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Modeling the effects of digital transformation in Indian manufacturing industry

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  • Singh, Shiwangi
  • Sharma, Meenakshi
  • Dhir, Sanjay

Abstract

Digital transformation has become the new norm and is perceived as an important component to transform the firms’ businesses. It has revolutionized the way in which firms conduct their businesses. However, the literature has not widely examined the holistic impact of key antecedents of digital transformation on manufacturing firm performance. The study aims to identify the antecedents of digital transformation and demonstrates the mediating role of digital transformation on firm performance. Using PLS-SEM modeling reveals that there is a considerable impact of competitive pressure, organizational mindfulness, IT readiness, and strategic alignment on digital transformation. Also, digital transformation mediates the effects of the antecedents on the performance of the firm. The practitioners and firms would be motivated to seize the digital transformation advantages as an opportunity to improve firm performance.

Suggested Citation

  • Singh, Shiwangi & Sharma, Meenakshi & Dhir, Sanjay, 2021. "Modeling the effects of digital transformation in Indian manufacturing industry," Technology in Society, Elsevier, vol. 67(C).
  • Handle: RePEc:eee:teinso:v:67:y:2021:i:c:s0160791x21002384
    DOI: 10.1016/j.techsoc.2021.101763
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    References listed on IDEAS

    as
    1. Li, Huanli & Wu, Yun & Cao, Dongmei & Wang, Yichuan, 2021. "Organizational mindfulness towards digital transformation as a prerequisite of information processing capability to achieve market agility," Journal of Business Research, Elsevier, vol. 122(C), pages 700-712.
    2. Llopis-Albert, Carlos & Rubio, Francisco & Valero, Francisco, 2021. "Impact of digital transformation on the automotive industry," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    3. Matt, C. & Hess, Thomas & Benlian, Alexander, 2015. "Digital Transformation Strategies," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 75002, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    4. Rajiv Sabherwal & Yolande E. Chan, 2001. "Alignment Between Business and IS Strategies: A Study of Prospectors, Analyzers, and Defenders," Information Systems Research, INFORMS, vol. 12(1), pages 11-33, March.
    5. Shiwangi Singh & Sanjay Dhir, 2019. "Structured review using TCCM and bibliometric analysis of international cause-related marketing, social marketing, and innovation of the firm," International Review on Public and Nonprofit Marketing, Springer;International Association of Public and Non-Profit Marketing, vol. 16(2), pages 335-347, December.
    6. Zheng, Wei & Yang, Baiyin & McLean, Gary N., 2010. "Linking organizational culture, structure, strategy, and organizational effectiveness: Mediating role of knowledge management," Journal of Business Research, Elsevier, vol. 63(7), pages 763-771, July.
    7. Bresciani, Stefano & Ferraris, Alberto & Del Giudice, Manlio, 2018. "The management of organizational ambidexterity through alliances in a new context of analysis: Internet of Things (IoT) smart city projects," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 331-338.
    8. Shiwangi Singh & Ismail Akbani & Sanjay Dhir, 2020. "Service innovation implementation: a systematic review and research agenda," The Service Industries Journal, Taylor & Francis Journals, vol. 40(7-8), pages 491-517, June.
    9. Chowdhury, Soumitra & Åkesson, Maria & Thomsen, Michel, 2021. "Service innovation in digitalized product platforms: An illustration of the implications of generativity on remote diagnostics of public transport buses," Technology in Society, Elsevier, vol. 65(C).
    10. Halpern, Nigel & Mwesiumo, Deodat & Suau-Sanchez, Pere & Budd, Thomas & Bråthen, Svein, 2021. "Ready for digital transformation? The effect of organisational readiness, innovation, airport size and ownership on digital change at airports," Journal of Air Transport Management, Elsevier, vol. 90(C).
    11. Srivastava, Saurabh & Singh, Shiwangi & Dhir, Sanjay, 2020. "Culture and International business research: A review and research agenda," International Business Review, Elsevier, vol. 29(4).
    12. Gregory, Brian T. & Harris, Stanley G. & Armenakis, Achilles A. & Shook, Christopher L., 2009. "Organizational culture and effectiveness: A study of values, attitudes, and organizational outcomes," Journal of Business Research, Elsevier, vol. 62(7), pages 673-679, July.
    13. Christian Matt & Thomas Hess & Alexander Benlian, 2015. "Digital Transformation Strategies," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 57(5), pages 339-343, October.
    14. Kersten, Wolfgang & Blecker, Thorsten & Ringle, Christian M. (ed.), 2019. "Artificial Intelligence and Digital Transformation in Supply Chain Management: Innovative Approaches for Supply Chains," Proceedings of the Hamburg International Conference of Logistics (HICL), Hamburg University of Technology (TUHH), Institute of Business Logistics and General Management, volume 27, number 27.
