The role of financial development on carbon emissions in Sub-Saharan African countries in a nonlinear framework

Financial market development on carbon emission has generated inconclusive findings, and one of the reasons could be the nonlinear relationship between them. Using the System Generalized Method of Moments approach, this paper examines the influence of financial development on carbon emissions in 29 Sub-Saharan African countries between 1994 and 2018. Results indicate that initial financial development increases carbon emissions while further advancement reduces them, supporting the Kuznets curve hypothesis of an inverted U-shaped relation between growth and environmental degradation. The preferred model identifies a financial-development threshold of approximately 0.973 in log terms (about 2.65 in level terms), after which the marginal effect of financial development on carbon emissions becomes negative, although the affluence results remain unstable across specifications. The control variables, such as population growth and energy consumption, exhibit positive and significant effects on carbon emissions, while the affluence shows inconsistent effects. The findings suggest that Sub-Saharan African countries should link financial deepening with concrete green-finance measures, including green credit guidelines for banks, concessional loans for renewable-energy projects, reduced import duties on solar and energy-efficient technologies, and environmental risk screening in credit approval. These actions can help prevent early-stage financial development from financing carbon-intensive activities while strengthening the emission-reducing role of advanced financial systems.

Authors

Institutions

Publication Details

Journal
Discover Sustainability
Published
2026-07-25
DOI
https://doi.org/10.1007/s43621-026-04156-y
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The role of financial development on carbon emissions in Sub-Saharan African countries in a nonlinear framework

Law Chee Hong, Abdinur Ali Mohamed
Discover Sustainability
Energy, Environment, Economic Growth
article

The role of financial development on carbon emissions in Sub-Saharan African countries in a nonlinear framework

Law Chee Hong, Abdinur Ali Mohamed
article en

Abstract

Financial market development on carbon emission has generated inconclusive findings, and one of the reasons could be the nonlinear relationship between them. Using the System Generalized Method of Moments approach, this paper examines the influence of financial development on carbon emissions in 29 Sub-Saharan African countries between 1994 and 2018. Results indicate that initial financial development increases carbon emissions while further advancement reduces them, supporting the Kuznets curve hypothesis of an inverted U-shaped relation between growth and environmental degradation. The preferred model identifies a financial-development threshold of approximately 0.973 in log terms (about 2.65 in level terms), after which the marginal effect of financial development on carbon emissions becomes negative, although the affluence results remain unstable across specifications. The control variables, such as population growth and energy consumption, exhibit positive and significant effects on carbon emissions, while the affluence shows inconsistent effects. The findings suggest that Sub-Saharan African countries should link financial deepening with concrete green-finance measures, including green credit guidelines for banks, concessional loans for renewable-energy projects, reduced import duties on solar and energy-efficient technologies, and environmental risk screening in credit approval. These actions can help prevent early-stage financial development from financing carbon-intensive activities while strengthening the emission-reducing role of advanced financial systems.

Discover Sustainability
Universiti Sains Malaysia (MY), SIMAD University (SO)
Affordable and clean energy
Openalex Percentile: Top 4%
Energy, Environment, Economic Growth
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

The role of financial development on carbon emissions in Sub-Saharan African countries in a nonlinear framework — Law Chee Hong, Abdinur Ali Mohamed · Discover Sustainability (2026) | TGRS Research Map | TGRS