Publication: Financial Deepening and Carbon Emissions Intensity: Evidence from a Global Sample of Countries
Loading...
Date
2024-10-16
ISSN
Published
2024-10-16
Author(s)
Editor(s)
Abstract
Financial deepening contributes to economic development, but its effect on the carbon intensity of production is an open empirical question. If banks finance investments in new, greener technologies, they can contribute to lowering carbon dioxide emissions per unit of output. But if they finance investments in more traditional, carbon-intensive technologies, they can contribute to increasing carbon dioxide emissions per unit of output. This paper studies the impact of financial deepening—an increased provision of bank credit as a share of gross domestic product—on carbon dioxide emissions per dollar of gross domestic product in a global sample of 125 economies from 1990 to 2019. Using a local projections approach, the paper finds that, on average, financial deepening leads to a relative increase in carbon dioxide emissions per dollar of gross domestic product, indicating that financial institutions finance relatively more carbon-intensive investments and consumption. However, a better institutional environment mitigates this adverse effect of financial deepening: conditional local projections reveal that in countries with more environmental regulations, a stronger rule of law, and a financial system that is relatively more market- than bank-based, financial deepening does not lead to higher carbon dioxide emissions per dollar of gross domestic product. Specifically, the results show that countries with an initially lower carbon intensity of production can mitigate the average adverse effect of financial deepening on carbon dioxide emissions per dollar of gross domestic product by improving their general institutional environment proxied by adherence to the rule of law, and, to some extent, by developing their financial markets. By contrast, countries with an initially higher carbon intensity of production are better off focusing on environmental regulations to mitigate the unconditional adverse effect of financial deepening on carbon dioxide emissions per dollar of gross domestic product.
Link to Data Set
Citation
“Fisera, Boris; Melecky, Martin; Singer, Dorothe. 2024. Financial Deepening and Carbon Emissions Intensity: Evidence from a Global Sample of Countries. Policy Research Working Paper; 10948. © World Bank. http://hdl.handle.net/10986/42254 License: CC BY 3.0 IGO.”
Associated URLs
Associated content
Other publications in this report series
Publication The Macroeconomic Implications of Climate Change Impacts and Adaptation Options(Washington, DC: World Bank, 2025-05-29)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 From Patriarchy to Policy(Washington, DC: World Bank, 2025-05-29)Legal institutions play an important role in shaping gender equality in economic domains, from inheritance to labor markets. But where do gender equal laws come from? Using cross-country data on social norms and legal equality, this paper investigates the socio-cultural roots of gender inequity in the legal system and its implications for female labor force participation. To identify the impact of social norms, the analysis uses an empirical strategy that exploits pre-modern differences in ancestral patriarchal culture as an instrument for present-day gender norms. The findings show that ancestral patriarchal culture is a strong predictor of contemporary norms, and conservative social norms are associated with more gender inequality in the de jure legal framework, the de facto implementation of laws, and the labor market. The paper presents evidence for a political selection mechanism linking norms to laws: countries with more conservative norms elect political leaders who are more hostile to gender equality, who then pass less progressive legislation. The results highlight the cultural roots and political drivers of legalized gender inequality.Publication Geopolitics and the World Trading System(Washington, DC: World Bank, 2024-12-23)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 Rethinking Fiscal Policies(Washington, DC: World Bank, 2025-05-27)This paper examines the redistributive impact of fiscal policy—specifically taxes and transfers—on poverty and inequality in eight countries in the Middle East and North Africa: the Arab Republic of Egypt, Djibouti, the Islamic Republic of Iran, Iraq, Jordan, Morocco, Tunisia, and the West Bank and Gaza. Utilizing the Commitment to Equity framework, the analysis evaluates how fiscal interventions alter income distribution across these diverse national contexts. The results indicate that direct cash transfers and social assistance programs are generally effective in reducing poverty and shielding vulnerable populations, while in-kind benefits—particularly in education and healthcare—significantly contribute to mitigating income inequality. In contrast, generalized subsidies, especially in the energy sector, are fiscally burdensome and largely regressive, offering limited equity gains. Indirect taxes, although important for revenue generation, often exacerbate income disparities. The study underscores the need for comprehensive fiscal reforms, including the expansion of well-targeted transfers, adoption of progressive taxation, and reallocation of inefficient subsidies toward investments in human capital. Successful initiatives, such as Egypt’s Takaful and Karama and Jordan’s Takaful and bread subsidy compensation programs, illustrate scalable models of effective redistribution. Moreover, the Islamic Republic of Iran’s progressive tax policies highlight viable pathways to equitable revenue mobilization. Strengthening investment in education and health is essential for promoting long-term equity, enhancing upward mobility, and supporting inclusive and sustainable development across the region.Publication Yield Gains from Balancing Fertilizer Use(Washington, DC: World Bank, 2025-05-29)As with most agricultural inputs, the optimal use of fertilizer leverages the production complementarities between different types of nutrients. Wide variation in the intensity of nutrient application rates suggests there are potentially large productivity gains to be had from rebalancing fertilizer use across nutrient types even under a fixed expenditure budget. Using detailed information on a large sample of rice fields across three states in eastern India, this paper investigates whether a more balanced use of fertilizer—measured as the ratio of potash to nitrogen applied to a field—can lead to higher yields and revenues. To address the endogeneity of fertilizer application decisions, the analysis exploits the fact that nitrogen-based fertilizers demanded by Indian farmers are mostly produced domestically in a limited number of manufacturing plants, while all potash-based fertilizers must be imported by ship from abroad. Instrumenting for the ratio of potassium-to-nitrogen fertilizer applied on a field with the relative travel distances between farmers’ villages and both the nearest urea production plant and the nearest international port, the paper estimates the impact of more balanced fertilizer use on yields and revenues. The estimates show that at median levels of fertilizer use, and keeping the level of expenditure on fertilizers constant, rebalancing fertilizer application choices such that the potassium-to-nitrogen ratio of fertilizer is doubled would lead to a 4.8 percent increase in yield.
