Publication:
Demand for "Safe Space": Avoiding Harassment and Complying with Norms

Loading...
Thumbnail Image
Files in English
English PDF (11.7 MB)
1,384 downloads
English Text (215.35 KB)
21 downloads
Published
2020-06
ISSN
Date
2020-06-04
Editor(s)
Abstract
What are the costs to women of harassment on public transit? This study randomizes the price of a women-reserved “safe space” in Rio de Janeiro and crowd-source information on 22,000 rides. Women in the public space experience harassment once a week. A fifth of riders are willing to forgo 20 percent of the fare to ride in the “safe space”. Randomly assigning riders to the “safe space” reduces physical harassment by 50 percent, implying a cost of $1.45 per incident. Implicit Association Tests show that women face a stigma for riding in the public space that may outweigh the benefits of the safe space.
Link to Data Set
Citation
Kondylis, Florence; Legovini, Arianna; Vyborny, Kate; Zwager, Astrid; Andrade, Luiza. 2020. Demand for "Safe Space": Avoiding Harassment and Complying with Norms. Policy Research Working Paper; 9269. © World Bank. http://hdl.handle.net/10986/33853 License: CC BY 3.0 IGO.
Associated URLs
Report Series
Report Series
Other publications in this report series
  • Publication
    Climate and Social Sustainability in Fragility, Conflict, and Violence Contexts
    (Washington, DC: World Bank, 2026-01-07) Cuesta Leiva, Jose Antonio; Huff, Connor
    Climate change is widely recognized as a driver of violent conflict, but its broader social effects remain less understood. Ignoring these dimensions risks a vicious cycle where climate policies might undermine socially just adaptation. Evidence is still limited on how climate shocks influence political participation, trust, or migration. This paper helps fill that gap by examining links between climate change, conflict, and social sustainability, with a focus on inclusion, resilience, cohesion, and legitimacy. Using secondary data from 2019–24, the study applies simple correlation-based methods to test three hypotheses on the nature, severity, and composition of these associations. The analysis combines multiple climate impact measures, new conflict classifications, recent social sustainability frameworks, and controls for population and geography. The results reveal strong correlations—not causation—between climate events and contexts of fragility, conflict, and violence. Climate impacts are most pronounced in both national and subnational conflict settings. The study also finds robust links between fragility, conflict, and violence and low levels of social sustainability, reflecting its role as both a driver and consequence of conflict. Some dimensions—such as violent events and insecurity—appear weaker in areas most affected by climate shocks. Two of the hypotheses are supported, and one remains inconclusive.
  • Publication
    The Macroeconomic Implications of Climate Change Impacts and Adaptation Options
    (Washington, DC: World Bank, 2025-05-29) Abalo, Kodzovi; Boehlert, Brent; Bui, Thanh; Burns, Andrew; Castillo, Diego; Chewpreecha, Unnada; Haider, Alexander; Hallegatte, Stephane; Jooste, Charl; McIsaac, Florent; Ruberl, Heather; Smet, Kim; Strzepek, Ken
    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
    Institutional Capacity for Policy Implementation: An Analytical Framework
    (Washington, DC: World Bank, 2026-01-07) Kim, Galileu; Kumar, Tanu; Ramalho, Rita; Russell, Stuart
    State capacity is an important prerequisite for policy implementation, yet at the country level it is difficult to measure, assess, and reform. This paper proposes a focus on institutional capacity: the ability of public institutions to implement the specific policy mandates for which they are responsible. Based on a review of existing literature, the paper defines the different dimensions that compose institutional capacity and groups them into two cross-cutting categories: organizational dimensions (personnel, financial resources, information systems, and management practices) and governance dimensions (transparency, independence, and accountability). The paper proposes measures for organizational and governance dimensions using existing data, shows intra-institutional variation of these measures within countries, and discusses how new data could be collected for better measurement of these concepts. Finally, the paper illustrates how the framework can be used to diagnose the sources of common problems related to weak policy implementation.
