Publication: Measuring the Effect of a Community-level Program on Women's Empowerment Outcomes : Evidence from India
Loading...
Date
2013-04
ISSN
Published
2013-04
Author(s)
Editor(s)
Abstract
This paper uses primary data from rural north India to show that participation in a community-level female empowerment program significantly increases access to employment, physical mobility, and political participation. The program provides support groups, literacy camps, adult education classes, and vocational training for rural women in several states of India; the data are from Uttarakhand. The paper uses instrumental variables and truncation-corrected matching on primary data to disentangle the program's mechanisms, separately considering its effect on women who work, and those who do not work but whose reservation wage is increased by participation. The analysis also finds significant spillover effects on non-participants relative to women in untreated districts. It finds consistent estimates for average treatment and intent to treat effects
Link to Data Set
Citation
“Baylis, Kathy; Kandpal, Eeshani; Arends-Kuenning, Mary. 2013. Measuring the Effect of a Community-level Program on Women's Empowerment Outcomes : Evidence from India. Policy Research Working Paper;No. 6399. © World Bank. http://hdl.handle.net/10986/13203 License: CC BY 3.0 IGO.”
Associated URLs
Associated content
Other publications in this report series
Publication Intergenerational Income Mobility around the World(Washington, DC: World Bank, 2025-07-09)This paper introduces a new global database with estimates of intergenerational income mobility for 87 countries, covering 84 percent of the world’s population. This marks a notable expansion of the cross-country evidence base on income mobility, particularly among low- and middle-income countries. The estimates indicate that the negative association between income mobility and inequality (known as the Great Gatsby Curve) continues to hold across this wider range of countries. The database also reveals a positive association between income mobility and national income per capita, suggesting that countries achieve higher levels of intergenerational mobility as they grow richer.Publication The Impact of Trade Promotion Organizations on Exports(Washington, DC: World Bank, 2025-08-13)This paper examines the impact of trade promotion organizations on exports during the COVID-19 pandemic using a World Bank survey. The results suggest that increased trade promotion organization budgets significantly boosted exports during downturns but had no effect during the recovery phase. Interestingly, e-commerce programs adopted by trade promotion organizations negatively affected exports during downturns as they diverted resources away from productive support, especially for sectors not intensive in online trade. These findings suggest that countercyclical trade promotion organizations budgets may enhance trade resilience during similar global shocks.Publication The Future of Poverty(Washington, DC: World Bank, 2025-07-15)Climate change is increasingly acknowledged as a critical issue with far-reaching socioeconomic implications that extend well beyond environmental concerns. Among the most pressing challenges is its impact on global poverty. This paper projects the potential impacts of unmitigated climate change on global poverty rates between 2023 and 2050. Building on a study that provided a detailed analysis of how temperature changes affect economic productivity, this paper integrates those findings with binned data from 217 countries, sourced from the World Bank’s Poverty and Inequality Platform. By simulating poverty rates and the number of poor under two climate change scenarios, the paper uncovers some alarming trends. One of the primary findings is that the number of people living in extreme poverty worldwide could be nearly doubled due to climate change. In all scenarios, Sub-Saharan Africa is projected to bear the brunt, contributing the largest number of poor people, with estimates ranging between 40.5 million and 73.5 million by 2050. Another significant finding is the disproportionate impact of inequality on poverty. Even small increases in inequality can lead to substantial rises in poverty levels. For instance, if every country’s Gini coefficient increases by just 1 percent between 2022 and 2050, an additional 8.8 million people could be pushed below the international poverty line by 2050. In a more extreme scenario, where every country’s Gini coefficient increases by 10 percent between 2022 and 2050, the number of people falling into poverty could rise by an additional 148.8 million relative to the baseline scenario. These findings underscore the urgent need for comprehensive climate policies that not only mitigate environmental impacts but also address socioeconomic vulnerabilities.Publication The Macroeconomic Implications of Climate Change Impacts and Adaptation Options(Washington, DC: World Bank, 2025-05-29)Estimating the macroeconomic implications of climate change impacts and adaptation options is a topic of intense research. This paper presents a framework in the World Bank's macrostructural model to assess climate-related damages. This approach has been used in many Country Climate and