Determinants of Financial Access for Smallholder Farmers in Thailand: Challenges, Credit Assessment Criteria, Credit Literacy, and Loan Access
Keywords:
Financial access, Smallholder farmers, Credit literacy, Rural financeAbstract
This study examines the factors that influence access to funding sources for small-scale farmers in Thailand, focusing on challenges in accessing financial resources (CAF), credit assessment criteria (CAC), credit knowledge (CL), and loan accessibility (LA). The objectives are: 1) to analyze the problems and obstacles farmers face when seeking financial support, 2) to assess the confirmatory components of the causal factors, and 3) to develop a structural equation model explaining how these factors relate to farmers’ access to funding sources. Data were collected through questionnaires from 442 small-scale farmers across 18 provinces, using stratified sampling. Structural equation modeling and confirmatory factor analysis were used to evaluate the relationships among the four latent variables.
The findings indicate that the major barriers to accessing funding are the lack of collateral, limited credit knowledge, and insufficient financial documentation. More flexible credit criteria and improved credit knowledge can substantially increase loan accessibility, while difficulty in accessing loans may further restrict farmers’ credit knowledge. The study introduces a model that can support the development of more comprehensive and sustainable financial services and policies for small-scale farmers.
References
Abdul Latif Jameel Poverty Action Lab [J-PAL]. (2018).
Credit's limited impact on smallholder farm profitability.
Retrieved February 25, 2025, from https://www.
povertyactionlab.org/policy-insight/credits-limitedimpact-
smallholder-farm-profitability
AgAmerica. (2013). Ag Lending 101. Retrieved February 25,
, from https://agamerica.com/blog/ag-lending/
Akram, A., Qureshi, S., & Zaman, K. (2008). Role of collateral
in agricultural credit: Evidence from rural Pakistan.
The Pakistan Development Review, 47(4), 629–646.
Akram, W., Hussain, Z., Sial, M. H., & Hussain, I. (2008).
Agricultural credit constraints and borrowing behavior
of farmers in rural Punjab. European Journal of
Scientific Research, 23(2), 294–304.
Apata, T. G., Folayan, A., Apata, O. M., & Akinlua, J. (2011).
The economic role of Nigeria's subsistence agriculture
in the transition process: Implications for rural
development. In the Proceedings of the 85th Annual
Conference of the Agricultural Economics Society.
Coventry, UK: University of Warwick. https://doi.
org/10.22004/ag.econ.108942
Assouto, B. Y., & Houngbeme, T. K. (2023). Alternative assets
and credit access among African smallholders. African
Finance Journal, 18(1), 45–61. https://doi.org/10.108
/23322039.2023.2196856
Attavanich, W., Chantarat, S., Chenphuengpawn, J.,
Mahasuweerachai, P., & Thampanishvong, K. (2019).
Farms, farmers and farming: A perspective through
data and behavioral insights (Discussion Paper No.
. Puey Ungphakorn Institute for Economic
Research.
Babbie, E. (2020). The practice of social research (15th ed.).
Boston, MA: Cengage Learning.
Balana, B. B., & Oyeyemi, M. A. (2022). Agricultural credit
constraints in smallholder farming in developing
countries: Evidence from Nigeria. World Development
Sustainability, 1, 100012. https://doi.org/10.1016/j.
wds.2022.100012
Bank for Agriculture and Agricultural Cooperatives (BAAC).
(2023). Annual Report 2023. Bangkok, Thailand:
BAAC.
Barry, P. J., & Robison, L. J. (2001). Agricultural finance:
Credit, credit constraints, and consequences. In B.
L. Gardner & G. C. Rausser (Eds.), Handbook of Agricultural Economics (Vol. 1, pp. 513–571).
Amsterdam, Netherlands: North Holland. https://
doi.org/10.1016/S1574-0072(01)10013-7
Beck, T., & Demirgüç-Kunt, A. (2008). Access to finance:
An unfinished agenda. The World Bank Economic
Review, 22(3), 383–396.
Bentler, P. M., & Chou, C. P. (1987). Practical issues in structural
modeling. Sociological Methods & Research, 16(1),
–117. https://doi.org/10.1177/0049124187016
Björkegren, D., & Grissen, D. (2018). The potential of digital
credit to bank the poor. AEA Papers and Proceedings,
, 68–71. https://doi.org/ 10.1257/pandp.20181032
Brewer, B., & Langemeier, M. (2021). Understanding the Five
C’s of Credit. Retrieved February 25, 2025, from https://
ag.purdue.edu/commercialag/home/resource
/2021/02/understanding-the-five-cs-of-credit/
Casaburi, L., & Willis, J. (2018). Time versus state in insurance:
Experimental evidence from contract farming in
Kenya. American Economic Review, 108(12), 3778–
https://doi.org/ 10.1257/aer.20171526
Chandio, A. A., Shah, M. A., & Raza, S. (2017). Impact of
farmer characteristics on credit access: Evidence from
Pakistan. The Journal of Animal & Plant Sciences,
(3), 834–840.
