ArticleThe Milbank quarterly2022
A Policy Approach to Reducing Low-Value Device-Based Procedure Use.
Article in The Milbank quarterly, 2022. 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
3 citing papers in PubMed.
- Coverage Limitations for Use of Urine Drug Testing in a State Medicaid Program.JAMA network open · 2026Article
- Evaluation of Payer Policies to Reduce Low-Value Medical Device-Based Procedure Use.JAMA health forum · 2025Article
- Blending De-implementation and Implementation to Promote Adoption of Universal PrEP Guidelines: Determinants, Strategies, and Outcomes.Critical public health · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Policy Points Low-value care is common in clinical practice, leading to patient harm and wasted spending. Much of this low-value care stems from the use of medical device-based procedures. We describe here a novel academic-policymaker collaboration in which evidence-based clinical coverage for device-based procedures is implemented through prior authorization-based policies for Louisiana's Medicaid beneficiary population. This process involves eight steps: 1) identifying low-value medical device-based procedures based on clinical evidence review, 2) quantifying utilization and reimbursement, 3) reviewing clinical coverage policies to identify opportunities to align coverage with evidence, 4) using a low-value device selection index, 5) developing an evidence synthesis and policy proposal, 6) stakeholder engagement and input, 7) policy implementation, and 8) policy evaluation. This strategy holds significant potential to reduce low-value device-based care.
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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.