Publication:
The Impact of Climate Change on Work: Lessons for Developing Countries

Loading...
Thumbnail Image
Files in English
English PDF (844.9 KB)
1,062 downloads
English Text (141.79 KB)
19 downloads
Date
2024-01-24
ISSN
Published
2024-01-24
Editor(s)
Abstract
What is the impact of climate change on labor Reviewing the evidence, this paper finds five areas of potential impact. Climate change may have an immediate effect on labor demand, labor supply and time allocation, on-the-job productivity, and income and vulnerability among the self-employed. In the medium term, climate change may lead to a reallocation of labor across economic activities and across space. Impact estimates typically rely on fixed effect estimation. These estimates require care when interpreted as they typically reflect the short-term direct impact of past events and abstract from potential adaptation. The paper discusses emerging work trying to address this, analyzing the responses by firms, farms, households, and workers. Together, the existing evidence points toward six potential areas of government response. Potential labor policies include green jobs, green skills, labor-oriented adaptation, flexible work regulation, labor market integration, and social protection. The paper concludes by setting out avenues for future research in this field.
Link to Data Set
Citation
Feriga, Moustafa; Lozano Gracia, Nancy; Serneels, Pieter. 2024. The Impact of Climate Change on Work: Lessons for Developing Countries. Policy Research Working Paper; 10682. © World Bank. http://hdl.handle.net/10986/40978 License: CC BY 3.0 IGO.
Associated URLs
Associated content
Report Series
Report Series
Other publications in this report series
  • Publication
    Geopolitics and the World Trading System
    (Washington, DC: World Bank, 2024-12-23) Mattoo, Aaditya; Ruta, Michele; Staiger, Robert W.
    Until the beginning of this century, the GATT/WTO system worked. Economic research provided a compelling explanation. It showed that if governments maximize the well-being of their own countries broadly defined, GATT/WTO principles would facilitate mutually beneficial cooperation over their trade policy choices. Now heightened geopolitical rivalry seems to have undermined the WTO. A simple transposition of the previous rationalization suggests that geopolitics and trade cooperation are not compatible. The paper shows that this is only true if rivalry eclipses any consideration of own-country well-being. In all other circumstances, there are gains from trade cooperation even with geopolitics. Furthermore, the WTO’s relevance is in question only if it adheres too rigidly to its existing rules and norms. Through measured adaptation to the geopolitical imperative, the WTO can continue to thrive as a forum for multilateral trade cooperation in the age of geopolitics.
  • Publication
    Innovative Financial Instruments and Their Role in the Development of Jurisdictional REDD+
    (Washington, DC: World Bank, 2025-05-08) Golub, Alexander; Hanusch, Marek; Bardal, Diogo; Keith, Bruce Ian; Simon, Daniel Navia; Fleischhaker, Cornelius
    Achieving global net zero carbon emissions requires stopping deforestation and making full use of tropical forests as carbon sinks. Market instruments for the sale and purchase of emission outcomes coming from Reducing Emissions from Deforestation and Forest Degradation framework programs could play a very significant role in achieving this goal. The development of these markets has been insufficient so far: their scale as of today is much lower than what would be required to generate meaningful resources for the countries that host tropical forests, and the quality of existing instruments is generally insufficient to allow a scaling up in demand. However, efforts to improve the transparency and integrity of these instruments are accelerating, particularly around jurisdictional Reducing Emissions from Deforestation and Forest Degradation framework programs. In parallel with these efforts, innovations in financial instruments suited for the framework’s carbon markets are also taking place, but their scale is limited so far. This paper looks beyond the current state of the framework’s carbon markets to consider a set of innovative financial instruments that would allow completing the infrastructure of emissions trading, enhancing its utility for both issuers and buyers of carbon credits in the framework’s jurisdictional programs. The paper shows how a combination of forest carbon bonds, where countries sell forward (or commit) their emission reduction outcomes, as well as call and put options can be used to de-risk and encourage early investment in jurisdictional Reducing Emissions from Deforestation and Forest Degradation framework programs. To quantify the value of these innovations, the paper evaluates the potential scale of these instruments for the case of Brazil. The estimates suggest that the amounts that could be mobilized would represent a critical contribution to effective forest conservation. The proposed instruments and methods can be used by other tropical nations that are prepared to implement a large-scale jurisdictional program. Although the paper acknowledges that the current state of carbon markets would still not allow their deployment in the short term, the conclusion is that these instruments have significant potential, and their future development could be an important contribution to the establishment of successful markets for the conservation of tropical forests.
