ArticleJournal of the American Heart Association2023
Uses of Social Determinants of Health Data to Address Cardiovascular Disease and Health Equity: A Scoping Review.
Article in Journal of the American Heart Association, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 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
16 citing papers in PubMed, 23 citations in OpenAlex.
- Cardiovascular Health Equity: Time for a New Era of Science, Sociology, and Interventions.European heart journal · 2026Article
- Global, regional, and national burden of aortic aneurysm and its risk factors, 1990-2021: a systematic analysis for the Global Burden of Disease Study 2021.International journal of surgery (London, England) · 2026Article
- Cardiovascular Health Equity: Time for a New Era of Science, Sociology, and Interventions.Global heart · 2026Article
- SDOH Data as Health Care Data: The Multifaceted, Evolving, and Consequential Role of Law and Policy.Advances in health information science and practice · 2026Review
- Article
- How AI can be used to promote public and population health.Frontiers in public health · 2026Review
- Interventions for health equity with a One Health focus: a review of reviews.Frontiers in public health · 2026Article
- Prevention of type 2 diabetes in migrant populations from low- and middle-income countries living in high-income countries.Diabetologia · 2025Review
- Reshaping the paradigm: towards holistic cardiovascular risk assessment in older adults.Heart (British Cardiac Society) · 2025Article
- Cardiovascular Wellness-The Role of Lifestyle and Health Equity: A Perspective.Health science reports · 2025Article
- Noninvasive biometric monitoring technologies for patients with heart failure.Heart failure reviews · 2025Review
- Composite socio-environmental risk score for cardiovascular assessment: An explainable machine learning approach.American journal of preventive cardiology · 2025Article
- The health data utility and the resurgence of health information exchanges as a national resource.Journal of the American Medical Informatics Association : JAMIA · 2025Article
- Socioeconomic, racial-ethnic, household, and infrastructural disparities of hematologic cancer outcomes in the United States.Blood advances · 2025Article
- Harnessing Electronic Health Records and Artificial Intelligence for Enhanced Cardiovascular Risk Prediction: A Comprehensive Review.Journal of the American Heart Association · 2025Review
- Machine learning to evaluate the relationship between social determinants and diabetes prevalence in New York City.BMJ public health · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 3 institutions in 2 countries.
Funding
Abstract
Background Cardiovascular disease is the leading cause of morbidity and mortality worldwide. Prior research suggests that social determinants of health have a compounding effect on health and are associated with cardiovascular disease. This scoping review explores what and how social determinants of health data are being used to address cardiovascular disease and improve health equity. Methods and Results After removing duplicate citations, the initial search yielded 4110 articles for screening, and 50 studies were identified for data extraction. Most studies relied on similar data sources for social determinants of health, including geocoded electronic health record data, national survey responses, and census data, and largely focused on health care access and quality, and the neighborhood and built environment. Most focused on developing interventions to improve health care access and quality or characterizing neighborhood risk and individual risk. Conclusions Given that few interventions addressed economic stability, education access and quality, or community context and social risk, the potential for harnessing social determinants of health data to reduce the burden of cardiovascular disease remains unrealized.
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.