Publication:
Droughts and Welfare in Afghanistan

Loading...
Thumbnail Image
Files in English
English PDF (3.49 MB)
552 downloads
English Text (94.29 KB)
15 downloads
Published
2023-01
ISSN
Date
2023-01-18
Editor(s)
Abstract
This paper studies the effect of the 2018 drought on household consumption and poverty in Afghanistan, a semi-arid and conflict-affected country. The paper combines geolocated household data with remote-sensing weather data on precipitation, vegetation, and temperature. The findings show that drought-like conditions decreased monthly per capita consumption expenditures and hence increased poverty, with a highly nonlinear relationship between consumption and weather shocks. When forced to cut back, households reduced nonfood consumption to maintain their food consumption; only under severe stress did they reduce food consumption. Households that owned agricultural land were more resilient to the 2018 drought. Based on the historical distribution of weather shocks, estimates of vulnerability to poverty suggest that 62.5 percent of people have a one in four probability of falling into poverty due to weather shocks. Given that climate change will exacerbate the frequency and severity of future droughts, these findings highlight the importance of investments in resilience and shock-responsive social protection to supplement urgent humanitarian assistance.
Link to Data Set
Citation
Kochhar, Nishtha; Knippenberg, Erwin. 2023. Droughts and Welfare in Afghanistan. Policy Research Working Paper; 10272. © World Bank. http://hdl.handle.net/10986/38500 License: CC BY 3.0 IGO.
Associated URLs
Associated content
Report Series
Report Series
Other publications in this report series
  • 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
    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
    The Evolution of Local Participatory Democracy in Nepal
    (Washington, DC: World Bank, 2025-11-05) Bhusal, Thaneshwar; Breen, Michael G; Rao, Vijayendra
    Nepal is, according to its constitution, among the world’s most decentralized countries, with a long and complex tradition of local-level public participation. This paper traces the evolution of Nepal’s modern participatory institutions, examining the extent to which they are “induced” by external interventions versus being “organically” rooted in indigenous practices. The paper identifies three broad phases: an initial focus on participation in project implementation; a subsequent phase that expanded citizen engagement; and a third phase of citizen empowerment, culminating in the 2015 federal constitution, which granted unprecedented local autonomy. The analysis yields five key findings. First, over the past 50 years, successive reforms have progressively expanded opportunities for citizens to influence local decision-making. Second, these reforms have integrated traditional participatory mechanisms into formal institutions of local government. Third, although central-level initiatives exist, most participatory platforms continue to operate at the local level. Fourth, the federal constitution has created a new landscape of local democracy, embedding autonomy and accountability. Fifth, although they are still valued in many ethnic and territorial communities, traditional participatory practices are gradually disappearing. The paper concludes by offering policy recommendations to help donor agencies and governments strengthen Nepal’s democratic trajectory. It argues that effective interventions should build on Nepal’s deep participatory traditions while recognizing the constitutional reality of far-reaching local autonomy.
  • 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
    Closing the Gender Gap in Entrepreneurship: Overcoming Challenges in Law and Practice for Female Entrepreneurs
    (Washington, DC: World Bank, 2026-01-07) Behr, Daniela M.; Xi, Yue
    Despite significant strides toward gender equality, women around the world continue to encounter systemic obstacles that hinder their entrepreneurial success. This paper systematically reviews the literature on the barriers female entrepreneurs face and the solutions proposed to overcome these challenges. It discusses institutional factors, financial factors, human capital factors, and social and cultural factors. The literature overview is complemented by a series of stylized facts that illustrate how overcoming some of these existing barriers is correlated with improved women’s entrepreneurship and female labor force participation, drawing on the World Bank’s Women, Business and the Law database as well as the World Bank’s Enterprise Surveys. The findings underscore the need for creating an enabling environment where women can thrive as entrepreneurs.
Journal
Journal Volume
Journal Issue

Related items

Showing items related by metadata.

