datta, Y. (2010). A critique of Porter’s cost leadership and differentiation strategies. Chinese Business Review, 9(4), 3751.Google Scholar
Denicolai, S., Magnani, G., & Vidal, J. A. (2020). Competitive renaissance through digital transformation. European Management Journal, 38(6), 827828.CrossRefGoogle ScholarPubMed
Dlugos, K., & Keller, J. (2021). Turned down and taking off? Rejection and turnover in internal talent markets. Academy of Management Journal, 64(1), 6385.CrossRefGoogle Scholar
Duran, P., Kammerlander, N., Van Essen, M., & Zellweger, T. (2016). Doing more with less: Innovation input and output in family firms. Academy of Management Journal, 59(4), 12241264.CrossRefGoogle Scholar
Durante, A., & Elsaid, E. (2018). How to build a better database: When python programming meets Bloomberg’s Open API. Finance Research Letters, 24(3), 6472.CrossRefGoogle Scholar
Dzyabura, D., & Peres, R. (2021). Visual elicitation of brand perception. Journal of Marketing, 85(4), 4466.CrossRefGoogle Scholar
Ferreira, J. J. M., Fernandes, C. I., & Ferreira, F. A. F. (2019). To be or not to be digital, that is the question: Firm innovation and performance. Journal of Business Research, 101(August), 583590.CrossRefGoogle Scholar
Firk, S., Gehrke, Y., Hanelt, A., & Wolff, M. (2022). Top management team characteristics and digital innovation: Exploring digital knowledge and TMT interfaces. Long Range Planning, 55, .CrossRefGoogle Scholar
Fischer, E., & Reuber, A. R. (2014). Online entrepreneurial communication: Mitigating uncertainty and increasing differentiation via Twitter. Journal of Business Venturing, 29(4), 565583.CrossRefGoogle Scholar
Florida, R., & Kenney, M. (1990). Silicon Valley and Route 128 won’t save US. California Management Review, 33(1), 6888.CrossRefGoogle Scholar
Franco, C., & Landini, F. (2022). Organizational drivers of innovation: The role of workforce agility. Research Policy, 51(2), .CrossRefGoogle Scholar
Frazier, P. A., Tix, A. P., & Barron, K. E. (2004). Testing moderator and mediator effects in counseling psychology research. Journal of Counseling Psychology, 51(1), 115134.CrossRefGoogle Scholar
Frishammar, J., Richtnér, A., Brattström, A., Magnusson, M., & Björk, J. (2019). Opportunities and challenges in the new innovation landscape: Implications for innovation auditing and innovation management. European Management Journal, 37(2), 151164.CrossRefGoogle Scholar
Garud, R., Kumaraswamy, A., Roberts, A., & Xu, L. (2022). Liminal movement by digital platform-based sharing economy ventures: The case of Uber Technologies. Strategic Management Journal, 43(3), 447475.CrossRefGoogle Scholar
Ghemawat, P. (2006). Business, society, and the “Wal-Mart effect”. Academy of Management Perspectives, 20(3), 4143.CrossRefGoogle Scholar
Giudice, M. D., Scuotto, V., Papa, A., Tarba, S. Y., Breschani, S., & Warkentin, M. (2021). A self-tuning model for smart manufacturing SMEs: Effects on digital innovation. Journal of Product Innovation Management, 38(1), 6889.CrossRefGoogle Scholar
Gregory, R. W., Henfridsson, O., Kaganer, E., & Kyriakou, S. H. (2021). The role of artificial intelligence and data network effects for creating user value. Academy of Management Review, 46(3), 534551.CrossRefGoogle Scholar
Haans, R. F. J., Pieters, C., & He, Z.-L. (2016). Thinking about U: Theorizing and testing U- and inverted U-shaped relationships in strategy research. Strategic Management Journal, 37(7), 11771195.CrossRefGoogle Scholar
Hanelt, A., Bohnsack, R., Marz, D., & Marante, C. A. (2021). A systematic review of the literature on digital transformation: Insights and implications for strategy and organizational change. Journal of Management Studies, 58(5), 11591197.CrossRefGoogle Scholar
Hilbolling, S., Berends, H., Deken, F., & Tuertscher, P. (2020). Complementors as connectors: Managing open innovation around digital product platforms. R & D Management, 50(1), 1830.CrossRefGoogle Scholar
Hoberg, G., & Maksimovic, V. (2015). Redefining financial constraints: A text-based analysis. Review of Financial Studies, 28(5), 13121352.CrossRefGoogle Scholar
Huang, M.-H., Rust, R., & Maksimovic, V. (2019). The feeling economy: Managing in the next generation of artificial intelligence (AI). California Management Review, 61(4), 4365.CrossRefGoogle Scholar
Jafari-Sadeghi, V., Garcia-Perez, A., Candelo, E., & Couturier, J. (2021). Exploring the impact of digital transformation on technology entrepreneurship and technological market expansion: The role of technology readiness, exploration and exploitation. Journal of Business Research, 124, 100111.CrossRefGoogle Scholar
