Publication:
Does Hotter Temperature Increase Poverty and Inequality?: Global Evidence from Subnational Data Analysis

Loading...
Thumbnail Image
Files in English
English PDF (3.36 MB)
403 downloads
English Text (170.66 KB)
48 downloads
Date
2023-06-24
ISSN
Published
2023-06-24
Author(s)
Trinh, Trong-Anh
Editor(s)
Abstract
Despite a vast literature documenting the harmful effects of climate change on various socio-economic outcomes, little evidence exists on the global impacts of hotter temperature on poverty and inequality. Analysis of a new global panel dataset of subnational poverty in 134 countries finds that a one-degree Celsius increase in temperature leads to a 9.1 percent increase in poverty, using the US$1.90 daily poverty threshold. A similar increase in temperature causes a 0.8 percent increase in the Gini inequality index. The paper also finds negative effects of colder temperature on poverty and inequality. Yet, while poorer countries—particularly those in South Asia and Sub-Saharan Africa—are more affected by climate change, household adaptation could have mitigated some adverse effects in the long run. The findings provide relevant and timely inputs for the global fight against climate change as well as the current policy debate on the responsibilities of richer countries versus poorer countries.
Link to Data Set
Citation
Dang, Hai-Anh H.; Trinh, Trong-Anh. 2023. Does Hotter Temperature Increase Poverty and Inequality?: Global Evidence from Subnational Data Analysis. Policy Research Working Papers; 10466. © World Bank. http://hdl.handle.net/10986/39918 License: CC BY 3.0 IGO.
Associated URLs
Associated content
Report Series
Other publications in this report series
Journal
Journal Volume
Journal Issue

Related items

Showing items related by metadata.