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication Financial Inclusion and Legal Discrimination Against Women : Evidence from Developing Countries(World Bank, Washington, DC, 2013-04)This paper documents and analyzes gender differences in the use of financial services using individual-level data from 98 developing countries. The data, drawn from the Global Financial Inclusion (Global Findex) database, highlight the existence of significant gender gaps in ownership of accounts and usage of savings and credit products. Even after controlling for a host of individual characteristics including income, education, employment status, rural residency and age, gender remains significantly related to usage of financial services. This study also finds that legal discrimination against women and gender norms may explain some of the cross-country variation in access to finance for women. The analysis finds that in countries where women face legal restrictions in their ability to work, head a household, choose where to live, and receive inheritance, women are less likely to own an account, relative to men, as well as to save and borrow. The results also confirm that manifestations of gender norms, such as the level of violence against women and the incidence of early marriage for women, contribute to explaining the variation in the use of financial services between men and women, after controlling for other individual and country characteristics.Publication Energy Intensive Infrastructure Investments with Retrofits in Continuous Time : Effects of Uncertainty on Energy Use and Carbon Emissions(World Bank, Washington, DC, 2013-04)Energy-intensive infrastructure may tie up fossil energy use and carbon emissions for a long time after investments, making the structure of such investments crucial for society. Much or most of the resulting carbon emissions can often be eliminated later, through a costly retrofit. This paper studies the simultaneous decision to invest in such infrastructure, and retrofit it later, in a model where future climate damages are uncertain and follow a geometric Brownian motion process with positive drift. It shows that greater uncertainty about climate cost (for given unconditional expected costs) then delays the retrofit decision by increasing the option value of waiting to invest. Higher energy intensity is also chosen for the initial infrastructure when uncertainty is greater. These decisions are efficient given that energy and carbon prices facing the decision maker are (globally) correct, but inefficient when they are lower, which is more typical. Greater uncertainty about future climate costs will then further increase lifetime carbon emissions from the infrastructure, related both to initial investments, and to too infrequent retrofits when this emissions level is already too high. An initially excessive climate gas emissions level is then likely to be worsened when volatility increases.Publication How to Keep Momentum Up in Carbon Markets?(World Bank, Washington, DC, 2011-10-31)This note examines how to maximize the benefits from the use of market instruments in support of developing countries' low-emission development priorities. First, it briefly surveys the current state and trends of the carbon market, highlighting the main achievements of carbon finance over its decade-long history. Second, it reviews updated scenarios of the scale of future carbon markets and associated financial flows, in light of developments in climate negotiations and domestic markets. Finally, it identifies the necessary steps to scale up carbon market flows in future, on both the demand and supply sides, including the reform of existing mechanisms, and innovation to broaden the scope, scale and reach of carbon markets. The most important determinant of carbon offset market flows to developing countries is clearly the level of international mitigation targets: the more ambitious the targets the greater the scope for such flows. Developed countries can also encourage flows by increasing supplementary limits, which are the proportion of mitigation targets that can be met by purchases from developing countries. Finally, there remains a considerable need for innovation, awareness-raising and capacity building in public and private institutions in developing countries, to increase their participation in the carbon market and build and enabling environment for low-emission development.Publication Making Cross-Border Banking Work for Africa(Eschborn, Germany: Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) GmbH, 2014)Cross-border banking has been a critical part of Africa's financial history since colonial times. While the period after independence saw a wave of nationalization across the continent, with many of the colonial banks exiting, this trend was reversed in the 1980s with the arrival of financial liberalization. Failing state-owned and private banks were sold mostly to global investors or multinational banks. Increasing international and regional economic integration, including of financial services, and deregulation further increased the number of foreign banks and by the mid-2000s many African banking systems were yet again dominated by foreign banks. This introductory chapter documents trends in cross-border banking in Africa and the increasing shift in the composition of foreign banks in Africa. The next section provides a short overview of financial systems in Africa to set the stage. Section two characterizes the population of cross-border banks operating in Africa today, their expansion across the continent, and their importance in the host countries. Section three explores