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The purpose of this paper is to weigh up the effect of index-based livestock insurance (IBLI) on loan take up behavior of the pastoral households in the Borena zone of Southern Ethiopia. Although the insurance was introduced over the last decade and it appears to have promising welfare benefit, there is a lack of pragmatic evidence on its effect in leveraging the household’s future wealth for the hope of better productivity in the present.

The authors analyze household-level unique panel data collected in three rounds using descriptive statistics and the fixed effect model estimated by least squares dummy variable analysis.

The authors found that the IBLI appears to have a positive and significant effect on the loan uptake behavior of the herding households.

This increased likelihood of loan uptake suggests that the insurance can reduce the cognitive cost of loan default that would occur due to weather shocks and build-up of the household’s confidence to uptake loan. Consequently, this likelihood can promote the creditworthiness of the insured and reduce his/her fear and worry regarding the possibility of loan delinquency.

The paper is, except where otherwise stated, entirely new work.

Drought-related climate risk and access to credit are among the major risks to agricultural productivity for smallholder farmers in Kenya. Farmers are usually credit-constrained due to either involuntary quantity rationing or voluntary risk rationing. By exploiting randomized distribution of weather risk-contingent credit (RCC) and traditional credit, the authors estimate the causal effect of bundling weather index insurance to credit on uptake of agricultural credits among rural smallholders in Eastern Kenya. Further, the authors assess farmers' credit rationing, its determinants and effects on credit uptake.

The study design was a randomized controlled trial (RCT) conducted in Machakos County, Kenya. 1,170 sample households were randomly assigned to one of three research groups, namely control, RCC and traditional credit. This paper is based on baseline household survey data and the first phase of loan implementation data.

The authors find that 48% of the households were price-rationed, 41% were risk-rationed and 11% were quantity-rationed. The average credit uptake rate was 33% with the uptake of bundled credit being significantly higher than that of traditional credit. Risk rationing seems to influence the credit uptake negatively, whereas premium subsidies do not have any significant association with credit uptake. Among the socio-economic variables, training attendance, crop production being the main household head occupation, expenditure on food, maize labour requirement, hired labour, livestock revenue and access to credit are found to influence the credit uptake positively, whereas the expenditure on non-food items is negatively related with credit uptake.

The study findings provide important insights on the factors of credit demand. Empirical results suggest that risk rationing is pervasive and discourages farmers to take up credit. The study results also imply that credit demand is inelastic although relatively small sample size for RCC premium subsidy groups may be a limiting factor to the authors’ estimation.

By implementing a multi-arm RCT, the authors estimate the factors affecting the uptake of insurance bundled agricultural credits along with eliciting credit rationing among rural smallholders in Eastern Kenya. This paper provides key empirical findings on the uptake of RCC and the effect of credit rationing on uptake of agricultural credits, a field which has been majorly theoretical.

Inadequate finance is considered a major factor limiting the growth of small-scale women-owned farm enterprises in Sub-Saharan Africa. Women empowerment programs such as table banking (TB) and women enterprise fund were initiated in an attempt to curb the credit gap affecting women in agribusiness. This paper determines the factors influencing the extent of credit access among women farm-entrepreneurs who are either members or nonmembers of TB groups in Kenya.

The study was conducted in Kericho County using a sample of 384 respondents. Factor analysis was used to generate three indicators of entrepreneurial orientation which were included as explanatory variables in the regressions. Double hurdle econometric model was employed to analyze the factors influencing the decisions on credit uptake and amount of borrowed loan. Separate models were estimated for members and nonmembers of TB groups since they differed in volume and source of loan accessed.

Results reveal that age of the woman and innovativeness negatively influenced credit access, whereas education level, participation in off-farm activities, number of farm enterprises, perception on interest rate, extension contacts and financial knowledge positively influenced the decision to access credit. On the other hand, participation in off-farm activities, risk-taking behavior, total land size, extension access and financial knowledge were statistically significant with positive correlation on the amount of loan borrowed. Significant factors differ between members and nonmembers of TB groups implying divergence in underlying credit access challenges once one has joined such groups.

The study did not consider supply-side factors affecting the amount of loan accessed by women farm-entrepreneurs.

To the best of the authors’ knowledge, this paper is one of the pioneer studies using the double hurdle model to analyze factors influencing the extent of credit access specifically among women farm-entrepreneurs and carrying out the analysis by membership in TB groups.

