IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i4p2963-d1059778.html
   My bibliography  Save this article

Financial Literacy and Credit Accessibility of Rice Farmers in Pakistan: Analysis for Central Punjab and Khyber Pakhtunkhwa Regions

Author

Listed:
  • Ali Raza

    (College of Economics and Management, Northeast Forestry University, Harbin 150040, China)

  • Guangji Tong

    (College of Economics and Management, Northeast Forestry University, Harbin 150040, China)

  • Furqan Sikandar

    (College of Economics and Management, Northeast Forestry University, Harbin 150040, China)

  • Vasilii Erokhin

    (School of Economics and Management, Harbin Engineering University, Harbin 150001, China)

  • Zhang Tong

    (Department of History, Northeastern University at Qinhuangdao, Qinhuangdao 066004, China)

Abstract

This study investigates the factors that affect farmers’ access to Food Security and Agricultural Credit (FSAC) services for the farmers of Pakistan who have no access to banking but have a feasible farm business. Using multiple regressions and logistic analysis, the authors revealed the determinants of farmers’ financial literacy and analyzed the variables which affected the farmers’ accessibility to FSAC. Results indicated that the average financial literacy of respondents was at a moderate level. It was affected by the age of respondents, length of their education, distance to nearby cities, ownership of bank accounts, annual income, and financial education experience. The FSAC accessibility was also impacted by the area of cultivated land, interest rate, collateral, farms’ income, financial literacy index, credit accessibility experiences, the legal status of farmer groups, and the amount of a loan. Some of the issues that prevent farmers from having widespread access to the FSAC include the lack of loan need, lack of FSAC awareness, lack of collateral, loan usury perspective, loan rejection experience, fear of borrowing from the bank, and inactive farmer groups. The study contributes to the existing literature on the determinants of farmers’ access and choice of credit sources by using a primary data set.

