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Measuring empowerment across the value chain: The evolution of the project-level Women’s Empowerment Index for Market Inclusion (pro-WEAI+MI)
Many development agencies design and implement interventions that aim to reach, benefit, and empower rural women across the value chain in activities ranging from production, to processing, to marketing. Determining whether and how such interventions empower women, as well as the constraints faced by different value chain actors, requires quantitative and qualitative tools. We describe how we adapted the project-level Women’s Empowerment in Agricultural Index (pro-WEAI), a mixed-methods tool for studying empowerment in development projects, to include aspects of agency relevant for multiple types of value chain actors. The resulting pro-WEAI for market inclusion (pro-WEAI+MI) includes quan...
What are you talking about? Applying cognitive interviewing to improve survey questions on women’s economic empowerment for market inclusion
Monitoring progress toward women’s empowerment requires tools that reflect its underlying concepts. Cognitive interviewing is a qualitative approach for identifying sources of error in how respondents respond to survey items. This study identifies cognitive errors in survey modules included in the project level Women’s Empowerment in Agriculture Index for Market Inclusion (pro-WEAI+MI) in Benin and Malawi. Comprehension, retrieval, judgment, and response errors were all found to different degrees in the nine modules comprising the survey instrument. There are variations in findings by country context and, to a lesser extent, gender. The findings of this study informed revisions to the pro-WEAI+MI survey instrument and offer insights into how best to design survey modules used for monitoring progress toward gender equality in agricultural value chains and development efforts.
Measuring women's empowerment in national surveys: Development of the Women’s Empowerment Metric for National Statistical Systems (WEMNS)
Monitoring progress toward Sustainable Development Goal (SDG) 5—achieving gender equality and empowering all women and girls—remains challenging unless we incorporate women’s empowerment metrics into nationally representative and multi-topic surveys. To address this data gap, we designed the Women’s Empowerment Metric for National Statistical Systems (WEMNS) as a streamlined empowerment module suitable for the 50x2030 Initiative, a global partnership that aims to build capacity and close the agricultural data gap in 50 countries by 2030, as well as other large multi-topic surveys. WEMNS measures women’s and men’s empowerment and is applicable to urban and rural areas and a variet...
A qualitative study exploring women’s empowerment in coffee cooperatives in Chiapas, Mexico
This study presents findings from a qualitative research study conducted in Chiapas, Mexico that is one component of a larger activity funded by the Walmart Foundation and implemented by the International Food Policy Research Institute (IFPRI), titled Applying New Evidence for Women’s Empowerment (ANEW). ANEW seeks to generate evidence from mixed-methods evaluations of women’s empowerment in production and other entrepreneurial efforts at different nodes of agricultural value chains and aims to develop and validate measures of women’s empowerment that focus on agricultural marketing and collective empowerment at the group level, both of which build upon the project-level Women’s Empo...
Clustering Stability
A popular method for selecting the number of clusters is based on stability arguments: one chooses the number of clusters such that the corresponding clustering results are most stable. In recent years, a series of papers has analyzed the behavior of this method from a theoretical point of view. However, the results are very technical and difficult to interpret for non-experts. In this paper we give a high-level overview about the existing literature on clustering stability. In addition to presenting the results in a slightly informal but accessible way, we relate them to each other and discuss their different implications.
Measuring the Contribution of Small-scale Aquaculture
The FAO Expert Workshop on Methods and Indicators for Evaluating the Contribution of Small-scale Aquaculture to Sustainable Rural Development held in Nha Trang, Viet Nam, from 24 to 28 November 2009, attempted to develop an indicator system to measure the contribution of SSA. The workshop used a number of processes and steps in the developing the indicator system, including: (i) understanding the subject of measurements; (ii) identifying an analytical framework and ratting criteria (iii) developing a list of SSA contributions; (iv) categorising the contributions; (v) devising and organising the indicators of contribution; and (vi) measuring the indicators. The major outcome was the development, through an iterative process, of an indicator system which can provide a good measure of the contribution of SSA based on agreed criteria (accuracy, measurability and efficiency) and the sustainable livelihood approach analytical framework which consists of five capital assets (human, financial, physical, social and natural) and can be used for various livelihoods options.
Health System Efficiency
In this book the authors explore the state of the art on efficiency measurement in health systems and international experts offer insights into the pitfalls and potential associated with various measurement techniques. The authors show that: - The core idea of efficiency is easy to understand in principle - maximizing valued outputs relative to inputs, but is often difficult to make operational in real-life situations - There have been numerous advances in data collection and availability, as well as innovative methodological approaches that give valuable insights into how efficiently health care is delivered - Our simple analytical framework can facilitate the development and interpretation of efficiency indicators.
Health System Performance Comparison: an Agenda for Policy, Information and Research
International comparison of health system performance has become increasingly popular, made possible by the rapidly expanding availability of health data. It has become one of the most important levers for prompting health system reform. Yet, as the demand for transparency and accountability in healthcare increases, so too does the need to compare data from different health systems both accurately and meaningfully. This timely and authoritative book offers an important summary of the current developments in health system performance comparison. It summarises the current state of efforts to compare systems, and identifies and explores the practical and conceptual challenges that occur. It dis...
Agricultural Household Models
This book presents the basic model of an agricultural household that underlies most of the case studies undertaken so far. The model assumes that households are price-takers and is therefore recursive. The decisions modeled include those affecting production and the demand for inputs and those affecting consumption and the supply of labor. Comparative results on selected elasticities are presented for a number of economies. The empirical significance of the approach is demonstrated in a comparison of models that treat production and consumption decisions separately and those in which the decisionmaking process is recursive. The book summarizes the implications of agricultural pricing policy ...
Selective Breeding in Aquaculture: an Introduction
The foundation of quantitative genetics theory was developed during the last century and facilitated many successful breeding programs for cultivated plants and t- restrial livestock. The results have been almost universally impressive, and today nearly all agricultural production utilises genetically improved seed and animals. The aquaculture industry can learn a great deal from these experiences, because the basic theory behind selective breeding is the same for all species. The ?rst published selection experiments in aquaculture started in 1920 s to improve disease resistance in ?sh, but it was not before the 1970 s that the ?rst family based breeding program was initiated for Atlantic sa...
