IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v14y2023i2d10.1007_s13132-022-00936-9.html
   My bibliography  Save this article

Rural Consumers’ Financial Literacy and Access to FinTech Services

Author

Listed:
  • Morshadul Hasan

    (Murdoch University)

  • Thuhid Noor

    (University of Manitoba)

  • Jiechao Gao

    (University of Virginia)

  • Muhammad Usman

    (Nanjing Audit University)

  • Mohammad Zoynul Abedin

    (Teesside University)

Abstract

The study aims to show the impact of financial knowledge among rural consumers’ access to financial technology services. In general, knowledge regarding any particular fact helps consumers to select or reject different options. Therefore, knowledge regarding financial services is considered a factor that influences access to financial technology services. This study carries out a survey-oriented method with a structured questionnaire. According to the data category, this study uses three well-known econometric models: logistic regression, probit regression, and complementary log–log regression, have been experimented. This study finds that knowledge regarding various factors significantly impact on access to financial technology services. Mainly, this study has important practical significance for the use of rural finance and financial technology in rural areas, which affects the entire economy.

Suggested Citation

  • Morshadul Hasan & Thuhid Noor & Jiechao Gao & Muhammad Usman & Mohammad Zoynul Abedin, 2023. "Rural Consumers’ Financial Literacy and Access to FinTech Services," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 780-804, June.
  • Handle: RePEc:spr:jknowl:v:14:y:2023:i:2:d:10.1007_s13132-022-00936-9
    DOI: 10.1007/s13132-022-00936-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-022-00936-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s13132-022-00936-9?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Liudmila Zavolokina & Mateusz Dolata & Gerhard Schwabe, 2016. "The FinTech phenomenon: antecedents of financial innovation perceived by the popular press," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-16, December.
    2. Grohmann, Antonia & Klühs, Theres & Menkhoff, Lukas, 2018. "Does financial literacy improve financial inclusion? Cross country evidence," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 111, pages 84-96.
    3. Aida Ćumurović & Walter Hyll, 2019. "Financial Literacy and Self‐Employment," Journal of Consumer Affairs, Wiley Blackwell, vol. 53(2), pages 455-487, June.
    4. Ping Xie & Chuanwei Zou & Haier Liu, 2016. "The fundamentals of internet finance and its policy implications in China," China Economic Journal, Taylor & Francis Journals, vol. 9(3), pages 240-252, September.
    5. Park, Cyn-Young & Mercado, Rogelio, 2015. "Financial Inclusion, Poverty, and Income Inequality in Developing Asia," ADB Economics Working Paper Series 426, Asian Development Bank.
    6. van Rooij, Maarten & Lusardi, Annamaria & Alessie, Rob, 2011. "Financial literacy and stock market participation," Journal of Financial Economics, Elsevier, vol. 101(2), pages 449-472, August.
    7. Sanderson Abel & Learnmore Mutandwa & Pierre Le Roux, 2018. "A Review of Determinants of Financial Inclusion," International Journal of Economics and Financial Issues, Econjournals, vol. 8(3), pages 1-8.
    8. Annamaria Lusardi & Olivia S. Mitchell, 2014. "The Economic Importance of Financial Literacy: Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 52(1), pages 5-44, March.
    9. Yoshihiko Kadoya & Mostafa Saidur Rahim Khan, 2018. "Can financial literacy reduce anxiety about life in old age?," Journal of Risk Research, Taylor & Francis Journals, vol. 21(12), pages 1533-1550, December.
    10. Berry, James & Karlan, Dean & Pradhan, Menno, 2018. "The Impact of Financial Education for Youth in Ghana," World Development, Elsevier, vol. 102(C), pages 71-89.
    11. Peter J. Morgan & Long Q. Trinh, 2019. "Determinants and Impacts of Financial Literacy in the Lao PD," Working Papers id:13014, eSocialSciences.
    12. A.H.M. Belayeth Hussain & Noraida Endut & Sumonkanti Das & Mohammed Thanvir Ahmed Chowdhury & Nadia Haque & Sumena Sultana & Khandaker Jafor Ahmed, 2019. "Does financial inclusion increase financial resilience? Evidence from Bangladesh," Development in Practice, Taylor & Francis Journals, vol. 29(6), pages 798-807, August.
    13. Odongo Kodongo, 2018. "Financial Regulations, Financial Literacy, and Financial Inclusion: Insights from Kenya," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(12), pages 2851-2873, September.
    14. Muhamed Zulkhibri, 2016. "Financial inclusion, financial inclusion policy and Islamic finance," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 9(3), pages 303-320, September.