Jones, M. D., Hutcheson, S., & Camba, J. D. (2021). Past, present, and future barriers to digital transformation in manufacturing: A review. Journal of Manufacturing Systems, 60(7), 936948.CrossRefGoogle Scholar
Lanzolla, G., Pesce, D., & Tucci, C. L. (2021). The digital transformation of search and recombination in the innovation function: Tensions and an integrative framework. Journal of Product Innovation Management, 38(1), 90113.CrossRefGoogle Scholar
Laursen, K., & Salter, A. J. (2014). The paradox of openness: Appropriability, external search and collaboration. Research Policy, 43(5), 847878.CrossRefGoogle Scholar
Lee, R., Lee, J.-H., & Garrett, T. C. (2019). Synergy effects of innovation on firm performance. Journal of Business Research, 99, 507515.CrossRefGoogle Scholar
Levinthal, D. A. (2019). Editorial introduction: The special issue on strategy in the digital era. Strategy Science, 4(4), 251252.CrossRefGoogle Scholar
Li, F. (2008). Annual report readability, current earnings, and earnings persistence. Journal of Accounting and Economics, 45(2-3), 221247.CrossRefGoogle Scholar
Lind, J. T., & Mehlum, H. (2010). With or without U? The appropriate test for a U‐shaped relationship. Oxford Bulletin of Economics and Statistics, 72(1), 109118.CrossRefGoogle Scholar
Lotz, A. D., Lobato, R., & Thomas, J. (2018). Internet-distributed television research: A provocation. Media Industries Journal, 5(2), 3547.Google Scholar
Loughran, T., & McDonald, B. (2011). When is a liability not a liability? Textual analysis, dictionaries, and 10-Ks. The Journal of Finance, 66(1), 3565.CrossRefGoogle Scholar
Lyu, C., Peng, C., Yang, H., Li, H., & Gu, X. (2022). Social capital and innovation performance of digital firms: Serial mediation effect of cross-border knowledge search and absorptive capacity. Journal of Innovation & Knowledge, 7(2), .CrossRefGoogle Scholar
March, J. G., & Simon, H. A. (1958). Organizations. New York: Wiley.Google Scholar
Marion, T. J., & Fixson, S. K. (2021). The transformation of the innovation process: How digital tools are changing work, collaboration, and organizations in new product development. Journal of Product Innovation Management, 38(1), 192215.CrossRefGoogle Scholar
Martini, A., Neirotti, P., & Appio, F. P. (2017). Knowledge searching, integrating and performing: Always a tuned trio for innovation? Long Range Planning, 50(2), 200220.CrossRefGoogle Scholar
McCann, B. T., & Bahl, M. (2017). The influence of competition from informal firms on new product development. Strategic Management Journal, 38(7), 15181535.CrossRefGoogle Scholar
McNamara, P., Peck, S. I., & Sasson, A. (2013). Competing business models, value creation and appropriation in English football. Long Range Planning, 46(6), 475487.CrossRefGoogle Scholar
Mikalef, P., & Pateli, A. (2017). Information technology-enabled dynamic capabilities and their indirect effect on competitive performance: Findings from PLS-SEM and fsQCA. Journal of Business Research, 70(1), 116.CrossRefGoogle Scholar
Mithas, S., Tafti, A., & Mitchell, W. (2013). How a firm’s competitive environment and digital strategic posture influence digital business strategy. MIS Quarterly, 37(2), 511536.CrossRefGoogle Scholar
Nachum, L., & Wymbs, C. (2005). Product differentiation, external economies and MNE location choices: M&As in global cities. Journal of International Business Studies, 36(4), 415434.CrossRefGoogle Scholar
Nambisan, S., Lyytinen, K., Majchrzak, A., & Song, M. (2017). Digital innovation management: Reinventing innovation management research in a digital world. MIS Quarterly, 41(1), 223238.CrossRefGoogle Scholar
Nambisan, S., Wright, M., & Feldman, M. (2019). The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes. Research Policy, 48(8), .CrossRefGoogle Scholar
Ocasio, W. (1997). Towards an attention-based view of the firm. Strategic Management Journal, 18(1), 187206.3.0.CO;2-K>CrossRefGoogle Scholar
Ocasio, W., & Joseph, J. (2008). Rise and fall – Or transformation? The evolution of strategic planning at the General Electric Company. Long Range Planning, 41(3), 248272.CrossRefGoogle Scholar
Pagani, M. (2013). Digital business strategy and value creation: Framing the dynamic cycle of control points. MIS Quarterly, 37(2), 617632.CrossRefGoogle Scholar
Parker, G., Alstyne, M. V., & Jiang, X. (2017). Platform ecosystems: How developers invert the firm. MIS Quarterly, 41(1), 255266.CrossRefGoogle Scholar