  • Publication
    Disentangling the Key Economic Channels through Which Infrastructure Affects Jobs
    (Washington, DC: World Bank, 2025-04-03) Vagliasindi, Maria; Gorgulu, Nisan
    This paper takes stock of the literature on infrastructure and jobs published since the early 2000s, using a conceptual framework to identify the key channels through which different types of infrastructure impact jobs. Where relevant, it highlights the different approaches and findings in the cases of energy, digital, and transport infrastructure. Overall, the literature review provides strong evidence of infrastructure’s positive impact on employment, particularly for women. In the case of electricity, this impact arises from freeing time that would otherwise be spent on household tasks. Similarly, digital infrastructure, particularly mobile phone coverage, has demonstrated positive labor market effects, often driven by private sector investments rather than large public expenditures, which are typically required for other large-scale infrastructure projects. The evidence on structural transformation is also positive, with some notable exceptions, such as studies that find no significant impact on structural transformation in rural India in the cases of electricity and roads. Even with better market connections, remote areas may continue to lack economic opportunities, due to the absence of agglomeration economies and complementary inputs such as human capital. Accordingly, reducing transport costs alone may not be sufficient to drive economic transformation in rural areas. The spatial dimension of transformation is particularly relevant for transport, both internationally—by enhancing trade integration—and within countries, where economic development tends to drive firms and jobs toward urban centers, benefitting from economies scale and network effects. Turning to organizational transformation, evidence on skill bias in developing countries is more mixed than in developed countries and may vary considerably by context. Further research, especially on the possible reasons explaining the differences between developed and developing economies, is needed.
  • Publication
    Economic Consequences of Trade and Global Value Chain Integration
    (World Bank, Washington, DC, 2025-04-04) Borin, Alessandro; Mancini, Michele; Taglioni, Daria
    This paper introduces a new approach to measuring Global Value Chains (GVC), crucial for informed policy-making. It features a tripartite classification (backward, forward, and two-sided) covering trade and production data. The findings indicate that traditional trade-based GVC metrics significantly underestimate global GVC activity, especially in sectors like services and upstream manufacturing, and overstate risks in early trade liberalization stages. Additionally, conventional backward-forward classifications over-estimate backward linkages. The paper further applies these measures empirically to assess how GVC participation mediates the impact of demand shocks on domestic output, highlighting both the exposure and stabilizing potential of GVC integration. These new measures are comprehensively available on the World Bank’s WITS Platform, providing a key resource for GVC analysis.
  • Publication
    Labor Market Scarring in a Developing Economy
    (Washington, DC: World Bank, 2025-05-08) Arias, Francisco J.; Lederman, Daniel
    This paper estimates the magnitude of labor market scarring in a developing economy, a setting that has been understudied by the labor scarring literature dominated by advanced economies. The paper assesses the contributions of “stigma” versus “lost human capital,” which cause earnings losses among displaced workers relative to non-displaced workers. The findings indicate that job separations caused by plant closings result in sizable and long-lasting reductions in earnings, with an average decline of 7.5 percent in hourly wages over a nine-year period. The estimate for one year after a plant closing is larger, at a decline of 10.8 percent. In a common sample, after controlling for unobserved, time-invariant individual characteristics, the impact of a plant closing declines from 11.9 to 8.2 percent. These results imply that stigma in the labor market due to imperfect information about workers (captured by unobservable worker characteristics) accounts for 30.8 percent of the average earnings losses, whereas lost employer-specific human capital explains the remaining 69.2 percent. The paper explores the effects of job separations due to plant closings on other labor market outcomes, including hours worked and informality, and provides estimates across genders and levels of education.