  • Publication
    South Africa’s Fragmented Cities: The Unequal Burden of Labor Market Frictions
    (Washington, DC: World Bank, 2026-01-08) Baez, Javier E.; Kshirsagar, Varun
    Using high-resolution administrative, census, and satellite data, this paper shows that South African cities are characterized by spatial mismatches between where people live and where jobs are located, relative to 20 global peers. Areas within 5 kilometers of commercial centers have 9,300 fewer residents per square kilometer than expected, which is 60 percent below the global median. Poor, dense neighborhoods are most affected. In Johannesburg, a 10-percentile increase in distance from the nearest business hub corresponds to a 3.7-percentile drop in asset wealth (a proxy of household wellbeing) and 4.9-percentile drop in employment. In Cape Town, the declines are 4.0 and 3.7 percentiles, respectively. Employment is 87 percent lower in the poorest decile than the richest in Johannesburg and 61 percent lower in Cape Town. These findings suggest that South Africa’s spatial organization of people and economic activity constrains agglomeration and reinforces inequality. This methodology provides a scalable and standardized data-driven framework to analyze spatial accessibility and agglomeration frictions in complex, data-constrained urban systems.
  • Publication
    Investment in Emerging and Developing Economies
    (Washington, DC: World Bank, 2026-01-07) Adarov, Amat; Kose, M. Ayhan; Vorisek, Dana
    The world faces a pressing challenge to meet key development objectives amid slowing growth and rising macroeconomic and geopolitical risks. With the number of job seekers rising rapidly, infrastructure shortfalls continuing to be large, and climate costs mounting, the case for a significant investment push has never been stronger. Yet the capacity to respond in many emerging markets and developing economies has eroded. Since the global financial crisis, investment growth has slowed to about half its pace in the 2000s, with both public and private investment weakening. Foreign direct investment inflows—a critical source of capital, technology, and managerial know-how—have also fallen sharply and become increasingly concentrated, leaving low-income countries with only a marginal share. The risks of further retrenchment are significant, as trade tensions, policy uncertainty, and elevated debt levels continue to weigh on investment. Reigniting momentum will require ambitious domestic reforms to strengthen institutions, rebuild macro-fiscal stability, and deepen trade and investment integration—the foundations of a supportive business climate. At the same time, international cooperation is indispensable. A renewed commitment to a predictable system of cross-border trade and investment flows, combined with scaled-up financial support and sustained technical assistance, is essential to help emerging markets and developing economies—especially low-income countries and economies in fragile and conflict situations—bridge financing gaps and implement the domestic reforms needed to restore investment as an engine of growth, jobs, and development.
Journal
Journal Volume
Journal Issue

Related items

Showing items related by metadata.

  • Publication
    Measuring Women's Empowerment and the Impact of Ethiopia's Women's Development Initiatives Project
    (World Bank, Washington, DC, 2005-08-25) Legovini, Arianna
    This report discusses the World Bank aided Women's Development Initiatives Project (WDIP), under implementation in Ethiopia. The study assesses the empowerment status of Ethiopian women in both rural and urban areas, and evaluates the impact of participation in WDIP on women's empowerment. Empowerment status and impact are measured against indicators in the economic, political, social, and psychological domains, on the assumption that WDIP, a project designed to expand economic opportunities, strengthen self-reliance, and build awareness, will affect outcomes in all these spheres. WDIP is a community-driven development project that seeks to enhance women's empowerment and participation in development interventions by mobilizing women at the grassroots level and capitalizing on their potential to support development processes. WDIP seeks to redress gender imbalances in development opportunity by investing in women's skills, productivity, and organizational capacity. This report is structured as follows: section one gives introduction. Section two outlines the objective and conceptual framework. Section three presents research design and methodology. Section four focuses on analysis of women's empowerment and the determinants of empowerment. Section five presents impact evaluation of WDIP.
