ArticleThe journal of climate change and health
Role of medicines dispensation data in city-based air-health surveillance and health preparedness.
Article in The journal of climate change and health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Air pollution in India is a significant public health issue. Air-health surveillance has been recently introduced in heavily polluted Indian cities, to inform relevant mitigation and health preparedness actions. The air-health surveillance tracks emergency room visits (ERV) for acute respiratory illnesses in select sentinel hospitals. Reporting from multiple facilities is necessary to get a representative picture, but expanding coverage poses challenges. In this context, pharmaceutical data can serve as an alternative data source to aid surveillance efforts. Methods: We examined the potential role of data on sales of respules (a combination of corticosteroid and bronchodilator medicines, used in nebulizers) as an indicator in air-health surveillance. The association between daily respules sold at a trust-based hospital in Pune, India, and daily concentration of local ambient particulate matter (PM Results: A positive correlation, with a lag effect, was observed. A 10 µg/m Discussion: The findings indicate that respules sold could serve as a reliable proxy for tracking health impacts from air pollution. Conclusion: Our study provides a proof-of-concept analysis showing that pharmaceutical data can be used as a proxy measure to assess the short-term health impacts of air pollution. Further exploration is needed to evaluate its utility for air-health surveillance efforts in India.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.