Does the method of entrusted lending via farmer - Based unions facilitate low - income households’ access to bank credit? evidence from northwestern Vietnam
This paper aims to examine the hypothesis that the method of entrusted
lending via farmer-based unions is significant to resolve information
asymmetries and facilitate households’ access to bank credit. This paper
uses binary logistic regression models applied to data collected from a
survey of 548 cinnamon households in Northwestern Vietnam. Results
show that membership to a farmer-based union facilitates households’
access to collateral-free credit. Unions help banks to better select
creditworthy households, conduct group lending to reduce risk of default
and transaction costs. The successful factor of unions can be explained by
the fact that unions exploit local knowledge to conduct group lending,
thereby help to resolve information asymmetries in farm credit markets. To
bridge the credit gap, more regular trainings for the leaders of unions and
the groups of credit and savings are needed. In addition, a digital database
is useful to share reliable information between banks and unions regarding
relevant entrustment issues. The results contribute to the practical actions
by suggesting a feasible policy intervention for addressing the problem of
information asymmetries in farm credit markets
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Tóm tắt nội dung tài liệu: Does the method of entrusted lending via farmer - Based unions facilitate low - income households’ access to bank credit? evidence from northwestern Vietnam
TNU Journal of Science and Technology 226(03): 11 - 19 11 Email: jst@tnu.edu.vn DOES THE METHOD OF ENTRUSTED LENDING VIA FARMER-BASED UNIONS FACILITATE LOW-INCOME HOUSEHOLDS’ ACCESS TO BANK CREDIT? EVIDENCE FROM NORTHWESTERN VIETNAM Do Xuan Luan * TNU - University of Agriculture and Forestry ARTICLE INFO ABSTRACT Received: 07/4/2020 This paper aims to examine the hypothesis that the method of entrusted lending via farmer-based unions is significant to resolve information asymmetries and facilitate households’ access to bank credit. This paper uses binary logistic regression models applied to data collected from a survey of 548 cinnamon households in Northwestern Vietnam. Results show that membership to a farmer-based union facilitates households’ access to collateral-free credit. Unions help banks to better select creditworthy households, conduct group lending to reduce risk of default and transaction costs. The successful factor of unions can be explained by the fact that unions exploit local knowledge to conduct group lending, thereby help to resolve information asymmetries in farm credit markets. To bridge the credit gap, more regular trainings for the leaders of unions and the groups of credit and savings are needed. In addition, a digital database is useful to share reliable information between banks and unions regarding relevant entrustment issues. The results contribute to the practical actions by suggesting a feasible policy intervention for addressing the problem of information asymmetries in farm credit markets. 22/5/2020 10/6/2020 Revised: Published: KEYWORDS Access to credit Households Farmer-based unions Northwestern Vietnam PH N H C CHO A H C QUA C C CH C N N D N C H C I P C N N D N N N H N C A C C H HU NH P H P H N N CH N N C I NAM L g i h g – h i gu H N IN I O M T Ngày h bài: 07/4/2020 c ch c a b i vi t n y nh m ki m nh gi thuy t cho r ng ph ng th c cho vay y th c th ng qua c c t ch c c a n ng d n c ngh a trong kh c ph c b t c n x ng th ng tin v th c y ti p c n t n d ng ng n h ng c a c c h gia nh. i vi t s d ng m h nh h i quy logistic v i d li u c thu th p t kh o s t h tr ng qu T y c Vi t am. t qu cho th y th nh vi n trong c c t ch c n ng d n tạo iều ki n cho c c h gia nh ti p c n v i t n d ng ng n h ng kh ng c n t i s n th ch p. c t ch c h i gi p ng n h ng l a ch n t t h n c c h gia nh c nhu c u vay v n t ch c cho vay theo nh m qua gi m r i ro v chi ph giao d ch. Th nh c ng c a c c t ch c h i c th do h khai th c ki n th c a ph ng ti n h nh cho vay theo nh m qua gi p kh c ph c b t c n x ng th ng tin trong th tr ng t n d ng n ng nghi p. C n t ch c c c kh a o tạo th ng xuy n cho c n b c a c c h i v c c t ti t ki m vay v n thu hẹp kho ng c ch t n d ng; x y d ng s d li u s chia s th ng tin gi a c c ng n h ng v c c h i li n quan n c c v n ề y th c cho vay. t qu nghi n c u cũng ề xu t c c can thi p ch nh s ch kh thi gi i quy t v