Environmental sustainability indicators in India: Evidence from ecological footprint, load capacity factor, nuclear energy, and human capital

This study examines the challenge of measuring environmental sustainability in India using a multidimensional indicator framework that highlights the roles of nuclear energy and human capital in shaping long-term ecological outcomes. The analysis integrates three complementary indicators, carbon dioxide emissions, ecological footprint, and load capacity factor, which reflect emissions intensity, ecological demand, and regenerative capacity. Grounded in the Environmental Kuznets Curve and Load Capacity Curve hypotheses, the study uses annual data from 1969 to 2023 and applies the autoregressive distributed lag bounds testing approach together with robustness estimations using fully modified ordinary least squares, dynamic ordinary least squares, and canonical cointegration regression to assess both short run and long-run dynamics. The findings support the Environmental Kuznets Curve and Load Capacity Curve in India. Nuclear energy and human capital improve environmental performance, while economic growth and natural gas consumption increase ecological pressure. The study contributes by integrating carbon emissions, ecological footprint, and load capacity factor within a unified empirical framework for India, providing evidence to support energy reform, human capital investment, and sustainability oriented policy design. • Integrates ecological footprint, load capacity factor, and carbon emissions to provide a comprehensive indicator-based assessment of environmental sustainability in India. • Confirms both Environmental Kuznets Curve and Load Capacity Curve hypotheses using long-run time-series evidence from 1969–2023. • Shows that nuclear energy reduces ecological pressure and enhances ecological capacity over the long term. • Demonstrates that human capital development plays a critical enabling role in improving sustainability indicators. • Provides indicator-relevant evidence to support environmental management and policy formulation aligned with the SDGs.

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Publication Details

Journal
Environmental and Sustainability Indicators
Published
2026-02-27
DOI
https://doi.org/10.1016/j.indic.2026.101197
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
0.00
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article

Environmental sustainability indicators in India: Evidence from ecological footprint, load capacity factor, nuclear energy, and human capital

Syed Masiur Rahman, Domingos Martinho, Asif Raihan, Tapan Sarker et al.
Environmental and Sustainability Indicators
Energy, Environment, Economic Growth
article

Environmental sustainability indicators in India: Evidence from ecological footprint, load capacity factor, nuclear energy, and human capital

Syed Masiur Rahman, Domingos Martinho, Asif Raihan, Tapan Sarker, Mohammad Ridwan, Bablu Kumar Dhar
article en

Abstract

This study examines the challenge of measuring environmental sustainability in India using a multidimensional indicator framework that highlights the roles of nuclear energy and human capital in shaping long-term ecological outcomes. The analysis integrates three complementary indicators, carbon dioxide emissions, ecological footprint, and load capacity factor, which reflect emissions intensity, ecological demand, and regenerative capacity. Grounded in the Environmental Kuznets Curve and Load Capacity Curve hypotheses, the study uses annual data from 1969 to 2023 and applies the autoregressive distributed lag bounds testing approach together with robustness estimations using fully modified ordinary least squares, dynamic ordinary least squares, and canonical cointegration regression to assess both short run and long-run dynamics. The findings support the Environmental Kuznets Curve and Load Capacity Curve in India. Nuclear energy and human capital improve environmental performance, while economic growth and natural gas consumption increase ecological pressure. The study contributes by integrating carbon emissions, ecological footprint, and load capacity factor within a unified empirical framework for India, providing evidence to support energy reform, human capital investment, and sustainability oriented policy design. • Integrates ecological footprint, load capacity factor, and carbon emissions to provide a comprehensive indicator-based assessment of environmental sustainability in India. • Confirms both Environmental Kuznets Curve and Load Capacity Curve hypotheses using long-run time-series evidence from 1969–2023. • Shows that nuclear energy reduces ecological pressure and enhances ecological capacity over the long term. • Demonstrates that human capital development plays a critical enabling role in improving sustainability indicators. • Provides indicator-relevant evidence to support environmental management and policy formulation aligned with the SDGs.

Environmental and Sustainability IndicatorsVol. 30
King Fahd University of Petroleum and Minerals (SA), University of Southern Queensland (AU), Mahidol University (TH), Noakhali Science and Technology University (BD), Instituto Superior de Gestão e Administração de Santarém (PT), Instituto Politécnico de Santarém (PT)
Responsible consumption and production
Openalex Percentile: Top 44%
Energy, Environment, Economic Growth
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