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Participatory market chain approach (PMCA): User guide

This tool was developed by CIP and partners to stimulate commercial, technological and institutional innovations and generate business opportunities that benefit small-scale farmers. This methodology structures a participatory process that involves different chain actors (public and private), including smallholders and business sector, focus on market demand, guided by facilitators and organized around three phases (diagnosis, analysis of opportunities and development of innovations).

Parametric versus Nonparametric Methods in Risk Scoring

Accurately assessing risk is key to providing appropriately priced loans to rural producers. This paper examines non-parametric techniques for risk scoring to avoid the erroneous rejection of credit-worthy loan applicants. Both parametric and non-parametric techniques were tested against simulated data and then evaluated on microfinance loan applicants in Peru. Because non-parametric techniques impose fewer modeling assumptions, they are able to better predict default.

Promoting Value Chains of Neglected and Underutilized Species

This guide from the Global Facilitation Unit for Underutilized Species draws on several successful country experiences promoting and developing value chains for underutilized crops. It focuses on the particular characteristics of neglected and underutilized crops and how to develop supply and demand based strategies to improve pro-poor development and preserve biodiversity.

Participatory market chain approach (PMCA): Prototype guide for integrating gender into participatory market chain approach

The Prototype guide for integrating gender into the Participatory Market Chain Approach (PMCA) seeks to build understanding on gender issues into value chain interventions and to create the capacities of PMCA's facilitators in applying gender analysis and developing gender-sensitive strategies to promote equitable opportunities for men and women to access to and benefit from the PMCA intervention. This guide is a prototype document developed from lessons learned during field research and exchanges between CIP researchers and PMCA practitioners from East Africa and the Andes.

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