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What affects the promoting intention of mobile banking services? Insights from mining consumer reviews

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  • Basu, Bibaswan
  • Sebastian, M.P.
  • Kar, Arpan Kumar

Abstract

Unlike adoption intention, the post-adoption intention of mobile banking (m-banking) services has not been extensively investigated. Most extant studies predicted usage continuance intention as a post-adoption behaviour. However, existing consumers' promoting intention is yet to be explored. This study attempts to address the concerns of technology-resisting consumers in India who seek signals from existing consumers which can change their perception towards m-banking adoption. We adopt the Expectation Disconfirmation Theory and Thatcher's framework to understand the cognitive factors induced by m-banking services which affect consumers' post-exposure behaviour. Using natural language processing, we identify the relevant factors by mining a total of around 157 thousand and 190 thousand consumer reviews from Google play store and Apple app store on PhonePe and Paytm respectively, two extensively used m-banking apps in India. We craft a unique framework by mapping these factors to theoretical lexicons. We use multiple ordinal regression models to confirm how these factors affect the promoting intention of m-banking services. We find perception of resources, internet anxiety from cyberthreats, technology-trusting performance, and intention significantly influence the promoting intention for PhonePe, whereas, technology-trusting expectation too impact the promoting intention for Paytm. Apart from the technology-resisting consumers, our findings can also help the mobile banking service providers improving their services, enhancing markets, and gaining more customers.

Suggested Citation

  • Basu, Bibaswan & Sebastian, M.P. & Kar, Arpan Kumar, 2024. "What affects the promoting intention of mobile banking services? Insights from mining consumer reviews," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    • Handle: RePEc:eee:joreco:v:77:y:2024:i:c:s0969698923004460
    DOI: 10.1016/j.jretconser.2023.103695
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    References listed on IDEAS