Development Reports, a World Bank diagnostic that identifies priorities to ensure continued development in spite of climate change and climate policy objectives. The methodology captures a set of impact channels through which climate change affects the economy by (1) connecting a set of biophysical models to the macroeconomic model and (2) exploring a set of development and climate scenarios. The paper summarizes the results for five countries, highlighting the sources and magnitudes of their vulnerability --- with estimated gross domestic product losses in 2050 exceeding 10 percent of gross domestic product in some countries and scenarios, although only a small set of impact channels is included. The paper also presents estimates of the macroeconomic gains from sector-level adaptation interventions, considering their upfront costs and avoided climate impacts and finding significant net gross domestic product gains from adaptation opportunities identified in the Country Climate and Development Reports. Finally, the paper discusses the limits of current modeling approaches, and their complementarity with empirical approaches based on historical data series. The integrated modeling approach proposed in this paper can inform policymakers as they make proactive decisions on climate change adaptation and resilience.Publication Climate Vulnerability and Job Accessibility(Washington, DC: World Bank, 2025-08-11)Many developing cities are facing rapid population growth and extreme climate events. This paper examines the link between job accessibility and climate vulnerability, using data from Antananarivo, Madagascar, which frequently experiences flooding. As in other countries, the analysis finds that men’s commutes are longer than women’s, who tend to walk to work or use public transport. Even after controlling for observables and the potential endogeneity bias associated with commute time, the findings show that climate vulnerability negatively impacts wages, as people avoid commuting long to work due to anticipated potential climate risks. Building climate resilience into urban transport is therefore essential. As predicted by theory, the evidence also shows that the value of commuting is positive, and walking is disadvantageous. Motorized commuting yields higher returns, which could lead to overuse of private cars and taxis, posing decarbonization challenges.
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication Collective Action and Community Development : Evidence from Self-Help Groups in Rural India(World Bank, Washington, DC, 2013-07)In response to the problems of high coordination costs among the poor, efforts are underway in many countries to organize the poor through "self-help groups" (SHGs) -- membership-based organizations that aim to promote social cohesion through a mixture of education, access to finance, and linkages to wider development programs. The authors randomly selected 32 of 80 villages in one of the poorest districts in rural India in which to establish SHGs for women. Two years of exposure to these programs increased women's participation in group savings programs as well as the non-agricultural labor force. Compared to women in control villages, treated women were also more likely to participate in household decisions and engage in civic activities. The authors find no evidence however, that participation increased income or had a disproportionate impact by women's socio-economic status. These results are important in light of the recent effort to expand official support to SHGs under the National Rural Livelihood Mission.Publication West Bank and Gaza Checkpoints and Barriers : Searching for Livelihoods(World Bank, 2010-01-01)This report assesses the impact of the movement and access regime in the period 2000-07 on the economy and the working lives of Palestinians, exploring the gender dimension of restrictions on labor force participation, and how new tensions in the arena of work resulting from movement and access restrictions have affected relations between women and men. The findings of this study are based on an analysis of data covering the years 2000 to 2007 and examine the long-term impacts of restrictions on movement and access. As controls on movement became more entrenched following the second intifada, a massive economic decline ensued, leading to a drop in male employment and real wages resulting from job losses in Israel, and a corresponding rise in unemployment. This same period also witnessed a sharp rise in both covert and overt forms of violence. Israeli military incursions, detentions, manned checkpoints, home demolitions, the separation barrier, and the Palestinians' own response spun a web of violence in public and private that touched the everyday lives of all Palestinians. The violence resulting from the occupation has led to loss of life, land, property, and free movement of people, and has fragmented social space, a key source of material and moral support especially for women. With neither Israeli nor Palestinian legal systems able to provide defense or protection, these momentous changes in people's everyday lives created a sense of collapse of the public, social, and moral order against this backdrop, the effects on Palestinian society have been