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Moderating the role of social progress with greenhouse gases to determine the health vulnerability in developing countries

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Abstract

Human activities have compelled massive environmental degradation, which causes climate vulnerability and that has emerged as a significant health issue. The present study assesses the role of social progress with greenhouse gases to determine the health vulnerability in 77 developing countries from 2011 to 2020. The empirical results are estimated by using the panel ARDL econometric approach. The study found that greenhouse gas emission proposes a U-shaped relationship to determine health vulnerability. In this study, social progress is used as the moderator variable, which shifts the turning point of the U-shaped curve. For this purpose, the interaction term of social progress with greenhouse gases shifts the turning point to the left side of the U-shaped curve and further flattens it. Furthermore, this study explores that urbanization, export openness, and government education expenditure negatively impact health vulnerability while industrialization increases health vulnerability. The study recommends that government should pay special attention to declining greenhouse gases and rising social progress to improve health vulnerability.

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Muhammad Asif Amjad has written all manuscripts.

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Correspondence to Muhammad Asif Amjad.

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Appendix

Appendix

Table 6

Table 6 Linearized effect of developing countries

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Amjad, M.A. Moderating the role of social progress with greenhouse gases to determine the health vulnerability in developing countries. Environ Sci Pollut Res 30, 92123–92134 (2023). https://doi.org/10.1007/s11356-023-28867-1

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  • DOI: https://doi.org/10.1007/s11356-023-28867-1

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