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Unveiling micro-foundations of digital transformation: Cognitive models, routines, and organizational structures in agri-food SMEs

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  • Annosi, Maria Carmela
  • Capo, Francesca
  • Appio, Francesco Paolo
  • Bedetti, Ivan

Abstract

The consequences of digital transformation are becoming more visible and pervasive. Despite extensive research on the technological side of the transformation, emphasizing its discontinuous nature, little is known about how managers reframe their cognitive models, reshape routines, and exploit novel organizational structures to implement digital transformation initiatives. We abductively characterize the micro-foundational elements of cognitive, routines, and organizational structure pillars by building on an integrative theoretical framework and looking at how twenty-four Italian SMEs in the agri-food sector pursue digital transformation. Significant differences emerge between SMEs with high and low levels of technological integration, leading to relevant theoretical and managerial implications on how SMEs can successfully navigate digital transformation. Finally, we open up new avenues for future research.

Suggested Citation

  • Annosi, Maria Carmela & Capo, Francesca & Appio, Francesco Paolo & Bedetti, Ivan, 2023. "Unveiling micro-foundations of digital transformation: Cognitive models, routines, and organizational structures in agri-food SMEs," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    • Handle: RePEc:eee:tefoso:v:197:y:2023:i:c:s0040162523006078
    DOI: 10.1016/j.techfore.2023.122922
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    as
    1. Eller, Robert & Alford, Philip & Kallmünzer, Andreas & Peters, Mike, 2020. "Antecedents, consequences, and challenges of small and medium-sized enterprise digitalization," Journal of Business Research, Elsevier, vol. 112(C), pages 119-127.
    2. Youngjin Yoo & Richard J. Boland & Kalle Lyytinen & Ann Majchrzak, 2012. "Organizing for Innovation in the Digitized World," Organization Science, INFORMS, vol. 23(5), pages 1398-1408, October.
    3. Ates, Aylin & Acur, Nuran, 2022. "Making obsolescence obsolete: Execution of digital transformation in a high-tech manufacturing SME," Journal of Business Research, Elsevier, vol. 152(C), pages 336-348.
    4. Troise, Ciro & Corvello, Vincenzo & Ghobadian, Abby & O'Regan, Nicholas, 2022. "How can SMEs successfully navigate VUCA environment: The role of agility in the digital transformation era," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    5. Müller, Julian Marius & Buliga, Oana & Voigt, Kai-Ingo, 2018. "Fortune favors the prepared: How SMEs approach business model innovations in Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 2-17.
    6. Jonas Soluk & Nadine Kammerlander, 2021. "Digital transformation in family-owned Mittelstand firms: A dynamic capabilities perspective," European Journal of Information Systems, Taylor & Francis Journals, vol. 30(6), pages 676-711, November.
    7. Jafari-Sadeghi, Vahid & Amoozad Mahdiraji, Hannan & Busso, Donatella & Yahiaoui, Dorra, 2022. "Towards agility in international high-tech SMEs: Exploring key drivers and main outcomes of dynamic capabilities," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    8. Santarelli, Enrico & D'Altri, Samuele, 2003. "The Diffusion of E-Commerce Among SMEs: Theoretical Implications and Empirical Evidence," Small Business Economics, Springer, vol. 21(3), pages 273-283, November.
    9. Boumediene Ramdani & Siddhartha Raja & Marina Kayumova, 2022. "Digital innovation in SMEs: a systematic review, synthesis and research agenda," Information Technology for Development, Taylor & Francis Journals, vol. 28(1), pages 56-80, January.
    10. Khurana, Indu & Dutta, Dev K. & Singh Ghura, Amarpreet, 2022. "SMEs and digital transformation during a crisis: The emergence of resilience as a second-order dynamic capability in an entrepreneurial ecosystem," Journal of Business Research, Elsevier, vol. 150(C), pages 623-641.
    11. Kristin Behfar & Gerardo A. Okhuysen, 2018. "Perspective—Discovery Within Validation Logic: Deliberately Surfacing, Complementing, and Substituting Abductive Reasoning in Hypothetico-Deductive Inquiry," Organization Science, INFORMS, vol. 29(2), pages 323-340, April.
    12. Bouwman, Harry & Nikou, Shahrokh & de Reuver, Mark, 2019. "Digitalization, business models, and SMEs: How do business model innovation practices improve performance of digitalizing SMEs?," Telecommunications Policy, Elsevier, vol. 43(9).
    13. Kathleen M. Eisenhardt & Jeffrey A. Martin, 2000. "Dynamic capabilities: what are they?," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1105-1121, October.
    14. Giovanni Gavetti, 2005. "Cognition and Hierarchy: Rethinking the Microfoundations of Capabilities’ Development," Organization Science, INFORMS, vol. 16(6), pages 599-617, December.
    15. 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.
    16. Oluwasola Oni & Anastasia Papazafeiropoulou, 2014. "Diverse views on IT innovation diffusion among SMEs: Influencing factors of broadband adoption," Information Systems Frontiers, Springer, vol. 16(4), pages 729-747, September.
    17. Tekic, Zeljko & Koroteev, Dmitry, 2019. "From disruptively digital to proudly analog: A holistic typology of digital transformation strategies," Business Horizons, Elsevier, vol. 62(6), pages 683-693.
