Evidence map›Paper›PMID 41102709›Full record

ArticleBMC public health2025

Household air pollution and association with heart disease among women in India: evidence from the nationally representative survey (NFHS-5).

Mriganka Dolui, Sanjit Sarkar

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Mriganka DoluiDepartment of Geography, School of Earth Sciences, Central University of Karnataka, Kalaburagi, 585367, Karnataka, India. mriganka.dolui@gmail.com.ORCID http://orcid.org/0000-0001-7568-0299
Sanjit SarkarDepartment of Geography, School of Earth Sciences, Central University of Karnataka, Kalaburagi, 585367, Karnataka, India.ORCID http://orcid.org/0000-0001-5906-3098

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBased on an increased prevalence of chronic respiratory conditions among women of reproductive age, understanding the risk factors of heart disease is crucial to inform policy and program interventions to address the problem. In this study, we empirically assessed the associations of behavioural factors such as the use of cooking fuels, smoking behaviour, household air pollution (HAP), and various demographic and socioeconomic characteristics with the prevalence of heart diseases in women.

methodsThe data were derived from the National Family Health Survey (NFHS) conducted in 2019-2021. The effective sample size for the present study was 7,24,115 women aged 15-49 years in India. Descriptive statistics, along with bivariate analysis were conducted to find the preliminary results. Further, multivariable binary logistic regressions were conducted to find the relationship between heart disease and behavioural factors such as cooking fuel, smoking behaviour and HAP.

resultsIt was revealed that women aged more than 29 years are at higher risk for heart disease (p < 0.05), irrespective of using clean cooking fuel (CCF) or polluting cooking fuel (PCF). Besides, women who are overweight (PCF = 1.15%; p < 0.05), have diabetes (PCF = 5.33%; p < 0.05), and have hypertension (PCF = 1.44%; p < 0.05) tend to have higher prevalence of risk of heart disease as they were using PCF. Furthermore, the odds ratio of heart disease was higher among women having exposure to smoking (OR:1.227; CI:1.130-1.333; p < 0.05), aged 45-49 (OR:2.474; CI:2.258-2.710; p < 0.05), lower education (OR:1.144; CI:1.048-1.249; p < 0.05), poorer wealth status (OR: 1.103; CI:1.011-1.203; p < 0.05), diabetes (OR: 4.677; CI: 4.297-5.09; p < 0.05), hypertension (OR: 1.48; CI: 1.386-1.58; p < 0.05) and current smoker (OR: 1.428; CI:1.304-1.565; p < 0.05).

conclusionThe findings revealed that uses of PCF lead to HAP and is a contributing component to heart diseases. To address these challenges, the study suggests promoting alternative and CCF and raising awareness about the health hazards associated with HAP. Policy interventions focused on expanding access to clean fuels, and knowledge are crucial to achieving sustainable development goals and mitigating the impact of heart disease. Organizations dedicated to public health and environmental well-being should enhance efforts to promote the adoption of clean cooking alternatives, thereby reducing the burden of heart disease among women in India.

Indexed as

Air Pollution, IndoorHeart DiseasesAdolescentAdultCookingFemaleHealth SurveysHumansIndiaMiddle AgedPrevalenceRisk FactorsSocioeconomic FactorsYoung AdultAnd IndiaClean cooking fuel (CCF)Heart diseaseHousehold air pollution (HAP)Polluting cooking fuel (PCF)Women

Identifiers

PMID41102709
PMCPMC12532948

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.