Africa Gender Innovation Lab

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The Gender Innovation Lab (GIL) conducts impact evaluations of development interventions in Sub-Saharan Africa, seeking to generate evidence on how to close the gender gap in earnings, productivity, assets and agency. The GIL team is currently working on over 50 impact evaluations in 21 countries with the aim of building an evidence base with lessons for the region.

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  • Publication
    Household Demand and Community Perceptions of Community-Based Childcare
    (Washington, DC: World Bank, 2022-09) Brudevold-Newman, Andrew; Buehren, Niklas; Gebremedhin, Roman Tesfaye; Hailemicheal, Adiam Hagos; Ketema, Tigist Assefa
    Women in Ethiopia bear a disproportionate burden of childcare responsibilities, spending approximately eight times the amount of time that men do on childcare. Childcare duties, while critical to the development of the child, could be holding back the earning potential of women and households, ultimately diminishing household income and poverty reduction efforts. In a study in the Amhara region, we explore the demand for and social norms around external childcare services through a pilot intervention within the context of the Ethiopia Productive Safety Nets Program (PSNP). We find that the demand for childcare centers in rural areas is high, and the perceptions around external childcare services are favorable. More than 95 percent of potential beneficiary households expressed an interest in sending their children to childcare centers and anticipated sending their children for 4.6 days/week on average. The objective of the study was to generate rigorous evidence on the impactsof providing rural childcare through the PSNP on individual and household outcomes.While the intervention and associated impact evaluation were suspended due to theconflict in Northern Ethiopia, the study provided valuable lessons on the demand for and social norms around external childcare services from a pre-program survey of 2,250 households in the study region and administrative attendance data on program use from the first months of implementation.
  • Publication
    Coping with COVID-19 Shocks in Western Uganda
    (World Bank, Washington, DC, 2021-09) Sharma, Ambika; Gruver, Ariel; Montalvao, Joao; O'Sullivan, Michael
    In Western Uganda, women farmers and their households were facing widespread agricultural and non-agricultural income shocks in September 2020, indicating a protracted crisis. To cope with these shocks, many households liquidated productive agricultural assets. Women who had higher decision-making power within the household before the Coronavirus disease 2019 (COVID-19) crisis, appeared to cope better with post-outbreak shocks by engaging in more income-generating activities and having better food security in the household.
  • Publication
    Unlocking the Potential of Women Entrepreneurs in Uganda: A Brief of Policy Interventions
    (World Bank, Washington, DC, 2021-08-26) Copley, Amy; Gokalp, Birce; Kirkwood, Daniel
    Private sector development is an integral channel through which countries can better leverage the productive potential of the youth bulge, support job creation, and maintain social stability. Entrepreneurship already plays an important role in Sub-Saharan Africa, where forty-two percent of the nonagricultural labor force is self-employed or is an employer, the highest rate in the world. Women business owners in Uganda face several gender-specific barriers to their enterprise performance, including lower levels of innovation, lower use of capital and labor, and segregation into lower-value sectors. This brief focuses on the policy interventions that can help empower women entrepreneurs across Uganda.
  • Publication
    The Africa Gender Innovation Lab’s Core Empowerment Indicators: Developing a Cross-Country Module to Complement Context-Specific Measures
    (World Bank, Washington, DC, 2020-08) Donald, Aletheia; Goldstein, Markus
    To advance economic gender equality in Africa, the authors first need to know which development programs work to economically empower women. Better data on gender-informed development indicators is imperative for tracking the progress in promoting gender equality, designing interventions to address gender-based constraints and rigorously evaluating their impact. Measurement of women’s economic empowerment requires a clear conceptualization of what empowerment is and is not. One guiding definition that the authors use at the Africa gender innovation lab (GIL) is economic empowerment as the ability and power to generate income and accumulate assets, and to control their disposition. Beyond being clear on what is being measured, how it is measured also matters - and selecting the best tools for the task is no easy feat. In impact evaluations, tailoring measurement to reflect local economic arrangements and capture the specific pathway the project is intending to affect can yield a more precise (and useful) picture of women’s economic empowerment. On the other hand, systematically tracking the same indicators across projects can provide a broader understanding of the relationship between intermediate and final empowerment outcomes, as well as between different empowerment domains, such as assets, mobility, time, attitudes, and aspirations. Moreover, practitioners and policymakers have emphasized the need for a concise set of practical metrics that can be easily shared and used.
  • Publication
    Re-Thinking Firm Level Data Collection during COVID-19: Using Mobile Sensing to Understand the Financial Behaviors of Entrepreneurs
    (World Bank, Washington, DC, 2020-08) Alibhai, Salman; Buehren, Niklas; Cucagna, Maria Emilia
    SMEs around the world are entering a crisis period in light of COVID-19, adding new urgency to understanding firm-level financial behaviors and challenges. At the same time, traditional methods of in-person data collection pose a health risk to both enumerator and firm and contravene social distancing guidelines and public health policies. Remote data collection methods such as phone sensing offer a viable and promising alternative. Phone sensing utilizes data generated from mobile phone usage, from GPS location to call logs to battery life – to offer insights on firm behavior, trends, and challenges. While the technology is still new and untested, this note explores some of the early insights gained from a pilot of mobile sensing technology to understand the financial behavior of women entrepreneurs in Ethiopia. Phone sensing data allows us to glean some insights into the lives and behaviors of entrepreneurs which traditional data collection might not reveal. One of the key finding of this pilot is that mobile phone sensing data correlates with business outcomes. Insights such as the ones from this pilot, if collected at a larger and more systematic scale, could enhance our understanding of borrower behavior, and could help lenders and policymakers better target potential borrowers, better understand when borrowers are likely to face adversity, and better design products to meet their needs.
