Publications
1-10 of 19
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Economics & Finance
Financing Road Safety: Catalyzing the Sustainable Finance Market to Bridge the Gap
February 2025
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Post-Crash Health Care
Beyond the Numbers: Estimating the Disability Burden of Road Traffic Injuries
November 2023
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Road Safety Data
Improving Road Traffic Injury Statistics in Low- and Middle-Income Countries
November 2023
- National decision-makers recognize the issue of underreporting but tend to dismiss higher estimates by global statistical models.
- Most countries use WHO GSRRS estimates.
- National health surveys and censuses in LMICs often contain relevant information, and minor modifications can greatly improve their usage for such measurements.
- Incorporating national health survey data into global statistical models can help resolve discrepancies and increase confidence in estimates.
- Integrating epidemiological data sources into global statistical models (GBD, GHE, GSRRS) to reduce discrepancies and increase confidence in their estimates.
- Including relevant questions in upcoming national data collections to facilitate epidemiological measurements of road traffic injuries.
- Encouraging local involvement in data production for better estimates.
- Enhancing coordination between the Institute for Health Metrics and Evaluation and the World Health Organization to improve estimates and reduce inconsistencies.
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Economics & Finance
Multilateral Development Banks Road Safety Financing in Low and Middle-Income Countries: 2018–2022
May 2023
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The burden of road traffic injuries is a significant global challenge requiring urgent attention and investment. By integrating road safety investments with broader development goals and leveraging innovative financing solutions such as labeled sustainable bonds and loans, available financing for road safety projects can be dramatically increased.
The societal, economic, and human benefits of improving road safety are extensive, making it a critical priority for national agendas. Through strategic investments in road safety, economic burdens can be mitigated, long-term growth promoted, and a safer, more equitable world created for all.
The multilateral development banks -- together with the Global Road Safety Facility and with strong donor support -- can help countries catalyze the sustainable finance market to fund high-impact and results-oriented road safety projects.

This GRSF-funded study explores the medical, economic, and social costs of road traffic accidents (RTAs), particularly focusing on individuals with permanent disabilities. According to the World Health Organization (WHO), RTAs are a global public health crisis, ranked as the 12th leading cause of death and the primary cause of mortality among children and young adults. While the UN's Decade of Action for Road Safety (2021–2030) aims to reduce RTA deaths, the study argues that more focus is needed on injuries and the long-term impact on those left disabled by RTAs.
Building on GRSF’s report Beyond The Numbers: Estimating the Disability Burden of Road Traffic Injuries (Mitra et al., 2023), this project examines data from Namibia and South Africa and interviews with experts to highlight the often-overlooked challenges faced by RTA-related disability survivors. These individuals encounter unique issues—such as brain injuries, psychological trauma, and sudden financial burdens—that require specific support mechanisms beyond general disability frameworks.
Economic losses from RTAs are substantial, with WHO estimating global costs up to $1.8 trillion annually. However, existing research focuses mainly on medical costs and productivity losses, neglecting broader social impacts. Data on the prevalence of permanent disabilities varies, underscoring the need for standardized research.
The study calls for integrating disability concerns into road safety policies, emphasizing that improved enforcement in low- and middle-income countries could prevent disabilities and reduce societal costs. Ultimately, it advocates for recognizing RTA-related disabilities as a critical issue within global health, disability policy, and development agendas.

Road traffic injuries (RTIs) are a critical public health issue in Jordan, as highlighted in the 2022 Annual Report of Traffic Accidents from the Jordan Public Security Directorate. With 169,409 crashes recorded in 2022, resulting in 562 deaths and 11,510 injuries, RTIs have emerged as the leading cause of death for children and young people, and the second-leading cause for adults aged 20–64.
This analytical research study aims to understand RTI-induced disabilities in Jordan, identify contributing factors, and assess the associated costs for road traffic crash victims. Using a mixed-methods approach, the research included quantitative and qualitative data collection through hospital-based surveillance and follow-up surveys at one- and three months post-injury. The study involved six public and private hospitals across Jordan. Key informant interviews with stakeholders from various sectors were conducted to gain comprehensive insights.
The study's findings reveal that most RTI patients were male (79%) with an average age of 34 years. Crashes predominantly occurred during early mornings and night hours, involving mainly cars (72%) and motorcycles/bicycles (40%). A significant number of patients (74%) received prehospital care, primarily from ambulance staff. Most patients (66%) were fully conscious upon arrival at the emergency room.
Injury analysis showed that 58% of patients had a single injury, with extremities being the most affected area. Financially, 49% of patients incurred immediate costs upon hospital admission, and follow-up care also resulted in out-of-pocket expenses, particularly for physiotherapy and medications.
The study indicated that 79% of patients experienced some disability at the one-month follow-up, with varying degrees from mild to extreme. By the third month, 73% reported no disability, though 26% continued to experience mild impairments.
This study underscores the significant burden of RTIs and associated disabilities in Jordan, highlighting the need for targeted interventions to reduce injuries and robust long-term care to support affected individuals.

