ArticleScientific data2025
India Policy Insights: Estimates of Population Health and Social Determinants Indicators Across Policy Units.
Article in Scientific data, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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
7 citing papers in PubMed.
- Predicting the status of 35 sustainable development goal indicators in Indian villages: a semi-supervised machine learning approach for precision public policy.The Lancet regional health. Southeast Asia · 2026Article
- Measuring the Health of Philadelphia's City Council Districts.Journal of urban health : bulletin of the New York Academy of Medicine · 2026Article
- Prevalence of Overweight and Obesity Among Children Younger Than 5 Years in India.JAMA network open · 2026Article
- Expanding Public Access to Understanding Data: A Case Study of Leveraging Generative AI for India Policy Insights Dashboard.The Professional geographer : the journal of the Association of American Geographers · 2026Article
- District-level changes in low birth weight in India: National Family Health Surveys, 2016 and 2021.BMC pediatrics · 2026Article
- Problems in accessing healthcare among women in India: a district-level change analysis, 2016-2021.BMC public health · 2026Article
- Assessing geographic variation in women's decision-making power across 720 districts in India, 2016-2021.BMC women's health · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
Achieving global development targets will largely depend on improvements made by developing and populous countries like India. Given the huge population base and diversely wide landscape of India, stakeholders and policy-makers at smaller geographic levels must be equipped with data to understand their respective territories and the target sub-groups. This paper presents the output of India Policy Insights; a project aimed at offering a comprehensive dataset of 122 key indicators on population health and social determinants across 720 districts and 543 Parliamentary Constituencies (PCs) in India. Drawing upon the household survey data from two rounds (2016 and 2021) of National Family Health Surveys along with other government-backed repositories, we provide district- and PC-specific prevalence estimates (%), progress in the prevalence (percentage points) for 122 indicators, and indicator-specific headcount numbers (for 2021). These data enable the tracking of developmental progress in India and, in doing so, will facilitate informed policy discussions and promote public engagement.
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.