  • Publication
    Gender Dimensions of Trade Facilitation and Logistics : A Guidance Note
    (Washington, DC, 2012-04) Higgins, Kate
    Gender equality is a vital instrument for development. In trade related interventions, taking gender equality into account not only spurs country competitiveness, but also helps obtain better outcomes. The World Bank's international trade department and the gender and development unit in the Poverty Reduction and Economic Management network are collaborating to produce guidance notes in order to help people working in the field identify and assess the gender dimensions of trade projects. This guidance note focuses on trade facilitation and logistics initiatives, which seek to improve customs and border management, trade infrastructure, port efficiency, transport security, logistics and transport services, regional trade corridors and transit and multimodal transport. The guidance note demonstrates why gender matters for trade facilitation and logistics and how gender dimensions can be integrated into trade facilitation and logistics initiatives. The ultimate objective of the note is to support World Bank staff to enhance the effectiveness of the World Banks's trade-related work by integrating a gender perspective into trade-related policy dialogue, and the design, implementation and monitoring and evaluation of trade facilitation and logistics initiatives.
  • Publication
    Voice and Agency : Empowering Women and Girls for Shared Prosperity
    (Washington, DC: World Bank Group, 2014) Klugman, Jeni; Hanmer, Lucia; Twigg, Sarah; Hasan, Tazeen; McCleary-Sills, Jennifer; Santamaria, Julieth
    The 2012 World Development Report recognized that expanding women's agency - their ability to make decisions and take advantage of opportunities is key to improving their lives as well as the world. This report represents a major advance in global knowledge on this critical front. The vast data and thousands of surveys distilled in this report cast important light on the nature of constraints women and girls continue to face globally. This report identifies promising opportunities and entry points for lasting transformation, such as interventions that reach across sectors and include life-skills training, sexual and reproductive health education, conditional cash transfers, and mentoring. It finds that addressing what the World Health Organization has identified as an epidemic of violence against women means sharply scaling up engagement with men and boys. The report also underlines the vital role information and communication technologies can play in amplifying women's voices, expanding their economic and learning opportunities, and broadening their views and aspirations. The World Bank Group's twin goals of ending extreme poverty and boosting shared prosperity demand no less than the full and equal participation of women and men, girls and boys, around the world.
  • Publication
    The Decision to Invest in Child Quality over Quantity : Household Size and Household Investment in Education in Vietnam
    (World Bank, Washington, DC, 2013-06) Rogers, F. Halsey; Dang, Hai-Anh
    During Vietnam's two decades of rapid economic growth, its fertility rate has fallen sharply at the same time that its educational attainment has risen rapidly -- macro trends that are consistent with the hypothesis of a quantity-quality tradeoff in child-rearing. This paper investigates whether the micro-level evidence supports the hypothesis that Vietnamese parents are in fact making a tradeoff between quantity and quality of children. The paper presents new measures of household investment in private tutoring, together with traditional measures of household investments in education. It analyzes data from the Vietnam Household Living Standards Surveys and instruments for family size using the distance to the nearest family planning center. The estimation results show that families do indeed invest less in the education of school-age children who have larger numbers of siblings. This effect holds for several indicators of educational investment -- including general education expenditure and various measures of private tutoring investment -- and is robust to various definitions of family size and model specifications that control for community characteristics as well as the distance to the city center. Finally, the results suggest that tutoring may be a better measure of quality-oriented household investments in education than traditional measures like enrollment, which are arguably less nuanced and household-driven.
