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Research Article

A path towards environmental sustainability: exploring the effects of technological innovation and investment freedom on load capacity factor

ORCID Icon, ORCID Icon, ORCID Icon & ORCID Icon
Received 10 Jan 2024, Accepted 01 Mar 2024, Published online: 13 Mar 2024
 

ABSTRACT

This study examines the impact of investment freedom, technological innovation, renewable energy, and economic growth on load capacity factor (LCF) within the context of Sustainable Development Goals (SDGs) 7 and 13 for a group of high investment freedom countries (Luxembourg, Germany, Austria, Australia, Canada, Denmark, Netherlands, United Kingdom, Chile, Singapore, New Zealand, United States of America, Belgium, Finland, Uruguay, Latvia, Spain, Sweden, and Switzerland). Furthermore, this research assesses the impacts of achieving carbon neutrality by 2030. The data set covers the years between 1995 and 2019. Moreover, the validity of the load capacity curve (LCC) hypothesis is analyzed in all countries. Long-run coefficients are estimated using the Regularized Common Correlated Effects (rCCE) estimator, and the robustness analysis is performed using Common Correlated Effects (CCE) estimators. The overall assessment of the panel reveals that the LCC hypothesis is invalid in the selected nations, with the exception of Belgium. Other findings indicate that investment freedom reduces the LCF for New Zealand. However, investment freedom increases LCF, improving environmental quality in Latvia. Technological innovation decreases LCF for Singapore and increases it for Germany. Renewable energy increases LCF for the UK and Spain. Finally, policy implications for improving environmental quality are discussed.

Acronyms

AMG=

Augmented Mean Group

ARDL=

Autoregressive Distributed Lag

AR=

Autoregressive

TI=

Technological Innovation

UN=

United Nations

SDGs=

Sustainable Development Goals

REN=

Renewable Energy

IF=

Investment Freedom

WEO=

World Energy Outlook

EKC=

Environmental Kuznets Curve

EQ=

Environmental Quality

LCC=

Load Capacity Curve

ECOF=

Ecological Footprint

LCF=

Load Capacity Factor

CSD=

Cross-section Dependence

CCE=

Common Correlated Effects

DH=

Durbin Hausman

CIPS=

Cross-Sectional Augmented IPS

CADF=

Cross-sectional augmented

CO2=

Carbon Dioxide Emissions

EG=

Economic Growth

NR=

Natural Resources

rCCE=

Regularized Common Correlated Effects

ED=

Environmental Degradation

AR=

Autoregressive

OLS=

Ordinary Least Square

EF=

Economic freedom

EU=

European Union

UNDP=

United Nations Development Programme

SDG=

Sustainable Development Goals

UN=

United Nations

WEO=

World Economic Outlook

Authors’ contributions

The authors have contributed equally to this work. All authors read and approved the final manuscript.

Disclosure statement

No potential conflict of interest was reported by the author(s).

Data availability statement

Data will be made available on request.

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