Evidence map›Paper›PMID 39588278›Full record

ReviewJournal of market access & health policy2024

Economic Evidence on Cost Sharing and Alternative Insurance Designs to Address Moral and Behavioral Hazards in High-Income Health Care Systems: A Systematic Review.

Marlon Graf, James R Baumgardner, Ulrich Neumann, Iris P Brewer, Jacquelyn W Chou, A Mark Fendrick

Abstract readReview
In one paragraph

Review in Journal of market access & health policy, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Marlon GrafPrecision AQ, Bethesda, MD 20814, USA; jim.baumgardner@precisionaq.com (J.R.B.); iris.brewer@precisionaq.com (I.P.B.); jacki.chou@precisionaq.com (J.W.C.).
James R BaumgardnerPrecision AQ, Bethesda, MD 20814, USA; jim.baumgardner@precisionaq.com (J.R.B.); iris.brewer@precisionaq.com (I.P.B.); jacki.chou@precisionaq.com (J.W.C.).ORCID https://orcid.org/0000-0001-8416-3410
Ulrich NeumannJohnson & Johnson Innovative Medicine, Titusville, NJ 08560, USA; uneuman1@its.jnj.com.
Iris P BrewerPrecision AQ, Bethesda, MD 20814, USA; jim.baumgardner@precisionaq.com (J.R.B.); iris.brewer@precisionaq.com (I.P.B.); jacki.chou@precisionaq.com (J.W.C.).
Jacquelyn W ChouPrecision AQ, Bethesda, MD 20814, USA; jim.baumgardner@precisionaq.com (J.R.B.); iris.brewer@precisionaq.com (I.P.B.); jacki.chou@precisionaq.com (J.W.C.).
A Mark FendrickCenter for Value Based Insurance Design (V-BID), University of Michigan, Ann Arbor, MI 48109, USA; amfen@med.umich.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In health insurance, "moral hazard" describes the concept that coverage without an out-of-pocket cost to consumers could result in health care utilization beyond economically efficient levels. In response, payers in the United States (US) have designed pharmaceutical benefit plans with significant cost exposure (e.g., co-pays, co-insurance, or deductibles). While substantial evidence links patient cost exposure to reduced drug spending, it remains unclear to what degree this translates into greater efficiency or an indiscriminate drop in overall consumption also reducing needed utilization. We conducted a systematic literature review to understand whether commonly implemented utilization management (UM) strategies and insurance designs with a behavioral or value-based (BID/VBID) component have been explored as tools to mitigate moral hazard and to assess how cost-sharing policies and innovative insurance designs impact consumer spending. Eligible studies compared conventional cost-exposure policies to BID/VBID, including tiered cost-sharing and other UM strategies. We found that broad implementation of patient cost exposure is not well supported by empirical evidence assessing efficiency-defined as the use of clinically appropriate services with value at or above the marginal cost of health care utilization in the contemporary US setting. As a result, payers and policy makers alike ought to explore insurance alternatives that more closely align health care consumption incentives to value of care.

Indexed as

behavioral hazardefficiencymoral hazardpatient cost exposurepatient cost-sharingpatient out-of-pocket costsvalue-based insurance

Identifiers

PMID39588278
PMCPMC11587077

What OpenQuestion holds

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Registered trials

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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.