extensive and far reaching, on relations between men and women, on intergenerational relations between the young and the old, on ties of kinship, and on social networks. This study, through qualitative sources, provides insights to a chain of events that have and are moderating social behavior and gender relations associated with work. The study also captures what the deteriorating situation has meant for Palestinian females and males of all ages in terms of their economic engagement, their ability to seek alternate livelihoods, their coping strategies, their social and human investments, and their future aspirations.Publication Whispers to Voices(World Bank, Dhaka, Bangladesh, 2008-03)Bangladesh stands out as the shining new example in South Asia of a poor country achieving impressive gains in gender equality. Between 1971 and 2004, Bangladesh halved its fertility rates. In much of the country today, girls' secondary school attendance exceeds that of boys. The gender gap in infant mortality has been closed. The scholarly work that came out of the micro credit revolution is based on large and unique data sets and high quality ethnographic work and has set a high bar for evidence-based policy proposals. Beyond a doubt, Bangladesh has made great progress in achieving gender equality and enhancing the status of women. Its success in girls' education, reducing fertility and mortality and the famed microcredit revolution are some of the gains that set it apart from its neighbors and other countries of its income level. When young women and their families were asked what this meant for them and how their lives were different from their mothers', the unexpectedly common theme was "finding a voice" or "being able to speak" or "being listened to".Publication Gender-inclusive Nutrition Activities in South Asia : Volume 2. Lessons from Global Experiences(World Bank, Washington, DC, 2013-04)This paper examines promising approaches from a wide array of literatures to improve gender-inclusive nutrition interventions in South Asia. It is the second of a series on gender and nutrition in South Asia. The first paper explored why gender matters for undernutrition in the region and conducted a mapping of regional nutrition initiatives to find that gender is too narrowly addressed in most programs if at all. Adequately addressing gender2 requires nutrition programs to focus not only on health services and information for the mother and her children, but also on her autonomy and the support she receives from her partner, other household members, and the broader community. This focus is especially important for adolescent mothers in the region, who have very low status. The present study drew from the conceptual framework of the previous paper and investigated four types of innovations in nutrition initiatives that address gender. These entail promoting: (1) women s household autonomy; (2) household support for the woman and her own and her children s nutrition; (3) community support for the woman and her own and her children s nutrition; and (4) help for adolescent girls. Though the ideal "gender-inclusive nutrition interventions" package (GINI for short) was never found, based on the findings of this review, it can be described. Indeed, it is quite consonant with this study s conceptual framework. The most effective programs would encompass the following "success factors": (a) ensure that the targeted women not only earn but control income (as in the HKI homestead garden projects in Bangladesh, Nepal and Cambodia); (b) get the powerful members of young married women s households - men and paternal grandmothers - on board by means of peer advocacy and community-oriented programs that (c) provide them with information on nutrition and women s child welfare-focused spending patterns, (d) as well as (small) incentives so they don t seize control of income or marketable food generated by those women. These programs also would (e) train forward-looking local women (including grandmothers) and men for volunteer roles (preferably with small incentives for sustainability). (f) They would provide BCC on nutrition and help increase support by community leaders, religious figures and members for young women s livelihoods as well as mother/child nutrition. (g) Finally, the ideal GINI would also target teen girls, offering them nutrition information, along with incentives to parents to keep them in school and programs for the girls to earn money. Positive examples encountered in the literature are presented below (along with some partial successes that need further refinement). If polished and scaled up, such programs could put a big dent in the "South Asian Enigma" and both the gender inequities and malnutrition that define it.Publication Gender-Inclusive Nutrition Activities in South Asia : Mapping Report(World Bank, Washington, DC, 2012-06-27)This report is the first of a series that will explore how gender can be more comprehensively incorporated into nutrition interventions in the South Asia Region in order to improve the effectiveness these programs. The first section presents the rationale for considering gender in nutrition programs in the first place, moving beyond traditional services for mothers and children. It draws from the