TY - JOUR
T1 - The effect of renewable and non-renewable energy consumption on economic growth
T2 - non-parametric evidence
AU - Ivanovski, Kris
AU - Hailemariam, Abebe
AU - Smyth, Russell
PY - 2021/3
Y1 - 2021/3
N2 - We employ a non-parametric modelling technique to examine the time-varying impact of renewable and non-renewable energy consumption on economic growth. The specific nonparametric method that we employ is the local linear dummy variable estimation (LLDVE) method, which we apply to OECD and non-OECD panels for the period 1990 to 2015. While previous studies employing parametric models have recognised the existence of non-linearities and instability in the relationship between renewable (and non-renewable) energy consumption and economic growth, the LLDVE method has the advantage that it does not make any assumptions about functional form and, hence, is better able to approximate the non-linear relationship. Our estimates suggest that non-renewable energy consumption exerts a positive and significant impact on economic growth across OECD nations with the coefficient function exhibiting an upward trajectory over time. The impact of renewable energy consumption on economic growth, however, is statistically indistinguishable from zero in these countries for most of the study period. Both renewable and non-renewable energy consumption promote economic growth in non-OECD countries, suggesting that developing countries may play an important role in the transition process to renewables despite constraints in technical progress.
AB - We employ a non-parametric modelling technique to examine the time-varying impact of renewable and non-renewable energy consumption on economic growth. The specific nonparametric method that we employ is the local linear dummy variable estimation (LLDVE) method, which we apply to OECD and non-OECD panels for the period 1990 to 2015. While previous studies employing parametric models have recognised the existence of non-linearities and instability in the relationship between renewable (and non-renewable) energy consumption and economic growth, the LLDVE method has the advantage that it does not make any assumptions about functional form and, hence, is better able to approximate the non-linear relationship. Our estimates suggest that non-renewable energy consumption exerts a positive and significant impact on economic growth across OECD nations with the coefficient function exhibiting an upward trajectory over time. The impact of renewable energy consumption on economic growth, however, is statistically indistinguishable from zero in these countries for most of the study period. Both renewable and non-renewable energy consumption promote economic growth in non-OECD countries, suggesting that developing countries may play an important role in the transition process to renewables despite constraints in technical progress.
KW - Economic growth
KW - Energy transition
KW - Nonparametric panel data
KW - Renewable energy consumption
UR - http://www.scopus.com/inward/record.url?scp=85096402930&partnerID=8YFLogxK
U2 - 10.1016/j.jclepro.2020.124956
DO - 10.1016/j.jclepro.2020.124956
M3 - Article
AN - SCOPUS:85096402930
SN - 0959-6526
VL - 286
JO - Journal of Cleaner Production
JF - Journal of Cleaner Production
M1 - 124956
ER -