Climate Change, Finance, and Uncertainty Effects on Sustainable Development: The Role of <scp>ESG</scp> Indicators in South Asia

ABSTRACT This paper examines the impact of climate change, climate finance and climate uncertainty on sustainable development while considering the moderating role of ESG factors. Using data ranging between 2000 and 2023 for South Asian countries facing global warming challenges, this study employs multiple diagnostic tests leading to the application of PMG‐ARDL short‐ and long‐term models. Additionally, ESG indicators are measured using constructed indices through PCA analysis based on unsupervised machine learning approach. The finding reveals that climate change and climate uncertainty negatively affect sustainable development, showing that environmental degradation and climate unpredictability undermine long‐term development. Despite having climate funds to cope with the challenges posed by climatic changes, South Asian countries fail to achieve sustainable development targets due to bad governance. Policy makers can streamline the use of climate finance for attainment of SDGs targets. New structural reforms in terms of utilizing climate finance and implementing ESG frameworks are indispensable to deal with climatic changes and uncertainties. This work is a progressive study, which uniquely examines climatic changes and climate finance effect on sustainable development of South Asian countries. It also distinctively analyzes the role of ESG indicators between the climate‐sustainability nexus. Methodologically, it is novel in construction of ESG indices for sample countries.

Authors

Institutions

Publication Details

Journal
Sustainable Development
Published
2026-08-14
DOI
https://doi.org/10.1002/sd.71553
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

Climate Change, Finance, and Uncertainty Effects on Sustainable Development: The Role of ESG Indicators in South Asia

Rehan Aftab, Mansoor Mushtaq, Hassan Raza, Beenish Kayani et al.
Sustainable Development
Energy, Environment, Economic Growth
article

Climate Change, Finance, and Uncertainty Effects on Sustainable Development: The Role of ESG Indicators in South Asia

Rehan Aftab, Mansoor Mushtaq, Hassan Raza, Beenish Kayani, Omer Khan
article en

Abstract

ABSTRACT This paper examines the impact of climate change, climate finance and climate uncertainty on sustainable development while considering the moderating role of ESG factors. Using data ranging between 2000 and 2023 for South Asian countries facing global warming challenges, this study employs multiple diagnostic tests leading to the application of PMG‐ARDL short‐ and long‐term models. Additionally, ESG indicators are measured using constructed indices through PCA analysis based on unsupervised machine learning approach. The finding reveals that climate change and climate uncertainty negatively affect sustainable development, showing that environmental degradation and climate unpredictability undermine long‐term development. Despite having climate funds to cope with the challenges posed by climatic changes, South Asian countries fail to achieve sustainable development targets due to bad governance. Policy makers can streamline the use of climate finance for attainment of SDGs targets. New structural reforms in terms of utilizing climate finance and implementing ESG frameworks are indispensable to deal with climatic changes and uncertainties. This work is a progressive study, which uniquely examines climatic changes and climate finance effect on sustainable development of South Asian countries. It also distinctively analyzes the role of ESG indicators between the climate‐sustainability nexus. Methodologically, it is novel in construction of ESG indices for sample countries.

Sustainable Development
National University of Computer and Emerging Sciences (PK), Shaheed Zulfiqar Ali Bhutto Institute of Science and Technology (PK)
Openalex Percentile: Top 5%
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.

Climate Change, Finance, and Uncertainty Effects on Sustainable Development: The Role of <scp>ESG</scp> Indicators in South Asia — Rehan Aftab, Mansoor Mushtaq, et al. · Sustainable Development (2026) | TGRS Research Map | TGRS