EVALUATING THE IMPACT OF FINANCIAL LITERACY AND KEY FACTORS ON SMES’ FINTECH ADOPTION INTENTION
DOI:
https://doi.org/10.35631/IJEMP.933026Keywords:
Financial Literacy, Fintech Adoption Intention, Perceived Relative Advantage, Perceived Security, Small and Medium EnterprisesAbstract
The key focus of this study was to examine the impact of financial literacy as a moderating variable between perceived relative advantage and intention to adopt Fintech. In addition, the study investigated other key drivers of Fintech adoption, including perceived organizational readiness, perceived competitive pressure, perceived security, and facilitating conditions, and their influence on SMEs’ behavioural intention to adopt Fintech. A quantitative research design was employed under a positivist paradigm. Data was collected through a structured questionnaire based on a five‑point Likert scale. The unit of analysis comprised SME owners and senior managers in Dhaka city, Bangladesh. Using a purposive non‑probability sampling method, a total of 189 valid responses were obtained, which is considered adequate for structural equation modeling. Data were analyzed using PLS-SEM, which is particularly suitable for complex models and medium sample sizes. The questionnaire consisted of seven constructs: perceived organizational readiness, perceived relative advantage, perceived competitive pressure, perceived security, facilitating conditions, financial literacy, and behavioural intention to adopt Fintech. The results revealed that perceived organizational readiness, perceived relative advantage, perceived competitive pressure, and perceived security had a positive influence on intention to adopt Fintech. However, facilitating conditions showed no significant effect. Furthermore, financial literacy did not moderate the relationship between perceived relative advantage and behavioural intention to adopt Fintech. Most respondents had at least two years of experience in operating SMEs, which enabled them to evaluate cost–benefit advantages without relying heavily on prior financial knowledge. The findings suggest that while financial literacy is important, its moderating role may be limited in contexts where SME decision‑makers already possess practical business experience. This outcome highlights the need for future research to explore alternative moderating variables, such as government support or perceived regulatory backing, to better understand Fintech adoption dynamics among SMEs.
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Abed, S. S. (2020). Social commerce adoption using TOE framework: An empirical investigation of Saudi Arabian SMEs. International Journal of Information Management, 53, 102118. https://doi.org/10.1016/j.ijinfomgt.2020.102118
ADB Institute. (2019). Fintech for Asian SMEs. Asian development bank.
Agung, D. B., Sholeha, A., Ahmad, G. N., & Mukson. (2020). The influence of financial literacy on SMEs performance through access to finance and financial risk attitude as mediation variables. In Article in Academy of Accounting and Financial Studies Journal. https://www.researchgate.net/publication/345045505
Ahsan, A., Ahmad, J., & Sawrov, M. H. (2022). COVID-19 Lockdown Issue: A Study on Daily Expenditure. Economic Insights – Trends and Challenges, 2022(1), 57–65. https://doi.org/10.51865/EITC.2022.01.06
Akter, R., Priyodarshini, A., & Barua, S. (2021). Empowering Small Businesses with Financial Technology: The Road Less Travelled. Journal of Financial Markets and Governance, 1(1). https://doi.org/10.54728/2112211640063460
Alalwan, A. A., Dwivedi, Y. K., & Rana, N. P. (2017). Factors influencing adoption of mobile banking by Jordanian bank customers: Extending UTAUT2 with trust. International Journal of Information Management, 37(3), 99–110. https://doi.org/10.1016/j.ijinfomgt.2017.01.002
