Testing Environmental Kuznets Curve (EKC) Hypothesis in ASEAN Countries: Evidence based on STIRPAT Framework with Cross-Sectional Dependency

To date, many studies have been conducted to discover the factors influencing the decline in environmental quality. Like other countries, ASEAN countries also experience pollution issues in pursuing economic progress. The STIRPAT model is a framework often used to investigate the relationship betwee...

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Published in:Journal of Advanced Research in Applied Sciences and Engineering Technology
Main Author: Nordin S.K.S.; Hamzah K.; Khashi’ie N.S.; Zainal N.A.; Halim B.A.
Format: Article
Language:English
Published: Semarak Ilmu Publishing 2025
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85196825131&doi=10.37934%2faraset.46.2.227238&partnerID=40&md5=34a66a13cec486c499555f7fff632789
id 2-s2.0-85196825131
spelling 2-s2.0-85196825131
Nordin S.K.S.; Hamzah K.; Khashi’ie N.S.; Zainal N.A.; Halim B.A.
Testing Environmental Kuznets Curve (EKC) Hypothesis in ASEAN Countries: Evidence based on STIRPAT Framework with Cross-Sectional Dependency
2025
Journal of Advanced Research in Applied Sciences and Engineering Technology
46
2
10.37934/araset.46.2.227238
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85196825131&doi=10.37934%2faraset.46.2.227238&partnerID=40&md5=34a66a13cec486c499555f7fff632789
To date, many studies have been conducted to discover the factors influencing the decline in environmental quality. Like other countries, ASEAN countries also experience pollution issues in pursuing economic progress. The STIRPAT model is a framework often used to investigate the relationship between the related variables. Thus, this study uses data on CO2 emissions, gross domestic products, trade openness, renewable energy and urbanization for seven selected ASEAN countries from 1995-2019. The aims of this study are to identify the factors that affect pollution among ASEAN countries, to model the long-term relationship between pollution and its related factors by considering interdependence among ASEAN countries and to investigate if EKC exists among the countries. The findings confirm that there is a cross-section dependency for ASEAN countries. The Westerlund cointegration test shows that the variables are cointegrated in the long run. Heterogeneous models that consider the effect of dependence between countries are used for estimation. The common correlated effects mean group (CCEMG) is seen as the best estimator compared to the augmented mean group (AMG) and mean group (MG) by having the smallest RMSE value. The estimated coefficient proves that there is a positive dependence on CO2. Interestingly, this study also proves that the Environmental Kuznets curve (EKC) exists among ASEAN countries. It suggests that economic growth can initially exacerbate environmental problems, but it also implies that as countries continue to develop economically, they may have the resources and incentives to implement environmental policies and regulations that can mitigate ecological degradation. Overall, it can be concluded that there is a dependency or similar behaviour between ASEAN countries on the issue of environmental quality. Therefore, to achieve ecological sustainability, cooperation from neighbouring countries is necessary. © 2025, Semarak Ilmu Publishing. All rights reserved.
Semarak Ilmu Publishing
24621943
English
Article

author Nordin S.K.S.; Hamzah K.; Khashi’ie N.S.; Zainal N.A.; Halim B.A.
spellingShingle Nordin S.K.S.; Hamzah K.; Khashi’ie N.S.; Zainal N.A.; Halim B.A.
Testing Environmental Kuznets Curve (EKC) Hypothesis in ASEAN Countries: Evidence based on STIRPAT Framework with Cross-Sectional Dependency
author_facet Nordin S.K.S.; Hamzah K.; Khashi’ie N.S.; Zainal N.A.; Halim B.A.
author_sort Nordin S.K.S.; Hamzah K.; Khashi’ie N.S.; Zainal N.A.; Halim B.A.
title Testing Environmental Kuznets Curve (EKC) Hypothesis in ASEAN Countries: Evidence based on STIRPAT Framework with Cross-Sectional Dependency
title_short Testing Environmental Kuznets Curve (EKC) Hypothesis in ASEAN Countries: Evidence based on STIRPAT Framework with Cross-Sectional Dependency
title_full Testing Environmental Kuznets Curve (EKC) Hypothesis in ASEAN Countries: Evidence based on STIRPAT Framework with Cross-Sectional Dependency
title_fullStr Testing Environmental Kuznets Curve (EKC) Hypothesis in ASEAN Countries: Evidence based on STIRPAT Framework with Cross-Sectional Dependency
title_full_unstemmed Testing Environmental Kuznets Curve (EKC) Hypothesis in ASEAN Countries: Evidence based on STIRPAT Framework with Cross-Sectional Dependency
title_sort Testing Environmental Kuznets Curve (EKC) Hypothesis in ASEAN Countries: Evidence based on STIRPAT Framework with Cross-Sectional Dependency
publishDate 2025
container_title Journal of Advanced Research in Applied Sciences and Engineering Technology
container_volume 46
container_issue 2
doi_str_mv 10.37934/araset.46.2.227238
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85196825131&doi=10.37934%2faraset.46.2.227238&partnerID=40&md5=34a66a13cec486c499555f7fff632789
description To date, many studies have been conducted to discover the factors influencing the decline in environmental quality. Like other countries, ASEAN countries also experience pollution issues in pursuing economic progress. The STIRPAT model is a framework often used to investigate the relationship between the related variables. Thus, this study uses data on CO2 emissions, gross domestic products, trade openness, renewable energy and urbanization for seven selected ASEAN countries from 1995-2019. The aims of this study are to identify the factors that affect pollution among ASEAN countries, to model the long-term relationship between pollution and its related factors by considering interdependence among ASEAN countries and to investigate if EKC exists among the countries. The findings confirm that there is a cross-section dependency for ASEAN countries. The Westerlund cointegration test shows that the variables are cointegrated in the long run. Heterogeneous models that consider the effect of dependence between countries are used for estimation. The common correlated effects mean group (CCEMG) is seen as the best estimator compared to the augmented mean group (AMG) and mean group (MG) by having the smallest RMSE value. The estimated coefficient proves that there is a positive dependence on CO2. Interestingly, this study also proves that the Environmental Kuznets curve (EKC) exists among ASEAN countries. It suggests that economic growth can initially exacerbate environmental problems, but it also implies that as countries continue to develop economically, they may have the resources and incentives to implement environmental policies and regulations that can mitigate ecological degradation. Overall, it can be concluded that there is a dependency or similar behaviour between ASEAN countries on the issue of environmental quality. Therefore, to achieve ecological sustainability, cooperation from neighbouring countries is necessary. © 2025, Semarak Ilmu Publishing. All rights reserved.
publisher Semarak Ilmu Publishing
issn 24621943
language English
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