"In this report, we suggest a research agenda around understanding the growth of entrepreneurs and small firms in East African countries. The study is to be designed as a series of surveys conducted twice a year with the aim of being able to track firm and entrepreneurial dynamics in the short and medium term. This report is based on a pilot that we conducted with a small sample of firms (not just formal firms and not just large firms) in Kenya and Uganda. The aim was to understand whether we can get extremely cheap data using new technologies for firms that can shed light on the constraints faced by firms and entrepreneurs in these economies."

"In the GALI dataset, approximately one-third of ventures based in Mexico that applied to accelerators had already participated in a similar program. GALI produced this knowledge brief, with the support of Citibanamex, to better understand the incremental benefits that entrepreneurs receive by attending multiple programs as well as how entrepreneurs and accelerators view this phenomenon."

"GALI is working to increase understanding of acceleration and early stage ventures in the Andean region. This data summary includes information from 873 ventures operating in Colombia, Ecuador, and Peru, contributed by 53 accelerator programs."

"With the support of the Australian Government, GALI is working to increase understanding of acceleration and early stage ventures in Asia-Pacific. This data summary includes information from 845 ventures operating in Asia-Pacific, contributed by 71 accelerator programs."

"GALI is working to increase understanding of acceleration and early stage ventures in Brazil. This data summary includes information from 843 ventures operating in Brazil, contributed by 35 accelerator programs."

"Este relatório oferece uma retrospectiva dos principais avanços e tendências no setor em 2019, além de insights relevantes baseados em dados iniciais e emergentes do potencial impacto da pandemia da COVID-19 nessas tendências."

"En el presente informe se ofrece un resumen retrospectivo de los principales acontecimientos y tendencias del sector en 2019, así como las percepciones pertinentes basadas en los datos iniciales y la información emergente sobre el posible impacto de la pandemia COVID-19 en esas tendencias."

"In collaboration with Google, this report presents four opportunities for unlocking the potential of female entrepreneurship in India: 1) Level the playing field for the high-impact, employment-creating entrepreneurs; 2) Enable ambitious “solopreneurs” and small business owners to scale and become high-impact entrepreneurs; 3) Encourage more women to start enterprises; 4) Build, strengthen and scale productive rural “agripreneurs.”

"Now in its third year, the annual Mastercard Index of Women in Entrepreneurs (MIWE) continues to provide invaluable insights into the progress and achievemens of women in business. Despite many challenges, female entrepreneurs are opening successful businesses faster than ever before, and MIWE brings to the forefront the broad set of variables propelling this dynamism, globally."

"We initiated this study to identify demand-led macro unlocks that can drive growth for urban women (primarily the homepreneur segment), taking the lens of mass entrepreneurship. The intent was to present opportunities to ecosystem stakeholders, such that innovation, interventions, policies and business models can emerge that can lead to a conducive environment creating a path to bringing more women into the labour force in India."