  • Publication
    Can Public Works Enhance Welfare in Fragile Economies? The Londo Program in the Central African Republic
    (World Bank, Washington, DC, 2020-01) Alik-Lagrange, Arthur; Buehren, Niklas; Goldstein, Markus; Hoogeveen, Johannes
    We evaluated the Londo public works program, which provided temporary employment and a bicycle to beneficiaries selected through public lotteries in the Central African Republic. The evaluation focused on the impacts of the program on households' welfare between 2 and 21 months after participation. We find that the program enhances the productivity of participants in a lasting way, with an approximate 10 percent increase in monthly earnings and a small impact on the number of days worked, well after they finished participating in the program. This improvement takes place through different channels for men, who intensify agricultural production and diversify in small manufacture activities, and women, who diversify into small trade activities. Londo increases the beneficiary households’ durable goods, such as furniture and cellphones, and productive assets, such as agricultural tools and livestock – thereby building household wealth. It also significantly improved their ability to cope with shocks. However, women coming from the poorest households experience much lower impacts on productivity and assets than men and women from less poor households, which indicates the need for specific provisions for widows and ultra-poor women in this type of intervention. The provision of bicycles increases mobility for male beneficiaries, but not for women, likely due to gender norms, risks and bike-riding skills, and other related constraints affecting women specifically.
  • Publication
    What Are the Economic Costs of Gender Gaps in Ethiopia?
    (World Bank, Washington, DC, 2019-03) Buehren, Niklas; Gonzalez, Paula; Copley, Amy
    Despite Ethiopia’s remarkable economic progress over the past decade, gender gaps in key economic activities - agriculture, entrepreneurship, and wage employment - indicate that challenges remain to realizing the full potential of women’s economic empowerment. Differences in simple averages between men and women show that women lag men by 36 percent in agricultural productivity, by 79 percent in business sales, and by 44 percent in hourly wages. This brief examines the costs of these gender gaps and estimates the potential gains from closing them.
  • Publication
    Africa Gender Innovation Lab Ethiopia Gender Diagnostic: Building the Evidence Base to Address Gender Inequality in Ethiopia
    (World Bank, Washington, DC, 2019) Buehren, Niklas; Goldstein, Markus; Gonzalez, Paula; Hagos, Adiam; Kirkwood, Daniel; Paskov, Patricia; Poulin, Michelle; Raja, Chandni
    Ethiopia has made remarkable economic progress over the past decade, achieving high gross domestic product (GDP) growth and dramatically reducing poverty. Despite this success, current gender gaps show that challenges remain to realizing inclusive growth and the full potential of women’s economic empowerment. In Ethiopia, women still lag men on several important economic indicators, including employment rate, agricultural productivity, earnings from self-employment, and wage income. While the Government of Ethiopia has already made significant commitments and investments aiming to close the country’s gender gaps, new data offer an opportunity to generate critical evidence to strategically target these investments. For this reason, the Africa gender innovation lab’s (GIL) Ethiopia gender diagnostic report provides innovative analysis on the root causes and drivers of gender inequality in Ethiopia. Using data from the latest round of the Ethiopia socioeconomic survey (2015-2016) and an established statistical approach, the report examines the country’s gender gaps in employment, agricultural productivity, and income from self- and wage employment. It presents specific policy areas for the government to target in addressing the constraints faced by female workers, farmers, and business owners. The key findings and policy recommendations are discussed in the report.
  • Publication
    Are Mobile Savings the Silver Bullet to Help Women Grow Their Businesses?
    (World Bank, Washington, DC, 2018-09) Bastian, Gautam; Bianchi, Iacopo; Buvinic, Mayra; Goldstein, Markus; Jaluka, Tanvi; Knowles, James; Montalvao, Joao; Witoelar, Firman
    In Tanzania and Indonesia, we promoted the expansion of mobile savings accounts among women micro-entrepreneurs and provided them with business related training. In doing so, we simultaneously relaxed supply- and demand side constraints to savings that women might face. In both countries, the training enhanced the impact of promoting mobile savings. In Indonesia it led women to save more overall, including a nascent use of mobile accounts, and report greater decision making power within the household. In Tanzania, it led to substantially higher mobile savings, new businesses and products, more capital investment, labor effort, and better business practices. However, these short-term impacts have yet to translate into higher business profits. In Indonesia, we observe increased household welfare, but no discernible effects on business outcomes shortly after the training ended. In Tanzania, the increased business investments were not accompanied by greater profitability.
  • Publication
    Overcoming Information Asymmetry in Job Search: The Power of a Reference Letter
    (World Bank, Washington, DC, 2018-04) Carranza, Eliana; Pimkina, Svetlana
    The labor market is characterized by information gaps between work seekers and prospective employers, particularly when it comes to hiring low-skill entry level workers. Information asymmetries about workers’ skills can result in poorer matches, lower productivity for employers, and increased inequity for the unemployed. One approach to resolving the asymmetry is introducing a formal referral system: reference letters from former employers. The authors finds that reference letters improve firms’ screening ability and employment outcomes, especially for women. Despite their high value, the use of reference letters in job applications is low, partly due to work seekers underestimating their value.