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How does a data strategy enable customer value? The case of FinTechs and traditional banks under the open finance framework

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  • Laura Grassi

    (Politecnico di Milano)

  • Nicolas Figini

    (Politecnico di Milano)

  • Lorenzo Fedeli

    (Politecnico di Milano)

Abstract

The coupling of data and digital innovation opens the way for new business in the financial services sector, where customers are placed at the centre of decisions and data can help to develop customer knowledge. To carry out our research, we adopted a multi-case study approach to explore how a data strategy is developed in the retail banking industry, together with its relationship with customer value, paying particular attention to the heterogeneity between traditional banks and financial technology companies (FinTechs). Two main points emerged from the study. Firstly, there are three possible approaches to Open Finance, which are mainly defined by their different corporate cultures, organisational configurations, technological architecture and data value. Secondly, it is not enough to be a FinTech to be best placed to exploit the market, as some traditional banks share the FinTechs’ approach to Open Finance. Designing new tailored products, customising their prices and offering them over the right channels through targeted communication are all data-driven initiatives that stem from cross- or up-selling potential, core to the retail banking industry for turning a customer into a cash flow, thus enabling value to be created for customers. Our findings additionally revealed that there is a form of external information asymmetry between the customer and the bank, and that there is also an internal asymmetry between bank departments, as their visibility on information about the same customer may differ.