n ề b t c n x ng th ng tin trong th tr ng t n d ng n ng nghi p. 22/5/2020 10/6/2020 Ngày hoà thiện: Ngày đă g: T H A T n d ng H gia nh T ch c n ng d n T y c Vi t am DOI: https://doi.org/10.34238/tnu-jst.2943 * Email: doxuanluan@tuaf.edu.vn TNU Journal of Science and Technology 226(03): 11 - 19 12 Email: jst@tnu.edu.vn 1. Introduction Sufficient access to credit is crucial to improve farmers’ income [1]. Unfortunately access constraints have adverse effects on their ability to invest [2]. Lack of collaterals and high transaction costs due to information asymmetries have prevented a number of farm households from accessing to credit [3]. On the supply side, banks find it hard to evaluate the possible risks and repayment capacity of applicants. Banks face higher costs of selecting, controlling and enforcing borrowers to repay. In the field of rural credit, few studies examined on how to resolve the problem of information asymmetries to narrow the gap between credit demand and supply. This study contributes to the literature by answering a main research question: Does the method of entrusted lending via farmer-based unions facilitate low-income households’ access to bank credit? Lending entrustment means that farmer-based unions such as farmers’ unions women’s unions receive entrusted fund from banks via entrustment agreement for lending to their clients. A case study was made from the cinnamon-farming households in Northwestern Vietnam. Cinnamon has been seen as the most aromatic medicinal plant with high concentration of essential oils, sweet flavour which are beneficial to health care [4]. Farmers need credit incentives to improve the quality of cinnamon materials which are later used in the pharmaceutical sector. 2. Methodology 2.1. Data collection Cinnamon is mainly planted in Yen Bai province, which is home to the most vulnerable, socially excluded ethnic communities in the country [5]. The growing demand from international markets for high quality cinnamon products being used for food, medicine and essential oils also creates challenges for farm households who are involved in the growing stage of cinnamon trees. Van Yen from the Northwest, Van Chan from the West and Tran Yen from the Northern part of the province were the three districts selected for collecting primary data. Table 1. Decomposition of household sample size Districts Communes Sample households Sampling rate (%) Van Yen Dai Son 73 13.32 Vien Son 68 12.41 Mo Vang 30 5.47 Chau Que Ha 25 4.56 Yen Phu 30 5.47 Phong Du Thuong 25 4.56 Xuan Tam 26 4.74 Tan Hop 42 7.66 Tran Yen Quy Mong 30 5.47 Kien Thanh 30 5.47 Y Can 30 5.47 Dao Thinh 30 5.47 Van Chan Nam Lanh 28 5.11 Nam Muoi 28 5.11 Nam Bung 25 4.56 Son Luong 28 5.11 Total 16 communes 548 100.00 A household survey was made between August 2017 to March 2018, using a structured questionnaire ... chase grass-cutting machines, sawing machines, bark dryer, storage facilities and improved drying yards. The credit duration depends on the policy of the bank, the type of credit and the TNU Journal of Science and Technology 226(03): 11 - 19 16 Email: jst@tnu.edu.vn amount of credit applied for. A farmer can apply for the Agribank credit by completing an application form and providing collateral in the form of land and houses with proof of land title (red books). Table 3. Main characteristics of sampled farmers and households Dimension Variable Van Yen (n=319) Van Chan (n=109) Tran Yen (n=120) Overall (n=548) Cinnamon farmers a Age (years) 44.8 (10.85) 40.6 (9.88) 47.1 (10.74) 44.4 (10.83) Education (years) 6.2 (3.98) 7.4 (4.33) 6.7 (2.89) 6.5 (3.87) Ethnicity (0-1) 0.28 (0.45) 0.18 (0.38) 0.40 (0.49) 0.28 (0.45) Cinnamon households a Union (0-1) 0.22 (0.42) 0.19 (0.39) 0.32 (0.47) 0.24 (0.42) Household size (persons) 4.6 (1.57) 4.9 (1.74) 4.3 (1.48) 4.6 (1.60) Distance to main market (km) 5.7 (5.69) 21.6 (11.54) 4. 9 (3.01) 8.7 (9.40) Market visits (visits per week) 1.74 (1.33) 1.11 (1.02) 1.51 (1.39) 1.56 (1.31) Cinnamon farm size (hectares) 2.7 (3.36) 0.9 (1.10) 1.4 (1.22) 2.1 (2.78) Collateral requirement (0-1) 0.16 (0.37) 0.17 (0.38) 0.25 (0.43) 0.18 (0.39) Bank account (0-1) 0.09 (0.28) 0.09 (0.28) 0.27 (0.44) 0.13 (0.33) Training (0-1) 0.14 (0.35) 0.11 (0.32) 0.26 (0.44) 0.16 (0.37) Access to credit b Agribank (%) 14.73 7.34 8.33 11.86 VBSP (%) 32.28 45.87 54.16 39.78 Note: a Mean value with standard errors in parentheses; b Percentage of respondents who have previously obtained credit from the type of provider Farmers can also apply for a preferential credit program, offered by the VBSP subsidised by the Vietnamese government. To obtain credit from the VBSP, an applicant needs to be in the list of applicants approved by the commune people’s committees. All 39.7 % of households which received preferential credit need to be membership in credit and savings groups to receive credit through unions such as women’s unions or farmers’ unions. 