    15. 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.
    16. Peter Madsen & Vinit Desai & Karlene Roberts & Daniel Wong, 2006. "Mitigating Hazards Through Continuing Design: The Birth and Evolution of a Pediatric Intensive Care Unit," Organization Science, INFORMS, vol. 17(2), pages 239-248, April.
    17. Siah Hwee Ang, 2008. "Competitive intensity and collaboration: impact on firm growth across technological environments," Strategic Management Journal, Wiley Blackwell, vol. 29(10), pages 1057-1075, October.
    18. Hogan, Suellen J. & Coote, Leonard V., 2014. "Organizational culture, innovation, and performance: A test of Schein's model," Journal of Business Research, Elsevier, vol. 67(8), pages 1609-1621.
    19. Selimović, Jasmina & Pilav-Velić, Amila & Krndžija, Lamija, 2021. "Digital workplace transformation in the financial service sector: Investigating the relationship between employees' expectations and intentions," Technology in Society, Elsevier, vol. 66(C).
    20. Shiwangi Singh & Justin Paul & Sanjay Dhir, 2021. "Innovation implementation in Asia-Pacific countries: a review and research agenda," Asia Pacific Business Review, Taylor & Francis Journals, vol. 27(2), pages 180-208, March.
    21. Kraus, Sascha & Schiavone, Francesco & Pluzhnikova, Anna & Invernizzi, Anna Chiara, 2021. "Digital transformation in healthcare: Analyzing the current state-of-research," Journal of Business Research, Elsevier, vol. 123(C), pages 557-567.
    22. Matthess, Marcel & Kunkel, Stefanie, 2020. "Structural change and digitalization in developing countries: Conceptually linking the two transformations," Technology in Society, Elsevier, vol. 63(C).
    23. Verhoef, Peter C. & Broekhuizen, Thijs & Bart, Yakov & Bhattacharya, Abhi & Qi Dong, John & Fabian, Nicolai & Haenlein, Michael, 2021. "Digital transformation: A multidisciplinary reflection and research agenda," Journal of Business Research, Elsevier, vol. 122(C), pages 889-901.
    24. Gong, Cheng & Ribiere, Vincent, 2021. "Developing a unified definition of digital transformation," Technovation, Elsevier, vol. 102(C).
    25. Sinan Aral & Peter Weill, 2007. "IT Assets, Organizational Capabilities, and Firm Performance: How Resource Allocations and Organizational Differences Explain Performance Variation," Organization Science, INFORMS, vol. 18(5), pages 763-780, October.
    26. Saarikko, Ted & Westergren, Ulrika H. & Blomquist, Tomas, 2020. "Digital transformation: Five recommendations for the digitally conscious firm," Business Horizons, Elsevier, vol. 63(6), pages 825-839.
    27. Melović, Boban & Jocović, Mijat & Dabić, Marina & Vulić, Tamara Backović & Dudic, Branislav, 2020. "The impact of digital transformation and digital marketing on the brand promotion, positioning and electronic business in Montenegro," Technology in Society, Elsevier, vol. 63(C).
    28. Matt, C. & Hess, Thomas & Benlian, Alexander, 2015. "Digital Transformation Strategies," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 75202, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    29. Safarov, Nuriiar, 2021. "Personal experiences of digital public services access and use: Older migrants’ digital choices," Technology in Society, Elsevier, vol. 66(C).
    30. Martínez-Caro, Eva & Cegarra-Navarro, Juan Gabriel & Alfonso-Ruiz, Francisco Javier, 2020. "Digital technologies and firm performance: The role of digital organisational culture," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    31. Matarazzo, Michela & Penco, Lara & Profumo, Giorgia & Quaglia, Roberto, 2021. "Digital transformation and customer value creation in Made in Italy SMEs: A dynamic capabilities perspective," Journal of Business Research, Elsevier, vol. 123(C), pages 642-656.
    32. Singh, Shiwangi & Dhir, Sanjay & Das, V. Mukunda & Sharma, Anuj, 2020. "Bibliometric overview of the Technological Forecasting and Social Change journal: Analysis from 1970 to 2018," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    33. Daniel Schallmo & Christopher A. Williams & Luke Boardman, 2017. "Digital Transformation Of Business Models — Best Practice, Enablers, And Roadmap," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 21(08), pages 1-17, December.
    34. Li, Feng & Lu, Hui & Hou, Meiqian & Cui, Kangle & Darbandi, Mehdi, 2021. "Customer satisfaction with bank services: The role of cloud services, security, e-learning and service quality," Technology in Society, Elsevier, vol. 64(C).
    35. Porfírio, José António & Carrilho, Tiago & Felício, José Augusto & Jardim, Jacinto, 2021. "Leadership characteristics and digital transformation," Journal of Business Research, Elsevier, vol. 124(C), pages 610-619.
    36. Margherita Pagani & Catherine Pardo, 2017. "The impact of digital technology on relationships in a business network," Post-Print hal-02312032, HAL.
    37. Nylén, Daniel & Holmström, Jonny, 2015. "Digital innovation strategy: A framework for diagnosing and improving digital product and service innovation," Business Horizons, Elsevier, vol. 58(1), pages 57-67.
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