Journal
Journal Volume
Journal Issue

Related items

Showing items related by metadata.

  • Publication
    The Impact of Climate Change on Work: Lessons for Developing Countries
    (Published by Oxford University Press on behalf of the World Bank, 2025-01-24) Feriga, Moustafa; Lozano Gracia, Nancy; Serneels, Pieter
    We identify five areas where climate change may impact work and draw lessons for developing countries by reviewing the evidence. Firstly, demand for labor is unevenly affected, with agriculture, heat-exposed manufacturing, and the brown energy sector experiencing downturns, while other sectors may see a rise, resulting in an uncertain overall impact. Secondly, climate change impacts labor supply through absenteeism, shirking, and altering work-time patterns, depending on the activity and sector. Thirdly, productivity may decline, especially in heat-exposed industries, primarily due to health reasons. Fourthly, heightened earnings variability likely increases vulnerability among the self-employed. Fifthly, climate change can influence labor allocation and catalyze sectoral reallocation. Higher temperatures are also linked to increased migration. But caution is needed in interpreting these findings, as studies across these topics predominantly use fixed effect estimation and concentrate on short-term impacts, neglecting adaptation. Emerging research on adaptation indicates that workplace cooling is unappealing for firms with narrow profit margins, while coping strategies of farms and households have unclear optimality due to adoption barriers. Government responses remain understudied, with six potential areas identified: green jobs, green skills, labor-oriented adaptation, flexible work regulation, labor market integration, and social protection. We conclude by outlining future research directions.
  • Publication
    The Impacts of Climate Change on Poverty in 2030 and the Potential from Rapid, Inclusive, and Climate-Informed Development
    (World Bank, Washington, DC, 2015-11) Rozenberg, Julie; Hallegatte, Stephane
    The impacts of climate change on poverty depend on the magnitude of climate change, but also on demographic and socioeconomic trends. An analysis of hundreds of baseline scenarios for future economic development in the absence of climate change in 92 countries shows that the drivers of poverty eradication differ across countries. Two representative scenarios are selected from these hundreds. One scenario is optimistic regarding poverty and is labeled “prosperity;” the other scenario is pessimistic and labeled “poverty.” Results from sector analyses of climate change impacts—in agriculture, health, and natural disasters—are introduced in the two scenarios. By 2030, climate change is found to have a significant impact on poverty, especially through higher food prices and reduction of agricultural production in Africa and South Asia, and through health in all regions. But the magnitude of these impacts depends on development choices. In the prosperity scenario with rapid, inclusive, and climate-informed development, climate change increases poverty by between 3 million and 16 million in 2030. The increase in poverty reaches between 35 million and 122 million if development is delayed and less inclusive (the poverty scenario).
  • Publication
    Putting the Green Back in Greenbacks
    (World Bank, Washington, DC, 2021-07) Taheripour, Farzad; Chepeliev, Maksym; Damania, Richard; Farole, Thomas; Lozano Gracia, Nancy; Russ, Jason Daniel
    Can countries reorient their productive capacity to become more environmentally friendly and inclusive? To investigate this question, this paper uses a standard input-output modeling framework and data from 141 countries and regions to construct a new global data set of employment, value-added, greenhouse gas emissions (disaggregated into carbon dioxide and non-carbon dioxide elements), and air pollution (including nine categories of air pollutants such as fine particulate matter multipliers from supply-side investments. The analysis finds that many of the traditional sectors in agriculture and industry have large employment multipliers, but also generate male dominant, lower skill employment, and tend to have higher emissions multipliers. It is in economies dominated by these sectors that trade-offs to a “greener” transition will emerge most sharply. However, the analysis finds substantial heterogeneity in outcomes, so even in these economies, there exist other sectors with high employment multipliers and low emissions, including sectors that are more conducive to female employment. In addition, the analysis finds a high correlation between industries that generate greenhouse gas emissions, which cause long-term climate impacts, and those that generate air pollution, which have immediate harmful impacts on human health, suggesting that policies could be designed to confer longer climate benefits simultaneously with immediate health improvements. The results confirm some of the findings from recent research and shed new light on opportunities for greening economies.
