Evidence map›Paper›PMID 41508049›Full record

ArticleResearch integrity and peer review2026

Reverse spin bias: preliminary observations of reporting bias in medical systematic reviews.

Renée O'Leary, Giusy Rita Maria La Rosa, Riccardo Polosa

Abstract readLetter
In one paragraph

Article in Research integrity and peer review, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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.

Renée O'LearyCentre of Excellence for the Acceleration of Harm Reduction, University of Catania, Via Santa Sofia, 89 Torre Biologica 11 Piano, Catania, 95123, Italy. renee.oleary@eclatrbc.it.ORCID http://orcid.org/0000-0001-7412-045X
Giusy Rita Maria La RosaDepartment of Clinical and Experimental Medicine, University of Catania, Catania, Italy.ORCID http://orcid.org/0000-0001-5127-5299
Riccardo PolosaCentre of Excellence for the Acceleration of Harm Reduction, University of Catania, Via Santa Sofia, 89 Torre Biologica 11 Piano, Catania, 95123, Italy.ORCID http://orcid.org/0000-0002-8450-5721

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWhile conducting an umbrella review of e-cigarettes for smoking cessation, we observed that in many instances, systematic review authors reported findings favorable to the treatment, yet they declined to recommend it or recommended against it despite the evidence of its effectiveness in their own systematic reviews. EXISTING LITERATURE: We searched the literature for a term or category to describe this form of reporting bias where the authors' recommendations dismiss their findings of treatment benefit. Ideally the term spin bias should apply to any conclusion or recommendation not supported by the findings of the study, but in practice spin bias is almost exclusively applied to the narrative attribution of significance or causation to statistically non-significant data or findings. ISSUE UNDER DISCUSSION: After observing that many systematic review authors dismissed their findings of effectiveness for e-cigarettes for cessation, we wondered if this form of reporting bias also occurs in the systematic reviews on other controversial treatments. We made a rapid search for recent systematic reviews on medical cannabis for pain, another controversial treatment. Here also we observed that many authors did not recommend cannabis for pain management even though their findings clearly showed treatment benefit. We tentatively offer the term reverse spin bias for the narrative discounting or dismissal of statistically significant findings. We catalogued the narrative turns that enabled reverse spin bias in 20 systematic reviews of e-cigarettes for cessation and medical cannabis for pain. We identified five mechanisms: discount the evidence base, discredit the primary studies, appeal to fear, dismiss the treatment modality a priori, and omit findings. We speculate that authors introduce reverse spin bias to improve their chances for publication or to support their position about a treatment.

conclusionA standard task for editors and peer reviewers is confirming that treatment recommendations are supported by the review's data, yet our examples strongly suggest that this examination for reporting bias is frequently skipped. By proposing a new term, reverse spin bias, we hope to bring stronger scrutiny to bear on these instances of reporting bias that are detrimental to evidence-informed clinical practice.

Indexed as

Confirmation biasE-cigarettesMedical cannabisReporting biasSpin biasSystematic reviews

Identifiers

PMID41508049
PMCPMC12784479

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.