Alam, S. S., Ahmed, S., & Kokash, H. A. (2024). Interplay of perceived organizational and external e-readiness in the adoption and integration of augmented reality and virtual reality technologies in Malaysian higher education institutions. Education and Information Technologies, 29(11), 13735–13761. https://doi.org/10.1007/s10639-023-12428-7
Alkhwaldi, A. F., & Al-Ajaleen, R. T. (2022). Toward a Conceptual Model for Citizens’ Adoption of Smart Mobile Government Services during the COVID-19 Pandemic in Jordan. Information Sciences Letters, 11(2), 573–579. https://doi.org/10.18576/isl/110225
Alkhwaldi, A. F., Alharasis, E. E., Shehadeh, M., Abu-AlSondos, I. A., Oudat, M. S., & Bani Atta, A. A. (2022). Towards an Understanding of Fintech Users’ Adoption: Intention and e-Loyalty Post-COVID-19 from a Developing Country Perspective. Sustainability, 14(19), 12616. https://doi.org/10.3390/su141912616
Al-Okaily, M., Alkhwaldi, A. F., Abdulmuhsin, A. A., Alqudah, H., & Al-Okaily, A. (2023). Cloud-based accounting information systems usage and its impact on Jordanian SMEs’ performance: the post-COVID-19 perspective. Journal of Financial Reporting and Accounting, 21(1), 126–155. https://doi.org/10.1108/JFRA-12-2021-0476
Alshebami, A. S., & Murad, M. (2022). The moderation effect of entrepreneurial resilience on the relationship between financial literacy and sustainable performance. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.954841
Alsyouf, A., Lutfi, A., Alsubahi, N., Alhazmi, F. N., Al-Mugheed, K., Anshasi, R. J., Alharbi, N. I., & Albugami, M. (2023). The Use of a Technology Acceptance Model (TAM) to Predict Patients’ Usage of a Personal Health Record System: The Role of Security, Privacy, and Usability. International Journal of Environmental Research and Public Health, 20(2), 1347. https://doi.org/10.3390/ijerph20021347
Andrew, J. V., Ambad, S. @ N. A., Abdullah, N. S. W., Nordin, S., & Esther Tan, K. (2021). A Systematic Review of E-wallet Usage Intention: Integrating UTAUT2 with Perceived Security. Jurnal Intelek, 16(1), 124–133. https://doi.org/10.24191/ji.v16i1.372
Aref, M. (2023). Identifying online purchasing intention in Egypt: a fuzzy set qualitative comparative approach. Journal of Internet and Digital Economics, 3(1/2), 33–52. https://doi.org/10.1108/JIDE-12-2022-0020
Awa, H. O., Ukoha, O., & Emecheta, B. C. (2016). Using T-O-E theoretical framework to study the adoption of ERP solution. Cogent Business and Management, 3(1). https://doi.org/10.1080/23311975.2016.1196571
Bag, S., Rahman, M. S., Gupta, S., & Wood, L. C. (2023). Understanding and predicting the determinants of blockchain technology adoption and SMEs’ performance. The International Journal of Logistics Management, 34(6), 1781–1807. https://doi.org/10.1108/IJLM-01-2022-0017
Basar, S. A., Ibrahim, N. A., Tamsir, F., Rahman, A. R. A., Zain, N. N. M., Poniran, H., & Ismail, R. F. (2024). I-Fintech Adoption Mediation on the Financial Literacy Elements and Sustainable Entrepreneurship among Bumiputera MSMEs in Malaysia. International Journal of Economics and Financial Issues, 14(4), 138–147. https://doi.org/10.32479/ijefi.16546
Becker, J.-M., Ringle, C. M., Sarstedt, M., & Völckner, F. (2015). How collinearity affects mixture regression results. Marketing Letters, 26(4), 643–659. https://doi.org/10.1007/s11002-014-9299-9
Centeno, C. (2002). Building Security and Consumer Trust in Internet Payments-The potential of “soft” measures. http://www.jrc.es
Chai, P. (2024). Navigating the Fintech frontier: key trends shaping 2024. Asian Banking and Finance. https://tinyurl.com/2vsvmths