Women entrepreneurs face a myriad of challenges in running their enterprises, such as inadequate market information for their products or services, lack of marketing skills, insufficient capital to start and run the business and unfavourable policies in county governments among others, leading to unwillingness to participate in businesses. To overcome these challenges, a number of initiatives had been put in place as a way of empowering these women, for example, Women Enterprise and Development Fund (WEDF) aimed at financing and sustenance of women-owned small and medium enterprises (SMEs). Despite these initiatives, women continue to lag behind in terms of entrepreneurship leading to this study to unearth underlying issues pertaining to women entrepreneurship and empowerment. The study was guided by the following objectives: to determine the effects of WEDF loans on women empowerment, to evaluate accessibility of credit by women entrepreneurs, to establish the role of capacity building on the performance of women enterprises and to establish the effects of women enterprises on household livelihoods. This study is significant as it aimed at establishing the relationship between gender enterprise in relation to women empowerment by use of descriptive and explanatory research designs. The study targeted 246 women entrepreneurs in Eldoret whereby 51 respondents were sampled randomly who were issued with questionnaires having closed- and open-ended questions. Secondary data obtained from the banks were also used to enhance the accuracy of the data. The study established that WEDF loans had a positive effect on women empowerment and an improved household livelihood. On accessibility of loans, a few entrepreneurs had benefitted as women were required to be in groups in order to benefit and in addition, have collaterals. Performance of business enterprises owned by women who possessed marketing skills was good as opposed to those without the skills necessitating capacity building. The study therefore recommends that there is a need to encourage vulnerable groups to participate in economic development and women entrepreneurs to form groups which will enable them do table banking hence making them financially empowered.

It is widely believed that ICT has a significant influence on the daily life of the poor and has positive spillover effects in their livelihoods. Mobile phones are one of the few ICT innovations that have found their way into the hands of the poor residing in remote and rural areas. In Ethiopia, mobile phones are recently introduced but got an acceptance from everyone including the rural poor; in five years’ time, mobile phones subscription has increased from less than 4% to more than 40%. Empirical evidence generally documents the positive role mobile phones play in facilitating the development efforts of poor households. However, using panel data from Ethiopia, the current paper explores a less investigated issue of the possible effects of mobile phone adoption on the credit uptakes of the rural poor who are mostly neglected from the formal credit markets but finance their credit demand from informal sources including relatives/friends.

To investigate the relationship between mobile phones and credit uptake and/or loan size, one can use different empirical strategies. For partly unleashing the endogeneity problem, an instrumental variable estimation approach is adopted in this paper. To deal with the endogeneity problem, one may consider using the linear IV approach or the control function. But the outcome variable and the endogenous variable are binary in nature, and the usual trend is to use the linear IV models or control functions, which do not consider these binary natures of the variables. To this end, a special regressors estimator is adopted, mostly used when both the dependent and the endogenous variables are binary in nature.

The econometric results suggest mobile phones are positively associated with the credit uptake of rural households, especially credit uptake from informal sources. Households with mobile phones are found to have 4%–14% higher probabilities of credit uptake and about 6%–17% in the case of credit from informal sources. Besides, households with mobile phones are found to have about ETB 65 (USD 3.42) higher loan size and about ETB 78 (USD 4.11) higher amount of loan in the case of a loan from the informal sources. Thus, policy-makers and financial providers working on providing credit in rural areas need to exploit the use of mobile phones in reaching out to the rural poor.

The author attests the fact that the work described has not been published previously and that it is not under consideration for publication elsewhere. Besides, it is the original work of the author.

The purpose of this paper is to investigate the effects of land titles and farmers’ characteristics on their participation in the formal credit market in a land reform area of Thailand.

Data collected on 218 farm households in one land reform area of Western Thailand are analyzed with a generalized double-hurdle model to calculate the probability of farm households to take a loan and the size of the loans from a formal credit institute, the Bank for Agriculture and Agricultural Co-operatives.

The results suggest that the absence of a title, whether fully or partially transferable, decreases significantly the participation to the formal credit market and the size of the loans. However, this effect was small. The findings also indicate that the farm assets, household head’s gender and age, and the labor force per hectare were significantly influencing the probability of participation to borrow money as well as the amount borrowed.