Suggested Citation

  • Ali Raza & Guangji Tong & Furqan Sikandar & Vasilii Erokhin & Zhang Tong, 2023. "Financial Literacy and Credit Accessibility of Rice Farmers in Pakistan: Analysis for Central Punjab and Khyber Pakhtunkhwa Regions," Sustainability, MDPI, vol. 15(4), pages 1-24, February.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:4:p:2963-:d:1059778
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/4/2963/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/4/2963/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ullah, Ayat & Arshad, Muhammad & Kächele, Harald & Khan, Ayesha & Mahmood, Nasir & Müller, Klaus, 2020. "Information asymmetry, input markets, adoption of innovations and agricultural land use in Khyber Pakhtunkhwa, Pakistan," Land Use Policy, Elsevier, vol. 90(C).
    2. Hussain, Syed Sajidin & Mudasser, Muhammad, 2007. "Prospects for wheat production under changing climate in mountain areas of Pakistan - An econometric analysis," Agricultural Systems, Elsevier, vol. 94(2), pages 494-501, May.
    3. GAO Tianming & Anna Ivolga & Vasilii Erokhin, 2018. "Sustainable Rural Development in Northern China: Caught in a Vice between Poverty, Urban Attractions, and Migration," Sustainability, MDPI, vol. 10(5), pages 1-20, May.
    4. Klapper, Leora & Lusardi, Annamaria & Panos, Georgios A., 2012. "Financial literacy and the financial crisis," Policy Research Working Paper Series 5980, The World Bank.
    5. Abbas Ali Chandio & Yuansheng Jiang, 2018. "Determinants of Credit Constraints: Evidence from Sindh, Pakistan," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(15), pages 3401-3410, December.
    6. Annamaria Lusardi, 2008. "Household Saving Behavior: The Role of Financial Literacy, Information, and Financial Education Programs," NBER Working Papers 13824, National Bureau of Economic Research, Inc.
    7. Shehla Amjad & SAF Hasnu, 2007. "Smallholders’ Access to Rural Credit: Evidence from Pakistan," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 12(2), pages 1-25, Jul-Dec.
    8. Akram, Waqar & Hussain, Zakir, 2008. "Agricultural credit constraints and borrowing behavior of farmers in rural Punjab," MPRA Paper 31531, University Library of Munich, Germany.
    9. Ayat Ullah & Nasir Mahmood & Alam Zeb & Harald Kächele, 2020. "Factors Determining Farmers’ Access to and Sources of Credit: Evidence from the Rain-Fed Zone of Pakistan," Agriculture, MDPI, vol. 10(12), pages 1-13, November.
    10. Furqan Sikandar & Vasilii Erokhin & Li Xin & Marina Sidorova & Anna Ivolga & Alexey Bobryshev, 2022. "Sustainable Agriculture and Rural Poverty Eradication in Pakistan: The Role of Foreign Aid and Government Policies," Sustainability, MDPI, vol. 14(22), pages 1-14, November.
    11. repec:lje:journl:v:2:y:2007:i:2:p:1-25 is not listed on IDEAS
    12. Farida Farida & Hermanto Siregar & Nunung Nuryartono & Eka Intan K.P, 2016. "An Impact Estimator Using Propensity Score Matching: People’s Business Credit Program to Micro Entrepreneurs in Indonesia," Iranian Economic Review (IER), Faculty of Economics,University of Tehran.Tehran,Iran, vol. 20(4), pages 599-615, Autumn.
    13. Abbas Ali Chandio & Yuansheng Jiang & Abdul Rehman, 2018. "Credit margin of investment in the agricultural sector and credit fungibility: the case of smallholders of district Shikarpur, Sindh, Pakistan," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 4(1), pages 1-10, December.
    14. Ullah, Ayat & Arshad, Muhammad & Kächele, Harald & Zeb, Alam & Mahmood, Nasir & Müller, Klaus, 2020. "Socio-economic analysis of farmers facing asymmetric information in inputs markets: evidence from the rainfed zone of Pakistan," Technology in Society, Elsevier, vol. 63(C).
    15. Elahi, Ehsan & Abid, Muhammad & Zhang, Liqin & ul Haq, Shams & Sahito, Jam Ghulam Murtaza, 2018. "Agricultural advisory and financial services; farm level access, outreach and impact in a mixed cropping district of Punjab, Pakistan," Land Use Policy, Elsevier, vol. 71(C), pages 249-260.
    16. Chen, Haiyang & Volpe, Ronald P., 1998. "An Analysis of Personal Financial Literacy Among College Students," Financial Services Review, Elsevier, vol. 7(2), pages 107-128.
    17. Alex Winter-Nelson & Anna A. Temu, 2005. "Liquidity constraints, access to credit and pro-poor growth in rural Tanzania," Journal of International Development, John Wiley & Sons, Ltd., vol. 17(7), pages 867-882.
    18. Angioloni, Simone & Kudabaev, Zarylbek & Ames, Glenn C.W. & Wetzstein, Michael E., 2013. "Micro-credit impact in Kyrgyzstan: A study case," 2013 Annual Meeting, February 2-5, 2013, Orlando, Florida 143074, Southern Agricultural Economics Association.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ali Raza & Guangji Tong & Vasilii Erokhin & Alexey Bobryshev & Lyubov Chaykovskaya & Natalya Malinovskaya, 2023. "Sustaining Performance of Wheat–Rice Farms in Pakistan: The Effects of Financial Literacy and Financial Inclusion," Sustainability, MDPI, vol. 15(9), pages 1-19, April.