the reasons for the expansion of cross-border banking on the continent. Section four assesses the different business models banks use to expand across the continent as well as the characteristics of their group structures. Section five concludes.Publication The Nexus of Financial Inclusion and Financial Stability(World Bank, Washington, DC, 2016-06)Policy makers and regulators have devoted much effort to reforms aimed at improving financial stability in response to lessons from the 2007-09 crisis. At the same time, much effort has also been directed to promoting greater financial inclusion as an enabler of equal opportunity. To some extent, these endeavors have been exerted in silos, neglecting the possibility that financial inclusion and financial stability could be significantly intertwined, positively or negatively. If there are synergies or trade-offs between inclusion and stability, policy decisions must be informed, and the policy setting, design, and implementation adjusted accordingly. This paper (i) discusses the relationship between financial inclusion and stability, (ii) illustrates empirically interactions between the two financial sector outcomes, and (iii) outlines policy challenges stemming from these interactions.
Users also downloaded
Showing related downloaded files
Publication The Power of Survey Design : A User's Guide for Managing Surveys, Interpreting Results, and Influencing Respondents(Washington, DC: World Bank, 2006)The vast majority of data used for economic research, analysis, and policy design comes from surveys-surveys of households, firms, schools, hospitals, and market participants, and, the accuracy of the estimate will depend on how well the survey is done. This innovative book is both a 'how-to' go about carrying out high-quality surveys, especially in the challenging environment of developing countries, and a 'user's guide' for anyone who uses statistical data. Reading this book will provide data users with a wealth of insight into what kinds of problems, or biases to look for in different data sources, based on the underlying survey approaches that were used to generate the data. In that sense the book is an invaluable 'skeptics guide to data'. Yet, the broad storyline of the book is something that should be absorbed by statistical data users. The book will teach and show how difficult it often is to obtain reliable estimates of important social and economic facts, and, therefore encourages you to approach all estimates with sensible caution.Publication World Development Report 2019(Washington, DC: World Bank, 2019)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.Publication Ten Steps to a Results-Based Monitoring and Evaluation System : A Handbook for Development Practitioners(Washington, DC: World Bank, 2004)An effective state is essential to achieving socio-economic and sustainable development. With the advent of globalization, there are growing pressures on governments and organizations around the world to be more responsive to the demands of internal and external stakeholders for good governance, accountability and transparency, greater development effectiveness, and delivery of tangible results. Governments, parliaments, citizens, the private sector, Non-governmental Organizations (NGOs), civil society, international organizations, and donors are among the stakeholders interested in better performance. As demands for greater accountability and real results have increased, there is an attendant need for enhanced results-based monitoring and evaluation of policies, programs, and projects. This handbook provides a comprehensive ten-step model that will help guide development practitioners through the process of designing and building a results-based monitoring and evaluation system. These steps begin with a 'readiness assessment' and take the practitioner through the design, management, and importantly, the sustainability of such systems. The handbook describes each step in detail, the tasks needed to complete each one, and the tools available to help along the way.Publication Zimbabwe(World Bank, Washington, DC, 2019-03-01)This report presents an assessment of Zimbabwe’s agriculture sector disaster risk and management capacity. The findings indicate that Zimbabwe is highly exposed to agricultural risks and has limited capacity to manage risk at various levels. The report shows that disaster-related shocks along Zimbabwe’s agricultural supply chains directly translate to volatility in agricultural GDP. Such shocks have a substantial impact on economic growth, food security, and fiscal balance. When catastrophic disasters occur, the economy absorbs the shocks, without benefiting from any instruments that transfer the risk to markets and coping ability. The increasing prevalence of ‘shock recovery-shock’ cycles impairs Zimbabwe’s ability to plan and pursue a sustainable development path. The findings presented here confirm that it is highly pertinent for Zimbabwe to strengthen the capacity to manage risk at various levels, from the smallholder farmer, to other participants along the supply chain, to consumers (who require a reliable, safe food supply), and ultimately to the government to manage natural disasters. The assessment provides the following evidence on sources of risks and plausible risk management solutions. It is our hope that the report contributes to action by the Government of Zimbabwe to adopt a proactive and integrated risk management strategy appropriate to the current structure of the agricultural sector.Publication Supporting Youth at Risk(World Bank, Washington, DC, 2008)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.