3.2. Lending characteristics by banks Lending characteristics of two banks are presented in Table 4. The VBSP has disbursed loans according to the governmental lending program. Households received subsidies from preferential credit programs. The overdue debt of credit disbursed through local unions from the VBSP is much lower than that of the Agribank. The Agribank still relies on collateral in the form of land use certificates. One difficulty for households is due to the problem of family separation leading to a case that many households do not have a certificate of land use rights. Multi-generation families separate and one land use certificate is used for multiple smaller size families, meaning that only one can use the land use certificate to apply for credit. TNU Journal of Science and Technology 226(03): 11 - 19 17 Email: jst@tnu.edu.vn Table 4. Lending characteristics by banks Characteristics VBSP Agribank Targeted clients Poor and near-poor households; 11 lending programs Wealthier households; enterprises; cooperatives and farms Maximum amount 50 million dong Credit value not exceeds 70% of collateral value Overdue debt 0.39% of total amount disbursed 3% of total amount disbursed Duration 3-5 years Flexible, depends on contracts Monthly interest rate (%) 0.65%-0.90% Around 1%, flexible, depends on credit contracts Collateral requirement No collateral requirement Strictly collateral requirement (fixed assets or land use certificate) Lending model Group lending via women’s and farmers’ unions Individual lending Lending conditions Based on the governmental targeting and policies Based on market mechanism Loan repayment Monthly or quarterly repayment Interest rate collection and principal at the communal branches Month or quarterly repayment Interest rate collection and principle at the bank branches Capital availability and borrower selection Depend on government budget The bank is less involved in selecting borrowers Depend on deposit mobilization The bank is closely involved in selecting borrowers 3.3. The role of farmer-based unions in facilitating households’ access to bank credit The results from a logistic estimate of the probability that a household has access to credit are presented in Table 5. Results show that access to Agribank credit is not contingent upon union membership. It depends on the availability of collateral, stable income and a good business plan. However, membership to a union is significant at 1% and positively related the probability of households’ access to preferential credit. In other words cinnamon households that join a union have a higher probability of accessing preferential credit. The finding in this study conforms to previous studies with data collection in other countries. Social unions also serve as the guarantee to improve their members’ access to credit without asset collateral security in rural Philippines [14]. Frequent meetings in group lending can serve as insurance to strengthen the ability of smallholder farmers to access financial services [15]. The education of household heads is positively associated with access to Agribank credit (P < 0.05). More educated households and might run their agribusiness more effectively. Ethnic minorities are more likely to access credit, particularly preferential credit. This result could be explained by the fact that preferential credit in Vietnam mainly targets the ethnic minority households who need capital but are normally bypassed by commercial banks. ollateral in the form of land ownership is positively correlated with cinnamon households’ access to Agribank credit (P 0.10). This finding collaborates with those of in-depth interviews with banks which showed that secure property rights could be used as one of the most reliable lending criteria for the Agribank. Ownership of a bank account is positively and strongly (P < 0.01) correlated only with the access to overall credit and preferential credit. This result is consistent with the expectations, given that savings account is a component of