Chan, R., Troshani, I., Rao Hill, S., & Hoffmann, A. (2022). Towards an understanding of consumers’ Fintech adoption: the case of Open Banking. International Journal of Bank Marketing, 40(4), 886–917. https://doi.org/10.1108/IJBM-08-2021-0397
Chandra P Jain, Shalini S, Nanda Kumar P Jain, & Karippur S. (2018). Exploring factors influencing organizational adoption of augmented reality in e-commerce: Empirical analysis using Technology-Organization-Environment model. In Journal of Electronic Commerce Research, 9
Das, S. R. (2019). The future of Fintech. Financial Management, 48(4), 981–1007. https://doi.org/10.1111/fima.12297
Diamantopoulos, A., Sarstedt, M., Fuchs, C., Wilczynski, P., & Kaiser, S. (2012). Guidelines for choosing between multi-item and single-item scales for construct measurement: a predictive validity perspective. Journal of the Academy of Marketing Science, 40(3), 434–449. https://doi.org/10.1007/s11747-011-0300-3
Ebadi, S., & Raygan, A. (2023). Investigating the facilitating conditions, perceived ease of use and usefulness of mobile-assisted language learning. Smart Learning Environments, 10(1). https://doi.org/10.1186/s40561-023-00250-0
Ernst and Young. (2022). The untapped potential for Fintech companies to serve small and medium-sized enterprises. https://tinyurl.com/yc3dh6fn
Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. In Source: Journal of Marketing Research, 18 (1)
Goyal, D., Varma, R., Rada, F., Pande, A., Jauregui, J., Corelli, P., Tripathi, S., Sénant, Y., Dab, S., Erande, Y., Choi, J., Koserski, J., Carrubba, J., Morris, N., Rotman, F., Risley, M., & Suri, S. (2023). Reimagining the Future of Finance. https://www.bcg.com/publications/2023/future-of-Fintech-and-banking?utm_source=chatgpt.com
Gu, J.-C., Lee, S.-C., & Suh, Y.-H. (2009). Determinants of behavioural intention to mobile banking. Expert Systems with Applications, 36(9), 11605–11616. https://doi.org/10.1016/j.eswa.2009.03.024
Hair, J. F. Jr., Hult G., T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Business Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R. https://doi.org/https://doi.org/10.1007/978-3-030-80519-7
Hair, J. F., Tomas, G., Hult, M., Ringle, C. M., & Sarstedt, M. (2022). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). https://www.researchgate.net/publication/354331182
Hair, Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Hakim, M. S., Oktavianti, V., & Gunarta, I. K. (2018). Determining factors that contribute to financial literacy for small and medium enterprises. IOP Conference Series: Materials Science and Engineering, 337, 012064. https://doi.org/10.1088/1757-899X/337/1/012064
Hassan, Md. S., Islam, Md. A., Sobhani, F. A., Hassan, Md. M., & Hassan, Md. A. (2022). Patients’ Intention to Adopt Fintech Services: A Study on Bangladesh Healthcare Sector. International Journal of Environmental Research and Public Health, 19(22), 15302. https://doi.org/10.3390/ijerph192215302
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Hulland, J. (1999). Use of Partial Least Squares (PLS) in Strategic Management Research: A Review of Four Recent Studies. In Source: Strategic Management Journal (Vol. 20, Number 2). https://www.jstor.org/stable/3094025
Hussain, M., & Papastathopoulos, A. (2022). Organizational readiness for digital financial innovation and financial resilience. International Journal of Production Economics, 243, 108326. https://doi.org/10.1016/j.ijpe.2021.108326
Irimia-Diéguez, A., Velicia-Martín, F., & Aguayo-Camacho, M. (2023). Predicting Fintech Innovation Adoption: the Mediator Role of Social Norms and Attitudes. Financial Innovation, 9(1), 36. https://doi.org/10.1186/s40854-022-00434-6