Parkin, M. (2016). Economics (11 edition and global edition). England: Pearson Education Limited.Google Scholar
Peng, Y., & Tao, C. (2022). Can digital transformation promote enterprise performance?—From the perspective of public policy and innovation. Journal of Innovation & Knowledge, 7(3), .CrossRefGoogle Scholar
Porter, M. E. (1985). Competitive advantage. New York: Free Press.Google Scholar
Porter, M. E. (1998). On competition. Boston: Harvard Business School Press.Google ScholarPubMed
Porter, M. E. (2008). The five competitive forces that shape strategy. Harvard Business Review, January, 116.Google Scholar
Posner, M. I., & Rothbart, M. K. (2007). Research on attention networks as a model for the integration of psychological science. Annual Review of Psychology, 58(1), 123.CrossRefGoogle Scholar
Rosenblat, A. (2018). Uberland: How algorithms are rewriting the rules of work. Berkeley, CA: University of California Press.CrossRefGoogle Scholar
Sampson, S. E., & Chase, R. B. (2020). Customer contact in a digital world. Journal of Service Management, 31(6), 10611069.CrossRefGoogle Scholar
Savino, T., Petruzzelli, A. M., & Albino, V. (2017). Search and recombination process to innovate: A review of the empirical evidence and a research agenda. International Journal of Management Reviews, 19(1), 5475.CrossRefGoogle Scholar
Schumpeter, J. A. (1934). The theory of economic development. Cambridge, MA: Harvard University Press.Google Scholar
Sebastian, I. M., Ross, J. W., Beath, C., Mocker, M., Moloney, K. G., & Fonstad, N. O. (2017). How big old companies navigate digital transformation. MIS Quarterly, 16(3), 197213.Google Scholar
Silver, D., Huang, A., Maddison, C. J., Guez, A., Sifre, L., Driessche, G. V. D., … Hassabis, D. (2016). Mastering the game of Go with deep neural networks and tree search. Nature, 529(7587), 484489.CrossRefGoogle ScholarPubMed
Singh, S., Sharma, M., & Dhir, S. (2021). Modeling the effects of digital transformation in Indian manufacturing industry. Technology in Society, 67, .CrossRefGoogle Scholar
Smith, P., & Beretta, M. (2021). The Gordian knot of practicing digital transformation: Coping with emergent paradoxes in ambidextrous organizing structures. Journal of Product Innovation Management, 38(1), 166191.CrossRefGoogle Scholar
Sotnyk, I. M., & Goncharenko, O. S. (2015). Formation of ecology and economic mechanism of dematerialization at the enterprise. Marketing and Management of Innovations, 6(2), 258266.Google Scholar
Sturgeon, T. J. (2021). Upgrading strategies for the digital economy. Global Strategy Journal, 11(1), 3457.CrossRefGoogle Scholar
Trittin-Ulbrich, H., Scherer, A. G., Munro, I., & Whelan, G. (2021). Exploring the dark and unexpected sides of digitalization: Toward a critical agenda. Organization, 28(1), 825.CrossRefGoogle Scholar
Tsouri, M., Hansen, T., Hanson, J., & Steen, M. (2020). Knowledge recombination for emerging technological innovations: The case of green shipping. Technovation, 114(June), .Google Scholar
Volberda, H. W., Khanagha, S., Baden-Fuller, C., Mihalache, O. R., & Birkinshaw, J. (2021). Strategizing in a digital world: Overcoming cognitive barriers, reconfiguring routines and introducing new organizational forms. Long Range Planning, 54(5), .CrossRefGoogle Scholar
Weichert, M. (2017). The future of payments: How FinTech players are accelerating customer-driven innovation in financial services. Journal of Payments Strategy & Systems, 11(1), 2333.CrossRefGoogle Scholar
Wen, H., Zhong, Q., & Lee, C.-C. (2022). Digitalization, competition strategy and corporate innovation: Evidence from Chinese manufacturing listed companies. International Review of Financial Analysis, 82, .CrossRefGoogle Scholar
Yadav, M. S., Prabhu, J. C., & Chandy, R. K. (2007). Managing the future: CEO attention and innovation outcomes. Journal of Marketing, 71(4), 84101.CrossRefGoogle Scholar
Zhai, H., Yang, M., & Chan, K. C. (2022). Does digital transformation enhance a firm’s performance? Evidence from China. Technology in Society, 68, .CrossRefGoogle Scholar
Zha, D., & Li, C. (2019). Multi-label dataless text classification with topic modeling. Knowledge and Information Systems, 61(1), 137160.CrossRefGoogle Scholar
Zhang, X., Gao, C., & Zhang, S. (2022). The niche evolution of cross-boundary innovation for Chinese SMEs in the context of digital transformation—Case study based on dynamic capability. Technology in Society, 68, .CrossRefGoogle Scholar