  • Publication
    On the Construction of the World Bank’s Subnational Poverty and Inequality Databases
    (World Bank, Washington, DC, 2023-09-26) Nguyen, Minh Cong; Yang, Judy; Dang, Hai-Anh; Sabatino, Carlos
    In many countries, large differences in poverty persist at the subnational level. In addition, global challenges such as climate change, fragility, economic crises, and food insecurity are often trans-border issues that pose significant risks for poverty reduction both across and within countries. Traditional poverty measures are generally presented at the national level, potentially obscuring local and regional variations of poverty and inequality. To overcome these challenges, this note describes the construction of two databases designed to provide a more granular perspective on poverty. The Subnational Poverty and Inequality Database (SPID) presents direct survey estimates of poverty and inequality from nationally representative household surveys over time. The Global Subnational Atlas of Poverty (GSAP) presents poverty estimates of survey-representative administrative areas projected to a common year. Both databases use the same underlying household survey data used by the World Bank to monitor global poverty.
  • Publication
    Does Global Warming Worsen Poverty and Inequality? An Updated Review
    (Washington, DC: World Bank, 2024-02-08) Trinh, Trong-Anh; Dang, Hai-Anh H.; Hallegatte, Stéphane
    This paper offers an updated and comprehensive review of recent studies on the impact of climate change, particularly global warming, on poverty and inequality, paying special attention to data sources as well as empirical methods. While studies consistently find negative impacts of higher temperature on poverty across different geographical regions, with higher vulnerability especially in poorer Sub-Saharan Africa, there is inconclusive evidence on climate change impacts on inequality. Further analysis of a recently constructed global database at the subnational unit level derived from official national household income and consumption surveys shows that temperature change has larger impacts in the short term and more impacts on chronic poverty than transient poverty. The results are robust to different model specifications and measures of chronic poverty and are more pronounced for poorer countries. The findings offer relevant inputs into current efforts to fight climate change.
  • Publication
    Rapid Economic Growth but Rising Poverty Segregation
    (Washington, DC: World Bank, 2025-02-20) Dang, Hai-Anh H.; Dhongde, Shatakshee; Do, Minh; Nguyen, Cuong Viet; Pimhidzai, Obert
    Viet Nam is widely regarded as a success story for its impressive economic growth and poverty reduction in the last few decades. Yet, recent evidence indicates that the country’s economic growth has not been uniform. Compiling and analyzing new, extensive province-level data from the Vietnam Household Living Standards Surveys spanning 2002 to 2020 and other data sources, this paper finds within-province inequality to be much larger than between-province inequality. Furthermore, this inequality gap has been rising over time. Despite the country’s fast poverty reduction, the poor were increasingly segregated in certain provinces, particularly those with a larger ethnic minority population. The analysis finds a beneficial impact of economic growth on poverty reduction, but this can depend on inequality levels. It also finds that greater inequality has had negative effects on economic growth but varying negative effects on different poverty indicators. The paper provides supportive evidence of the beneficial impact of economic transitions from agriculture to non-agriculture. The results suggest that policy makers in Viet Nam should focus on reducing spatial disparities and income inequality to attain sustainable economic development.
  • Publication
    April 2022 Update to the Poverty and Inequality Platform (PIP)
    (World Bank, Washington, DC, 2022-04) Castaneda Aguilar, R. Andres; Dewina, Reno; Diaz-Bonilla, Carolina; Edochie, Ifeanyi N.; Fujs, Tony H. M. J.; Jolliffe, Dean; Lain, Jonathan; Lakner, Christoph; Ibarra, Gabriel Lara; Mahler, Daniel G.; Meyer, Moritz; Montes, Jose; Moreno Herrera, Laura L.; Mungai, Rose; Newhouse, David; Nguyen, Minh C.; Sanchez Castro, Diana; Schoch, Marta; Sousa, Liliana D.; Tetteh-Baah, Samuel K.; Uochi, Ikuko; Viveros Mendoza, Martha C.; Wu, Haoya; Yonzan, Nishant; Yoshida, Nobu
    The April 2022 update to the newly launched Poverty and Inequality Platform (PIP) involves several changes to the data underlying the global poverty estimates. Some welfare aggregates have been changed for improved harmonization, and the CPI, national accounts, and population input data have been updated. This document explains these changes in detail and the reasoning behind them. Moreover, a large number of new country-years have been added, bringing the total number of surveys to more than 2,000. These include new harmonized surveys for countries in West Africa, new imputed poverty estimates for Nigeria, and recent 2020 household survey data for several countries. Global poverty estimates are now reported up to 2018 and earlier years have been revised.
  • Publication
    Robustness of Shared Prosperity Estimates
    (World Bank, Washington, DC, 2016-03) Wieser, Christina; Atamanov, Aziz; Uematsu, Hiroki; Yoshida, Nobuo; Nguyen, Minh Cong; Wagner De Azevedo, Joao Pedro; Dewina, Reno
    This paper is the first to systematically test the robustness of shared prosperity estimates to different methodological choices using a sample of countries from all regions in the world. The tests that are conducted include grouped versus microdata, nominal welfare aggregate versus adjustment for spatial price variation, and different treatment of income with negative and zero values. The empirical results reveal an only minimal impact of the proposed tests on shared prosperity estimates. Nevertheless, there are important caveats. First, spatial adjustment can change the ranking of households, affecting the distribution of the population in the bottom 40 percent. Second, the negligible impact of spatial deflation holds only if price adjustments are carried out consistently over time. Finally, the treatment of negative and zero income numbers can potentially lead to substantial differences in shared prosperity, depending on the magnitude of negative income and the share of households with negative and zero numbers across years.