The possibility given to farmers having title with partial transferability to provide alternative types of guarantees reduced the gap in loan-taking between the different types of land title. However, the presence of a land title, transferable or not, had a significant influence on farmers demand and success in obtaining credit.

The paper investigates the possible effects of a unique partial land rights in Thailand that guarantees only security of use of the land but prohibits sale.

The purpose of this paper is to articulate the law relating to syndicated loan agreements and what legal experts and parties need to safeguard against inherent pitfalls in its usage and practice. The research design of this paper has two strands: an examination of generic issues relating syndicated loan agreements and the process; and the mechanisms for transferring proprietary rights and interests should parties want to do so.

The paper was written on the basis of evaluating primary and secondary data sources to gain insights into commercial experiences of harnessing syndicated loan facilities as an alternative form of raising finance for development projects. It has examined case law which reflects the law and practice of syndicated loan markets both in common and civil law jurisdictions. Particular attention has been paid to the credibility of source materials and its relevance to usage and practice of syndicated loan agreements. The core element of this methodology has been an evaluation of generic issues which underpin syndicated loan agreements, analysis of academic literature and evaluation of cases and policy documents. The paper has drawn examples in both common and civil jurisdictions to gain insights into the law which governs syndicated loan markets and its practical application. There has been an uptake in syndicated loan markets not only in United Kingdom but also globally. While there has been a growing body of literature on syndicated loan markets, mechanisms for transferring proprietary rights and interests of contractual parties have not been given proportionate attention. The paper addresses a gap in the law of syndicated loan markets and the varied ways in which they are harnessed in international commercial practice. It addresses existing gaps in the law and practice of syndicated loans, not only in the UK but also in other jurisdictions where examples have been drawn. The research design of this paper has two strands: an examination of generic issues relating loans and the process in which they are constituted as financial products; and the mechanisms for transferring proprietary rights and interests.

The findings underscore the fact that much as syndicated loans offer huge advantages to commercial parties, there are also intricacies which parties need to keep in mind and guard against. Like in other forms of commercial agreements, parties to a syndicated loan agreement have the power to nominate the governing law not necessarily from jurisdictions where they do business but as they may see fit. In practice, effective contractual terms in syndicated loans are to be applied slightly differently to other form of commercial agreements in English contract law. For example, representation and warranties are grouped together and constitute statements by the borrower, which the lender considers should be true at the inception of the loan agreement. As a syndicated loan involves the participation of many banks (obviously some foreign banks), there is the potential for conflict of laws. As such, arranging a syndicated loan should be governed by the relating to international commercial contracts to address the challenge posed by conflict of laws. This is essential to ensure proprietary transfer of rights in the asset are properly constituted and effective. The loan should be carefully structured to reflect important technical issues which relate to duties and obligation of contractual parties.

This was largely a theoretical paper undertaken on the basis of evaluating primary and secondary data sources, some of which were not able to corroborate. It would have been better to corroborate some of the data sources used with financial institutions (which specialise in syndicate loans and related products) to mitigate the potential for bias the data used were generated.

It is important that legal practitioners and policy markers have access to requisite data on different types of loan markets not only in the UK but also other jurisdictions. One of the most important implication is that unlike bond markets (which are sought in response to an uptake in market risks), the foregoing environment tends to negatively correlate in syndicated loan markets. Lending institutions such as banks tend to be cautious when there are instabilities in the market as demonstrated in the aftermath of the recent global financial crisis (2010-2014). There is a converse relationship between loan markets and syndicated loans, which is explained by the fact that the higher the risks, the more cautious lenders (financial institutions) tend to be to safeguard against uncertainties of ending in an environment which is not conducive for business. Bonds on the other hand are sought as security by credit markets against inherent risks especially in times of economic uncertainties. This is why in the aftermath of the recent global financial crisis, banks were anxious and unwilling to lend not only to each other but also to small business for fear and to curtail potential market risks. It needs to be noted that just like in other forms of international commercial agreements, parties in syndicated loan agreements have autonomy to nominate the governing law of the agreement, not necessarily from jurisdictions where parties do business. Where parties have not nominated the governing law clause of syndicated loan contracts, rules of private international law such as characteristic performance of the contract will apply.