It is well-documented that road crashes claim around 1.35 million lives each year and rank as the eighth leading cause of death globally, causing huge burdens for economies, health systems, and transport networks. However, beneath the sobering fatality statistics lies a largely unexplored landscape: the staggering toll of disabilities induced by road crashes. Until now, the focus of road safety research and policy discourse has predominantly revolved around fatalities, which has limited our understanding of traffic-related injuries and disability burdens at the individual, community, and national level.
To address this critical knowledge gap, this pioneering study—involving over 2,300 patients hospitalized for road crash injuries—provides valuable insights into the prevalence, causes, and long-term impacts of crash-related disabilities. By broadening the discussion beyond fatalities to the often-overlooked issue of disability, the report paves the way for a more holistic perspective on road safety impacts, which can inform more effective road safety policies.
This report is a call to action for comprehensive and context-specific interventions that encompass both the transport and health sectors. Effective measures may include implementing safety regulations, enhancing emergency services, strengthening rehabilitative care, and expanding social safety nets to ease the financial burden on crash survivors. Collaborative efforts between governments, global and regional organizations, civil society, and other stakeholders will be indispensable.

Road safety is a global health and economic issue that disproportionately affects low- and middle-income countries (LMICs). Precise data is crucial for understanding the full scope of the problem and developing effective interventions, but LMICs struggle to collect comprehensive data due to limited resources, underdeveloped health systems, and inconsistent data collection processes.
To overcome reporting gaps, three major global statistical models are utilized: The Institute for Health Metrics and Evaluation Global Burden of Disease (GBD) study, the World Health Organization (WHO) Global Status Reports on Road Safety (GSRRS), and WHO Global Health Estimates (GHE). However, discrepancies exist among these models and between them and official country statistics. They often estimate significantly higher road traffic fatalities and injuries than official LMIC statistics.
This GRSF study identifies the reasons behind statistical discrepancies and outlines strategies to strengthen modeling efforts. This involved qualitative research, a systematic review of national data availability, and four case studies in Brazil, Cambodia, Ethiopia, and Tanzania.
Key findings include:
Recommendations include:
To achieve the goal of the Second United Nations Decade of Action for Road Safety (reducing road traffic fatalities and injuries by 50% by 2030), substantial resources need to be allocated to road safety and accurate reporting and statistical estimates are required.

The Multilateral Development Banks (MDBs) Road Safety Working Group, established in 2009, is comprised of ten member institutions that are uniquely positioned to support countries in reaching their considerable and challenging road safety financing needs.
In early 2023, the working group reviewed progress made by the MDBs in financing road safety activities in low and middle-income countries (LMICs), and found that MDBs collectively committed $3.6 billion toward road safety initiatives in developing countries during the period 2018-2022. Three standalone road safety projects—in Bangladesh (World Bank), India (Asian Development Bank and World Bank), and Romania (European Investment Bank)—totaled $912 million in MDBs financing, which is more than one-quarter of the amount committed during this timeframe.
The review is based on details of road and urban mobility project financing provided by seven of the working group's ten members.

Road traffic injuries (RTIs) are well known to cause enormous human suffering in terms of both morbidity and mortality, and on a global scale. The economic dimension of the disease burden is far less well understood; but it is important to assess the size of the economic burden so that it can be considered when calculating the cost-benefit ratio of policies to tackle this problem. Because it is, in principle, and to some degree, an avoidable one.
This report focuses primarily on assessing various dimensions of the economic consequences of RTIs, as applied specifically to four Central Asian countries (Kazakhstan, Kyrgyzstan, Tajikistan, and Uzbekistan) – a part of the world in which there is still a major need to reduce RTIs.
This study shows that on top of the harm RTIs inflict upon human health, they also impose a considerable financial burden on health care systems. In 2016, the total estimated health costs of RTIs in these four countries was approximately Int$95 million, ranging from Int$2.8million in Tajikistan to Int$49.3 million in Kazakhstan. In Kazakhstan, the overall health costs resulting from RTIs were similar to the cumulative expenditure for rehabilitative and palliative care within the state-guaranteed basic package. The heavy financial burden on health care systems to manage RTIs in these countries adds weight to the urgency to increase preventive efforts by road safety policymakers, and should motivate appropriate organization of the post-crash response by health care system decision makers. The cost estimates discussed in this report indicate the potential for significant economic cost savings if both deaths and injuries from road crashes could be substantially reduced in these countries.