  • Publication
    Geospatial Analysis of Displacement in Afghanistan
    (World Bank, Washington, DC, 2023-10-09) Dahmani Scuitti, Anais; Knippenberg, Erwin; Kosmidou-Bradley, Walker; Belanger, Johanna Lee
    Given increasing levels of displacement due to conflict and climate change, it is important to establish robust monitoring systems. This paper explores how remote sensing data, particularly geospatial data, can be leveraged to monitor displacement flows. It draws lessons from northeastern Afghanistan, namely the 2018 drought, which is considered one of the worst in decades. The analysis identifies displacement patterns by combining displacement data from the International Organization for Migration Displacement Tracking Matrix with nighttime lights. The results suggest that the cumulated displacement movements from 2018 to 2020 can be proxied by trends in nighttime light imagery. Settlements with higher net inflows of displaced persons between 2018 and 2020 have comparatively larger nighttime light growth. Allowing for nonlinearity suggests decreasing marginal returns of displacement on nighttime lights, as settlements showing the largest expansion of nighttime lights are those with the lowest displacement inflows. The model uses data on nighttime lights to predict whether a settlement was a net receiver of displacement flows during 2018–20 and correctly classifies 63.2 percent of the settlements as net inflow or net outflow. This study provides a proof of concept to test whether population displacements can be proxied using geospatial data trained on administrative records in a data-scarce environment, where real-time insights can inform humanitarian assistance. This work was done before the political crisis of August 2021.
  • Publication
    Drought in Brazil
    (Boca Raton: CRC Press, 2017) De Nys, Erwin; Engle, Nathan L.; Magalhães, Antônio Rocha; De Nys, Erwin; Engle, Nathan L.; Rocha Magalhães, Antônio; Abicalil, Marcos Thadeu; Andreu, Joaquín; Arias, Diego; Arreguín Cortés, Felipe; de Assis de Souza Filho, Francisco; Bastos, Paulo; Biazeto, Bruno; Cadaval Martins, Julia; Camelo Cid, Daniel Antonio; Farinelli, Barbara; Fernandes Medeiros Braga, Ana Cláudia; Forattini, Gisela Damm; Fuchs, Brian; Frazão Costa Braga, Cybelle; de Freitas de Oliveira, Paula Pedreira; Hayes, Michael; Silva de Aquino, Sandra Helena; López Pérez, Mario; Lotufo Conejo, João Gilberto; Machado, José; Martins, Eduardo Sávio P.R.; Martins de Araujo, Jr., Luiz; Molejón Quintana, Carmen; Moura, Antonio Divino; Oliveira da Silva, Samíria Maria; Redwood, John, III; Silva Dias, Maria Assunção F.; Silva, Robson Franklin Vieira; Svoboda, Mark; Teixeira, Francisco José Coelho; Valdivia, Pablo; Verner, Dorte
    This book is part of an ongoing series published by CRC Press under the title “Drought and Water Crises: Science, Technology, and Management Issues.” Drought in Brazil: Proactive Management and Policy provides an important story of recent efforts in Brazil to move the country away from crisis management to proactive management of droughts in order to demonstrate how development practitioners and government officials might achieve similar paradigm shifts in other countries. The recent advancements in drought management and policy in Brazil, while are in part very technical and scientific in nature, are first told in more of a story-telling format (Chapters 1 through 9) that will appeal to policy makers and development practitioners alike. The more technical details are elaborated upon in the second part of the book (Chapters 10 through 12).
  • Publication
    Voter Response to Natural Disaster Aid : Quasi-Experimental Evidence from Drought Relief Payments in Mexico
    (World Bank, Washington, DC, 2014-04) Fuchs, Alan; Rodriguez-Chamussy, Lourdes
    The paper estimates the effects on presidential election returns in Mexico of a government climatic contingency transfer that is allocated through rainfall-indexed insurance. The analysis uses the discontinuity in payments that slightly deviate from a pre-established threshold, based on rainfall accumulation measured at local weather stations. It turns out that voters reward the incumbent presidential party for delivering drought relief compensation. The paper finds that receiving indemnity payments leads to significantly greater average electoral support for the incumbent party of approximately 7.6 percentage points. The analysis suggests that the incumbent party is rewarded by disaster aid recipients and punished by non-recipients. The paper contributes to the literature on retrospective voting by providing evidence that voters evaluate government actions and respond to disaster spending.
  • Publication
    Jati Inequality in Rural Bihar
    (World Bank, Washington, DC, 2018-07) Joshi, Shareen; Kochhar, Nishtha; Rao, Vijayendra
    Caste is a persistent driver of inequality in India, and it is generally analyzed with government-defined broad categories, such as Scheduled Caste and Scheduled Tribe. In everyday life, however, caste is lived and experienced as jati, which is a local system of stratification. Little is known about economic inequality at the jati level. This paper uses data from poor rural districts in Bihar to explore expenditure inequality at the jati level. Inequality decompositions show much more variation between jatis than between broad caste categories. The analysis finds that even within generally disadvantaged Scheduled Castes and Scheduled Tribes, some jatis are significantly worse off than others. Consistent with previous work, the paper also finds that inequality is largely driven by inequality within jatis. This finding has implications for the implementation of large-scale poverty alleviation programs: the benefits of programs intended for disadvantaged castes are concentrated among specific jatis.
  • Publication
    A Retrospective Impact Evaluation of the Tamil Nadu Empowerment and Poverty Alleviation (Pudhu Vaazhvu) Project
    (Taylor and Francis, 2015-07-01) Khanna, Madhulika; Kochhar, Nishtha; Palaniswamy, Nethra
    Community based livelihood interventions, which focus directly on increasing income and employment, have become an increasingly important component of large-scale poverty reduction programmes. We evaluate the impact of a participatory livelihoods intervention – the Tamil Nadu Empowerment and Poverty Reduction (Pudhu Vaazhvu) Project (PVP) using propensity score matching methods. The paper explores the impact of PVP on its core goals of empowering women and the rural poor, improving their economic welfare, and facilitating public action. We find significant effects of PVP on reducing the incidence of high cost debt and diversifying livelihoods. We also find evidence of women’s empowerment, and increased political participation.