There is a growing body of literature on syndicated loan markets, but one wonders why mechanisms for transferring proprietary rights and interests of contractual parties have not been written about as much. It is an important area but has somehow been overlooked by scholars on this subject. If the borrowers’ fails to keep up their repayments (default), it will have an adverse on loan markets and the economic stability which will in turn affects businesses, people and national governments.

The paper was written on the basis of evaluating primary and secondary data sources to gain insights into commercial experiences of harnessing syndicated loan facilities as an alternative form of raising finance for development projects. It has examined case law which reflects the law and practice of syndicated loan markets both in common and civil law jurisdictions. Particular attention has been paid to the credibility of source materials and its relevance to usage and practice of syndicated loan agreements. The core element of this methodology has been an evaluation of generic issues which underpin syndicated loan agreements, analysis of academic literature and evaluation of cases and policy documents. The paper has drawn examples in both common and civil jurisdictions to gain insights into the law which governs syndicated loan markets and its practical application.

The purpose of this paper is twofold: to explain access to formal and informal credit in agriculture of Vietnam; and to compare the effectiveness between regular econometrics and machine learning techniques.

The multinomial logit (MNL) regression model and the random forest (RF) technique are employed for comparison purposes. To avoid heteroskedasticity, the robust covariance matrix is computed to estimate the sandwich estimator which in turn provides an asymptotic covariance matrix for biased estimators. Additionally, multicollinearity is tested among independent variables with variance inflation factors less than 3. Adequacy approach and sensitivity analysis are used to determine relevant levels of predictors. For models comparison, statistical evaluation metrics including Cohen’s κ, mean absolute error, root mean squared error and relative absolute error are employed.

The discrepancy between sensitivity analysis and adequacy approach revealed that MNL is more compatible for explaining determinants of credit participation. Due to insignificant differences in the evaluation metrics between models, the winner of choice is undetermined. Among other determinants, collateral, farmsize, income, procedure, literacy and all risk variables stand out to be critical factors when deciding borrowing schemes. While financially literate farmers tend to acquire loans from both sources, borrowing decisions against different risk sources depend on risk type and famers’ own desire to borrow.

Results of the MNL model are more consistent with literatures, which reinforce the role of collateral in the local credit scheme. Besides, financial literacy and farmers’ perception on different risk sources also influence how farmers’ borrowing strategies vary among sources.

The study aims to pose the question: Has lending to small businesses been a source of increased risk in microfinance institutions (MFIs)? This question is pertinent given the higher levels of perceived riskiness of lending to small business operators owing to their opacity.

The study accommodates panel bias by using system generalised method of moments (GMM) estimators on micro-level data from 2004 to 2014.

Study findings indicate that lending to small businesses by MFIs does not affect credit and insolvency risk in these institutions. However, using disaggregated data, there is evidence that lending to small businesses by cooperatives significantly reduces their insolvency risk exposure. Conversely, lending to small business by micro-banks, cooperatives, non-bank financial institutions and non-governmental organizations does not significantly affect their risk exposure.

These findings imply that the technologies that have been used by MFIs in lending to small enterprises have helped them mitigate the problems of adverse selection and moral hazard.

Information economics theory postulates that small firms are excluded from formal financial markets owing to their opacity. The hypothesis has not attracted much empirical research interest; hence, this study aims to bridge this gap in knowledge.

The purpose of this paper is to determine the level of flexibility in loan products offered to smallholder farmers in Siaya County in Kenya and to examine the effect of flexibility on access to credit.

The paper uses primary survey data from a sample of smallholder farmers in Siaya County in Kenya who had borrowed from various lending institutions within the study area. The paper develops an index variable of loan flexibility using multiple correspondence analysis (MCA) technique. The model is estimated using both OLS and truncated regression analyses. Access to credit is measured as the amount of loan borrowed by each farmer.

The authors find that the level of flexibility of loans offered to farmers is low. Furthermore, the authors find that the level of flexibility is not significantly correlated to access to credit. Further analysis using individual components of flexible loans show that refinancing and lines of credit are more likely to improve access to credit when farmers are more educated and wealthier, respectively. The age of a farmer, the type of lender, the type of loan, education and household wealth are the main determinants of access to credit.

The paper adds to the debate on access to credit by showing that theoretically, while loan flexibility should lead to higher credit access, this is not a key determinant of access to credit in this context.