Islam, Md. J. Al, Mahmud, I., Islam, A., Sobhani, F. A., Hassan, Md. S., & Ahsan, A. (2023). Escaping the middle-income trap: A study on a developing economy. Cogent Social Sciences, 9(2). https://doi.org/10.1080/23311886.2023.2286035
Jais, R., & Ngah, A. H. (2024). The moderating role of government support in chatbot adoption intentions among Malaysian government agencies. Transforming Government: People, Process and Policy. https://doi.org/10.1108/TG-02-2023-0026
Khatun, N., & Tamanna, M. (2021). Factors Affecting The Adoption of Fintech: A Study Based on The Financial Institutions In Bangladesh. Copernican Journal of Finance & Accounting, 9(4), 51. https://doi.org/10.12775/CJFA.2020.021
Kim, C., Tao, W., Shin, N., & Kim, K.-S. (2010). An empirical study of customers’ perceptions of security and trust in e-payment systems. Electronic Commerce Research and Applications, 9(1), 84–95. https://doi.org/10.1016/j.elerap.2009.04.014
Kumar, R., Singh, R., Kumar, K., Khan, S., & Corvello, V. (2023a). How Does Perceived Risk and Trust Affect Mobile Banking Adoption? Empirical Evidence from India. Sustainability (Switzerland), 15(5). https://doi.org/10.3390/su15054053
Kumar, R., Singh, R., Kumar, K., Khan, S., & Corvello, V. (2023b). How Does Perceived Risk and Trust Affect Mobile Banking Adoption? Empirical Evidence from India. Sustainability, 15(5), 4053. https://doi.org/10.3390/su15054053
Laksamana, P., Suharyanto, S., & Cahaya, Y. F. (2023). Determining factors of continuance intention in mobile payment: Fintech industry perspective. Asia Pacific Journal of Marketing and Logistics, 35(7), 1699–1718. https://doi.org/10.1108/APJML-11-2021-0851
Leong, K. (2018). Fintech (Financial Technology): What is It and How to Use Technologies to Create Business Value in Fintech Way? International Journal of Innovation, Management and Technology, 74–78. https://doi.org/10.18178/ijimt.2018.9.2.791
Lin, H.-F. (2014). Understanding the determinants of electronic supply chain management system adoption: Using the technology–organization–environment framework. Technological Forecasting and Social Change, 86, 80–92. https://doi.org/10.1016/j.techfore.2013.09.001
Ling, P.-S., Lim, X.-J., Wong, L.-J., & Lee, K. Y. M. (2024). Thank you, government! Your support facilitated my intention to use mobile payment in the new normal era. Spanish Journal of Marketing - ESIC. https://doi.org/10.1108/SJME-08-2022-0186
Liu, X., Wang, C., Zhao, S., Ding, J., & Jia, Y. (2024). Role of Fintech adoption in the impact of sustainable policy intervention on enterprise transformation in resource-based cities: Evidence from China. Resources Policy, 88, 104443. https://doi.org/10.1016/j.resourpol.2023.104443
Longworth, D. (2020). The Era of Digital Financial Innovation: Lessons from Economic History on Regulation. https://www.cdhowe.org/sites/default/files/2021-12/Commentary%20568.pdf
Lusardi, A. (2019). Financial literacy and the need for financial education: evidence and implications. Swiss Journal of Economics and Statistics, 155(1), 1. https://doi.org/10.1186/s41937-019-0027-5
Lutfi, A., Al-Okaily, M., Alsyouf, A., Alsaad, A., & Taamneh, A. (2020). The Impact of AIS Usage on AIS Effectiveness Among Jordanian SMEs: A Multi-group Analysis of the Role of Firm Size. Global Business Review, 097215092096507. https://doi.org/10.1177/0972150920965079
Mahmood, S., Shuhui, W., Aslam, S., & Ahmed, T. (2023). Financial Inclusion: Does it matter in Alleviating Poverty in Pakistan. Social Indicators Research, 169(3), 1125–1146. https://doi.org/10.1007/s11205-023-03200-y
Marei, A., Mustafa, J. A., Othman, M., Daoud, L., Lutfi, A., & Al-Amarneh, A. (2023). The Moderation of Organizational Readiness on the Relationship Between Toe Factors and Fintech Adoption and Financial Performance. Journal of Law and Sustainable Development, 11(3), e730. https://doi.org/10.55908/sdgs.v11i3.730