literature to describe why gender is an important factor for the high under-nutrition rates in South Asia and how a broad range of gender issues, rooted in a mother's capacity to care for herself and her child, affect nutritional outcomes of children. The second section presents the results of a mapping of nutrition programs in the South Asia Region. The mapping primarily finds that, despite its importance, gender is too narrowly addressed in most interventions. Existing programs typically focus on the first two approaches mentioned above: imparting nutritional knowledge and skills to the caregiver and improving physical health through food or micronutrient supplements and health services. The third section identifies several nutrition and health projects that have adopted promising approaches to include gender more comprehensively. To improve household support for the mother in providing child care, efforts to engage other members of the household such as fathers, grandmothers, and mothers-in-law appear promising. The final section concludes by recommending five steps to more comprehensively address gender in nutrition interventions: (1) begin a dialogue with policymakers inside development institutions and governments to expand the conversation on gender with regard to nutrition interventions that extends beyond mothers and children; (2) collect low hanging fruit: existing development interventions that engage adolescent girls should include a nutrition component; (3) facilitate the generation of new ideas to address the programmatic gaps and improve targeting; (4) evaluate promising approaches for effectiveness, scalability and applicability in different cultural contexts; and (5) conduct additional research in previously overlooked areas and fill gaps in existing data.
Users also downloaded
Showing related downloaded files
Publication Business Ready 2024(Washington, DC: World Bank, 2024-10-03)Business Ready (B-READY) is a new World Bank Group corporate flagship report that evaluates the business and investment climate worldwide. It replaces and improves upon the Doing Business project. B-READY provides a comprehensive data set and description of the factors that strengthen the private sector, not only by advancing the interests of individual firms but also by elevating the interests of workers, consumers, potential new enterprises, and the natural environment. This 2024 report introduces a new analytical framework that benchmarks economies based on three pillars: Regulatory Framework, Public Services, and Operational Efficiency. The analysis centers on 10 topics essential for private sector development that correspond to various stages of the life cycle of a firm. The report also offers insights into three cross-cutting themes that are relevant for modern economies: digital adoption, environmental sustainability, and gender. B-READY draws on a robust data collection process that includes specially tailored expert questionnaires and firm-level surveys. The 2024 report, which covers 50 economies, serves as the first in a series that will expand in geographical coverage and refine its methodology over time, supporting reform advocacy, policy guidance, and further analysis and research.Publication Global Economic Prospects, January 2025(Washington, DC: World Bank, 2025-01-16)Global growth is expected to hold steady at 2.7 percent in 2025-26. However, the global economy appears to be settling at a low growth rate that will be insufficient to foster sustained economic development—with the possibility of further headwinds from heightened policy uncertainty and adverse trade policy shifts, geopolitical tensions, persistent inflation, and climate-related natural disasters. Against this backdrop, emerging market and developing economies are set to enter the second quarter of the twenty-first century with per capita incomes on a trajectory that implies substantially slower catch-up toward advanced-economy living standards than they previously experienced. Without course corrections, most low-income countries are unlikely to graduate to middle-income status by the middle of the century. Policy action at both global and national levels is needed to foster a more favorable external environment, enhance macroeconomic stability, reduce structural constraints, address the effects of climate change, and thus accelerate long-term growth and development.Publication The Container Port Performance Index 2023(Washington, DC: World Bank, 2024-07-18)The Container Port Performance Index (CPPI) measures the time container ships spend in port, making it an important point of reference for stakeholders in the global economy. These stakeholders include port authorities and operators, national governments, supranational organizations, development agencies, and other public and private players in trade and logistics. The index highlights where vessel time in container ports could be improved. Streamlining these processes would benefit all parties involved, including shipping lines, national governments, and consumers. This fourth edition of the CPPI relies on data from 405 container ports with at least 24 container ship port calls in the calendar year 2023. As in earlier editions of the CPPI, the ranking employs two different