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Despite the importance of plantains in food security, nutrition and socioeconomic development, their production over the years has not matched up with demand, simply because of their highly perishable nature and high post-harvest losses. Current attempts at increasing production levels have targeted converting plantains into forms that may help to increase their shelf life. One of such forms is a ripped plantain powder mix for ease of preparing ripped plantain fritters (kaklo). As part of product development and introduction, this study aimed at examining consumer preferences for the ripped plantain powder mix for kaklo using advanced discrete choice modelling techniques.

We employed random utility maximization and random regret minimization methods in both utility space and willingness to pay (WTP) space to analyse choice data on 198 sampled consumers in Cape Coast, Ghana.

Our econometric modelling revealed that consumers attached high value to the proposed ripped plantain powder mix for preparing kaklo. They prefer a formulation that would have the traditional reddish-brown colour, sweet and spicy, certified but also affordable.

This implies that to improve marketability of the product, it should be cheap, Food and Drugs Authority certified and must have a sweet and spicy taste.

This paper is one of the first to apply the random utility maximization and random regret minimization models in the utility space and WTP space to examine consumer preferences for ripped plantain powder mix for plantain fritters preparation.

This study examined the impact of the Input Credit Scheme (ICS) by the Integrated Water Management and Agriculture Development (IWAD) on the productivity and food security of smallholder rice farmers in Ghana.

Cross-sectional data from 250 rice farming households in the Mamprugu Moagduri district of the North East Region obtained from a multi-stage sampling technique were used for the study. Inverse Probability Weighted Regression Adjustment (IPWRA), Propensity Score Matching (PSM) and Kendall's coefficient of concordance were the methods of analysis employed.

Empirical results show that education, rice farming experience, dependency ratio, FBO membership, farm size and farm age were the significant factors influencing participation in the input credit scheme (ICS). Also, participants had an average rice productivity of 1,476.83 kg/ha, whereas non-participants had 1,131.81 kg/ha implying that participants increased their productivity by about 30%. In addition, the study revealed that participant households increased their household dietary diversity (HDDS) by 0.45 points amounting to about 8% diversity in their diets. High-interest rates associated with credit received, the short periods of credit repayment and the high cost of inputs provided under the scheme were the most challenging constraints associated with partaking in the ICS.

The available literature on agricultural interventions have predominantly emphasized input credit as a key factor for improving cropt productivity and food security of smallholders. This study provides compelling evidence that participation in ICSs can result in substantial benefits for agricultural development, as evidenced by increased productivity leading to improved food security. The significance of these findings is highlighted by the fact that, through participation in input credit schemes, smallholder rice farmers in many developing countries see substantial improvement in their capacity to access productive resources, thereby improving their productivity, while simultaneously reducing food insecurity.

Leveraging on the improved productivity of participants in the ICS, this study advocates that such input credit schemes should scale up to more food-insecure farming communities in Ghana.

The study uses a doubly robust econometric approach to evaluate the impact of ICS on smallholder rice farmers' productivity and food security in Ghana, making it the first of its kind. The findings offer a solid basis for future research and provide guidance for policymakers looking to boost agricultural development in Ghana.