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Big data in family firms: A socioemotional wealth perspective

Author

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  • Arzubiaga, Unai
  • Diaz-Moriana, Vanessa
  • Bauweraerts, Jonathan
  • Escobar, Octavio

Abstract

Since about 2010, big data analysis has drastically changed the landscape of information management by becoming a central topic in the academic literature of several fields. Despite the significant contribution of family firms to the economic fabric worldwide and their unique decision-making processes, there is a lack of research investigating big data in family-owned businesses. To address this gap, this article draws on the socioemotional wealth (SEW) perspective and its FIBER model to conceptually investigate its role in family firms’ decision to implement big data. We introduce a set of propositions and a framework linking the FIBER dimensions to the likeliness of implementing big data in family firms. Our research thus contributes to a more fine-grained understanding of the decision-making process in family firms.

Suggested Citation

  • Arzubiaga, Unai & Diaz-Moriana, Vanessa & Bauweraerts, Jonathan & Escobar, Octavio, 2021. "Big data in family firms: A socioemotional wealth perspective," European Management Journal, Elsevier, vol. 39(3), pages 344-352.
  • Handle: RePEc:eee:eurman:v:39:y:2021:i:3:p:344-352
    DOI: 10.1016/j.emj.2020.10.006
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    as
    1. David Souder & Akbar Zaheer & Harry Sapienza & Rebecca Ranucci, 2017. "How family influence, socioemotional wealth, and competitive conditions shape new technology adoption," Strategic Management Journal, Wiley Blackwell, vol. 38(9), pages 1774-1790, September.
    2. David L. Deephouse & Peter Jaskiewicz, 2013. "Do Family Firms Have Better Reputations Than Non-Family Firms? An Integration of Socioemotional Wealth and Social Identity Theories," Journal of Management Studies, Wiley Blackwell, vol. 50(3), pages 337-360, May.
    3. Luis Gomez-Mejia & Cristina Cruz & Claudia Imperatore, 2014. "Financial Reporting and the Protection of Socioemotional Wealth in Family-Controlled Firms," European Accounting Review, Taylor & Francis Journals, vol. 23(3), pages 387-402, September.
    4. Rosalia Santulli & Mariateresa Torchia & Andrea Calabrò & Carmen Gallucci, 2019. "Family ownership concentration and firm internationalization: integrating principal-principal and socioemotional wealth perspectives," Journal of International Entrepreneurship, Springer, vol. 17(2), pages 220-248, June.
    5. Jess H. Chua & James J. Chrisman & Alfredo De Massis, 2015. "A Closer Look at Socioemotional Wealth: Its Flows, Stocks, and Prospects for Moving Forward," Entrepreneurship Theory and Practice, , vol. 39(2), pages 173-182, March.
    6. Azar, Goudarz & Ciabuschi, Francesco, 2017. "Organizational innovation, technological innovation, and export performance: The effects of innovation radicalness and extensiveness," International Business Review, Elsevier, vol. 26(2), pages 324-336.
    7. Debicki, Bart J. & Kellermanns, Franz W. & Chrisman, James J. & Pearson, Allison W. & Spencer, Barbara A., 2016. "Development of a socioemotional wealth importance (SEWi) scale for family firm research," Journal of Family Business Strategy, Elsevier, vol. 7(1), pages 47-57.
    8. Sivarajah, Uthayasankar & Kamal, Muhammad Mustafa & Irani, Zahir & Weerakkody, Vishanth, 2017. "Critical analysis of Big Data challenges and analytical methods," Journal of Business Research, Elsevier, vol. 70(C), pages 263-286.
