"In this brief, we respond to a question from the Argidius Foundation about the return on investment for accelerators: At the Argidius Foundation, we assess the return on total investment (ROTI) of the capacity development programs that we support. What can your data tell us about the return on investment for accelerator programs?"

"In this data brief, we explore financing for ventures working in different regions and sectors around the world using data from the Entrepreneurship Database Program. In this report, we respond to a question from the Global Innovation Fund about startup financing by sector and geography: At the Global Innovation Fund, we are focused on supporting entrepreneurs and innovators in markets where individuals earn less than $5 per day. What sectors/verticals and what geographies are typically getting funding in the data that you're seeing?"

"In this brief, we use data from the Entrepreneurship Acceleration Research Initiative in order to respond to the following question by Steve Cumming of the MasterCard Foundation about Youth Entrepreneurship: At The MasterCard Foundation, we have a portfolio of youth entrepreneurship projects that we support in Sub Saharan Africa. We're always looking for data to better understand the space and to inform our programming. I'm wondering if you could share any data by ages 18-24 and 25-30, and by African country or region if possible. Do you see anything interesting under these parameters?"

"In this brief, we respond to questions from Acumen about what social enterprises think of measurement approaches that impact investors have created, specifically: Are entrepreneurs who have received impact investment funds using tools such as IRIS and B Impact Assessment? If they are, what factors are driving this adoption? If not, why not? And are they using other approaches instead?"

"In this brief, we respond to a question from VentureWell about intellectual property:

"In our work, we see that science and technology-based startups face different challenges and need different resources than other ventures. In your data, how do teams with intellectual property differ from those without? We are specifically interested in the roles of geography, education, team size and gender composition.""

"ANDE SA, in partnership with Innovate Durban, recently completed and published an in-depth snapshot of 124 programmes providing financial and non-financial support to the small and growing business ecosystem in Durban, South Africa and compiled their findings in this report. The insights in this snapshot are derived from primary data collection from entrepreneur support providers in Durban, as well as stakeholder feedback and external research cited throughout the snapshot."

"Gender discrimination in Latin American societies significantly reduces the effective participation of women in the development of new businesses; therefore, it limits their possibilities for professional advancement, as well as development opportunities for their families. In an even broader context, inequality prevents women from efficiently contributing to business development in countries of the region. The possibilities of undertaking new ventures are diminished by this reality. Most of the women surveyed for this study mentioned that they have suffered discrimination while doing business because of their gender. In fact, the results of this research paper show that women perceive greater inequality in opportunities to create companies and face more barriers in accessing resources, mainly financial ones, to develop their enterprises. These barriers have a negative effect on the outcomes and growth prospects of businesses created by women. Indeed, they prevent women, who represent more than 50% of the population, from efficiently contributing to the creation of wealth and jobs in Latin American countries."

"As part of a series of ecosystem maps, with the support of the Citi Foundation, our West Africa Regional Chapter released a snapshot providing insight into the Abuja entrepreneurial ecosystems. This snapshot was produced through a review of existing literature, a series of surveys and interviews, as well as stakeholder meetings."

"Entrepreneurship education has the potential to enable youth to gain skills and create their own jobs. In Tunisia, a curricular reform created an entrepreneurship track providing business training and coaching to help university students prepare a business plan. We rely on randomized assignment of the entrepreneurship track to identify impacts on students' labor market outcomes one year after graduation. The entrepreneurship track led to a small increase in self-employment, but overall employment rates remained unchanged. Although business skills improved, effects on personality and entrepreneurial traits were mixed. The program nevertheless increased graduates' aspirations toward the future."

"As part of a series of ecosystem maps, with the support of the Citi Foundation, our West Africa Regional Chapter recently released a snapshot providing insight into the Lagos entrepreneurial ecosystem. This snapshot was produced through a review of existing literature, a series of surveys and interviews, as well as stakeholder meetings."