Vol.:(0123456789) 1 3
Environmental Science and Pollution Research
https://doi.org/10.1007/s11356-022-21551-w
RESEARCH ARTICLE
Exploring the nature of EKC hypothesis in Asia’s top emitters: role
of human capital, renewable and non‑renewable energy consumption
Pabitra Kumar Jena
1
· Aqib Mujtaba
1
· Debanam Priyam Priyadarshi Joshi
2
· Elma Satrovic
3
· Bosede Ngozi Adeleye
4
Received: 27 January 2022 / Accepted: 13 June 2022
© The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022
Abstract
The present study uses both carbon dioxide emission and ecological footprints as proxies for environmental degradation to
examine the environmental Kuznets curve hypothesis for the top three emitters from Asia, i.e., China, India, and Japan. To
this end, the autoregressive distributed lag model for time series and panel estimation is used for a period spanning over
1980–2016. For carbon dioxide emission, China presents an inverted-U shape of the environmental Kuznets curve, while
a U-shape relationship is found for India and Japan. Similarly, when the hypothesis is tested with the ecological footprint,
Japan offers an inverted U-shape and U-shaped association is detected for China and India. The panel analysis indicates the
existence of the environmental Kuznets curve with both proxies of environmental degradation. Besides, human capital and
renewable energy promote environmental sustainability, while non-renewable energy use hinders environmental quality. The
findings of this study suggest that in order to meet the combined goals of economic growth and environmental protection,
the three economies, i.e., China, India, and Japan, should employ renewable energy–enabled technology.
Keywords CO
2
emissions · Ecological footprint · Economic growth · Human capital · Environmental Kuznets curve
JEL Classification C50 · Q56
Introduction
Studies to date have aspired to ascertain the association between
economic growth and environmental quality (Razzaq et al.
2021a, 2021b; Murshed 2020; Mehmood and Tariq 2020;
Ahmad et al. 2021; Adeel-Farooq et al. 2020; Mujtaba et al.
(2022b); Verbič et al. 2021; Adeleye et al. 2021a; An et al. 2021;
Usama et al. 2015; Zhuang et al. 2021; Eregha et al. 2021; Abul
and Satrovic 2022; Li et al. 2022). The graphical illustration of
such a relationship usually takes an inverted U-shape, popularly
known as the environmental Kuznets curve (EKC). There have
been considerable economic growth and improvement in the
quality of life in the last few decades, which has boosted energy
consumption (fossil fuels especially). Efforts of governments
worldwide thrive on energy efficiency, energy conservation, and
capacity building in renewable energy. Still, fossil fuels stand
as the supreme energy source constituting 79.68% of the total
energy use in 2015 (World Bank 2020).
The United Nations Framework Convention on Climate
Change (UNFCCC) directed a protocol in Kyoto, Japan, in
1992 where 160 countries advised the developed countries to
reduce emissions by 5.2% below the 1990 levels by 2008–2012.
The primary goal of the convention was to stabilize greenhouse
Responsible Editor: Arshian Sharif
Highlights
1. The study amalgamates both CO
2
emission (negative indicator)
and ecological footprint (positive indicator) of environmental
degradation to investigate the validity of the environmental
Kuznets curve hypothesis for the top three Asian emitting
economies, namely Japan, China, and India.
2.The environmental Kuznets curve holds for China when CO
2
emission represents environmental degradation. Japan confirms the
validity of the environmental Kuznets curve hypothesis when ecological
footprint depicts environmental degradation. However, the inverted
U-shaped environmental Kuznets curve does not operate in India.
3. The panel analysis detects an inverted U-shaped environmental
Kuznets curve for both the proxies of the environment for the
panel of selected economies.
4. Human capital and renewable energy use promote
environmental sustainability, while non-renewable energy is
detrimental to the environment.
5.This study suggests China, India, and Japan are undisputable the
three largest Asian economies producing high pollutant emissions;
it becomes imperative for the three economies to adopt renewable
energy–enabled technologies to achieve the dual purpose of
economic growth and a clean environment.
6.Finally, this study recommends that combating climate change and
ensuring a sustainable environment (SDG13) require de-carbonization
measures be pursued to enable a healthy environment that will reduce
health impacts due to energy-related air pollution (SDG3) by 2030.
Extended author information available on the last page of the article