2021
DOI: 10.4236/ajibm.2021.116038
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Human Capital and Energy Efficiency: Evidence from Developing Countries

Abstract: This study explores the effect of human capital on energy efficiency in a panel of developing countries from 1990 to 2017. Using the stochastic frontier model and the energy demand function, our results show that human capital can increase energy efficiency. Even after controlling for certain factors, the variable for human capital result remains unchanged. With regards to the controls, green innovation increased energy efficiency, while institutional quality showed an insignificant relation with energy effici… Show more

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Cited by 25 publications
(13 citation statements)
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References 45 publications
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“…(Fisher-Vanden et al, 2006), in their study of data from medium and large-sized Chinese firms, suggest that changes in industrial structure are the main reason for the decrease in energy intensity. Xiong et al (2019) applying a relaxed measure model that includes non-desired outputs to assess energy efficiency observed that industrial structure is a determinant of industrial energy efficiency (Edziah et al, 2021). Using the stochastic Frontier model and energy demand function confirmed that positive externalities of human capital can improve GTFEE.…”
Section: Research On Green Total Factor Energy Efficiencymentioning
confidence: 91%
See 1 more Smart Citation
“…(Fisher-Vanden et al, 2006), in their study of data from medium and large-sized Chinese firms, suggest that changes in industrial structure are the main reason for the decrease in energy intensity. Xiong et al (2019) applying a relaxed measure model that includes non-desired outputs to assess energy efficiency observed that industrial structure is a determinant of industrial energy efficiency (Edziah et al, 2021). Using the stochastic Frontier model and energy demand function confirmed that positive externalities of human capital can improve GTFEE.…”
Section: Research On Green Total Factor Energy Efficiencymentioning
confidence: 91%
“…Human capital (hum). An increase in human capital level is conducive to the cultivation of energy technology talents and accelerates the development of energy utilization technologies, which in turn has an impact on GTFEE (Edziah et al, 2021).…”
Section: Other Variablesmentioning
confidence: 99%
“…Human capital can enhance massive public awareness of RES [36], aid energy efficiency, thereby reducing consumption costs [37], attract foreign direct investment into Nigeria's RES system [22], enhance technology spillover in manufacturing indigenous technology for RES in Nigeria [14], and increase R&D on renewable energy [38]. Hence, increasing and improving human capital in the energy sector of the Nigerian economy will increase the usage of RES and reduces reliance on non-renewable energy sources [12].…”
Section: Workmentioning
confidence: 99%
“…[11] focused on human capital and energy infrastructure; Ref. [12] focused on human capital and energy efficiency; Ref. [32] explored the determinants of renewable energy consumption in Nigeria; Ref.…”
Section: Workmentioning
confidence: 99%
“…Ultimately, human capital is a key driver of clean energy development and energy efficiency improvement since it leads to technological advancement and environmental consciousness. One essential positive externality of human capital development is that it promotes a greener future through energy conservation [79]. The proportion of the population in higher education in the general population between the ages of 18 and 22 is defined as human capital and is defined as EDU [80], where the unit is %.…”
Section: Variablesmentioning
confidence: 99%