Users also downloaded

Showing related downloaded files

  • Publication
    Commodity Markets Outlook, April 2025
    (Washington, DC: World Bank, 2025-04-29) World Bank
    Commodity prices are set to fall sharply this year, by about 12 percent overall, as weakening global economic growth weighs on demand. In 2026, commodity prices are projected to reach a six-year low. Oil prices are expected to exert substantial downward pressure on the aggregate commodity index in 2025, as a marked slowdown in global oil consumption coincides with expanding supply. The anticipated commodity price softening is broad-based, however, with more than half of the commodities in the forecast set to decrease this year, many by more than 10 percent. The latest shocks to hit commodity markets extend a so far tumultuous decade, marked by the highest level of commodity price volatility in at least half a century. Between 2020 and 2024, commodity price swings were frequent and sharp, with knock-on consequences for economic activity and inflation. In the next two years, commodity prices are expected to put downward pressure on global inflation. Risks to the commodity price projections are tilted to the downside. A sharper-than-expected slowdown in global growth—driven by worsening trade relations or a prolonged tightening of financial conditions—could further depress commodity demand, especially for industrial products. In addition, if OPEC+ fully unwinds its voluntary supply cuts, oil production will far exceed projected consumption. There are also important upside risks to commodity prices—for instance, if geopolitical tensions worsen, threatening oil and gas supplies, or if extreme weather events lead to agricultural and energy price spikes.
  • Publication
    Climate Shocks and Their Effects on Food Security, Prices, and Agricultural Wages in Afghanistan
    (Washington, DC: World Bank, 2024-12-17) Gbadegesin, Tosin; Andrée, Bo Pieter Johannes; Braimoh, Ademola
    This study examines the effects of climate and weather shocks on Afghanistan's agricultural economy, with an emphasis on food security, prices, and wages. By utilizing a dynamical model and a unique data set that includes monthly global and local food prices, agricultural wages, unofficial exchange rates, and local climate data, the research provides econometric estimates of the impacts of droughts and floods. The findings reveal that both flooding and drought significantly increase food insecurity, directly and indirectly. Directly, these climatic shocks are linked to heightened risks of food insecurity in the following months, even when controlling for price and wage fluctuations. Indirectly, droughts and floods drive up food prices and depress agricultural wages, further exacerbating food insecurity. The study suggests that enhancing climate resilience in the agriculture sector could mitigate these risks, stabilize local food prices and wages, and strengthen food security and the broader agricultural economy. The results also show that price data effectively capture food security shocks from various non-economic sources, and can serve as a versatile monitoring tool in situations where detailed data on food security are unavailable.
  • Publication
    World Development Report 2022
    (Washington, DC: World Bank, 2022-02-15) World Bank
    World Development Report 2022: Finance for an Equitable Recovery examines the central role of finance in the economic recovery from COVID-19. Based on an in-depth look at the consequences of the crisis most likely to affect low- and middle-income economies, it advocates a set of policies and measures to mitigate the interconnected economic risks stemming from the pandemic—risks that may become more acute as stimulus measures are withdrawn at both the domestic and global levels. Those policies include the efficient and transparent management of nonperforming loans to mitigate threats to financial stability, insolvency reforms to allow for the orderly reduction of unsustainable debts, innovations in risk management and lending models to ensure continued access to credit for households and businesses, and improvements in sovereign debt management to preserve the ability of governments to support an equitable recovery.
