ArticleJournal of general internal medicine2022
Achieving Large-Scale Quality Improvement in Primary Care Annual Wellness Visits and Hierarchical Condition Coding.
Article in Journal of general internal medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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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
6 citing papers in PubMed, 9 citations in OpenAlex.
- Factors Influencing Healthcare-Seeking Preferences Among Patients in County Medical Consortium in China: A Discrete Choice Experiment.Patient preference and adherence · 2026Article
- Optimizing Medicare Annual Wellness Visits Through Quality Improvement: Leveraging Process, Continuity, and Combined Visits.Annals of family medicine · 2025Article
- Longitudinal analysis of Annual Wellness Visit use among Medicare enrollees: Provider, enrollee, and clinic factors.Journal of the American Geriatrics Society · 2025Observational
- The Medicare annual wellness visit: An opportunity to improve health system identification of hearing loss?Journal of the American Geriatrics Society · 2024Article
- Reducing catheter-associated urinary tract infections in a large health system: a quality improvement approach using a fractal management system.Antimicrobial stewardship & healthcare epidemiology : ASHE · 2024Article
- The Annual Wellness Visit Health Risk Assessment: Potential of Patient Portal-Based Completion and Patient-Oriented Education and Support.Innovation in aging · 2024Article
Corrections and comments
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Authors and funding
12 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCompletion of Medicare Annual Wellness Visits (AWV) and documentation of Hierarchical Condition Categories (HCC) are important metrics in accountable care organizations (ACO) with quality and financial implications. To improve performance in large healthcare organizations, quality improvement (QI) efforts need to be scaled up in a way that is feasible within available system-wide resources.
objectiveWe describe a 3-year effort using a multifaceted QI framework called the fractal management system for AWV and HCC performance.
designPre-post evaluation of a multi-level, health system-wide QI management system intervention between 2018 and 2020. The system provided project management, coaching, communications, feedback of performance, and health informatics.
participantsThe intervention was delivered to all 97 primary care practices within an Ohio-based accountable care organization, comprising 72,603 attributed Medicare and Medicare Advantage patients as of 2018. Eighty-nine of these practices were included in the analysis. APPROACH: AWV completion was defined as percent of eligible patients with a documented AWV during the calendar year. HCC completion was defined as documented reassessment of all prior-year HCC conditions. KEY
resultsAWV completion at the practice level increased from 23.7% (SD .14) in 2018 to 34.9% (SD .18) in 2019, and 59.8% (SD .17) in 2020. This was a statistically significant effect of time on AWV completion rates overall (F[2, 87] = 164.43, p < .000). More than half (56.2%) of practices met or exceeded the 60% goal in 2020. Practice-level HCC completion tracking started in 2019 (M = 75.9%, SD 7.4%) and increased in 2020 (M = 79.7%, SD 7.1%); t(172) = 2.0, p < .001.
conclusionsAWV and HCC performance goals were met in 2020, despite service disruptions due to COVID-19. The QI approach we used is applicable to other problems and other large healthcare systems.
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