Vol.:(0123456789) 1 3
Environmental Science and Pollution Research
https://doi.org/10.1007/s11356-022-23453-3
RESEARCH ARTICLE
The paradigms of transport energy consumption and technological
innovation as a panacea for sustainable environment: is there any
asymmetric association?
Arsalan Tanveer
1
· Huaming Song
1
· Muhammad Faheem
1
· Abdul Daud
2
Received: 8 January 2022 / Accepted: 30 September 2022
© The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022
Abstract
Technological innovations have a great potential to develop the transportation system as more efcient, intelligent, connected,
and sustainable. Therefore, transport energy consumption fundamentally transmutes how goods and people are moved with
signifcant efects on transport demand with related energy consumption on a sustainable environment. To this end, our
research aimed at investigating the environmental performance (carbon dioxide and ecological footprint) by stochastic impact
by regression through a population, afuence, and technology (STIRPAT) model, and econometric approach for estimation
of transport energy consumption from 1975 to 2018 for Pakistan. Moreover, our study supports the literature by exploring
the association of technological innovations, fnancial development, carbon damage costs, and economic growth with the
environment. The linear relationships of the variables are governed by the autoregressive distributive lag (ARDL) model
that interestingly explored that economic growth and energy consumption, and fnancial development degrade the environ-
ment and resource depletion; however, technological innovations are inclined towards cleaner technologies. For asymmetric
fndings, we employ the non-linear autoregressive distributive lag technique recently introduced by Shin et al. (2014). The
fndings validate the existence of an asymmetric relationship between transport energy consumption and environmental
indicators. The policymakers’ prerequisites the alternative energies apart from conventional energies in the transport sector
with technological innovations in transport sector energy consumption like the electronic and hybrid vehicles for a cleaner
environment.
Keywords Ecological footprint · Technological innovation · CO
2
emissions · Transport energy consumption · STIRPAT ·
NARDL
Introduction
Today’s globalized world is highly aimed at competitive
environmental sustainability with efcient and efective
transport systems that are the backbone of economic growth.
The efcient transport system works as a catalyst to enhance
sustainable economic growth and employment opportunities
by value addition for other industries (Mounce and Nelson
2019). The economic contribution from the transportation
sector is between 6 and 12% for many world countries (IEA
2019). However, global petroleum consumption for the
transport sector is 64.5%, and the total energy consump-
tion is 39.9% (IEA 2019). Therefore, transport emissions
play a key role in environmental pollution due to the heavy
consumption of petroleum (Mohmand et al. 2020). Apart
from other factors, fossil fuel energy consumption, climate
changes, urbanization, international trade, and fnancial
Responsible Editor: Roula Inglesi-Lotz
* Huaming Song
huaming@njust.edu.cn
Arsalan Tanveer
arsalantanveer1489@gmail.com
Muhammad Faheem
faheem@bzu.edu.pk
Abdul Daud
abduldaud302@gmail.com
1
School of Economics and Management, Nanjing University
of Science and Technology, Nanjing 210094, China
2
School of Economics, Bahauddin Zakariya University,
Multan, Pakistan