Demystifying the causality links among remittances, energy consumption, carbon emission, financial development and economic growth: evidence from Pakistan

Purpose This paper aims to examine the inter-links among remittances, renewable energy consumption (EC), non-renewable EC, financial development, carbon emissions and economic growth in Pakistan from 1991 to 2022. Design/methodology/approach Johansen cointegration test and the VECM Granger causality test are employed to scrutinize dynamic relationships among variables while fully modified OLS is used to estimate long-run variables. Findings Results confirm a bidirectional causality between non-renewable EC and economic growth. Short-run estimates indicated that labor force, CO2e emissions and non-renewable EC drive growth, while economic growth drives capital formation. Most importantly, remittances and renewable energy positively affect long-run economic growth, underscoring their crucial role in advancing Pakistan's economic growth. Practical implications Findings call for expanding remittances. The Pakistani government should adopt appropriate measures to dedicate these funds to helpful activities with a view to boosting economic growth and people’s well-being. Further renewable energy should be increased to stimulate economic growth. Originality/value Previous studies ignore multidimensional effects of disaggregated EC and remittances on economic growth. Given their inextricable link, this study aims to fill a gap in the literature.

Authors

Institutions

Publication Details

Journal
Management of Environmental Quality An International Journal
Published
2026-05-09
DOI
https://doi.org/10.1108/meq-11-2024-0484
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

Demystifying the causality links among remittances, energy consumption, carbon emission, financial development and economic growth: evidence from Pakistan

Waseem Ahmad Khan, Zia Ur Rahman, Xuan-Hoa Nghiem
Management of Environmental Quality An International Journal
Energy, Environment, Economic Growth
article

Demystifying the causality links among remittances, energy consumption, carbon emission, financial development and economic growth: evidence from Pakistan

Waseem Ahmad Khan, Zia Ur Rahman, Xuan-Hoa Nghiem
article en

Abstract

Purpose This paper aims to examine the inter-links among remittances, renewable energy consumption (EC), non-renewable EC, financial development, carbon emissions and economic growth in Pakistan from 1991 to 2022. Design/methodology/approach Johansen cointegration test and the VECM Granger causality test are employed to scrutinize dynamic relationships among variables while fully modified OLS is used to estimate long-run variables. Findings Results confirm a bidirectional causality between non-renewable EC and economic growth. Short-run estimates indicated that labor force, CO2e emissions and non-renewable EC drive growth, while economic growth drives capital formation. Most importantly, remittances and renewable energy positively affect long-run economic growth, underscoring their crucial role in advancing Pakistan's economic growth. Practical implications Findings call for expanding remittances. The Pakistani government should adopt appropriate measures to dedicate these funds to helpful activities with a view to boosting economic growth and people’s well-being. Further renewable energy should be increased to stimulate economic growth. Originality/value Previous studies ignore multidimensional effects of disaggregated EC and remittances on economic growth. Given their inextricable link, this study aims to fill a gap in the literature.

Management of Environmental Quality An International Journal
Vietnam National University Ho Chi Minh City (VN), National Economics University (VN), Guangdong University of Foreign Studies (CN), Shanghai Jian Qiao University (CN)
Openalex Percentile: Top 3%
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.