Mufarih, M., JAYADI, R., & SUGANDI, Y. (2020). Factors Influencing Customers to Use Digital Banking Application in Yogyakarta, Indonesia. The Journal of Asian Finance, Economics and Business, 7(10), 897–907. https://doi.org/10.13106/jafeb.2020.vol7.no10.897
Mukherjee, S., Baral, M. M., Chittipaka, V., Nagariya, R., & Patel, B. S. (2023). Achieving organizational performance by integrating industrial Internet of things in the SMEs: a developing country perspective. The TQM Journal. https://doi.org/10.1108/TQM-07-2022-0221
Nugraha, D. P., Setiawan, B., Nathan, R. J., & Fekete-Farkas, M. (2022). Fintech Adoption Drivers for Innovation for SMEs in Indonesia. Journal of Open Innovation: Technology, Market, and Complexity, 8(4), 208. https://doi.org/10.3390/joitmc8040208
Ojiaku, O. C., Ezenwafor, E. C., & Osarenkhoe, A. (2024). Integrating TTF and UTAUT models to illuminate factors that influence consumers’ intentions to adopt financial technologies in an emerging country context. International Journal of Technology Marketing, 18(1), 113–135. https://doi.org/10.1504/IJTMKT.2024.135674
Ooi, S. K., Ooi, C. A., Yeap, J. A. L., & Goh, T. H. (2021). Embracing Bitcoin: users’ perceived security and trust. Quality & Quantity, 55(4), 1219–1237. https://doi.org/10.1007/s11135-020-01055-w
Palanisamy, R., & Shi, Y. (2023). Users’ attitude on perceived security of mobile cloud computing: empirical evidence from SME users in China. Information & Computer Security, 31(1), 65–87. https://doi.org/10.1108/ICS-03-2022-0048
Prasannath, V., Adhikari, R. P., Gronum, S., & Miles, M. P. (2024). Impact of government support policies on entrepreneurial orientation and SME performance. International Entrepreneurship and Management Journal, 20(3), 1533–1595. https://doi.org/10.1007/s11365-024-00993-3
Raharjanti, N. W., Wiguna, T., Purwadianto, A., Soemantri, D., Indriatmi, W., Poerwandari, E. K., Mahajudin, M. S., Nugrahadi, N. R., Roekman, A. E., Saroso, O. J. D. A., Ramadianto, A. S., & Levania, M. K. (2022). Translation, validity and reliability of decision style scale in forensic psychiatric setting in Indonesia. Heliyon, 8(7), e09810. https://doi.org/10.1016/j.heliyon.2022.e09810
Rahman, B., Ahmed, O., & Shakil, S. (2021). Fintech in Bangladesh: Ecosystem, Opportunities and Challenges. In International Journal of Business and Technopreneurship (Vol. 11, Number 1). https://www.researchgate.net/publication/350849277
Rahman, H. (2022). Fintech and financial inclusion and the case of Bangladesh.
Rahman, M. R., & Rahman, Md. M. (2023). Impact of Digital Financial Services on Customers’ Choice of Financial Institutions: A Modified UTAUT Study in Bangladesh. International Journal of Safety and Security Engineering, 13(3), 409–421. https://doi.org/10.18280/ijsse.130304
Ramdani, B., Chevers, D., & Williams, D. A. (2013). SMEs’ adoption of enterprise applications. Journal of Small Business and Enterprise Development, 20(4), 735–753. https://doi.org/10.1108/JSBED-12-2011-0035
Sharma, S., Singh, G., Islam, N., & Dhir, A. (2024). Why Do SMEs Adopt Artificial Intelligence-Based Chatbots? IEEE Transactions on Engineering Management, 71, 1773–1786. https://doi.org/10.1109/TEM.2022.3203469
Siddik, A. B., Rahman, M. N., & Yong, L. (2023). Do Fintech adoption and financial literacy improve corporate sustainability performance? The mediating role of access to finance. Journal of Cleaner Production, 421, 137658. https://doi.org/10.1016/j.jclepro.2023.137658
Sin Tan, K., Chong, S.-C., & Lin, B. (2013). Intention to use internet marketing. Kybernetes, 42(6), 888–905. https://doi.org/10.1108/K-12-2012-0122