An evaluation of the various Emergency Medical Services (EMS) models and mechanisms in place in Sub-Saharan Africa (SSA) is critical in order to have a better understanding of what can be improved upon for effective pre-hospital and emergency care services (PECS). With grant funding provided by the World Bank’s Global Road Safety Facility (GRSF), this report aims explore the State of EMS Systems in Sub-Saharan Africa through a review of the models and mechanisms being developed across various States.
The premise of the report focuses on the fundamentals for effectively providing satisfactory treatment to those in need of urgent medical care, while also recognizing that there are multiple pathways, framed by the respective legislative, legal and regulatory enabling environments, towards a more formal and sustainable EMS model. It represents an effort to identify the major similarities and differences, as well as potential opportunities for greater coordination or collaboration, that can lead to the development of sound policy recommendations for fostering and expanding post-crash response services in the region.
High-level system information has been collected through questionnaires distributed to National Respondents in each country, for which 25 of 44 countries substantially responded as of April 2019 (collectively hereinafter referred to as SSA countries): Botswana, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo Brazzaville, Gabon, Lesotho, Liberia, Madagascar, Malawi, Mauritania, Niger, Rwanda, Senegal, Sierra Leone, Sudan, Tanzania, Togo, Uganda, Zambia and Zimbabwe. Missing data and discrepancies triggered a detailed review of laws and other regulatory acts, policy and plan.
The Report does not consider the advantages and disadvantages for the EMS models adopted by SSA countries, nor does it take a position on which regulatory approach should be applied, or measure the degree of EMS standards implementation and the success or failure of implementing various EMS policies. The principal aim of this report is to capture the current range of the standards and regulations in key areas of EMS systems across SSA.
The State of Emergency Medical Services in Sub-Saharan Africa is supported by UK Aid through the World Bank’s Global Road Safety Facility.

The World Bank estimates a significant funding gap in road safety of 260 billion to achieve SDG 3.6 and 11.2 in the next ten years, and recognizes that this gap cannot be closed through public funding alone and thus mobilization of private capital is required. The impacts of road traffic crashes reach far into the economy and can cost L/MICs as much as 6% of their GDP. The costs of a road traffic crash do not end at the roadside; they create ripple effects throughout the wider economy. Loss of income, property damage, insurance premiums, loss of taxes, and burdens on the health sector are just some of the far-reaching costs associated with road traffic crashes. Road traffic crashes can cost countries as much as 6 percent of their GDP and trap families in poverty as they lose income generating potential and focus on providing lifetime care.
This report examines the potential for private capital mobilization to close this gap. The report investigates the market failure to appropriately account for the cost of road crashes, which prevents private capital from flowing to road safety investments. The growth of socially responsible investing and the sustainable finance market offers a new opportunity to address this market failure. The report proposes different business models and financing instruments to channel private investment into road safety projects. These investment structures consist of subnational, public-private partnerships (PPPs) and corporate investments that can leverage the growing sustainable finance market, including social and sustainability-linked financings (SLFs).
The report also develops indicators that can be used to tie the cost of financing to the attainment of road safety targets, incentivizing borrowers to commit to road safety as part of SLFs. The report examines the enabling environment for structuring investable road safety projects in a sample of countries, looking at the barriers and opportunities, and proposing risks and mitigation strategies, like blended finance mechanisms and stable revenue sources, for long-term sustainability of road safety investments.

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In many countries around the world, deficiencies in data or data quality impair evidence-based road safety policy making. While many countries collect road safety data, the collection is not necessarily comprehensive. Further, many countries can be unaware of data gaps in their system, which prevents them from soundly analyzing their road safety problems. Therefore, road safety data definitions and collection methods must converge into standard international criteria, thus allowing for comparisons in space - across countries - and in time.
This is the raison d’etre of regional road safety observatories, which have been developed, for example, in Latin America (OISEVI), Africa (ARSO), and Asia-Pacific (APRSO). They present an opportunity for joint regional efforts to improve, in a harmonized way, road safety data collection and analysis. Regional road safety observatories promote the adoption of a common set of road safety indicators based on common definitions and serve as an avenue to assist countries in improving the management of their crash data systems.
This document is designed to support reviewers in the assessment of road safety data collection; the complete range of safety data should be considered. This task can be complicated because collection of road safety data is often not achieved by activities dedicated to this purpose, but rather through piggybacks on other sources. For example, activity reports from police or hospitals are used to provide material for legal or medical purposes. The routines involved frequently have a long history in which gathering reliable and complete statistics has had secondary priority, at best. The various actors involved reflect the complex structure of a country’s judicial and executive system, which, generally, are not coordinated. Consequently, any review of the data collection process requires some “detective work.”