  • Publication
    Does Employment Generation Really Matter for Poverty Reduction?
    (World Bank, Washington, DC, 2007-12) Gutierrez, Catalina; Orecchia, Carlo; Paci, Pierella; Serneels, Pieter
    This paper analyzes how the employment/productivity profile of growth and its sectoral pattern are correlated with poverty reduction. The authors use a sample of 104 short-run growth spells in developing countries, between 1980 and 2001. They also identify some conditions of the labor market and the economic environment that are associated with employment-intensive growth or specific sectoral growth. The results show that, in the short run, although the aggregate employment-rate intensity of growth does not matter for poverty reduction any more than the aggregate productivity intensity of growth, the sectoral pattern of employment growth and productivity growth is important. Employment-intensive growth in the secondary sector is associated with decreases in poverty, while employment-intensive growth in agriculture is correlated with poverty increases. Similarly, productivity-intensive growth in agriculture is associated with decreases in poverty. Although the study does not address causality, coincidence of these phenomena in this large sample of heterogeneous countries and periods suggests that, in the short run, the sectoral productivity and employment pattern of growth may have important implications for poverty alleviation. Therefore, policies for reducing poverty should not overlook the sectoral productivity and employment implications of different growth policies.
  • Publication
    Employment and Shared Growth : Rethinking the Role of Labor Mobility for Development
    (Washington, DC: World Bank, 2007) Serneels, Pieter; Paci, Pierella
    This edited volume brings together the papers presented at the conference, "Rethinking the Role of Jobs for Shared Growth," held in Washington, DC, in June 2006. The common theme is that of mobility in the labor market. As growth is related to sectoral shifts in economic activity, the mobility of labor plays a crucial role in ensuring sustainable growth whose benefits are shared amongst all individuals. The papers in this volume focus on selected priority issues at the frontier of research in the microeconomics of labor markets in developing countries, multi-segmented labor markets, the role of informal employment and self-employment, the effect of worker mobility on income, and the impact of firm dynamics on growth and employment. These are important parts of the puzzle and contribute to a better understanding of the role of employment in the economic development of low-income countries.

Users also downloaded

Showing related downloaded files

  • Publication
    State and Trends of Carbon Pricing 2024
    (Washington, DC: World Bank, 2024-05-21) World Bank
    This report provides an up-to-date overview of existing and emerging carbon pricing instruments around the world, including international, national, and subnational initiatives. It also investigates trends surrounding the development and implementation of carbon pricing instruments and some of the drivers seen over the past year. Specifically, this report covers carbon taxes, emissions trading systems (ETSs), and crediting mechanisms. Key topics covered in the 2024 report include uptake of ETSs and carbon taxes in low- and middle- income economies, sectoral coverage of ETSs and carbon taxes, and the use of crediting mechanisms as part of the policy mix.
  • Publication
    Supporting Youth at Risk
    (World Bank, Washington, DC, 2008) Cohan, Lorena M.; Cunningham, Wendy; Naudeau, Sophie; McGinnis, Linda
    The World Bank has produced this policy Toolkit in response to a growing demand from our government clients and partners for advice on how to create and implement effective policies for at-risk youth. The author has highlighted 22 policies (six core policies, nine promising policies, and seven general policies) that have been effective in addressing the following five key risk areas for young people around the world: (i) youth unemployment, underemployment, and lack of formal sector employment; (ii) early school leaving; (iii) risky sexual behavior leading to early childbearing and HIV/AIDS; (iv) crime and violence; and (v) substance abuse. The objective of this Toolkit is to serve as a practical guide for policy makers in middle-income countries as well as professionals working within the area of youth development on how to develop and implement an effective policy portfolio to foster healthy and positive youth development.