  • Publication
    Methodologies to Measure the Gender Dimensions of Crime and Violence
    (World Bank, Washington, DC, 2001-07) Shrader, Elizabeth
    Recent studies have used homicide rates, police statistics, and crime victimization surveys to pinpoint violent areas. The author argues that these useful measures of crime, and violence underestimate certain types of violence (especially non-economic violence) and key dimensions of violence (especially age, and gender). A composite index based on monitoring, and surveillance of homicides, crime statistics, and victimization surveys can provide invaluable "first round" snapshots of urban violence - information to monitor crime trends, warn against incipient crime waves, and indicate areas where more in-depth "second round" studies are needed to explore casualty, the impact of interventions, and public opinion. But a composite index of municipally generated information about trends, depends heavily on the quality of the data collected, and will not explain why trends, or changes occur. Other indicators are needed to strengthen surveillance, and to facilitate the planning of interventions, and evaluation. It would be helpful, for example, to distinguish between social, economic, and political violence, and to provide items on autopsy reports, crime statistics, and victimization surveys to gain insight into what motivates violence. Information useful for analyzing causes of violence might include: 1) Individual: socioeconomic data about victims, and perpetrators, and information about their use of alcohol, drugs, or firearms. 2) Interpersonal: whether victim, and perpetrator belonged to the same family, or household, had an affective relationship, were acquaintances, or were strangers. 3) Institutional: crime characteristics (physical injuries sustained, weapons used, value of property lost, where crime occurred); characteristics of victim, and perpetrator; whether the crime was reported; per capita police, and private security; presence of gangs in community; estimated number of gangs and gang members; level of gang organization (low, medium, high); and, other measures of social capital. 4) Structural: levels of impunity (number of convictions as a ratio of number of arrests); levels of corruption; indices of social exclusion, such as racism, gender discrimination, or areas stigma; the dynamics between violence, and access to (and control of) such resources as land, water, and wealth. Crime mapping, to provide visual confirmation of noted trends, might be combined with information about the relative locations of battered women's shelters, police stations, and the distribution of family violence in residential areas.

Users also downloaded

Showing related downloaded files

  • Publication
    Making the Most of the African Continental Free Trade Area
    (Washington, DC: World Bank, 2022-06-30) Echandi, Roberto; Maliszewska, Maryla; Steenbergen, Victor
    The creation of the African Continental Free Trade Area (AfCFTA) provides a unique opportunity to boost growth, cut poverty, and reduce Africa’s dependence on the boom and-bust commodity cycle. A World Bank (2020) report estimates that the AfCFTA has the potential to raise income in the continent by 7 percent by 2035 and lift 40 million people out of extreme poverty, mainly by spurring intraregional trade (termed the “AfCFTA trade scenario” for purposes of this analysis). Reductions in nontariff barriers on goods and services and improvements in trade facilitation measures will account for about two thirds of the US$450 billion in potential income gains by removing long delays across most of the continent’s borders and lowering compliance costs in trade, making it easier for African businesses to become integrated into regional and global supply chains. This report builds on that earlier study by including potential gains arising from greater flows of foreign direct investment (FDI), termed the “AfCFTA FDI broadscenario,” and from deeper integration beyond trade, the “AfCFTA FDI deep scenario.” FDI has traditionally been low in Africa. The AfCFTA is likely to attract cross-border investment by eliminating tariff and nontariff barriers and replacing the existing patchwork of bilateral and regional trade deals with a single, unified market. Investors in any one of 55 member countries will have access to a continent of 1.3 billion people with a combined GDP of US$3.4 trillion. Integration in global and regional value chains offers a further magnet for FDI and the jobs, investment, and know-how that FDI brings.
  • Publication
    The African Continental Free Trade Area
    (Washington, DC: World Bank, 2020-07-27) World Bank; Maliszewska, Maryla; Ruta, Michele
    The African Continental Free Trade Area (AfCFTA) agreement will create the largest free trade area in the world, measured by the number of countries participating. The pact will connect 1.3 billion people across 55 countries with a combined GDP valued at $3.4 trillion. It has the potential to lift 30 million people out of extreme poverty by 2035. But achieving its full potential will depend on putting in place significant policy reforms and trade facilitation measures. The scope of the agreement is considerable. It will reduce tariffs among member countries and cover policy areas, such as trade facilitation and services, as well as regulatory measures, such as sanitary standards and technical barriers to trade. It will complement existing subregional economic communities and trade agreements by offering a continent-wide regulatory framework and by regulating policy areas—such as investment and intellectual property rights protection—that have not been covered in most subregional agreements. The African Continental Free Trade Area: Economic and Distributional Effects quantifies the long-term implications of the agreement for growth, trade, poverty reduction, and employment. Its analysis goes beyond that in previous studies that have largely focused on tariff and nontariff barriers in goods—by including the effects of services and trade facilitation measures, as well as the distributional impacts on poverty, employment, and wages of female and male workers. It is designed to guide policy makers as they develop and implement the extensive range of reforms needed to realize the substantial rewards that the agreement offers. The analysis shows that full implementation of AfCFTA could boost income by 7 percent, or nearly $450 billion, in 2014 prices and market exchange rates. The agreement would also significantly expand African trade—particularly intraregional trade in manufacturing. In addition, it would increase employment opportunities and wages for unskilled workers and help close the wage gap between men and women.
