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Creating new tech entrepreneurs with digital platforms: Meta-organizations for shared value in data-driven retail ecosystems

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  • Battisti, Sandro
  • Agarwal, Nivedita
  • Brem, Alexander

Abstract

Creating technologically focused entrepreneurs is a crucial endeavor worldwide, especially with the exponential growth of artificial intelligence (AI) innovation. This research explores meta-organizations that enable new business models in the retail domain by acting as a powerful mechanism to support entrepreneurs in extracting value from data. This study investigates how meta-organizations engage users and empower tech entrepreneurs to create shared value by developing social innovation. This research involves an in-depth and longitudinal unique case study of a meta-organization operating in Italy, Germany, and Finland. Results indicate that the flexible structure of meta-organizations can effectively guide stakeholders of different mindsets to offer support to high-tech startups. AI-based platforms are a reliable alternative to tackle critical social issues in order to improve economic growth and increase people's performance in a stressful, competitive environment, such as the retail sector. The findings affirm that AI-based innovation orchestrated by meta-organizations can enable new business models by creating shared value for society. Seven critical success factors with implications for theory and practice are discussed, and a new model for AI-driven entrepreneurship is proposed.

Suggested Citation

  • Battisti, Sandro & Agarwal, Nivedita & Brem, Alexander, 2022. "Creating new tech entrepreneurs with digital platforms: Meta-organizations for shared value in data-driven retail ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    • Handle: RePEc:eee:tefoso:v:175:y:2022:i:c:s0040162521008234
    DOI: 10.1016/j.techfore.2021.121392
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    as
    1. Gavrila Gavrila, Sorin & de Lucas Ancillo, Antonio, 2021. "Spanish SMEs’ digitalization enablers: E-Receipt applications to the offline retail market," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    2. Haefner, Naomi & Wincent, Joakim & Parida, Vinit & Gassmann, Oliver, 2021. "Artificial intelligence and innovation management: A review, framework, and research agenda✰," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    3. Janthorn Sinthupundaja & Y. Kohda & N. Chiadamrong, 2020. "Examining Capabilities of Social Entrepreneurship for Shared Value Creation," Journal of Social Entrepreneurship, Taylor & Francis Journals, vol. 11(1), pages 1-22, January.
    4. Rampersad, Giselle, 2020. "Robot will take your job: Innovation for an era of artificial intelligence," Journal of Business Research, Elsevier, vol. 116(C), pages 68-74.
    5. Nam, Taewoo, 2019. "Technology usage, expected job sustainability, and perceived job insecurity," Technological Forecasting and Social Change, Elsevier, vol. 138(C), pages 155-165.
    6. Liu, Jun & Chang, Huihong & Forrest, Jeffrey Yi-Lin & Yang, Baohua, 2020. "Influence of artificial intelligence on technological innovation: Evidence from the panel data of china's manufacturing sectors," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    7. Bugshan, Hatem & Attar, Razaz Waheeb, 2020. "Social commerce information sharing and their impact on consumers," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    8. Angelo Presenza & Tindara Abbate & Fabrizio Cesaroni & Francesco Paolo Appio, 2019. "Enacting Social Crowdfunding Business Ecosystems: The case of the platform Meridonare," Post-Print halshs-02292357, HAL.
    9. Li, Chia-Ying, 2019. "How social commerce constructs influence customers' social shopping intention? An empirical study of a social commerce website," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 282-294.
    10. Sandro Battisti, 2019. "Digital Social Entrepreneurs as Bridges in Public–Private Partnerships," Journal of Social Entrepreneurship, Taylor & Francis Journals, vol. 10(2), pages 135-158, May.
    11. Bradlow, Eric T. & Gangwar, Manish & Kopalle, Praveen & Voleti, Sudhir, 2017. "The Role of Big Data and Predictive Analytics in Retailing," Journal of Retailing, Elsevier, vol. 93(1), pages 79-95.
    12. Acquila-Natale, Emiliano & Iglesias-Pradas, Santiago, 2021. "A matter of value? Predicting channel preference and multichannel behaviors in retail," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    13. Elia, Gianluca & Margherita, Alessandro & Passiante, Giuseppina, 2020. "Digital entrepreneurship ecosystem: How digital technologies and collective intelligence are reshaping the entrepreneurial process," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    14. Brem, Alexander & Bilgram, Volker & Marchuk, Anna, 2019. "How crowdfunding platforms change the nature of user innovation – from problem solving to entrepreneurship," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 348-360.
    15. Héloïse Berkowitz & Hervé Dumez, 2016. "The Concept of Meta-Organization: Issues for Management Studies," Post-Print hal-01380375, HAL.
    16. Juha Winter & Sandro Battisti & Thommie Burström & Sakari Luukkainen, 2018. "Exploring the Success Factors of Mobile Business Ecosystems," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 15(03), pages 1-23, June.
