Evidence map›Paper›PMID 42745005›Full record

ArticleNature human behaviour2026

Defining collectivism as duties in relationships rather than generalized warmth improves predictive validity in 100 cultures.

Thomas Talhelm, Liuqing Wei, Rui Sun, Danila Medvedev, Álvaro San Martin, May Helmy, Adil Samekin, Alejandra Zaragoza Scherman, Alexander S English, Responsibilism Collaboration Team

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Article in Nature human behaviour, 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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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

10 authors.

Thomas TalhelmDepartment of Psychology, Arizona State University, Tempe, AZ, USA. Thomas.Talhelm@asu.edu.ORCID http://orcid.org/0000-0002-0954-5758
Liuqing WeiDepartment of Psychology, Hubei University, Wuhan, China. weiliuqing1985@126.com.ORCID http://orcid.org/0000-0001-6488-7454
Rui SunDepartment of Marketing, ESADE Business School, Barcelona, Spain.
Danila MedvedevDispute Resolution Research Center, Kellogg School of Management, Northwestern University, Evanston, IL, USA.
Álvaro San MartinManaging People in Organizations, IESE Business School, Madrid, Spain.ORCID http://orcid.org/0000-0001-7168-3214
May HelmySultan Qaboos University, Psychology Department, College of Education, Muscat, Oman.
Adil SamekinSchool of Liberal Arts, M. Narikbayev KAZGUU University, Astana, Kazakhstan.
Alejandra Zaragoza SchermanDepartment of Psychology and Behavioural Sciences, Aarhus University, Aarhus, Denmark.ORCID http://orcid.org/0000-0001-7239-3200
Alexander S EnglishCenter for Behavioral Research Across Cultures, School of Psychology, Wenzhou-Kean University, Wenzhou, China. aenglish@kean.edu.ORCID http://orcid.org/0000-0002-0142-146X
Responsibilism Collaboration Team

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Experts widely agree that East Asian cultures are more collectivistic than Western cultures. Yet 76 survey studies found no reliable difference. Our explanation is that the most-used surveys are contaminated with 'warm fuzzy' items, which describe warmth and prosociality towards everyone near and far. We argue that collectivism is better understood as 'responsibilism', which emphasizes responsibilities in close relationships. A survey found that many cultural psychologists expect collectivistic cultures to agree with warm fuzzy items. Then we developed a responsibilism scale and tested 12,247 people in 100 cultures. Results showed large cultural differences (d = 3.98 [2.50, 5.43]) that were previously obscured by flawed measurement. Responsibilism predicted differences across societies (such as family ties and corruption) and individuals (social class and politics) that most earlier scales missed. This study offers a solution to previous puzzling findings by distinguishing warm fuzzy prosociality from responsibilism and introducing a scale with stronger predictive validity.

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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.