Collins, D., Morduch, J., Rutherford, S., & Ruthven, O. (2020).
Portfolios of the poor: How the world's poor live on
$2 a day. Princeton, NJ: Princeton University Press.
Comrey, A. L., & Lee, H. B. (1992). A first course in factor
analysis (2nd ed.). Hillsdale, NJ: Lawrence Erlbaum
Associates.
Demirgüç-Kunt, A., Klapper, L., Singer, D., Ansar, S., & Hess,
J. (2018). The global findex database 2017: Measuring
financial inclusion and the fintech revolution.
Washington, DC: World Bank. https://doi.org/10.1596
/978-1-4648-1259-0
Department of Agricultural Extension. (2023). Agricultural
registration database. Bangkok, Thailand: Ministry of
Agriculture and Cooperatives.
de Janvry, A., Sadoulet, E., & Wolford, W. (Eds.). (2001).
Access to land, rural poverty, and public action. Oxford,
UK: Oxford University Press. https://doi.org/10.1093/
acprof:oso/9780199242177.001.0001
Djoumessi, T., Wanyama, F., & Gockowski, J. (2018).
Capabilities and credit constraints among smallholder
farmers in Cameroon. African Journal of Agricultural
Research, 13(15), 754–763.
Domeher, D., & Abdulai, R. (2012). Land registration, credit
and agricultural investment in Africa. Agricultural
Finance Review, 72(1), 87–103. https://doi.org/10.1108/
Farm Credit of the Virginias. (2023). The 5 C's of Credit.
Retrieved February 25, 2025, from https://www.farm
creditofvirginias.com/blog/the-5-cs-of-credit
Farmtopia. (2023). Challenges of adopting digital solutions:
Can small-scale farmers weather the storm? Retrieved
February 25, 2025, from https://farmtopia.eu/challengesof-
adopting-digital-solutions-can-small-scale-farmersweather-
the-storm/
Food and Agriculture Organization of the United Nations.
(2023). The state of food and agriculture 2023:
Leveraging automation in agriculture for transforming
agrifood systems. Rome, Italy: FAO.
Ghatak, M., & Guinnane, T. W. (1999). The economics of
lending with joint liability: Theory and practice.
Journal of Development Economics, 60(1), 195–228.
https://doi.org/10.1016/S0304-3878(99)00041-3
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014).
Multivariate data analysis (7th ed.). London, UK:
Pearson Education.
International Finance Corporation. (2014). Agribusiness: IFC's
approach to agribusiness development. Retrieved
February 25, 2025, from https://www.ifc.org/content/
dam/ifc/doc/mgrt/storiesofimpact-agribusinessfinal-
lores.pdf
Jonnalagadda, A. K., & Sabbineni, P. (2024). Role of fintech
and alternative credit scoring methods in accelerating
the financial inclusion of smallholder farmers in India.
Indian Journal of Natural Sciences, 13(71), 41330–41342.
Jöreskog, K. G., & Sörbom, D. (2006). LISREL 8.80 for
Windows [Computer software]. Scientific Software
International.
Jumlongnark, W. (2024). Microfinance in Thailand: Navigating
challenges and unlocking opportunities. arXiv preprint
arXiv:2409.03157. https://doi.org/10.48550/arXiv.
03157
Kenan Foundation Asia. (2023). Literacy Improvement for
better Finance in Thailand (LIFT): Research study on
household debt and financial literacy. Retrieved
February 25, 2025, from https://www.kenan-asia.org/
key-challenges/lasting-communities/kenan-instituteasia-
released-the-literacy-improvement/
Khandker, S. R., & Yamano, T. (Eds.). (2025). Agricultural
finance for developing countries. Manila, Philippines:
Asian Development Bank. http://dx.doi.org/10.22617/
TCS250075-2
Kinda, S. M., & Sawadogo, R. (2023). Does financial
development really spur industrialization in sub-
Saharan African countries? African Development
Review, 35(4), 390–402. https://doi.org/10.1111/1
-8268.12721
Kislat, C. (2015). Why are informal loans still a big deal?