Users also downloaded

Showing related downloaded files

  • Publication
    Integrating Gender in Land Projects
    (Washington, DC, 2023-10-08) World Bank
    This Toolkit is aimed at practitioners, bi-lateral and multi-lateral organizations, and community and non-governmental organizations involved in land projects, programs and activities. It draws from secondary research and applies experience to provide a pathway to the successful integration of gender into the design and implementation of land projects, programs and activities to ensure women’s rights to housing, land and property are recognized and protected. The Toolkit provides users with a blueprint for building strategies and good practices to overcome the legal, social, and structural barriers preventing women from exercising their land rights. It aims to ensure significant and meaningful participation of women in land projects in all spaces, rural, peri-urban, and urban. The Toolkit will often refer to women’s land rights (WLR) and this term is broadly addressing women’s rights to housing, land, and real property (HLP). The Toolkit is organized around four broad project stages: (1) scoping, (2) design, (3) implementation, and (4) evaluation; but with an emphasis on scoping and design.
  • Publication
    Women, Business and the Law 2023
    (Washington, DC: World Bank, 2023-03-02) World Bank
    “Women, Business and the Law 2023” is the ninth in a series of annual studies measuring the laws and regulations that affect women’s economic opportunity in 190 economies. The project presents eight indicators structured around women’s interactions with the law as they move through their lives and careers: Mobility, Workplace, Pay, Marriage, Parenthood, Entrepreneurship, Assets, and Pension. The 2023 edition identifies barriers to women’s economic participation and encourages reform of discriminatory laws. This year, the study also includes research, a literature review, and analysis of 53 years of reforms for women’s rights. Examining the economic decisions that women make throughout their working lives as well as tracking regulatory changes from 1970 to today, the study makes an important contribution to research and policy discussions about the state of women’s economic opportunities. By presenting powerful examples of change and highlighting the gaps still remaining, “Women, Business and the Law 2023” is a vital tool in ensuring economic empowerment for all. Data in “Women, Business and the Law 2023” are current as of October 1, 2022.
  • Publication
    The Government Analytics Handbook
    (Washington, DC: World Bank, 2023-09-28) Rogger, Daniel; Schuster, Christian
    The Government Analytics Handbook presents frontier evidence and practitioner insights on how to leverage data to strengthen public administration. Covering a range of microdata sources—such as administrative data and public servant surveys—as well as tools and resources for undertaking the analytics, it transforms the ability of governments to take a data-informed approach to diagnose and improve how public organizations work. Readers can order the book as a single volume in print or digital formats, or visit: worldbank.org/governmentanalytics, for modular access and additional hands-on tools. The Handbook is a must-have for practitioners, policy makers, academics, and government agencies. - “Governments have long been assessed using aggregate governance indicators, giving us little insight into their diversity and how they can practically be improved. This pioneering handbook shows how microdata can be used to give scholars and practitioners granular and real insights into how states work, and practical guidance on the process of state-building.” —Francis Fukuyama, Stanford University, author of State-Building: Governance and World Order in the 21st Century - "The Government Analytics Handbook is the most comprehensive work on practically building government administration I have ever seen, helping practitioners to change public administration for the better.” —Francisco Gaetani, Special Secretary for State Transformation, Government of Brazil - “The machinery of the state is central to a country’s prosperity. This handbook provides insights and methodological tools for creating a better shared understanding of the realities of a state, to support the redesign of institutions, and improve the quality of public administration.” —James Robinson, University of Chicago, coauthor of Why Nations Fail
  • Publication
    Textbook Development in Low Income Countries : A Guide for Policy and Practice
    (World Bank, Washington, DC, 2014) Crabbe, Richard A. B.; Nyingi, Mary; Abadzi, Helen; Crabbe, Richard
    Since 2003, over 220 million books have been distributed in primary schools in global partnership for education (GPE) countries. Despite this, a few years ago, a World Bank study highlighted the fact that there simply aren't enough textbooks for most students in Africa, and what is available is too expensive. The main objective of the this course is to equip anyone in a position to advise, administer, or design a book provision project with the necessary knowledge in order to make the appropriate input and right decisions. The focus throughout is on how to get affordable books to school children when and where needed. It is designed to be a practical resource that covers the key issues encountered in textbook provision, ranging from authorship through national publishing infrastructure to pricing, and distribution. The course is organized in 12 modules under four sections: understanding the textbook industry; book acquisition strategies; distribution strategies; and policy and practice. It provides functional knowledge of the workings of the book industry and its role in supporting learning and education. This will include detailed study of the work that publishers, printers, and distributors do. It also focuses on how the book industry costs books and the methods and trade-offs governments have to make in financing textbooks and supplementary readers.
  • Publication
    Impact of Climate Change in Health in Colombia and Recommendations for Mitigation and Adaptation
    (Washington, DC: World Bank, 2023-10-18) World Bank
    Climate change has been called the most important threat to human health in the 21st century. It is estimated that if thetemperature rises and its impact on the other climatic variablescontinues unchanged, it will kill more than 83 million people (1 percent of the world’s population) in the next 80 years (Wattset al. 2020)—13 times the toll of the COVID-19 pandemic (WorldHealth Organization 2023). Historically, only pandemics or worldwars have posed such threats to human health. As a result,the issue has aroused unprecedented attention. In 2021, the World Health Organization (WHO) declared climate changethe greatest health threat facing humanity (WHO 2021). Now, more than 195 governments have included climate change mitigation and adaptation as pillars in their multi-year plans, and government health sectors have been developing plans tomeasure and respond to the impact of climate change on health. However, recognition of the links between climate change and health remains nascent, so these efforts have not yet been accompanied by strategic and actionable approaches to measure the impacts and ground the responses. This report contributes to addressing that gap by providing a framework for understandingthe impact of climate change on human health in Colombia and by outlining the most effective actions to mitigate the threat.