    18. Cozzolino, Alessio & Corbo, Leonardo & Aversa, Paolo, 2021. "Digital platform-based ecosystems: The evolution of collaboration and competition between incumbent producers and entrant platforms," Journal of Business Research, Elsevier, vol. 126(C), pages 385-400.
    19. Dwivedi, Yogesh K. & Balakrishnan, Janarthanan & Das, Ronnie & Dutot, Vincent, 2023. "Resistance to innovation: A dynamic capability model based enquiry into retailers’ resistance to blockchain adaptation," Journal of Business Research, Elsevier, vol. 157(C).
    20. Li, Feng, 2020. "The digital transformation of business models in the creative industries: A holistic framework and emerging trends," Technovation, Elsevier, vol. 92.
    21. Tian, Jiamian & Coreynen, Wim & Matthyssens, Paul & Shen, Lei, 2022. "Platform-based servitization and business model adaptation by established manufacturers," Technovation, Elsevier, vol. 118(C).
    22. Marcon, Érico & Le Dain, Marie-Anne & Frank, Alejandro G., 2022. "Designing business models for Industry 4.0 technologies provision: Changes in business dimensions through digital transformation," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    23. Denicolai, Stefano & Zucchella, Antonella & Magnani, Giovanna, 2021. "Internationalization, digitalization, and sustainability: Are SMEs ready? A survey on synergies and substituting effects among growth paths," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    24. Vasco Eiriz & Natália Barbosa & Vítor Ferreira, 2019. "Impacts of Technology Adoption by Small Independent Food Retailers," Journal of Small Business Management, Taylor & Francis Journals, vol. 57(4), pages 1485-1505, October.
    25. Fernandez-Vidal, Jorge & Gonzalez, Reyes & Gasco, Jose & Llopis, Juan, 2022. "Digitalization and corporate transformation: The case of European oil & gas firms," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    26. Saridakis, George & Lai, Yanqing & Mohammed, Anne-Marie & Hansen, Jared M., 2018. "Industry characteristics, stages of E-commerce communications, and entrepreneurs and SMEs revenue growth," Technological Forecasting and Social Change, Elsevier, vol. 128(C), pages 56-66.
    27. Sascha Kraus & Paul Jones & Norbert Kailer & Alexandra Weinmann & Nuria Chaparro-Banegas & Norat Roig-Tierno, 2021. "Digital Transformation: An Overview of the Current State of the Art of Research," SAGE Open, , vol. 11(3), pages 21582440211, September.
    28. 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.
    29. Monideepa Tarafdar & Sufian Qrunfleh, 2017. "Agile supply chain strategy and supply chain performance: complementary roles of supply chain practices and information systems capability for agility," International Journal of Production Research, Taylor & Francis Journals, vol. 55(4), pages 925-938, February.
    30. David J. Collis, 1994. "Research Note: How Valuable are Organizational Capabilities?," Strategic Management Journal, Wiley Blackwell, vol. 15(S1), pages 143-152, December.
    31. Blanka, Christine & Krumay, Barbara & Rueckel, David, 2022. "The interplay of digital transformation and employee competency: A design science approach," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    32. James P. Walsh, 1995. "Managerial and Organizational Cognition: Notes from a Trip Down Memory Lane," Organization Science, INFORMS, vol. 6(3), pages 280-321, June.
    33. Malodia, Suresh & Mishra, Mahima & Fait, Monica & Papa, Armando & Dezi, Luca, 2023. "To digit or to head? Designing digital transformation journey of SMEs among digital self-efficacy and professional leadership," Journal of Business Research, Elsevier, vol. 157(C).
    34. André Hanelt & René Bohnsack & David Marz & Cláudia Antunes Marante, 2021. "A Systematic Review of the Literature on Digital Transformation: Insights and Implications for Strategy and Organizational Change," Journal of Management Studies, Wiley Blackwell, vol. 58(5), pages 1159-1197, July.
    35. Saeed Khanagha & Mohammad Taghi Ramezan Zadeh & Oli R. Mihalache & Henk W. Volberda, 2018. "Embracing Bewilderment: Responding to Technological Disruption in Heterogeneous Market Environments," Journal of Management Studies, Wiley Blackwell, vol. 55(7), pages 1079-1121, November.
    36. 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.
    37. Francesco Castagna & Piera Centobelli & Roberto Cerchione & Emilio Esposito & Eugenio Oropallo & Renato Passaro, 2020. "Customer Knowledge Management in SMEs Facing Digital Transformation," Sustainability, MDPI, vol. 12(9), pages 1-16, May.
    38. Han, Hui & Trimi, Silvana, 2022. "Towards a data science platform for improving SME collaboration through Industry 4.0 technologies," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    39. Antonia Madrid‐guijarro & Domingo Garcia & Howard Van auken, 2009. "Barriers to Innovation among Spanish Manufacturing SMEs," Journal of Small Business Management, Taylor & Francis Journals, vol. 47(4), pages 465-488, October.
    40. Battistoni, Elisa & Gitto, Simone & Murgia, Gianluca & Campisi, Domenico, 2023. "Adoption paths of digital transformation in manufacturing SME," International Journal of Production Economics, Elsevier, vol. 255(C).
    41. Dubois, Anna & Gadde, Lars-Erik, 2002. "Systematic combining: an abductive approach to case research," Journal of Business Research, Elsevier, vol. 55(7), pages 553-560, July.
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