ArticleHealth affairs scholar2023
Barriers primary care clinic leaders face to improving value in a consumer choice health plan design.
Article in Health affairs scholar, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- Dynamic copay health plans, AI-enabled price transparency, and member experience.Health affairs scholar · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Primary care clinics are a frequent focus of policy initiatives to improve the value of health care; yet, it is unclear whether they have the ability or incentive to take on the additional tasks that these initiatives ask of them. This paper reports on a qualitative study assessing barriers that clinic leaders face to reducing cost within a tiered cost-sharing commercial health insurance benefit design that gives both consumers and clinics a strong incentive to reduce cost. We conducted semi-structured interviews of clinical and operational leaders at a diverse set of 12 Minnesota primary care clinics and identified 6 barriers: insufficient information on drivers of cost; clinics controlling a portion of spending; patient preference for higher cost specialists; administrative challenges; limited resources; and misalignment of incentives. We discuss approaches to reducing these barriers and opportunities to implement them.
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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.