Empirical Evidence on the Impact of Technological Innovation and Human Capital on Improving and Enhancing Environmental Sustainability

Conservation of the natural balance to hinder global warming is a contemporary task for policymakers. To this end, several policy tools have been proposed. Technological innovation, which increases productivity and aids in the development of eco-friendly technologies, and human capital, which fosters environmental awareness and provides knowledge of technology use, are among the policy options. Therefore, the primary aim of this study is to test whether human capital accumulation and technological innovation improve environmental sustainability in emerging countries by utilizing the recently proposed novel Cross-sectionally Augmented Autoregressive Distributed Lag method in ten of N-11 countries from 1996 to 2019. The empirical results suggest that economic development and human capital negatively impact environmental sustainability, proxied by the load capacity factor. In contrast, renewable energy has a positive impact on sustainable development. Lastly, empirical estimations using several technological innovation indicators uncover that technological innovation may have no systematic impact on the load capacity factor. Therefore, technological advances and human capital may not create the desired impact on environmental quality.

Authors

Institutions

Publication Details

Journal
Sustainability
Published
2025-08-31
DOI
https://doi.org/10.3390/su17177840
Citations
5
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
15.66
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Empirical Evidence on the Impact of Technological Innovation and Human Capital on Improving and Enhancing Environmental Sustainability

Güray Akalin, Sinan Erdoğan
5 citations
Sustainability
Energy, Environment, Economic Growth
15.66
article

Empirical Evidence on the Impact of Technological Innovation and Human Capital on Improving and Enhancing Environmental Sustainability

Güray Akalin, Sinan Erdoğan
article en
5 citations

Abstract

Conservation of the natural balance to hinder global warming is a contemporary task for policymakers. To this end, several policy tools have been proposed. Technological innovation, which increases productivity and aids in the development of eco-friendly technologies, and human capital, which fosters environmental awareness and provides knowledge of technology use, are among the policy options. Therefore, the primary aim of this study is to test whether human capital accumulation and technological innovation improve environmental sustainability in emerging countries by utilizing the recently proposed novel Cross-sectionally Augmented Autoregressive Distributed Lag method in ten of N-11 countries from 1996 to 2019. The empirical results suggest that economic development and human capital negatively impact environmental sustainability, proxied by the load capacity factor. In contrast, renewable energy has a positive impact on sustainable development. Lastly, empirical estimations using several technological innovation indicators uncover that technological innovation may have no systematic impact on the load capacity factor. Therefore, technological advances and human capital may not create the desired impact on environmental quality.

SustainabilityVol. 17(17)
Kütahya Dumlupınar Üniversitesi (TR), Azerbaijan State University of Economics (AZ), Mustafa Kemal University (TR)
Openalex Percentile: Top 1%
Energy, Environment, Economic Growth
15.66
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Empirical Evidence on the Impact of Technological Innovation and Human Capital on Improving and Enhancing Environmental Sustainability — Güray Akalin, Sinan Erdoğan · Sustainability (2025) | TGRS Research Map | TGRS