    15. Mogilevskii, Roman & Asadov, Shokhboz, 2018. "Financial Inclusion, Regulation, Financial Literacy, and Financial Education in Tajikistan," ADBI Working Papers 847, Asian Development Bank Institute.
    16. Anagnostopoulos, Ioannis, 2018. "Fintech and regtech: Impact on regulators and banks," Journal of Economics and Business, Elsevier, vol. 100(C), pages 7-25.
    17. Yoshihiko Kadoya & Mostafa Saidur Rahim Khan & Tomomi Hamada & Alvaro Dominguez, 2018. "Financial literacy and anxiety about life in old age: evidence from the USA," Review of Economics of the Household, Springer, vol. 16(3), pages 859-878, September.
    18. Oliver Williams & Stephen Satchell, 2011. "Social welfare issues of financial literacy and their implications for regulation," Journal of Regulatory Economics, Springer, vol. 40(1), pages 1-40, August.
    19. Shekinah E. Dare & Wilco W. van Dijk & Eric van Dijk & Lotte F. van Dillen & Marcello Gallucci & Olaf Simonse, 2020. "The effect of financial education on pupils’ financial knowledge and skills: Evidence from a Solomon four-group design," The Journal of Educational Research, Taylor & Francis Journals, vol. 113(2), pages 93-107, February.
    20. Morshadul Hasan & Thi Le & Ariful Hoque, 2021. "How does financial literacy impact on inclusive finance?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-23, December.
    21. Stijn Claessens & Thomas Glaessner & Daniela Klingebiel, 2002. "Electronic Finance: Reshaping the Financial Landscape Around the World," Journal of Financial Services Research, Springer;Western Finance Association, vol. 22(1), pages 29-61, August.
    22. Yan Shen & Yiping Huang, 2016. "Introduction to the special issue: Internet finance in China," China Economic Journal, Taylor & Francis Journals, vol. 9(3), pages 221-224, September.
    23. Richard M. Kiai & Stephen I. Ng’ang’a & Josphat K. Kinyanjui & David N. Kiragu, 2016. "The Influence of Demographic Characteristics on Investment on Financially Included Youth in Nyeri and Kirinyaga Counties," International Journal of Academic Research in Accounting, Finance and Management Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Accounting, Finance and Management Sciences, vol. 6(4), pages 196-204, October.
    24. Paiella, Monica, 2016. "Financial literacy and subjective expectations questions: A validation exercise," Research in Economics, Elsevier, vol. 70(2), pages 360-374.
    25. Fan, Lu & Chatterjee, Swarn, 2018. "Application of situational stimuli for examining the effectiveness of financial education: A behavioral finance perspective," Journal of Behavioral and Experimental Finance, Elsevier, vol. 17(C), pages 68-75.
    26. Frisancho, Veronica, 2020. "The impact of financial education for youth," Economics of Education Review, Elsevier, vol. 78(C).
    27. Peter J. Morgan & Long Q. Trinh, 2019. "Determinants and Impacts of Financial Literacy in Cambodia and Viet Nam," JRFM, MDPI, vol. 12(1), pages 1-24, January.
    28. repec:oup:rfinst:v:21:y:2017:i:4:p:1639-1674. is not listed on IDEAS
    29. Kamer Karakurum-Ozdemir & Melike Kokkizil & Gokce Uysal, 2019. "Financial Literacy in Developing Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(1), pages 325-353, May.
    30. George Okello Candiya Bongomin & Joseph Mpeera Ntayi & John C. Munene & Isaac Nkote Nabeta, 2016. "Financial Inclusion in Rural Uganda: Testing Interaction Effect of Financial Literacy and Networks," Journal of African Business, Taylor & Francis Journals, vol. 17(1), pages 106-128, January.
    31. Judy Postmus & Sara-Beth Plummer & Sarah McMahon & Karen Zurlo, 2013. "Financial Literacy: Building Economic Empowerment with Survivors of Violence," Journal of Family and Economic Issues, Springer, vol. 34(3), pages 275-284, September.
    32. Conor O’Toole & Carol Newman, 2017. "Investment Financing and Financial Development: Evidence from Viet Nam," Review of Finance, European Finance Association, vol. 21(4), pages 1639-1674.
    33. Roman Mogilevskii & Shokhboz Asadov, 2018. "Financial Inclusion, Regulation, Financial Literacy, and Financial Education in Tajikistan," Working Papers id:12821, eSocialSciences.
    34. Gonzalo Maturana & Jordan Nickerson, 2019. "Teachers Teaching Teachers: The Role of Workplace Peer Effects in Financial Decisions," The Review of Financial Studies, Society for Financial Studies, vol. 32(10), pages 3920-3957.
    35. Doriana Cucinelli & Paolo Trivellato & Mariangela Zenga, 2019. "Financial Literacy: The Role of the Local Context," Journal of Consumer Affairs, Wiley Blackwell, vol. 53(4), pages 1874-1919, December.