    9. Isabelle Le Breton-Miller & Danny Miller, 2018. "Beyond the Firm: Business Families as Entrepreneurs," Entrepreneurship Theory and Practice, , vol. 42(4), pages 527-536, July.
    10. David G. Sirmon & Michael A. Hitt, 2003. "Managing Resources: Linking Unique Resources, Management, and Wealth Creation in Family Firms," Entrepreneurship Theory and Practice, , vol. 27(4), pages 339-358, October.
    11. William S. Schulze & Franz W. Kellermanns, 2015. "Reifying Socioemotional Wealth," Entrepreneurship Theory and Practice, , vol. 39(3), pages 447-459, May.
    12. Jiao, Hao & Yang, Dan & Gao, Minghua & Xie, Peihong & Wu, Yibing, 2016. "Entrepreneurial ability and technological innovation: Evidence from publicly listed companies in an emerging economy," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 164-170.
    13. Isabelle Le Breton-Miller & Danny Miller, 2009. "Agency vs. Stewardship in Public Family Firms: A Social Embeddedness Reconciliation," Entrepreneurship Theory and Practice, , vol. 33(6), pages 1169-1191, November.
    14. Erevelles, Sunil & Fukawa, Nobuyuki & Swayne, Linda, 2016. "Big Data consumer analytics and the transformation of marketing," Journal of Business Research, Elsevier, vol. 69(2), pages 897-904.
    15. Alonso-Dos-Santos, Manuel & Llanos-Contreras, Orlando, 2019. "Family business performance in a post-disaster scenario: The influence of socioemotional wealth importance and entrepreneurial orientation," Journal of Business Research, Elsevier, vol. 101(C), pages 492-498.
    16. Unai Arzubiaga & Amaia Maseda & Txomin Iturralde, 2019. "Exploratory and exploitative innovation in family businesses: the moderating role of the family firm image and family involvement in top management," Review of Managerial Science, Springer, vol. 13(1), pages 1-31, February.
    17. Vincent Molly & Lorraine M. Uhlaner & Alfredo De Massis & Eddy Laveren, 2019. "Family-centered goals, family board representation, and debt financing," Small Business Economics, Springer, vol. 53(1), pages 269-286, June.
    18. Matthias Filser & Alfredo de Massis & Johanna Gast & Sascha Kraus & Thomas Niemand, 2018. "Tracing the Roots of Innovativeness in Family SMEs," Post-Print hal-02057212, HAL.
    19. Ron Adner & Rahul Kapoor, 2010. "Value creation in innovation ecosystems: how the structure of technological interdependence affects firm performance in new technology generations," Strategic Management Journal, Wiley Blackwell, vol. 31(3), pages 306-333, March.
    20. Giacomo Laffranchini & John S Hadjimarcou & Si Hyun Kim, 2020. "The Impact of Socioemotional Wealth on Decline-Stemming Strategies of Family Firms," Entrepreneurship Theory and Practice, , vol. 44(2), pages 185-210, March.
    21. De Massis, Alfredo & Kotlar, Josip & Campopiano, Giovanna & Cassia, Lucio, 2013. "Dispersion of family ownership and the performance of small-to-medium size private family firms," Journal of Family Business Strategy, Elsevier, vol. 4(3), pages 166-175.
    22. Shainaz Firfiray & Cristina Cruz & Ionela Neacsu & Luis Gomez-Mejia, 2018. "Is nepotism so bad for family firms? A socioemotional wealth approach," Post-Print hal-02001706, HAL.
    23. Lucia Naldi & Carmelo Cennamo & Guido Corbetta & Luis Gomez–Mejia, 2013. "Preserving Socioemotional Wealth in Family Firms: Asset or Liability? The Moderating Role of Business Context," Entrepreneurship Theory and Practice, , vol. 37(6), pages 1341-1360, November.
    24. G.T. Lumpkin & Keith H. Brigham & Todd W. Moss, 2010. "Long-term orientation: Implications for the entrepreneurial orientation and performance of family businesses," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 22(3-4), pages 241-264, May.