  • Publication
    Global Economic Prospects, June 2023
    (Washington, DC: World Bank, 2023-06-06) World Bank
    Global growth is projected to slow significantly in the second half of this year, with weakness continuing in 2024. Inflation pressures persist, and tight monetary policy is expected to weigh substantially on activity. The possibility of more widespread bank turmoil and tighter monetary policy could result in even weaker global growth. Rising borrowing costs in advanced economies could lead to financial dislocations in the more vulnerable emerging market and developing economies (EMDEs). In low-income countries, in particular, fiscal positions are increasingly precarious. Comprehensive policy action is needed at the global and national levels to foster macroeconomic and financial stability. Among many EMDEs, and especially in low-income countries, bolstering fiscal sustainability will require generating higher revenues, making spending more efficient, and improving debt management practices. Continued international cooperation is also necessary to tackle climate change, support populations affected by crises and hunger, and provide debt relief where needed. In the longer term, reversing a projected decline in EMDE potential growth will require reforms to bolster physical and human capital and labor-supply growth.
  • Publication
    Issues and Options for Improving Engagement between the World Bank and Civil Society Organizations
    (Washington, DC, 2005-03-01) World Bank
    The purpose of this paper is to assess the World Bank's recent relations with civil society organizations (CSOs), that is, nongovernmental organizations and not-for-profit organizations, and to propose options for promoting more effective civic engagement in Bank-supported activities and managing associated risks in the future. The analysis in this paper points to four main issues and challenges for the Bank as it seeks to achieve more constructive and effective engagement with CSOs in the future: 1) Promoting best practices for civic engagement; 2) Closing the gap between expectations, policy and practice; 3) Adapting to changes in global and national civil society; and 4) Achieving greater Bank-wide coherence and accountability. To attain these objectives, the report proposes ten priority actions: Establishing new global mechanisms for Bank-CSO engagement to help promote mutual understanding and cooperation; establish a Bank-wide advisory service/focal point for consultations and feedback; piloting a new Bank-wide monitoring and evaluation system for civic engagement; Conduct a review of Bank funds available for civil society engagement in operations and policy dialogue, and explore possible realignment or restructuring. reviewing the Bank's procurement framework; instituting an integrated learning program for Bank staff and member governments as well as capacity-building for CSOs on how to work effectively with the Bank and its member governments; holding regular meetings of senior management and periodically with the Board to review Bank/civil society relations; developing and issuing new guidelines for Bank staff on the institution's approach, best practices, and a framework for engagement with CSOs; emphasizing the importance of civil society engagement in preparing Country Assistance Strategies (CAS) as well as in CAS monitoring and evaluation; and developing tools for analytical mapping of civil society.
  • Publication
    World Development Report 2019
    (Washington, DC: World Bank, 2019) World Bank
    Work is constantly reshaped by technological progress. New ways of production are adopted, markets expand, and societies evolve. But some changes provoke more attention than others, in part due to the vast uncertainty involved in making predictions about the future. The 2019 World Development Report will study how the nature of work is changing as a result of advances in technology today. Technological progress disrupts existing systems. A new social contract is needed to smooth the transition and guard against rising inequality. Significant investments in human capital throughout a person’s lifecycle are vital to this effort. If workers are to stay competitive against machines they need to train or retool existing skills. A social protection system that includes a minimum basic level of protection for workers and citizens can complement new forms of employment. Improved private sector policies to encourage startup activity and competition can help countries compete in the digital age. Governments also need to ensure that firms pay their fair share of taxes, in part to fund this new social contract. The 2019 World Development Report presents an analysis of these issues based upon the available evidence.