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    1. Sujana Adapa & Sanjit Kumar Roy, 2017. "Consumers’ post-adoption behaviour towards Internet banking: empirical evidence from Australia," Behaviour and Information Technology, Taylor & Francis Journals, vol. 36(9), pages 970-983, September.
    2. Patten, Elena & Ozuem, Wilson & Howell, Kerry & Lancaster, Geoff, 2020. "Minding the competition: The drivers for multichannel service quality in fashion retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    3. Verkijika, Silas Formunyuy & Neneh, Brownhilder Ngek, 2021. "Standing up for or against: A text-mining study on the recommendation of mobile payment apps," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    4. Shankar, Amit & Jebarajakirthy, Charles & Ashaduzzaman, Md, 2020. "How do electronic word of mouth practices contribute to mobile banking adoption?," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    5. Park, Eunil, 2019. "Motivations for customer revisit behavior in online review comments: Analyzing the role of user experience using big data approaches," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 14-18.
    6. Hsieh, Jung-Kuei, 2020. "The effects of transforming mobile services into mobile promotions," Journal of Business Research, Elsevier, vol. 121(C), pages 195-208.
    7. Kala Kamdjoug, Jean Robert & Wamba-Taguimdje, Serge-Lopez & Wamba, Samuel Fosso & Kake, Ingrid Bive'e, 2021. "Determining factors and impacts of the intention to adopt mobile banking app in Cameroon: Case of SARA by afriland First Bank," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    8. Sharma, Sujeet Kumar & Sharma, Manisha, 2019. "Examining the role of trust and quality dimensions in the actual usage of mobile banking services: An empirical investigation," International Journal of Information Management, Elsevier, vol. 44(C), pages 65-75.
    9. Nascimento, Bruno & Oliveira, Tiago & Tam, Carlos, 2018. "Wearable technology: What explains continuance intention in smartwatches?," Journal of Retailing and Consumer Services, Elsevier, vol. 43(C), pages 157-169.
    10. Karjaluoto, Heikki & Shaikh, Aijaz A. & Saarijärvi, Hannu & Saraniemi, Saila, 2019. "How perceived value drives the use of mobile financial services apps," International Journal of Information Management, Elsevier, vol. 47(C), pages 252-261.
    11. Selim, Hassan & Eid, Riyad & Agag, Gomaa & Shehawy, Yasser Moustafa, 2022. "Cross-national differences in travelers’ continuance of knowledge sharing in online travel communities," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    12. Arpan Kumar Kar, 2021. "What Affects Usage Satisfaction in Mobile Payments? Modelling User Generated Content to Develop the “Digital Service Usage Satisfaction Model”," Information Systems Frontiers, Springer, vol. 23(5), pages 1341-1361, September.
    13. Nicholas Berente & Stefan Seidel & Hani Safadi, 2019. "Research Commentary—Data-Driven Computationally Intensive Theory Development," Service Science, INFORMS, vol. 30(1), pages 50-64, March.
    14. Chen, Jialie & Rao, Vithala R., 2023. "Evaluating strategies for promoting retail mobile channel using a hidden Markov model," Journal of Retailing, Elsevier, vol. 99(1), pages 66-84.
    15. Kar, Arpan Kumar & Dwivedi, Yogesh K., 2020. "Theory building with big data-driven research – Moving away from the “What” towards the “Why”," International Journal of Information Management, Elsevier, vol. 54(C).
    16. Jebarajakirthy, Charles & Shankar, Amit, 2021. "Impact of online convenience on mobile banking adoption intention: A moderated mediation approach," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    17. Malaquias, Rodrigo F. & Hwang, Yujong, 2019. "Mobile banking use: A comparative study with Brazilian and U.S. participants," International Journal of Information Management, Elsevier, vol. 44(C), pages 132-140.
    18. Wu, ChienHsing & Kao, Shu-Chen & Chiu, Hsin-Yi, 2019. "Determinants of discontinuous intention of attention to mobile instant message services," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 219-230.
    19. Talwar, Shalini & Dhir, Amandeep & Khalil, Ashraf & Mohan, Geetha & Islam, A.K.M. Najmul, 2020. "Point of adoption and beyond. Initial trust and mobile-payment continuation intention," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    20. Kumar, Avinash & Chakraborty, Shibashish & Bala, Pradip Kumar, 2023. "Text mining approach to explore determinants of grocery mobile app satisfaction using online customer reviews," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    21. Maduku, Daniel K. & Thusi, Philile, 2023. "Understanding consumers' mobile shopping continuance intention: New perspectives from South Africa," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    22. Ciunova-Shuleska, Anita & Palamidovska-Sterjadovska, Nikolina & Prodanova, Jana, 2022. "What drives m-banking clients to continue using m-banking services?," Journal of Business Research, Elsevier, vol. 139(C), pages 731-739.
    23. Gupta, Anil & Yousaf, Anish & Mishra, Abhishek, 2020. "How pre-adoption expectancies shape post-adoption continuance intentions: An extended expectation-confirmation model," International Journal of Information Management, Elsevier, vol. 52(C).
    24. Sharma, Manisha & Banerjee, Subhojit & Paul, Justin, 2022. "Role of social media on mobile banking adoption among consumers," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    25. Vaid, Shashank & Donthu, Naveen, 2023. "When injured product users may also stay satisfied: A macro-level analysis," Journal of Business Research, Elsevier, vol. 162(C).
    26. Fathi, Mohammad Reza & Zeinali, Mahsa & Torabi, Mohsen & Alavizadeh, Seyed Mohammad, 2022. "Structural analysis of the future of Iranian online banking employing a MICMAC approach," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    27. Laukkanen, Tommi, 2016. "Consumer adoption versus rejection decisions in seemingly similar service innovations: The case of the Internet and mobile banking," Journal of Business Research, Elsevier, vol. 69(7), pages 2432-2439.
    28. Bailing Liu & Paul A. Pavlou & Xiufeng Cheng, 2022. "Achieving a Balance Between Privacy Protection and Data Collection: A Field Experimental Examination of a Theory-Driven Information Technology Solution," Information Systems Research, INFORMS, vol. 33(1), pages 203-223, March.
    29. Shahid, Shadma & Islam, Jamid Ul & Malik, Shehla & Hasan, Uzma, 2022. "Examining consumer experience in using m-banking apps: A study of its antecedents and outcomes," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    30. Alkhowaiter, Wassan Abdullah, 2020. "Digital payment and banking adoption research in Gulf countries: A systematic literature review," International Journal of Information Management, Elsevier, vol. 53(C).
    31. Mogaji, Emmanuel & Nguyen, Nguyen Phong, 2022. "The dark side of mobile money: Perspectives from an emerging economy," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
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