ArticleHealth services research2023
Effects of Medicare Advantage on preventive care use and health behavior.
Article in Health services research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 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.
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Who cites it
3 citing papers in PubMed, 3 citations in OpenAlex.
- Assessment of Medicare Advantage Stars Measures: Impact on Kidney Care Quality and Future Opportunities.Journal of the American Society of Nephrology : JASN · 2026Article
- The Role of Medicare Insurance Coverage Type in Annual Wellness Visits: A Comparison Between Traditional Medicare and Medicare Advantage Plan.Journal of general internal medicine · 2026Article
- Effects of Medicare Advantage on preventive care use and health behavior.Health services research · 2023Article
Corrections and comments
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Authors and funding
1 author at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo examine the effects of Medicare Advantage (MA) enrollment on preventive care use and health behavior. DATA SOURCES: The Medicare Current Beneficiary Survey, the Area Health Resources File, the Geographic Variation Public Use File, and the Centers for Medicare and Medicaid Services annual risk and ratebook files for 2012-2016. STUDY
designOutcomes included 11 measures of preventive care use and six measures of health behavior. My primary independent variable was MA enrollment. For each outcome, I first conducted linear regression analysis while adjusting for individual-level and county-level characteristics. Then, I conducted the following alternative analyses to account for differences in observed and/or unobserved characteristics between MA and traditional Medicare (TM) enrollees: propensity score (PS) matching analysis and instrumental variable (IV) analysis. DATA COLLECTION/EXTRACTION
methodsI extracted 9399 MA enrollees and 15,543 TM enrollees.
findingsLinear regression and PS matching analyses showed that MA enrollment was statistically significantly associated with higher likelihood of having blood pressure measurement, cholesterol measurement, and influenza vaccine, lower likelihood of receiving an HbA1C test, and higher likelihood of currently smoking. However, the magnitude of the associations was small. There were no statistically significant associations in other measures. IV analyses also found no or limited evidence that MA enrollment led to statistically significant changes in preventive care use and health behavior. Specifically, MA enrollment led to statistically significant improvements in the likelihood of doing any physical activities (1.29 [95% CI: 0.51-2.07]) or doing muscle-strengthening activities (0.72 [95% CI: 0.03-1.41]). No statistically significant changes were observed in other measures.
conclusionsMA plans may not necessarily increase the use of preventive services and improve health behaviors. As improvements in preventive services and health behavior may have the potential to achieve better outcomes while lowering costs, policy makers should consider developing targeted interventions for MA to achieve those improvements.
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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.