"The main focus of this study is to ascertain the impact of access to formal credit on enterprise performance. The study uses Nigerian Enterprise Surveys data for 2010 to construct a direct measure of credit constraint. From propensity score estimations, the results show that access to formal credit matters and has significant impact on enterprise performance indicators. Firms that are credit constrained have significantly lower output per worker, capital per worker, employment of labour and investment in fixed assets for expansion compared to firms that are not credit constrained. This is more pronounced for women-owned enterprises after adjusting for bias in the estimations and controlling for sampling weights. This suggests that one way to support the growth of enterprises in Nigeria is to make access to formal credit less stringent. Also, government and monetary authorities should support credit expansion policies for medium and small enterprises in Nigeria."

"Mercy Corps’ AgriFin Accelerate Program (AFA) is a $25 million, six-year initiative funded by the MasterCard Foundation to support private sector actors to develop, prototype and scale digitally-enabled services for smallholder farmers across Kenya, Tanzania and Zambia. AFA is intended to help partner banks, mobile network operators, agribusinesses and technology companies scale high impact services for at least one million farmers, driving 50% increases in smallholder income and productivity, while working to support all market actors to expand services to farmers through shared learning...In June 2018, AFA contracted the Dalberg Group to assess learnings across these engagements and conduct supplementary research on these youth pathways. The goal of this exercise was to support the development of AFA partners and to inform wider ecosystem growth through public learning."

"Globally, women's involvement in clean cooking value chains has been minimal. This is partly because of the multiple challenges faced by women that impede their capacity to effectively engage in the energy sector. To better discern gender-specific differences in involvement in the energy sector, the authors conducted a randomized trial in Kenya to compare sales performance of newly trained male and female improved cookstove entrepreneurs and to test the effects of an agency-based empowerment training on business activity. A total of 257 entrepreneurs completed either a 4-day entrepreneurial training (control) or a 4-day empowerment training (intervention) and were followed for nearly 8 months documenting business activity and sales. The empowerment training led to more than doubling of sales for both genders. In addition, participants in the intervention group were significantly more likely to demonstrate business commitment over time and nearly three times more likely to be higher sellers (relative risk = 2.7, 95% CI [1.4, 5.4]), controlling for gender and rural/urban locale. Women outsold men by a margin of nearly 3 to 1 and were more likely to continue to pursue leads despite limited sales. Nonactive participants (those selling 1 improved cookstove or less) were a larger percentage of the control group (72%) than the intervention group (50%), and more men were nonactive participants (65% of men) compared with women (56% of women).These data show that women can serve as active improved cookstove entrepreneurs in both urban and rural settings and that targeted agency-based empowerment training can significantly increase women's capacity to engage effectively within the improved cookstove value chain."

"The Global Accelerator Learning Initiative collects information from entrepreneurs when they apply to accelerator programs. This data summary includes information from 843 ventures operating in Brazil, contributed by 35 accelerator programs."

"The Global Accelerator Learning Initiative collects information from entrepreneurs when they apply to accelerator programs. This data summary includes information from 812 ventures operating in Central America, contributed by 56 accelerator programs."

"In partnership with the ANDE India Chapter, GALI is working to increase understanding of acceleration and early stage ventures in India. This data summary includes information from 1,214 ventures operating in India, contributed by 26 accelerators."

"In Mexico, early-stage ventures are becoming a focus for governments and investors that want to spur economic development. Since 2013, venture capital activity has grown, while Mexico City has become a social enterprise and impact investing hub for Latin America. Accelerators play a role in developing a pipeline of investment-ready businesses, but little research has been done on the entrepreneurs attending these programs and how they perform with this specific support. With the support of Citibanamex Compromiso Social, GALI is working to increase our understanding of acceleration and early-stage ventures in Mexico. This report includes application and one-year follow-up information from 318 ventures operating in Mexico, contributed by 15 accelerator programs."

"The Global Accelerator Learning Initiative collects information from entrepreneurs when they apply to accelerator programs. This report summarizes application data collected from ventures operating in Mexico that applied to participating accelerator programs between 2013 and early 2016."

"This data summary provides a snapshot of more than 2,500 early-stage ventures that applied to over 50 acceleration programs in Sub-Saharan Africa, and includes regional insights for East and West Africa and country-specific information for Kenya, Uganda, and Nigeria."

"To understand the intermediary role of accelerators in the developing regional entrepreneurial ecosystem of Bangalore, we analyze data from 54 interviews with accelerator graduates, accelerator managers, and other ecosystem stakeholders, and from 49 websites, 13 online video interviews, 26 online news sources and 301 pages of policy documents. Specifically, we adopt a socially-situated entrepreneurial cognition approach to theorize how accelerator expertise, existing at a meso-level, intermediates between (micro-level) founders and the (macro-level). ecosystem. In our model, four types of accelerator expertise-connection, development, coordination, and selection-together increase stakeholders' commitment to the entrepreneurial ecosystem, leading to venture validation (success or failure) and ecosystem additionality. These findings indicate that accelerators contribute to ecosystems in a way that is distinct from, but supportive of, building individual ventures."