    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. Ayat Ullah & Nasir Mahmood & Alam Zeb & Harald Kächele, 2020. "Factors Determining Farmers’ Access to and Sources of Credit: Evidence from the Rain-Fed Zone of Pakistan," Agriculture, MDPI, vol. 10(12), pages 1-13, November.
    2. Iman Widhiyanto & Nunung Nuryartono & Harianto Harianto & Hermanto Siregar, 2018. "The Analysis of Farmers' Financial Literacy and its' Impact on Microcredit Accessibility with Interest Subsidy on Agricultural Sector," International Journal of Economics and Financial Issues, Econjournals, vol. 8(3), pages 148-159.
    3. Masaood Moahid & Ghulam Dastgir Khan & Yuichiro Yoshida & Niraj Prakash Joshi & Keshav Lall Maharjan, 2021. "Agricultural Credit and Extension Services: Does Their Synergy Augment Farmers’ Economic Outcomes?," Sustainability, MDPI, vol. 13(7), pages 1-23, March.
    4. Khodran Alzahrani & Mubashar Ali & Muhammad Imran Azeem & Bader Alhafi Alotaibi, 2023. "Efficacy of Public Extension and Advisory Services for Sustainable Rice Production," Agriculture, MDPI, vol. 13(5), pages 1-17, May.
    5. Ullah, Ayat & Zeb, Alam & Saqib, Shahab E. & Kächele, Harald, 2022. "Landscape co-management and livelihood sustainability: Lessons learned from the billion trees afforestation project in Pakistan," Land Use Policy, Elsevier, vol. 115(C).
    6. Ullah, Ayat & Zeb, Alam & Liu, Jinlong & Mahmood, Nasir & Kächele, Harald, 2021. "Transhumant pastoralist knowledge of infectious diseases and adoption of alternative land use strategies in the Hindu-Kush Himalayan (HKH) region of Pakistan," Land Use Policy, Elsevier, vol. 109(C).
    7. Chitralada Chaiya & Sikandar Sikandar & Pichate Pinthong & Shahab E. Saqib & Niaz Ali, 2023. "The Impact of Formal Agricultural Credit on Farm Productivity and Its Utilization in Khyber Pakhtunkhwa, Pakistan," Sustainability, MDPI, vol. 15(2), pages 1-14, January.
    8. Abbas Ali Chandio & Yuansheng Jiang & Feng Wei & Abdul Rehman & Dan Liu, 2017. "Famers’ access to credit: Does collateral matter or cash flow matter?—Evidence from Sindh, Pakistan," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1369383-136, January.
    9. Danuta Zawadzka & Agnieszka Strzelecka & Ewa Szafraniec-Siluta, 2021. "Debt as a Source of Financial Energy of the Farm—What Causes the Use of External Capital in Financing Agricultural Activity? A Model Approach," Energies, MDPI, vol. 14(14), pages 1-17, July.
    10. Mazhar Biland & Alam Zeb & Ayat Ullah & Harald Kaechele, 2021. "Why Do Households Depend on the Forest for Income? Analysis of Factors Influencing Households’ Decision-Making Behaviors," Sustainability, MDPI, vol. 13(16), pages 1-17, August.
    11. Ayat Ullah & Shahab E. Saqib & Harald Kächele, 2022. "Determinants of Farmers’ Awareness and Adoption of Extension Recommended Wheat Varieties in the Rainfed Areas of Pakistan," Sustainability, MDPI, vol. 14(6), pages 1-18, March.
    12. Ali Raza & Guangji Tong & Vasilii Erokhin & Alexey Bobryshev & Lyubov Chaykovskaya & Natalya Malinovskaya, 2023. "Sustaining Performance of Wheat–Rice Farms in Pakistan: The Effects of Financial Literacy and Financial Inclusion," Sustainability, MDPI, vol. 15(9), pages 1-19, April.
    13. C. Andrew Lafond & Bruce Leauby, 2014. "Integrating Financial Literacy Concepts into the Introductory Financial Accounting Course," International Journal of Business and Social Research, LAR Center Press, vol. 4(5), pages 12-24, May.
    14. Paola Bongini & Paolo Trivellato & Mariangela Zenga, 2015. "Business Students and Financial Literacy: When Will the Gender Gap Fade away?," Journal of Financial Management, Markets and Institutions, Società editrice il Mulino, issue 1, pages 13-30, June.
    15. Ullah, Ayat & Arshad, Muhammad & Kächele, Harald & Zeb, Alam & Mahmood, Nasir & Müller, Klaus, 2020. "Socio-economic analysis of farmers facing asymmetric information in inputs markets: evidence from the rainfed zone of Pakistan," Technology in Society, Elsevier, vol. 63(C).
    16. 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.
    17. Martinson Ankrah Twumasi & Yuansheng Jiang & Zhao Ding & Pengcheng Wang & Wonder Abgenyo, 2022. "The Mediating Role of Access to Financial Services in the Effect of Financial Literacy on Household Income: The Case of Rural Ghana," SAGE Open, , vol. 12(1), pages 21582440221, February.
    18. Paul Hallwood & Ronald MacDonald, 2014. "Picking The Right Budget Constraint For Scotland," Working Papers 2014_18, Business School - Economics, University of Glasgow.
    19. Martinson Ankrah Twumasi & Abbas Ali Chandio & Ghulam Raza Sargani & Isaac Asare & Huaquan Zhang, 2022. "Off-Farm Employment and Agricultural Credit Fungibility Nexus in Rural Ghana," Sustainability, MDPI, vol. 14(15), pages 1-15, July.
    20. Angela A. Hung & Andrew M. Parker & Joanne K. Yoong, 2009. "Defining and Measuring Financial Literacy," Working Papers WR-708, RAND Corporation.

    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:gam:jsusta:v:15:y:2023:i:4:p:2963-:d:1059778. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.