Song, H. G., & Jo, H. (2023). Understanding the Continuance Intention of Omnichannel: Combining TAM and TPB. Sustainability, 15(4), 3039. https://doi.org/10.3390/su15043039
Srivastava, S., Mohta, A., & Shunmugasundaram, V. (2024). Adoption of digital payment Fintech service by Gen Y and Gen Z users: evidence from India. Digital Policy, Regulation and Governance, 26(1), 95–117. https://doi.org/10.1108/DPRG-07-2023-0110
Sultana, N., Chowdhury, R. S., & Haque, A. (2023). Gravitating towards Fintech: A study on Undergraduates using extended UTAUT model. Heliyon, 9(10), e20731. https://doi.org/10.1016/j.heliyon.2023.e20731
Sun, S., Hall, D. J., & Cegielski, C. G. (2020). Organizational intention to adopt big data in the B2B context: An integrated view. Industrial Marketing Management, 86, 109–121. https://doi.org/10.1016/j.indmarman.2019.09.003
Taufiq, M., Chung, T. F., & Chrisniyanti, A. (2023). Does Financial Literacy or Digital Literacy Determine a Consumer Use of Fintech? (pp. 289–298). https://doi.org/10.1007/978-3-031-26953-0_28
Thottoli, M. M., Islam, Md. A., Ahsan, A., Yusof, M. F., Hassan, Md. S., & Chowdhury, R. S. (2024). Exploring mediating and moderating factors of Fintech adoption for innovations in SMEs. Cogent Economics & Finance, 12(1). https://doi.org/10.1080/23322039.2024.2387443
Trawnih, A. A., Al-Adwan, A. S., Amayreh, A., Majali, T., & Al-Hattami, H. M. (2023). Investigating The Adoption Of Social Commerce: A Case Study of SMEs In Jordan. Interdisciplinary Journal of Information, Knowledge, and Management, 18, 31–58. https://doi.org/10.28945/5071
Tyler, B., Lahneman, B., Beukel, K., Cerrato, D., Minciullo, M., Spielmann, N., & Discua Cruz, A. (2020). SME Managers’ Perceptions of Competitive Pressure and the Adoption of Environmental Practices in Fragmented Industries: A Multi-Country Study in the Wine Industry. Organization & Environment, 33(3), 437–463. https://doi.org/10.1177/1086026618803720
Urumsah, D., Ispridevi, R. F., Nurherwening, A., & Hardinto, W. (2022). Fintech adoption: Its determinants and organizational benefits in Indonesia. Jurnal Akuntansi & Auditing Indonesia, 88–101. https://doi.org/10.20885/jaai.vol26.iss1.art9
Venkatesh, Morris, Davis, & Davis. (2003). User Acceptance of Information Technology: Toward a Unified View. MIS Quarterly, 27(3), 425. https://doi.org/10.2307/30036540
Wijaya, T. T., Cao, Y., Weinhandl, R., Yusron, E., & Lavicza, Z. (2022). Applying the UTAUT Model to Understand Factors Affecting Micro-Lecture Usage by Mathematics Teachers in China. Mathematics, 10(7), 1008. https://doi.org/10.3390/math10071008
World Bank. (2022). The Global Findex Database.
Xie, J., Ye, L., Huang, W., & Ye, M. (2021a). Understanding Fintech Platform Adoption: Impacts of Perceived Value and Perceived Risk. Journal of Theoretical and Applied Electronic Commerce Research, 16(5), 1893–1911. https://doi.org/10.3390/jtaer16050106
Xie, J., Ye, L., Huang, W., & Ye, M. (2021b). Understanding Fintech Platform Adoption: Impacts of Perceived Value and Perceived Risk. Journal of Theoretical and Applied Electronic Commerce Research, 16(5), 1893–1911. https://doi.org/10.3390/jtaer16050106
Xie, R., An, L., & Yasir, N. (2022). How Innovative Characteristics Influence Consumers’ Intention to Purchase Electric Vehicle: A Moderating Role of Lifestyle. Sustainability, 14(8), 4467. https://doi.org/10.3390/su14084467
Yujia, H. (2019). Connecting the Emerging Markets: China’s Growing Role in Global Digital Infrastructure. https://www.researchgate.net/publication/331802049
Zhen, Z., Yousaf, Z., Radulescu, M., & Yasir, M. (2021). Nexus of Digital Organizational Culture, Capabilities, Organizational Readiness, and Innovation: Investigation of SMEs Operating in the Digital Economy. Sustainability, 13(2), 720. https://doi.org/10.3390/su13020720