rural financial inclusion. However, only 21% of adults and only 6% of the poor in Vietnam have bank accounts, which is very low compared to other countries in the world [16]. Being located in the most well-known cinnamon district was found to be the most significant variables influencing access to Agribank credit. The significant regional dummy variable TNU Journal of Science and Technology 226(03): 11 - 19 18 Email: jst@tnu.edu.vn suggests a higher granted credit in Van Yen compared to other districts. The explanation could be geographical indications of cinnamon products certified by the government to improve the cinnamon product management system, increase economic value for cinnamon products and generate income for farmers. Table 5. The impact of membership in farmer-based unions and other relevant factors on credit accessibility by cinnamon households Dimension Variables Estimated coefficients (Standard error) Agribank VBSP Overall Cinnamon farmers Age (years) 0.0319 (0.1321) -0.0647 (0.0790) -0.0474 (0.0874) Age square (years squared) -0.00007 (0.0014) 0.00048 (0.0008) 0.00020 (0.0009) Education (years) 0.1015 (0.0518) ** -0.0484 (0.0338) -0.0106 (0.0389) Ethnicity (0-1) -0.0151 (0.3916) -0.5960 (0.2879) ** -0.9433 (0.3793) ** Cinnamon households Union (0-1) 0.0783 (0.4115) 3.4985 (0.3252) *** 6.1209 (1.0309) *** Household size (persons) -0.1255 (0.1169) 0.0797 (0.0746) 0.0472 (0.0905) Distance to main market (km) 0.0279 (0.0244) 0.0018 (0.0129) 0.0088 (0.0143) Market visits (visits) 0.1324 (0.1220) -0.0980 (0.0970) -0.1213 (0.1374) Cinnamon farm size (hectares) 0.0243 (0.0686) -0.0624 (0.0501) -0.0746 (0.0596) Collateral requirement (0-1) 3.7384 (0.3889) *** 0.4602 (0.2859) 5.8104 (1.0348) *** Bank account (0-1) 0.0591 (0.4695 ) 1.0413 (0.3355) *** 1.0544 (0.4114) ** Training (0-1) -0.4861 (0.4927) .05014 (0.3085) 0.5303 (0.3668) Van Yen (0-1) 1.4007 (0.4690) ** -0.7460 (0.3036) ** -0.3833 (0.3712) Van Chan (0-1) -0.5095 (0.7228) 0.0860 (0.3881) -0.4928 (0.4756) Model specification Intercept -6.2317 * (3.0661) 1.1107 (1.8139) 0.9092 (2.0220) Percent correctly predicted (N=548) 91.79% 80.47% 85.77% Likelihood ratio test chi2, (14 degrees of freedom) 152.12 *** 235.97 *** 393.06 *** Note: The dependent variable is a 0-1 i di ato of a ess to edit whe e 1= a ess to edit’ Sta da d errors are in parentheses with the estimates; * Significance at a 10% level; **Significant at a 5% level; ***Significance at a 1% level. 4. Conclusions and policy implications Access to credit for farm households is a key part of the rural development and poverty reduction process. However, lack of access to credit remains a big challenge for farm development in general and for the cinnamon farming in particular. This study examines whether membership in a farmer-based union can facilitate household’s access to credit. TNU Journal of Science and Technology 226(03): 11 - 19 19 Email: jst@tnu.edu.vn The findings show that households need credit improve investment and the quality products which are later used for health care needs. Membership in a farmer-based union facilitates farmers’ access to collateral-free credit. It is therefore necessary to encourage farmers to join the unions to have convenient access to credit. Another finding is that commercial banks are hesitant to expand credit and require tangible collateral in the form of red books to be present as the most important condition for giving loans. Findings in this study provide insights for designing credit schemes for farm households in similar situations in other lower-income economies. The key lesson drawn is to take advantage of local knowledge to conduct group lending. Lending through farmer-based unions can address the problem of information asymmetry in farm credit markets. To enhance the role of farmer-based unions, trainings are crucial to enhance their capacity in financial management. Union staffs need to be equipped with knowledge to support farmers in running more profitable businesses. Acknowledgments This research is funded by Vietnam National Foundation for Science and Technology Development (NAFOSTED) under grant number 502.01-2016.12. REFERENCES [1] R. E. Isoto, A. G. Sam, and D. S. Kraybill, "Uninsured Health Shocks and Agricultural Productivity among Rural Households: The Mitigating Role of Micro-credit," The Journal of Development Studies, vol. 53, pp. 2050-2066, 2017. [2] M. Arouri, N. V. Cuong, and A. B. 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