"This paper presents an aligned yet customizable framework of indicators for measuring farm-level sustainability in smallholder agricultural supply chains. These indicators are proposed primarily in the context of performance measurement, but can also be useful for more in-depth impact evaluation studies. The proposal is not for one single common set of indicators, but rather for using the same indicators when asking the same types of questions at the farm and household level. The authors argue that using the same indicators when asking the same questions in smallholder supply chains will increase comparability across data collection efforts and ensure that the community is building on the common understanding of how to gather credible, affordable, and useful data that facilitates learning."

"Este estudo explora como o setor de SGB pode contribuir para o alcance do ODS 8 e como as organizações de apoio às SGBs podem ajudá-las a contribuírem com esse mesmo objetivo."

"Solar Sister, a social enterprise operating in Tanzania, Uganda, and Nigeria, is dedicated to eradicating energy poverty through the economic empowerment of women. In addition to economically empowering its women entrepreneurs, the business model of Solar Sister also cultivates sales networks built on trust in last-mile distribution methods. While Solar Sister has previously conducted research regarding its many entrepreneurs, it has lacked information on its end customers. In 2016 a research team from Santa Clara University’s Miller Center for Social Entrepreneurship undertook survey research with Solar Sister to examine the effects of solar lantern use on users’ health, education, time allocation, household savings, income generation, and increased agency. The research team conducted a 53-question survey in more than 20 villages across five regions in Tanzania, with research assistants providing English-Swahili translation. The data and stories presented here are intended to help illuminate the potential of solar lanterns to improve livelihoods in rural Tanzania and beyond."

"In May 2020, ANDE released an issue brief summarizing initial evidence from the first phase of the crisis in March and April 2020 regarding the impact of COVID-19 on SGBs and the SGB support sector more broadly in emerging markets. As the crisis and its effects on the sector continue to develop, we are working to keep updating information with new data and insights. This addendum to the brief presents new data collected in May-June 2020 from ANDE members regarding their needs, actions they are taking, and updated impressions of the impact that the crisis is having and will have on the sector."

"As volatile commodity prices continue to hover at historically low levels, industry leaders at various points along the supply chain are talking about the need to buffer the women and men who grow specialty coffees from price references that come from commodity markets. This project relies on a progressive group of data donors - exporters, importers, roasters, and other support organizations - who provide detailed contract data covering specialty coffee transactions from recent harvests. Researchers at Emory University use this anonymized information to create tables that describe the distributions of recent prices for green (unroasted) specialty coffees."

"Over the past six years, a new method of incubating technology startups has emerged, driven by investors and successful tech entrepreneurs: the accelerator programme. Despite growing interest in the model from the investment, business education and policy communities, there have been few attempts at formal analysis. This report is a first step towards a more informed critique of the phenomenon, as part of a broader effort among both public and private sectors to understand how to better support the growth of innovative startups."

"The Landscape for Impact Investing in West Africa is a state of the market analysis of the impact investing industry in the region. The report includes regional findings from 15 countries, as well as dedicated chapters covering the most active markets: Nigeria, Ghana, and Senegal. Across the region, investors highlight opportunities for impact and financial return, particularly in the key sectors of energy, financial technologies, and agriculture.

The landscape study is based on thorough analysis of relevant literature, large volumes of transaction data, and extensive interviews with key industry stakeholders. Detailed country chapters include information on the supply of capital by investor type, investment opportunities by sector, and regulatory considerations and hurdles for impact investors and investees."

"Fintech recently became the most-active sector for startup investment in the Middle East and North Africa. While much of the media coverage has focused on digital payments and e-commerce, this report will highlight fintech innovation that is improving "financial health" for the region's most marginalized communities: tech that helps people manage their income and expenses, weather financial shocks and plan for a healthy financial future."

"Lean Data is an approach to impact measurement developed by Acumen. The approach involves two main elements: A shift in mindset away from reporting and compliance and toward creating value for a company and its customers; and the use of methods and technologies for data collection that emphasize efficiency and rapid response while still achieving a sufficient degree of rigor. This document is designed to serve as a field guide to help you conduct Lean Data projects. It is meant to be practical and action oriented."

"This report reviews the state of measurement as of 2014 in two types of organizations that directly support small and growing businesses (SGBs) - impact investors and capacity development providers. Using a mixed-methods approach, ANDE collected data and interviewed over 30 organizations across these two categories, and analyzed key trends in measurement practice."