ArticlePsychological science2025
Disagreeing Perspectives Enhance Inner-Crowd Wisdom for Difficult (but Not Easy) Questions.
Article in Psychological science, 2025. 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
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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.
- An ensemble method utilising multiple thinking styles that boosts the wisdom-of inner- crowd effect.Scientific reports · 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
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Recently, it has been demonstrated that taking a disagreeing perspective increases the accuracy of inner crowds by enhancing estimation diversity. An insightful commentary reanalyzed the data using maximal random structure models and found no increase in accuracy when taking a disagreeing perspective. These findings present a curious challenge for inner-crowd research and hint at the importance of question variability. Here, we present the results of three preregistered experiments (total
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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.