  • Publication
    Impact Evaluation in Practice, Second Edition
    (Washington, DC: Inter-American Development Bank and World Bank, 2016-09-13) Gertler, Paul J.; Martinez, Sebastian; Premand, Patrick; Rawlings, Laura B.; Vermeersch, Christel M. J.
    The second edition of the Impact Evaluation in Practice handbook is a comprehensive and accessible introduction to impact evaluation for policy makers and development practitioners. First published in 2011, it has been used widely across the development and academic communities. The book incorporates real-world examples to present practical guidelines for designing and implementing impact evaluations. Readers will gain an understanding of impact evaluations and the best ways to use them to design evidence-based policies and programs. The updated version covers the newest techniques for evaluating programs and includes state-of-the-art implementation advice, as well as an expanded set of examples and case studies that draw on recent development challenges. It also includes new material on research ethics and partnerships to conduct impact evaluation. The handbook is divided into four sections: Part One discusses what to evaluate and why; Part Two presents the main impact evaluation methods; Part Three addresses how to manage impact evaluations; Part Four reviews impact evaluation sampling and data collection. Case studies illustrate different applications of impact evaluations. The book links to complementary instructional material available online, including an applied case as well as questions and answers. The updated second edition will be a valuable resource for the international development community, universities, and policy makers looking to build better evidence around what works in development.
  • Publication
    Simulating Welfare Impacts of Changes in the Monthly Social Allowance Scheme and Heating Allowances in Bulgaria
    (Washington, DC: World Bank, 2024-06-26) Robayo-Abril, Monica; Cabrera, Maynor
    Bulgaria still ranks among the EU countries with the highest levels of poverty and inequality. Before 2023, Bulgaria's Social Assistance / Monthly Social Allowance scheme had limited coverage, strict eligibility criteria, and limited impact on poverty reduction. Additionally, it was not adjusted or linked to inflation. The Bulgarian government introduced a reform in 2022 aimed to increase the scope and access of individuals to social support by increasing the basis for determining the differentiated minimum income threshold (now 30 percent of the relative poverty line) and the parameters linked with age, health condition, and social status, affecting the social programs anchored to it, such as the Monthly Social Allowance and the heating allowance. This paper assesses this reform's potential ex-ante poverty and distributional impacts, relying on a comprehensive tax/benefit system assessment called the Commitment to Equity and microsimulation techniques. The changes in the legal basis for determining access to social assistance introduced with the reform are expected to create some relief from the indexation of the benefits over time. They will now be tied to the evolution of the relative poverty line and, therefore, linked to the evolution of median income. The results of the policy simulations show that the combined effect of the changes in the Monthly Social Allowance and the heating allowance contributes to a slight reduction in the poverty gap but not enough to move a sizable share of people out of poverty, as shown by the negligible impact on the at-risk-of-poverty rate. Inequality is barely affected. Compared with a Bulgarian food basket, the results show that eligibility thresholds are still restrictive. These results suggest further scope for improvement in the design of these programs, including anchoring them to an absolute poverty line or basic consumption basket.