    25. Mikalef, Patrick & Boura, Maria & Lekakos, George & Krogstie, John, 2019. "Big data analytics and firm performance: Findings from a mixed-method approach," Journal of Business Research, Elsevier, vol. 98(C), pages 261-276.
    26. Alessandro Minichilli & Guido Corbetta & Ian C. MacMillan, 2010. "Top Management Teams in Family‐Controlled Companies: ‘Familiness’, ‘Faultlines’, and Their Impact on Financial Performance," Journal of Management Studies, Wiley Blackwell, vol. 47(2), pages 205-222, March.
    27. Danny Miller & Isabelle Le Breton–Miller, 2014. "Deconstructing Socioemotional Wealth," Entrepreneurship Theory and Practice, , vol. 38(4), pages 713-720, July.
    28. Torsten M. Pieper & Anne D. Smith & Jerry Kudlats & Joseph H. Astrachan, 2015. "The Persistence of Multifamily Firms: Founder Imprinting, Simple Rules, and Monitoring Processes," Entrepreneurship Theory and Practice, , vol. 39(6), pages 1313-1337, November.
    29. Caesarius, Leon Michael & Hohenthal, Jukka, 2018. "Searching for big data," Scandinavian Journal of Management, Elsevier, vol. 34(2), pages 129-140.
    30. Vanessa Diaz-Moriana & Eric Clinton & Nadine Kammerlander & G. T. Lumpkin & Justin B. Craig, 2020. "Innovation Motives in Family Firms: A Transgenerational View," Entrepreneurship Theory and Practice, , vol. 44(2), pages 256-287, March.
    31. William S. Schulze & Michael H. Lubatkin & Richard N. Dino & Ann K. Buchholtz, 2001. "Agency Relationships in Family Firms: Theory and Evidence," Organization Science, INFORMS, vol. 12(2), pages 99-116, April.
    32. Patricio Duran & Marcelo Ortiz, 2020. "When More Is Better: Multifamily Firms and Firm Performance," Entrepreneurship Theory and Practice, , vol. 44(4), pages 761-783, July.
    33. James J. Chrisman & Jess H. Chua & Reginald A. Litz, 2004. "Comparing the Agency Costs of Family and Non–Family Firms: Conceptual Issues and Exploratory Evidence," Entrepreneurship Theory and Practice, , vol. 28(4), pages 335-354, July.
    34. Dieleman, Marleen, 2019. "Reaping what you sow: The family firm innovation trajectory," Journal of Family Business Strategy, Elsevier, vol. 10(4).
    35. Talke, Katrin & Salomo, Sören & Rost, Katja, 2010. "How top management team diversity affects innovativeness and performance via the strategic choice to focus on innovation fields," Research Policy, Elsevier, vol. 39(7), pages 907-918, September.
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    2. Chii-Shyan Kuo, 2022. "Family firms, tax avoidance, and socioemotional wealth: evidence from tax reform in Taiwan," Review of Quantitative Finance and Accounting, Springer, vol. 58(4), pages 1535-1572, May.
    3. Mangiò, Federico & Mismetti, Marco & Lissana, Elena & Andreini, Daniela, 2023. "That's the Press, Baby! How journalists co-create family business brands meanings: A mixed method analysis," Journal of Business Research, Elsevier, vol. 161(C).
    4. Taewoo Kim & Jennifer C. Sexton & Laura E. Marler, 2023. "Innovation as a mixed gamble in family firms: the moderating effect of inter-organizational cooperation," Small Business Economics, Springer, vol. 60(4), pages 1389-1408, April.
    5. Ismael Barros-Contreras & Jesús Manuel Palma-Ruiz & Angel Torres-Toukoumidis, 2021. "Organizational Capabilities for Family Firm Sustainability: The Role of Knowledge Accumulation and Family Essence," Sustainability, MDPI, vol. 13(10), pages 1-17, May.
    6. Manel Plana-Farran & José Luis Gallizo, 2021. "The Survival of Family Farms: Socioemotional Wealth (SEW) and Factors Affecting Intention to Continue the Business," Agriculture, MDPI, vol. 11(6), pages 1-16, June.

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