Suggested Citation

  • Laura Grassi & Nicolas Figini & Lorenzo Fedeli, 2022. "How does a data strategy enable customer value? The case of FinTechs and traditional banks under the open finance framework," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-34, December.
    • Handle: RePEc:spr:fininn:v:8:y:2022:i:1:d:10.1186_s40854-022-00378-x
    DOI: 10.1186/s40854-022-00378-x
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    as
    1. Chava, Sudheer & Ganduri, Rohan & Paradkar, Nikhil & Zhang, Yafei, 2021. "Impact of marketplace lending on consumers’ future borrowing capacities and borrowing outcomes," Journal of Financial Economics, Elsevier, vol. 142(3), pages 1186-1208.
    2. P. I. Omede, 2020. "A Tale of Two Markets: How Lower-end Borrowers Are Punished for Bank Regulatory Failures in Nigeria," Journal of Consumer Policy, Springer, vol. 43(3), pages 519-542, September.
    3. Kanungo, Rama Prasad & Gupta, Suraksha, 2021. "Financial inclusion through digitalisation of services for well-being," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    4. Yinqiao Li & Renée Spigt & Laurens Swinkels, 2017. "The impact of FinTech start-ups on incumbent retail banks’ share prices," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-16, December.
    5. Erik Dolson & Julapa Jagtiani, 2021. "Which Lenders Are More Likely to Reach Out to Underserved Consumers: Banks versus Fintechs versus Other Nonbanks?," Working Papers 21-17, Federal Reserve Bank of Philadelphia.
    6. Marko Jakšič & Matej Marinč, 2019. "Relationship banking and information technology: the role of artificial intelligence and FinTech," Risk Management, Palgrave Macmillan, vol. 21(1), pages 1-18, March.
    7. Chirumalla, Koteshwar, 2021. "Building digitally-enabled process innovation in the process industries: A dynamic capabilities approach," Technovation, Elsevier, vol. 105(C).
    8. Peter Gomber & Jascha-Alexander Koch & Michael Siering, 2017. "Digital Finance and FinTech: current research and future research directions," Journal of Business Economics, Springer, vol. 87(5), pages 537-580, July.
    9. 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.
    10. Dennis Campbell & Frances Frei, 2010. "Cost Structure, Customer Profitability, and Retention Implications of Self-Service Distribution Channels: Evidence from Customer Behavior in an Online Banking Channel," Management Science, INFORMS, vol. 56(1), pages 4-24, January.
    11. Robert Hauswald & Robert Marquez, 2006. "Competition and Strategic Information Acquisition in Credit Markets," The Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 967-1000.
    12. Casper Ferm, Lars-Erik & Thaichon, Park, 2021. "Value co-creation and social media: Investigating antecedents and influencing factors in the U.S. retail banking industry," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    13. Pérez-Martín, A. & Pérez-Torregrosa, A. & Vaca, M., 2018. "Big Data techniques to measure credit banking risk in home equity loans," Journal of Business Research, Elsevier, vol. 89(C), pages 448-454.
    14. René M. Stulz, 2019. "FinTech, BigTech, and the Future of Banks," Journal of Applied Corporate Finance, Morgan Stanley, vol. 31(4), pages 86-97, December.
    15. Erik Feyen & Jon Frost & Leonardo Gambacorta & Harish Natarajan & Matthew Saal, 2021. "Fintech and the digital transformation of financial services: implications for market structure and public policy," BIS Papers, Bank for International Settlements, number 117.
    16. Key Pousttchi & Maik Dehnert, 2018. "Exploring the digitalization impact on consumer decision-making in retail banking," Electronic Markets, Springer;IIM University of St. Gallen, vol. 28(3), pages 265-286, August.
    17. Huan Tang, 2019. "Peer-to-Peer Lenders Versus Banks: Substitutes or Complements?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1900-1938.
    18. Lee, In & Shin, Yong Jae, 2018. "Fintech: Ecosystem, business models, investment decisions, and challenges," Business Horizons, Elsevier, vol. 61(1), pages 35-46.
    19. Mingfeng Lin & Nagpurnanand R. Prabhala & Siva Viswanathan, 2013. "Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending," Management Science, INFORMS, vol. 59(1), pages 17-35, August.
    20. Mike Bolton, 2004. "Customer centric business processing," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 53(1), pages 44-51, January.
    21. Adapa, Sujana & Fazal-e-Hasan, Syed Muhammad & Makam, Sathyaprakash Balaji & Azeem, Muhammad Masood & Mortimer, Gary, 2020. "Examining the antecedents and consequences of perceived shopping value through smart retail technology," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    22. Xu, Zeshui & Ge, Zijing & Wang, Xinxin & Skare, Marinko, 2021. "Bibliometric analysis of technology adoption literature published from 1997 to 2020," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    23. Michela Arnaboldi, 2018. "The Missing Variable in Big Data for Social Sciences: The Decision-Maker," Sustainability, MDPI, vol. 10(10), pages 1-18, September.
    24. Kohtamäki, Marko & Parida, Vinit & Oghazi, Pejvak & Gebauer, Heiko & Baines, Tim, 2019. "Digital servitization business models in ecosystems: A theory of the firm," Journal of Business Research, Elsevier, vol. 104(C), pages 380-392.
    25. Rainer Alt & Roman Beck & Martin T. Smits, 2018. "FinTech and the transformation of the financial industry," Electronic Markets, Springer;IIM University of St. Gallen, vol. 28(3), pages 235-243, August.
    26. Shirazi, Farid & Wu, Yun & Hajli, Ali & Zadeh, Arash H. & Hajli, Nick & Lin, Xiaolin, 2021. "Value co-creation in online healthcare communities," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    27. Vonny Susanti, 2019. "How to Manage Customer Satisfaction through Brand Association and Perceived Value Strategy," GATR Journals jmmr224, Global Academy of Training and Research (GATR) Enterprise.
    28. Boumediene Ramdani & Ben Rothwell & Elias Boukrami, 2020. "Open Banking: The Emergence of New Digital Business Models," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 17(05), pages 1-19, August.
    29. Alfreda Šapkauskienė & Alfreda Šapkauskienė & Ingrida Višinskaitė, 2020. "Initial Coin Offerings (ICOs): benefits, risks and success measures," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 7(3), pages 1472-1483, March.
    30. Surya Dashottar & Vikas Srivastava, 2021. "Corporate banking—risk management, regulatory and reporting framework in India: a Blockchain application-based approach," Journal of Banking Regulation, Palgrave Macmillan, vol. 22(1), pages 39-51, March.
    31. Glady, Nicolas & Baesens, Bart & Croux, Christophe, 2009. "Modeling churn using customer lifetime value," European Journal of Operational Research, Elsevier, vol. 197(1), pages 402-411, August.
    32. Shahla Asadi & Mehrbakhsh Nilashi & Abd Razak Che Husin & Elaheh Yadegaridehkordi, 2017. "Customers perspectives on adoption of cloud computing in banking sector," Information Technology and Management, Springer, vol. 18(4), pages 305-330, December.
    33. Tanaya Kilara & Elisabeth Rhyne, 2014. "Customer-Centricity for Financial Inclusion," World Bank Publications - Reports 20260, The World Bank Group.
    34. Daniel Broby, 2021. "Financial technology and the future of banking," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-19, December.
    35. Davide Lanfranchi & Laura Grassi, 2021. "Translating technological innovation into efficiency: the case of US public P&C insurance companies," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(4), pages 565-585, December.
    36. Beccalli, Elena, 2007. "Does IT investment improve bank performance? Evidence from Europe," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2205-2230, July.
    37. Eva Ascarza & Peter S. Fader & Bruce G. S. Hardie, 2017. "Marketing Models for the Customer-Centric Firm," International Series in Operations Research & Management Science, in: Berend Wierenga & Ralf van der Lans (ed.), Handbook of Marketing Decision Models, edition 2, chapter 0, pages 297-329, Springer.
    38. Bo Li & Zeshui Xu, 2021. "Insights into financial technology (FinTech): a bibliometric and visual study," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-28, December.
    39. Farag, Hisham & Johan, Sofia, 2021. "How alternative finance informs central themes in corporate finance," Journal of Corporate Finance, Elsevier, vol. 67(C).
    40. Alford, Andrew W. & Jones, Jonathan D., 1998. "Financial reporting and information asymmetry: an empirical analysis of the SEC's information-supplying exemption for foreign companies," Journal of Corporate Finance, Elsevier, vol. 4(4), pages 373-398, December.
    41. Nicholas I. Fisher & Raymond E. Kordupleski, 2019. "Good and bad market research: A critical review of Net Promoter Score," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 35(1), pages 138-151, January.
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