Evidence from North-east Thailand. The Journal of
Development Studies, 51(5), 569–585. https://doi.org/
1080/00220388.2014.983907
Ksapa. (2023). Digital tools: Empowering smallholder farmers.
Retrieved February 25, 2025, from https://ksapa.org/
digital-tools-empowering-smallholder-farmers/
Kumar, A., Singh, K., & Singh, R. (2023). Constraints to
agricultural finance in underdeveloped and developing
countries: A systematic literature review. International
Journal of Agricultural Sustainability, 21(1), 1–20.
https://doi.org/10.1080/14735903.2024.2329388
Lelisho, A. E., & Lelisho, M. E. (2024). Impact of credit use
on crop productivity and gross income of smallholder
farmers: A propensity score matching approach.
Discover Agriculture, 2, 38. https://doi.org/10.1007/
s44279-024-00058-7
Levin, K. A. (2006). Study Design III: Cross-Sectional Studies.
Evidence-Based Dentistry, 7, 24–25. https://doi.
org/10.1038/sj.ebd.6400375
Lusardi, A., & Mitchell, O. S. (2011). Financial literacy around
the world: An overview. Journal of Pension Economics
and Finance, 10(4), 497–508. https://doi.org/10.1017/
S1474747211000448
Maia, A. G., & Eusébio, G. S. (2016). Impact of microcredit
on small-farm agricultural production: Evidence
from Brazil. In Agricultural and Applied Economics
Association (Ed.), Proceedings of 2016 Annual
Meeting (No. 235682). Boston, MA. https://doi.
org/10.22004/ag.econ.235682
Maurer, K. (2014). Where is the risk? Is agricultural banking
really more difficult than other sectors? In D. Köhn
(Ed.), Finance for Food: Towards New Agricultural
and Rural Finance (pp. 139–165). Berlin, Germany:
Springer. https://doi.org/10.1007/978-3-642-54034-9_7
Mikolajczyk, S., Mikulcak, F., Thompson, A., & Long, I. (2021).
Unlocking smallholder finance for sustainable
agriculture in Southeast Asia. Berlin, Germany:
Climate Focus and WWF.
Moenjak, T., Kongprajya, A., & Monchaitrakul, C. (2020).
FinTech, financial literacy, and consumer saving and
borrowing: The case of Thailand. Tokyo, Japan: Asian
Development Bank Institute.
North, D. C. (1990). Institutions, institutional change and
economic performance. Cambridge, UK: Cambridge
University Press. https://doi.org/10.1017/CBO9780
Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory
(3rd ed.). New York, NY: McGraw-Hill. https://doi.
org/10.1177/014662169501900308
Office of Agricultural Economics (OAE). (2021). Agricultural
statistics of Thailand 2021. Retrieved February 25,
, from https://www.oae.go.th/assets/2022/07
/2565-07-20-10-47-15.pdf
Office of Agricultural Economics (OAE). (2022). Agricultural
statistics of Thailand 2022. Retrieved February 25,
, from https://www.oae.go.th/assets/portals/1/
files/journal/2565/StatReport65.pdf
Onah, O. G., Enete, A. A., Okoye, C. U., Ume, C. O., & Onyia,
C. C. (2024). Impact of credit access of farmers in
cooperative societies on financial performance: The
predictive effect of financial literacy. International
Journal of Social Economics, 51(11), 1420–1433.
https://doi.org/10.1108/IJSE-10-2023-0837
Organisation for Economic Co-operation and Development.
(2005). Improving financial literacy: Analysis of issues
and policies. Paris, France: OECD Publishing. https://
doi.org/10.1787/9789264012578-en
Organisation for Economic Co-operation and Development.
(2018). G20/OECD INFE policy guidance on
digitalisation and financial literacy. Paris, France:
OECD Publishing. https://doi.org/10.1787/effe2693-en
Rovinelli, R. J., & Hambleton, R. K. (1977). On the use of
content specialists in the assessment of criterionreferenced
test item validity. Dutch Journal of
Educational Research, 2(2), 49–60.
Savoy, C. M. (2022). Access to finance for smallholder farmers.
Retrieved February 25, 2025, from https://www.csis.
org/analysis/access-finance-smallholder-farmers
Schumacker, R. E., & Lomax, R. G. (2010). A beginner’s guide
to structural equation modeling (3rd ed.). London, UK:
Routledge.