    36. Bajo, Emanuele & Barbi, Massimiliano, 2018. "Financial illiteracy and mortgage refinancing decisions," Journal of Banking & Finance, Elsevier, vol. 94(C), pages 279-296.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Morshadul Hasan & Thi Le & Ariful Hoque, 2021. "How does financial literacy impact on inclusive finance?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-23, December.
    2. Claude Bernard Lontchi & Baochen Yang & Yunpeng Su, 2022. "The Mediating Effect of Financial Literacy and the Moderating Role of Social Capital in the Relationship between Financial Inclusion and Sustainable Development in Cameroon," Sustainability, MDPI, vol. 14(22), pages 1-24, November.
    3. Kass-Hanna, Josephine & Lyons, Angela C. & Liu, Fan, 2022. "Building financial resilience through financial and digital literacy in South Asia and Sub-Saharan Africa," Emerging Markets Review, Elsevier, vol. 51(PA).
    4. Morgan, Peter J. & Long, Trinh Quang, 2020. "Financial literacy, financial inclusion, and savings behavior in Laos," Journal of Asian Economics, Elsevier, vol. 68(C).
    5. Azra Zaimovic & Anes Torlakovic & Almira Arnaut-Berilo & Tarik Zaimovic & Lejla Dedovic & Minela Nuhic Meskovic, 2023. "Mapping Financial Literacy: A Systematic Literature Review of Determinants and Recent Trends," Sustainability, MDPI, vol. 15(12), pages 1-30, June.
    6. Andrej Cupák & Pirmin Fessler & Maria Silgoner & Elisabeth Ulbrich, 2021. "Exploring Differences in Financial Literacy Across Countries: The Role of Individual Characteristics and Institutions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(2), pages 409-438, December.
    7. Sholevar, Maryam & Harris, Laurence, 2019. "Mind the gap: A discussion paper on Financial Literacy, Financial behaviour and Financial Education : Is there any Gender Gap?," OSF Preprints b7zd6, Center for Open Science.
    8. Trinh Quang Long & Peter J. Morgan & Naoyuki Yoshino, 2023. "Financial literacy, behavioral traits, and ePayment adoption and usage in Japan," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-30, December.
    9. Vera Ogeh Lassey Fiador & Mohammed Amidu, 2021. "Inclusive finance, bank pricing behaviour, and livelihood activities of households in Ghana," SN Business & Economics, Springer, vol. 1(1), pages 1-29, January.
    10. Susanna Levantesi & Giulia Zacchia, 2021. "Machine Learning and Financial Literacy: An Exploration of Factors Influencing Financial Knowledge in Italy," JRFM, MDPI, vol. 14(3), pages 1-21, March.
    11. Lyons, Angela C. & Grable, John E. & Zeng, Ting, 2019. "Impacts of Financial Literacy on the Loan Decisions of Financially Excluded Households in the People's Republic of China," ADBI Working Papers 923, Asian Development Bank Institute.
    12. Grohmann, Antonia & Klühs, Theres & Menkhoff, Lukas, 2018. "Does financial literacy improve financial inclusion? Cross country evidence," World Development, Elsevier, vol. 111(C), pages 84-96.
    13. Asmare, Fissha & Giedraitis, Vincentas & Jaraitė, Jūratė & Kažukauskas, Andrius, 2023. "Energy-related financial literacy and retrofits of Soviet-era apartment buildings: The case of Lithuania," Energy Economics, Elsevier, vol. 120(C).
    14. Hao Dong & Daniel L. Millimet, 2020. "Propensity Score Weighting with Mismeasured Covariates: An Application to Two Financial Literacy Interventions," JRFM, MDPI, vol. 13(11), pages 1-24, November.
    15. Kadoya, Yoshihiko & Khan, Mostafa Saidur Rahim, 2020. "What determines financial literacy in Japan?," Journal of Pension Economics and Finance, Cambridge University Press, vol. 19(3), pages 353-371, July.
    16. Hiroshi Fujiki, 2019. "Who needs guidance from a financial adviser? Evidence from Japan," Working Papers on Central Bank Communication 011, University of Tokyo, Graduate School of Economics.
    17. Fuzhong Chen & Jingxin Lu & Jiaying Li & Wenting Wang & Horlane Bissielou, 2020. "Sustainable Financial Education and Consumer Life Satisfaction," Sustainability, MDPI, vol. 12(3), pages 1-21, February.
    18. Tim Kaiser & Lukas Menkhoff, 2017. "Does Financial Education Impact Financial Literacy and Financial Behavior, and If So, When?," The World Bank Economic Review, World Bank, vol. 31(3), pages 611-630.
    19. Melanie Lührmann & Marta Serra-Garcia & Joachim Winter, 2018. "The Impact of Financial Education on Adolescents' Intertemporal Choices," American Economic Journal: Economic Policy, American Economic Association, vol. 10(3), pages 309-332, August.
    20. Kenneth De Beckker & Kristof De Witte & Geert Van Campenhout, 2020. "The role of national culture in financial literacy: Cross‐country evidence," Journal of Consumer Affairs, Wiley Blackwell, vol. 54(3), pages 912-930, September.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:jknowl:v:14:y:2023:i:2:d:10.1007_s13132-022-00936-9. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.