Back to Search Start Over

Do technological innovations have symmetric or asymmetric effects on environmental quality? Evidence from Pakistan.

Authors :
Ullah, Sana
Ozturk, Ilhan
Majeed, Muhammad Tariq
Ahmad, Waheed
Source :
Journal of Cleaner Production. Sep2021, Vol. 316, pN.PAG-N.PAG. 1p.
Publication Year :
2021

Abstract

Technological innovation has played an important role in the socio-economic development of societies but, this development has come with some potential hazards to the environment. To do so, we use annual time series data over the period 1990–2018 to measure the symmetric and asymmetric effects of technology innovation on carbon emissions for Pakistan. In estimates of linear ARDL model, we found patent (trademark) has negative (positive) short-run symmetric effects on carbon emissions that have been changed into the long-run symmetric insignificant effects in Pakistan. However, when we employed a nonlinear ARDL model, we found the positive and negative shock of the patent has insignificant short-run asymmetric effects while the positive shock of the trademark has an insignificant and negative shock of the trademark has negative significant effects on carbon emissions in the short run. Our findings have been changed into the long-run asymmetric effects in Pakistan. Overall, the results show that asymmetric effects exist between technology innovation and carbon emissions in the long run. Therefore, this empirical research is applicable to policymakers in Pakistan as well as developing economies. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09596526
Volume :
316
Database :
Academic Search Index
Journal :
Journal of Cleaner Production
Publication Type :
Academic Journal
Accession number :
152077192
Full Text :
https://doi.org/10.1016/j.jclepro.2021.128239