  • Publication
    The Global Findex Database 2025: Connectivity and Financial Inclusion in the Digital Economy
    (Washington, DC: World Bank, 2025-07-16) Klapper, Leora; Singer, Dorothe; Starita, Laura; Norris, Alexandra
    The Global Findex 2025 reveals how mobile technology is equipping more adults around the world to own and use financial accounts to save formally, access credit, make and receive digital payments, and pursue opportunities. Including the inaugural Global Findex Digital Connectivity Tracker, this fifth edition of Global Findex presents new insights on the interactions among mobile phone ownership, internet use, and financial inclusion. The Global Findex is the world’s most comprehensive database on digital and financial inclusion. It is also the only global source of comparable demand-side data, allowing cross-country analysis of how adults access and use mobile phones, the internet, and financial accounts to reach digital information and resources, save, borrow, make payments, and manage their financial health. Data for the Global Findex 2025 were collected from nationally representative surveys of about 145,000 adults in 141 economies. The latest edition follows the 2011, 2014, 2017, and 2021 editions and includes new series measuring mobile phone ownership and internet use, digital safety, and frequency of transactions using financial services. The Global Findex 2025 is an indispensable resource for policy makers in the fields of digital connectivity and financial inclusion, as well as for practitioners, researchers, and development professionals.
  • Publication
    Global Economic Prospects, June 2025
    (Washington, DC: World Bank, 2025-06-10) World Bank
    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 Africa
    (Washington, DC: World Bank, 2023-03-13) Begazo, Tania; Dutz, Mark Andrew; Blimpo, Moussa
    All African countries need better and more jobs for their growing populations. "Digital Africa: Technological Transformation for Jobs" shows that broader use of productivity-enhancing, digital technologies by enterprises and households is imperative to generate such jobs, including for lower-skilled people. At the same time, it can support not only countries’ short-term objective of postpandemic economic recovery but also their vision of economic transformation with more inclusive growth. These outcomes are not automatic, however. Mobile internet availability has increased throughout the continent in recent years, but Africa’s uptake gap is the highest in the world. Areas with at least 3G mobile internet service now cover 84 percent of Africa’s population, but only 22 percent uses such services. And the average African business lags in the use of smartphones and computers as well as more sophisticated digital technologies that catalyze further productivity gains. Two issues explain the usage gap: affordability of these new technologies and willingness to use them. For the 40 percent of Africans below the extreme poverty line, mobile data plans alone would cost one-third of their incomes—in addition to the price of access devices, apps, and electricity. Data plans for small- and medium-size businesses are also more expensive than in other regions. Moreover, shortcomings in the quality of internet services—and in the supply of attractive, skills-appropriate apps that promote entrepreneurship and raise earnings—dampen people’s willingness to use them. For those countries already using these technologies, the development payoffs are significant. New empirical studies for this report add to the rapidly growing evidence that mobile internet availability directly raises enterprise productivity, increases jobs, and reduces poverty throughout Africa. To realize these and other benefits more widely, Africa’s countries must implement complementary and mutually reinforcing policies to strengthen both consumers’ ability to pay and willingness to use digital technologies. These interventions must prioritize productive use to generate large numbers of inclusive jobs in a region poised to benefit from a massive, youthful workforce—one projected to become the world’s largest by the end of this century.