SynthesisBMC medical research methodology2013
A systematic review of publications assessing reliability and validity of the Behavioral Risk Factor Surveillance System (BRFSS), 2004-2011.
Synthesis in BMC medical research methodology, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 296 papers, 2 of them syntheses that pooled 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.
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.
Improving Awareness, Knowledge and Heart-related Lifestyle of Coronary Heart Disease Among Working Population Through a mHealth Programme
A Study to Evaluate Health Behavior and Access Impacts Due to COVID-19 and for Community Engagement of Stakeholders Surrounding Scarce Resource Allocation Policy.
Who cites it
296 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- A systematic review of validity of US survey measures for assessing substance use and substance use disorders.Systematic reviews · 2024Pooled it
- E-cigarette use and respiratory disorders: an integrative review of converging evidence from epidemiological and laboratory studies.The European respiratory journal · 2021Pooled it
- Addressing the knowledge and recruitment gap in Alzheimer's disease and precision medicine research among Native people: an innovative randomized controlled trial.Ethnicity & health · 2025Trial
- Effect of Adapted Mindfulness Training in Participants With Elevated Office Blood Pressure: The MB-BP Study: A Randomized Clinical Trial.Journal of the American Heart Association · 2023Trial
- Factors related to recruitment and retention of patients into diabetes group visits in Federally Qualified Health Centers.Journal of evaluation in clinical practice · 2023Trial
- Mental Health in Regularly Collected Nationally Representative U.S. Surveys: What's Measured and What's Missing?Administration and policy in mental health · 2026Article
- Prevalence of preventive cancer screening in skin cancer survivors is greater compared to non-cancer individuals: a retrospective cross-sectional analysis.International journal of women's dermatology · 2026Article
- Factors Associated With the Rising Trend in Self-Reported Cognitive Disability Among U.S. Adults Aged 18-39 From 2013-2024.Annals of clinical and translational neurology · 2026Article
- Racial Disparities and Social Determinants of Long COVID in the United States: Evidence from the 2022 Behavioral Risk Factor Surveillance System.Journal of racial and ethnic health disparities · 2026Article
- First dual-frame telephone survey for non-communicable disease risk and protective factors: Methods and main findings from a central Brazilian state, 2022.Public health in practice (Oxford, England) · 2026Article
- Social Determinants of Health/Health Equity and Hypertension Prevalence Among Mississippi Adults.International journal of environmental research and public health · 2026Article
- Occupational and socioeconomic predictors of myocardial infarction and coronary heart disease: a machine learning analysis.BMC public health · 2026Article
- Kidney disease and determinants of health as correlates to primary bone cancer: a cross-sectional US population-based study.BMC nephrology · 2026Article
- A Standardized Statistical Framework for Population Surveillance Using the National Health Interview Survey.JACC. Advances · 2026Article
- Predicting cardiovascular diseases using imbalanced data: An XGBoost-based analysis of the 2022 BRFSS dataset.American heart journal plus : cardiology research and practice · 2026Article
- Present but Overlooked: A Scoping Review of Instruments and Approaches for Measuring Presenteeism Related to Alcohol, Tobacco, and Drug Use.Journal of occupational rehabilitation · 2026Review
- Health access and prevention under Arkansas' market-based Medicaid expansion.Health affairs scholar · 2026Article
- Association between sleep duration and healthy aging among older adults: evidence from the Behavioral Risk Factor Surveillance System.BMC geriatrics · 2026Article
- Functional disability and multidimensional hardship among cancer survivors in the USA: a nationally representative study.Journal of cancer survivorship : research and practice · 2026Article
- Social determinants of health to predict health-related quality of life in diabetes patients: explainable machine learning approaches.Endocrine · 2026Article
236 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn recent years response rates on telephone surveys have been declining. Rates for the behavioral risk factor surveillance system (BRFSS) have also declined, prompting the use of new methods of weighting and the inclusion of cell phone sampling frames. A number of scholars and researchers have conducted studies of the reliability and validity of the BRFSS estimates in the context of these changes. As the BRFSS makes changes in its methods of sampling and weighting, a review of reliability and validity studies of the BRFSS is needed.
methodsIn order to assess the reliability and validity of prevalence estimates taken from the BRFSS, scholarship published from 2004-2011 dealing with tests of reliability and validity of BRFSS measures was compiled and presented by topics of health risk behavior. Assessments of the quality of each publication were undertaken using a categorical rubric. Higher rankings were achieved by authors who conducted reliability tests using repeated test/retest measures, or who conducted tests using multiple samples. A similar rubric was used to rank validity assessments. Validity tests which compared the BRFSS to physical measures were ranked higher than those comparing the BRFSS to other self-reported data. Literature which undertook more sophisticated statistical comparisons was also ranked higher.
resultsOverall findings indicated that BRFSS prevalence rates were comparable to other national surveys which rely on self-reports, although specific differences are noted for some categories of response. BRFSS prevalence rates were less similar to surveys which utilize physical measures in addition to self-reported data. There is very little research on reliability and validity for some health topics, but a great deal of information supporting the validity of the BRFSS data for others.
conclusionsLimitations of the examination of the BRFSS were due to question differences among surveys used as comparisons, as well as mode of data collection differences. As the BRFSS moves to incorporating cell phone data and changing weighting methods, a review of reliability and validity research indicated that past BRFSS landline only data were reliable and valid as measured against other surveys. New analyses and comparisons of BRFSS data which include the new methodologies and cell phone data will be needed to ascertain the impact of these changes on estimates in the future.
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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.