Spatial Association between Air Pollution and Non-communicable Diseases and their Distribution in India

Abstract Background: Non-communicable diseases (NCDs) are the fastest-growing global health burden, and air pollution is a major threat to human health. Growing evidence suggests that air pollution especially PM 2.5 is associated with diabetes mellitus and hypertension, which are currently major public health concerns. There has not yet been any study on the association between air pollution and NCDs at a national level in India. We used the National NCD Monitoring Survey (NNMS) surveyed diabetes and hypertension data (2017–2018) of 9,759 individuals in India and superimposed it on a 20-year average concentration of PM 2.5 in ambient air, measured by satellite-based imagery (2000–2019), to find the association of PM 2.5 with diabetes and hypertension. Methods: Spatial and geostatistical methods were employed to assess the association and examine the distribution of PM2.5, diabetes, and hypertension rates across geographic regions in India. Results: We observed a weak positive correlation between hypertension and PM 2.5 levels, whereas diabetes showed both positive and negative correlations across geographic spaces, albeit with low strength. We did not find any statistically significant results that explain an association, suggesting a lack of association between the two. Conclusions: Since we did not find any significant result of the association, which may be evidence of not having any direct association, conducting prospective cohort studies may help find if there is any association at all.

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Publication Details

Journal
Indian Journal of Community Medicine
Published
2026-03-04
DOI
https://doi.org/10.4103/ijcm.ijcm_209_25
Primary Topic
Air Quality and Health Impacts
Type
article
Field-Weighted Citation Impact
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article

Spatial Association between Air Pollution and Non-communicable Diseases and their Distribution in India

Priyanka Das, Ramesh Kumar Huda, P. Mathur, Anita Nath et al.
Indian Journal of Community Medicine
Air Quality and Health Impacts
article

Spatial Association between Air Pollution and Non-communicable Diseases and their Distribution in India

Priyanka Das, Ramesh Kumar Huda, P. Mathur, Anita Nath, Suresh Yadav, Sk Parveg Alam, Arun Kumar Sharma
article en

Abstract

Abstract Background: Non-communicable diseases (NCDs) are the fastest-growing global health burden, and air pollution is a major threat to human health. Growing evidence suggests that air pollution especially PM 2.5 is associated with diabetes mellitus and hypertension, which are currently major public health concerns. There has not yet been any study on the association between air pollution and NCDs at a national level in India. We used the National NCD Monitoring Survey (NNMS) surveyed diabetes and hypertension data (2017–2018) of 9,759 individuals in India and superimposed it on a 20-year average concentration of PM 2.5 in ambient air, measured by satellite-based imagery (2000–2019), to find the association of PM 2.5 with diabetes and hypertension. Methods: Spatial and geostatistical methods were employed to assess the association and examine the distribution of PM2.5, diabetes, and hypertension rates across geographic regions in India. Results: We observed a weak positive correlation between hypertension and PM 2.5 levels, whereas diabetes showed both positive and negative correlations across geographic spaces, albeit with low strength. We did not find any statistically significant results that explain an association, suggesting a lack of association between the two. Conclusions: Since we did not find any significant result of the association, which may be evidence of not having any direct association, conducting prospective cohort studies may help find if there is any association at all.

Indian Journal of Community Medicine
University College of Medical Sciences (IN), National Centre for Disease Informatics and Research (IN), National Institute for Implementation Research on Non-Communicable Diseases (IN)
Good health and well-being
Openalex Percentile: Top 41%
Air Quality and Health Impacts
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