Evidence map›Paper›PMID 36716367›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2023

A discipline-wide investigation of the replicability of Psychology papers over the past two decades.

Wu Youyou, Yang Yang, Brian Uzzi

Open access · greenAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed
20.8field-weighted citation impact, top 1% of its field
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

25 citing papers in PubMed, 80 citations in OpenAlex.

  1. Article
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  4. Water Is and Is Not HCognitive science · 2025
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  10. Are the Signs of Factor Loadings Arbitrary in Confirmatory Factor Analysis? Problems and Solutions.Structural equation modeling : a multidisciplinary journal · 2025
    Article
  11. Article
  12. Promotional language and the adoption of innovative ideas in science.Proceedings of the National Academy of Sciences of the United States of America · 2024
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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 at 3 institutions in 2 countries.

Wu YouyouDepartment of Psychology and Human Development, Institute of Education, University College London, London WC1H 0AL.ORCID 0000-0002-8081-0817
Yang YangMendoza College of Business, University of Notre Dame, Notre Dame, IN 46556.
Brian UzziKellogg School of Management, Northwestern University, Evanston, IL 60201.
Northwestern University · USUniversity College London · GBUniversity of Notre Dame · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Conjecture about the weak replicability in social sciences has made scholars eager to quantify the scale and scope of replication failure for a discipline. Yet small-scale manual replication methods alone are ill-suited to deal with this big data problem. Here, we conduct a discipline-wide replication census in science. Our sample (

Indexed as

AttentionSocial SciencesHumansMachine LearningProbabilityPsychologyResearch Designmachine learningpsychologyreplicationscience of science

Identifiers

PMID36716367
PMCPMC9963456
OpenAlexW4318577410

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.