MANAGING CARBON EMISSIONS AND AIR POLLUTION FOR HUMAN DEVELOPMENT: SPATIAL EVIDENCE FROM DEVELOPING ECONOMIES

Authors

  • Farzana Sher Muhammad Assistant Professor, Department of Economics, Faculty of Management Science, Sardar Bahadur Khan Women University Balochistan, Quetta, Pakistan
  • Muhammad Munir Department of Economics, Institute of Social Science, Gomal University Dera Ismail Khan, KP, Pakistan
  • Tehmina Hazoor Assistant Professor, Government Girls Postgraduate College Quetta Cantt. Balochistan, Pakistan
  • Jamila Kasi Lecturer, Government Girls Postgraduate College Quetta Cantt. Baluchistan, Pakistan
  • Sami Ullah Khan Department of Economics, Institute of Social Science, Gomal University Dera Ismail Khan, KP, Pakistan
  • Fangzheng Zhao The Fifth Affiliated Hospital, Xinjiang Medical University, Urumqi, Xinjiang, China

DOI:

https://doi.org/10.59075/jsrd.v7i6.615

Keywords:

Spatial Durbin model; Greenhouse gases; Human development index; Geographically weighted regression; Developing countries

Abstract

Increasing carbon dioxide and air pollution emitted by human activities are the two greatest impediments to human development worldwide, particularly in developing economies. This study examines the spatial effects of CO2 emissions and air pollution on human development index in 112 developing nations. Consequently, the spatial econometric models of global and local Moran's I, spatial Durbin model, and geographically weighted regression are utilised in this study. The results revealed significant spatial associations in terms of CO2 emissions, air pollution, and HDI. The empirical findings of SDM indicate that CO2 emissions have a positive local and spillover effects on HDI, whereas air pollution has a negative local and spillover effects on HDI. In addition, GWR analysis revealed that the coefficient magnitude of CO2 emissions and air pollution differs between developing nations. The positive effect of CO2 emissions is found to be highly sensitive in South American and African developing economies, while the negative effect of air pollution is found to be highly sensitive in a number of Asian and African developing nations. Based on these findings, this study provides policy recommendations to governments in order to reduce CO2 emissions and air pollution to improve HDI by prioritising the most vulnerable areas.

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Published

28-08-2026

How to Cite

Farzana Sher Muhammad, Muhammad Munir, Tehmina Hazoor, Jamila Kasi, Sami Ullah Khan, & Fangzheng Zhao. (2026). MANAGING CARBON EMISSIONS AND AIR POLLUTION FOR HUMAN DEVELOPMENT: SPATIAL EVIDENCE FROM DEVELOPING ECONOMIES. JOURNAL OF SOCIAL RESEARCH DEVELOPMENT, 7(6), 514–544. https://doi.org/10.59075/jsrd.v7i6.615