Evidence map›Paper›PMID 40424470›Full record

ArticlePloS one2025

Medical rationing choices of laypeople and clinicians are often illogical and inconsistent with their own stated preferences.

Pedram Heydari, Michelle N Meyer, Christopher F Chabris

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Pedram HeydariDepartment of Economics, Northeastern University, Boston, Massachusetts, United States of America.ORCID https://orcid.org/0000-0002-9804-1091
Michelle N MeyerDepartment of Bioethics and Decision Sciences, Geisinger Health System, Danville, Pennsylvania, United States of America.ORCID https://orcid.org/0000-0001-5497-8803
Christopher F ChabrisDepartment of Bioethics and Decision Sciences, Geisinger Health System, Danville, Pennsylvania, United States of America.ORCID https://orcid.org/0000-0002-7379-7378

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The sudden onset, rapid spread, and later surges of the Covid-19 pandemic resulted in shortages of ventilators, pharmaceuticals, and other critical resources, leaving individual clinicians to make rationing decisions for which they had little expertise or training. In two pre-registered experiments with large samples of laypeople (N = 2007) and clinicians (N = 1256), conducted during the first year of the pandemic, we found evidence of two inconsistencies in hypothetical rationing decisions: (1) The choice of which of two patients should receive a medical treatment can be systematically affected by adding a third patient who logically should not receive the treatment (an instance of the attraction effect); (2) Decisions as to which patient should receive the treatment are inconsistent with general rationing policies that participants themselves endorse. We argue that our results provide empirical support for the necessity of predetermined policies administered by independent decision-makers to ensure fairness and consistency, as required by law and ethics, in healthcare rationing choices.

Indexed as

Choice BehaviorCOVID-19Health Care RationingPhysiciansAdultAgedDecision MakingFemaleHumansMaleMiddle AgedPandemicsPatient PreferenceSARS-CoV-2

Identifiers

PMID40424470
PMCPMC12112408

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.