Re-examining the environmental kuznets curve hypothesis in the
economic community of West African states: A panel quantile
regression approach
Ahmed Malumfashi Halliru
a, b
, Nanthakumar Loganathan
a
, Asan Ali Golam Hassan
c
,
Abbas Mardani
d, e, **
, Hesam Kamyab
f, *
a
Azman Hashim International Business School, Universiti Teknologi Malaysia, 81310, Johor Bahru, Johor, Malaysia
b
Department of Economics, Umaru Musa Yar’adua University, Katsina, Katsina State, Nigeria
c
Azman Hashim International Business School, Universiti Teknologi Malaysia, 54100, Kuala Lumpur, Malaysia
d
Informetrics Research Group, Ton Duc Thang University, Ho Chi Minh City, Viet Nam
e
Faculty of Business Administration, Ton Duc Thang University, Ho Chi Minh City, Viet Nam
f
Engineering Department, Razak Faculty of Technology and Informatics, Universiti Teknologi Malaysia, Jalan Sultan Yahya Petra, 54100, Kuala Lumpur,
Malaysia
article info
Article history:
Received 26 January 2020
Received in revised form
23 August 2020
Accepted 14 September 2020
Available online 19 September 2020
Handling Editor: Prof. Jiri Jaromir Kleme s
Keywords:
CO
2
emissions
Economic growth
Human capital
EKC hypothesis
ECOWAS
abstract
This study investigates the validity of the Environmental Kuznets Curve (EKC) hypothesis for six West
African countries over 1970e2017 while using human capital and biocapacity as additional determinants
of carbon emissions. It uses the panel quantile regression method that provides robust results in case the
classical econometric assumptions fail. The empirical results revealed that a U-shaped relationship be-
tween economic growth and Carbon dioxide (CO
2
) emissions holds in the low, middle and high-
emissions countries as opposed to the inverted U-shaped EKC hypothesis. Trade openness reduces
environmental performance in low-emission countries. Financial development has mixed impacts on
CO
2
emissions across the quantiles. While financial development enhances environmental quality in the
low-emissions countries, it exerts a detrimental impact in the middle and high-emissions countries.
Human capital has significantly positive effects on the lower, middle and upper quantiles. The obtained
results highlight the need for raising environmental awareness and promoting green R&D. In addition,
relevant incentives are required to redirect private credits towards green projects and renewable energy
development.
© 2020 Elsevier Ltd. All rights reserved.
1. Introduction
The increasing global warming and changes to climatic condi-
tions are results of rising energy consumption in industry sector,
high economic growth, consequently has led to environmental
variation around the globe (Waqih et al., 2019). As part of the
response to this challenge, the international community is aimed at
limiting the average global temperature to 2
C above the pre-
industrial temperature. To this end, the United Nations adopted
the ‘2030 Agenda for Sustainable Development’ and the ‘Paris
Climate Change Agreement’ in 2015. Yet, the Intergovernmental
Panel on Climate Change predicted that global temperature could
even rise to 5.8
C by 2100 and this, according to Pao and Chen
(2019), points to the fact that the task of mitigating climate
change is enormous, and it is imperative to formulate policies to
combat climate change in a way to prevent its devastating effects
on humanity and environment.
Katircioglu et al. (2020) asserted that a large body of research
endeavored to analyse the determinants of environmental degra-
dation to aid better understanding and formulation of sound
environmental policies to mitigate climate change. Evidence indi-
cate that rising economic activities is a major driving force that
significantly alters environment condition. West African sub-region
* Corresponding author.
** Corresponding author. Informetrics Research Group, Ton Duc Thang University,
Ho Chi Minh City, Viet Nam.
E-mail addresses: halliruam77@gmail.com (A.M. Halliru), n4nantha@yahoo.com
(N. Loganathan), asanali@utm.my (A.A. Golam Hassan), abbas.mardani@tdtu.edu.vn
(A. Mardani), hesam_kamyab@yahoo.com (H. Kamyab).
Contents lists available at ScienceDirect
Journal of Cleaner Production
journal homepage: www.elsevier.com/locate/jclepro
https://doi.org/10.1016/j.jclepro.2020.124247
0959-6526/© 2020 Elsevier Ltd. All rights reserved.
Journal of Cleaner Production 276 (2020) 124247