methodological approaches: an administrative (technical) approach and a statistical approach (using matrix factorization). Combining these two approaches ensures that the overall ranking of container ports reflects actual port performance as closely as possible while also being statistically robust. The CPPI methodology assesses the sequential steps of a container ship port call. ‘Total port hours’ refers to the total time elapsed from the moment a ship arrives at the port until the vessel leaves the berth after completing its cargo operations. The CPPI uses time as an indicator because time is very important to shipping lines, ports, and the entire logistics chain. However, time, as captured by the CPPI, is not the only way to measure port efficiency, so it does not tell the entire story of a port’s performance. Factors that can influence the time vessels spend in ports can be location-specific and under the port’s control (endogenous) or external and beyond the control of the port (exogenous). The CPPI measures time spent in container ports, strictly based on quantitative data only, which do not reveal the underlying factors or root causes of extended port times. A detailed port-specific diagnostic would be required to assess the contribution of underlying factors to the time a vessel spends in port. A very low ranking or a significant change in ranking may warrant special attention, for which the World Bank generally recommends a detailed diagnostic.Publication Global Economic Prospects, June 2025(Washington, DC: World Bank, 2025-06-10)The global economy is facing another substantial headwind, emanating largely from an increase in trade tensions and heightened global policy uncertainty. For emerging market and developing economies (EMDEs), the ability to boost job creation and reduce extreme poverty has declined. Key downside risks include a further escalation of trade barriers and continued policy uncertainty. These challenges are exacerbated by subdued foreign direct investment into EMDEs. Global cooperation is needed to restore a more stable international trade environment and scale up support for vulnerable countries grappling with conflict, debt burdens, and climate change. Domestic policy action is also critical to contain inflation risks and strengthen fiscal resilience. To accelerate job creation and long-term growth, structural reforms must focus on raising institutional quality, attracting private investment, and strengthening human capital and labor markets. Countries in fragile and conflict situations face daunting development challenges that will require tailored domestic policy reforms and well-coordinated multilateral support.Publication Digital Progress and Trends Report 2023(Washington, DC: World Bank, 2024-03-05)Digitalization is the transformational opportunity of our time. The digital sector has become a powerhouse of innovation, economic growth, and job creation. Value added in the IT services sector grew at 8 percent annually during 2000–22, nearly twice as fast as the global economy. Employment growth in IT services reached 7 percent annually, six times higher than total employment growth. The diffusion and adoption of digital technologies are just as critical as their invention. Digital uptake has accelerated since the COVID-19 pandemic, with 1.5 billion new internet users added from 2018 to 2022. The share of firms investing in digital solutions around the world has more than doubled from 2020 to 2022. Low-income countries, vulnerable populations, and small firms, however, have been falling behind, while transformative digital innovations such as artificial intelligence (AI) have been accelerating in higher-income countries. Although more than 90 percent of the population in high-income countries was online in 2022, only one in four people in low-income countries used the internet, and the speed of their connection was typically only a small fraction of that in wealthier countries. As businesses in technologically advanced countries integrate generative AI into their products and services, less than half of the businesses in many low- and middle-income countries have an internet connection. The growing digital divide is exacerbating the poverty and productivity gaps between richer and poorer economies. The Digital Progress and Trends Report series will track global digitalization progress and highlight policy trends, debates, and implications for low- and middle-income countries. The series adds to the global efforts to study the progress and trends of digitalization in two main ways: · By compiling, curating, and analyzing data from diverse sources to present a comprehensive picture of digitalization in low- and middle-income countries, including in-depth analyses on understudied topics. · By developing insights on policy opportunities, challenges, and debates and reflecting the perspectives of various stakeholders and the World Bank’s operational experiences. This report, the first in the series, aims to inform evidence-based policy making and motivate action among internal and external audiences and stakeholders. The report will bring global attention to high-performing countries that have valuable experience to share as well as to areas where efforts will need to be redoubled.