    17. Kathryn Pavlovich & Patricia Corner, 2014. "Conscious Enterprise Emergence: Shared Value Creation Through Expanded Conscious Awareness," Journal of Business Ethics, Springer, vol. 121(3), pages 341-351, May.
    18. Brem, Alexander & Viardot, Eric & Nylund, Petra A., 2021. "Implications of the coronavirus (COVID-19) outbreak for innovation: Which technologies will improve our lives?," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    19. Pustovrh, Ales & Rangus, Kaja & Drnovšek, Mateja, 2020. "The role of open innovation in developing an entrepreneurial support ecosystem," Technological Forecasting and Social Change, Elsevier, vol. 152(C).
    20. von Briel, Frederik, 2018. "The future of omnichannel retail: A four-stage Delphi study," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 217-229.
    21. Makarius, Erin E. & Mukherjee, Debmalya & Fox, Joseph D. & Fox, Alexa K., 2020. "Rising with the machines: A sociotechnical framework for bringing artificial intelligence into the organization," Journal of Business Research, Elsevier, vol. 120(C), pages 262-273.
    22. Matthias S. Fifka & Samuel O. Idowu, 2013. "Sustainability and Social Innovation," CSR, Sustainability, Ethics & Governance, in: Thomas Osburg & René Schmidpeter (ed.), Social Innovation, edition 127, pages 309-315, Springer.
    23. Zaheer, Hasnain & Breyer, Yvonne & Dumay, John, 2019. "Digital entrepreneurship: An interdisciplinary structured literature review and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
    24. Ogink, Timko & Dong, John Qi, 2019. "Stimulating innovation by user feedback on social media: The case of an online user innovation community," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 295-302.
    25. Ahrne, Göran & Brunsson, Nils, 2005. "Organizations and meta-organizations," Scandinavian Journal of Management, Elsevier, vol. 21(4), pages 429-449, December.
    26. Gupta, Parul & Chauhan, Sumedha & Paul, Justin & Jaiswal, M.P., 2020. "Social entrepreneurship research: A review and future research agenda," Journal of Business Research, Elsevier, vol. 113(C), pages 209-229.
    27. Ilias O. Pappas & Patrick Mikalef & Michail N. Giannakos & John Krogstie & George Lekakos, 2018. "Big data and business analytics ecosystems: paving the way towards digital transformation and sustainable societies," Information Systems and e-Business Management, Springer, vol. 16(3), pages 479-491, August.
    28. Héloïse Berkowitz, 2018. "Meta-organizing firms' capabilities for sustainable innovation: A conceptual framework," Post-Print hal-01897722, HAL.
    29. Radnejad, Amir Bahman & Vredenburg, Harrie & Woiceshyn, Jaana, 2017. "Meta-organizing for open innovation under environmental and social pressures in the oil industry," Technovation, Elsevier, vol. 66, pages 14-27.
    30. Marchand, André & Marx, Paul, 2020. "Automated Product Recommendations with Preference-Based Explanations," Journal of Retailing, Elsevier, vol. 96(3), pages 328-343.
    31. Presenza, Angelo & Abbate, Tindara & Cesaroni, Fabrizio & Appio, Francesco Paolo, 2019. "Enacting Social Crowdfunding Business Ecosystems: The case of the platform Meridonare," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 190-201.
    32. Grover, Purva & Kar, Arpan Kumar, 2020. "User engagement for mobile payment service providers – introducing the social media engagement model," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    33. Rosca, Eugenia & Agarwal, Nivedita & Brem, Alexander, 2020. "Women entrepreneurs as agents of change: A comparative analysis of social entrepreneurship processes in emerging markets," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    34. Trocin, Cristina & Hovland, Ingrid Våge & Mikalef, Patrick & Dremel, Christian, 2021. "How Artificial Intelligence affords digital innovation: A cross-case analysis of Scandinavian companies," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    35. Wang, Yichuan & Kung, LeeAnn & Byrd, Terry Anthony, 2018. "Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 3-13.
    36. Dacko, Scott G., 2017. "Enabling smart retail settings via mobile augmented reality shopping apps," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 243-256.
    37. Sandro Battisti, 2014. "Social innovation in living labs: the micro-level process model of public-private partnerships," International Journal of Innovation and Regional Development, Inderscience Enterprises Ltd, vol. 5(4/5), pages 328-348.
    38. Marlen Gabriele Arnold, 2011. "The role of open innovation in strengthening corporate responsibility," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 3(3), pages 361-379.
    39. Brem, Alexander & Radziwon, Agnieszka, 2017. "Efficient Triple Helix collaboration fostering local niche innovation projects – A case from Denmark," Technological Forecasting and Social Change, Elsevier, vol. 123(C), pages 130-141.
    40. Luo, Nuan & Wang, Yu & Zhang, Mingli & Niu, Tao & Tu, Jianbo, 2020. "Integrating community and e-commerce to build a trusted online second-hand platform: Based on the perspective of social capital," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
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