Soekarni, M., Adam, L., Thoha, M., Sarana, J., Ermawati, T.,
Saptia, Y., … Wibowo, M. (2024). Strengthening
financial literacy of smallholder farmers through
agricultural fintech peer-to-peer lending: evidence and
practical implications. Cogent Social Sciences, 10(1).
https://doi.org/10.1080/23311886.2024.2359011
Somasundaram, P., & Devadason, E. S. (2023). Socio-economic
empowerment in rural India: Do financial inclusion
and literacy matter? Cogent Social Sciences, 9(1),
https://doi.org/10.1080/23311886.2023.222
Stiglitz, J. E., Sen, A., & Fitoussi, J.-P. (2009). Report by
the commission on the measurement of economic
performance and social progress. Paris, France:
Commission on the Measurement of Economic
Performance and Social Progress.
Stiglitz, J. E., & Weiss, A. (1981). Credit rationing in markets
with imperfect information. The American Economic
Review, 71(3), 393–410.
Suryani, I. P., Suri, A. G., & Shafira, Z. (2023). How fintech
peer to peer lending affected MSMEs financial access:
Case study amartha. InFestasi, 19(2), 166–181. https://
doi.org/10.21107/infestasi.v19i2.22921
Syngenta Foundation for Sustainable Agriculture & Ebdaa
Bank. (2024). A pioneering survey on financial
literacy of smallholder farmers in Sudan. Zürich,
Switzerland: Swiss Capacity Building Facility.
Szabo, S., Apipoonyanon, C., Pramanik, M., Leeson, K., &
Singh, D. R. (2021). Perceptions of an ageing agricultural
workforce and farmers’ productivity strategies:
Evidence from Prachinburi Province, Thailand.
Outlook on Agriculture, 50(3), 294–304. https://doi.
org/10.1177/00307270211025053
Texas Farm Credit. (2021). The 5 C's of Credit. Retrieved
February 25, 2025, from https://texasfarmcredit.com/
resources/5-cs-of-credit/
Thai Credit Guarantee Corporation. (2022). Annual Report
Bangkok, Thailand: TCG.
Thailand Development Research Institute (TDRI). (2014).
Thais score low in financial literacy: Demand-side
constraints in access to credit. Bangkok, Thailand:
TDRI.
Thailand Development Research Institute (TDRI). (2022).
Enhancing agricultural credit access for smallholder
farmers in Thailand. Bangkok, Thailand: TDRI.
Thaler, R. H., & Sunstein, C. R. (2008). Nudge: Improving
decisions about health, wealth, and happiness. New
Haven, CT: Yale University Press.
Thansettakij. (2024). Thai agriculture is losing strength: High
costs contrast with falling income [in Thai]. Retrieved
February 25, 2025, from https://www.thansettakij.com/
business/economy/584833
Tilleke & Gibbins. (2024). Banking and Finance. Retrieved
February 25, 2025, from https://www.tilleke.com/
practices/banking-and-finance/
Timu, A. G., Laborte, A., Attoh, E., Kikulwe, E., Kiundu,
P.,Guo, Z., Mayanja, B., Mbithi, A., Sartas, M.,
Vyas, S., & You, L. (2024). Advancing climatesmart
financial solutions for smallholder farmers:
Lessons from the CGIAR Research Initiative on
Climate Resilience. Montpellier, France: CGIAR.
Udomkerdmongkol, P., & Chalermpao, N. (2020). Thailand
rural income diagnostic: Challenges and opportunities
for rural farmers. Bangkok, Thailand: World Bank
Group.
United Nations. (2015). Transforming our world: The 2030
agenda for sustainable development. New York, NY:
United Nations.
Van Wijk, M., Alvarez, C., Anupama, G., Arnaud, E., Azzarri,
C., Burra, D.,… Kruseman, G. (2019). Towards a core
approach for cross-sectional farm household survey
data collection: a tiered setup for quantifying key farm
and livelihood indicators. Rome, Italy: CGIAR
Platform for Big Data in Agriculture.
Von Pischke, J. D. (1978). The political economy of specialized
farm credit institutions. In J. Howell (Ed.), Borrowers
and lenders: Rural financial markets and institutions
in developing countries (pp. 81–95). Boulder, CO:
Kumarian Press.
World Bank. (2014). Global financial development report 2014:
Financial inclusion. Washington, DC: World Bank.
World Bank. (2022). Thailand rural income diagnostic.
Washington, DC: International Bank for Reconstruction
and Development.
Zhang, L., & Li, C. (2024). Digital financial inclusion and
household financial vulnerability: Evidence from rural
China. Heliyon, 10(2), e123456. https://doi.
org/10.1016/j.heliyon.2024.123456
Zins, A., & Weill, L. (2016). The determinants of financial inclusion in Africa. Review of Development Finance,
(1), 46–57. https://doi.org/10.1016/j.rdf.2016.05.001
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