"This report provides accelerators, researchers, and funders with a qualitative understanding of "what works" and "what is promising" in accelerating impact enterprises. It highlights the key challenges that must be addressed by all stakeholders in order for the field to continue to grow."

"Combining longitudinal venture-level data with qualitative insights from entrepreneurs, program managers, and investors, this report investigates similarities and differences between accelerator programs run in emerging markets compared to those run in high-income countries. Overall, we find that the two country contexts may not be as different as many people believe. When trying to stimulate the growth of promising ventures, the emerging market accelerator programs in our sample attract similar entrepreneurs and ventures and produce similar outcomes – accelerated revenue and employee growth and accelerated equity and debt investments. However, there are a few subtle but important differences."

"We examine and discuss the seed accelerator phenomenon which has recently received much attention both in the US and across the globe. While accelerators appear to be proliferating quickly, little is known regarding the value of these programs; how to define accelerator programs; the differences between accelerators, incubators, angel investors and co-working environments; and the importance of the various aspects of these programs to the ultimate success of their graduates, the local entrepreneurship ecosystems and the broader U.S. economy."

"The third major report from GALI examines the ability of accelerators to drive funds into participating ventures and explores which programmatic choices correspond with superior outcomes. The report shows that in a sample of 52 accelerators, the average flow of incremental funds into participating ventures is significantly greater than the average that flows into rejected ventures. In the majority (but not all) of these programs, this difference exceeds the reported cost of running the program. These superior funding outcomes are accomplished in different ways; many programs are most effective at stimulating revenue growth, while others are best at increasing the supply of outside equity investment. Given these differences in program efficacy and different paths to funding success, we then examine how specific program choices correspond with the ability to drive funds into participating ventures."

"There is significant evidence that women entrepreneurs face unique challenges in starting and growing businesses, particularly in emerging markets. Acceleration programs represent one potential model for overcoming these challenges through support services and investment. Using GALI data on more than 14,000 ventures across 160 countries, this knowledge brief examines trends in the acceleration of women-led ventures."

"The number of accelerators has increased considerably in various emerging market countries in the past decade, especially in Sub-Saharan Africa. This includes Nigeria, the largest economy in West Africa. One important question then is: are these incubators and accelerators effective in providing support to enterprises in emerging markets, especially youth-led enterprises? This knowledge brief seeks to capture information from our study of incubators and accelerators in Nigeria in relation to their effectiveness in supporting youth-led enterprises."

"Increasing attention - both in the scholarly literature and in the world of policy makers and practitioners - is being paid to the challenges facing female entrepreneurs. What was once assumed to be a merit-based system for encouraging and rewarding entrepreneurs is now understood to operate in gendered ways that in many cases disadvantage female founders. These effects occur across the entire pipeline, beginning with the dearth of women seeking to start high growth companies, to the lack of funding opportunities and mentorship. There are substantial differences in the number of startups led by women, their levels of relevant experience and the amount of funding - both debt and equity - they seek and receive. Some have argued that women tend to found lower potential startups. Yet, even controlling for quality, we see many implicit biases in how female founders are treated. One important approach to redressing inequalities might be through the use of accelerators. Entrepreneurship accelerators are proliferating in both developed and developing economies as different cities, regions and sectors seek to increase economic growth and employment. Accelerators are designed to give a boost to startups by providing in a concentrated way the mentorship, networks, training and financing required to be successful. The presence of accelerators could have the potential to solve some of the challenges female entrepreneurs face, however preliminary evidence suggests that they, for the most part, seem to be perpetuating the gendered dynamics that exist in the entrepreneurial system. On the other hand, there is no systematic research on how accelerators do or might address the gendered dynamics of entrepreneurship. Because accelerators are seen as such an important policy tool for increasing entrepreneurial success, it is imperative that we develop and analyze systematic data on accelerators and their effects, particularly on female founders. In this study, we will draw on what is known to date on female entrepreneurs and more broadly on the research on gender in organizations and the economy to understand the dynamics of acceleration in entrepreneurship. Using a longitudinal database of over 3,000 ventures in nearly 50 accelerators, we trace the effects of selection into the accelerator and the acceleration process on outcomes for women-only, women-led, and male-only venture teams. We couple survey data with interviews of accelerators to understand whether and when acceleration can be a tool for mitigating gender bias in female entrepreneurship."

"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."