Frontiers in Psychology:语言多样性与心理学理论建构
Linguistic diversity and theory in psychological science
Frontiers in Psychology 发表的理论心理学挑战文章指出,心理学理论与实证长期依赖英语母语样本,六本 APA 期刊近五年 74%–91% 的文章数据来自美国、英国、加拿大、澳大利亚和新西兰五国。作者认为英语在书写系统、语法、形态、音系与句法上并不典型,语言多样性缺失会令"心理生活""基本情绪"等理论构念沦为英语的投射,呼吁将语言与文化多样性嵌入心理学理论建构与检验。
SPECIALTY GRAND CHALLENGE article
Front. Psychol., 06 October 2026
Sec. Theoretical and Philosophical Psychology
Volume 17 - 2026 | https://doi.org/10.3389/fpsyg.2026.1866037
1 Introduction
When it comes to understanding the human mind and behavior, theory is often generated from and tested via samples that are not representative of the population as a whole. Over 20 years ago, this problem was brought into sharp focus with a number of authors calling for research in the cognitive and psychological sciences to be more aware of diversity and representativeness (e.g., ; ; )—a point also more recently recognized in comparative cognition (). “WEIRD”—Western, Educated, Industrialized, Rich, Democratic ()—was coined as an acronym to raise awareness that most findings in psychological science and related fields are gleaned from studies with limited participant pools. A decade later, the extent to which such concerns have resulted in changes to practice can be questioned (e.g., ), and a coherent framework to embed linguistic and cultural diversity in psychological theorizing and empirical testing has yet to be established.
In tandem with the recognition of a problem with representativeness in psychological science, two other major issues have emerged as ongoing concerns. First, there is the “reproducibility crisis,” pulling together a range of methodological and statistical issues, including worries regarding sample sizes, statistical reporting, questionable research practices (e.g., P hacking) and publication bias (e.g., ). Second, a range of concerns have been expressed regarding the very nature of theorizing in the psychological sciences. Some have drawn attention to the lack of specificity of theories as one of the origins of the replication crisis itself, calling for more formal theories to be de rigueur in the discipline (e.g., ; ), while others point the finger at the absence of an overarching theory formulation framework that may help to constrain theories to become more appropriately testable (e.g., ), akin to the “levels of explanation” approach proposed by ).
In this article I consider how these three major concerns interconnect in consideration of one of the most essential elements of WEIRDness—the failure to embrace linguistic diversity in both theoretical and empirical psychological science.
2 Linguistic diversity and representativeness
There are over 7,000 spoken and signed languages across the globe (), In contrast to the assumption from generative linguistics that languages share universal features (e.g., ; ), a body of (largely) anthropological linguistic studies has shown that languages vary in significant ways, with diversity found at almost every level of linguistic organization (). For example, languages differ across dimensions including sound systems, phonology, morphology, grammar, orthography, and semantics, leading ) to conclude that diversity is the most remarkable property of language. If the goal of the cognitive and psychological sciences is to identify and study universal psychological processes, akin to Newton's universal laws of physics (), then such linguistic diversity may challenge the very nature of the focus on universals (see for discussion). In light of this linguistic diversity, one can ask how the cognitive and psychological sciences are doing prior to and since ) in terms of sampling speakers of diverse languages. The answer is not very well. The cognitive and psychological sciences have been dominated with publication in English and testing of English-speaking participants. For example, ) noted that the vast majority of articles sampled from each of six major (APA) psychology journals (across disciplines) within the preceding 5-year period reported data from English-speaking samples (ranging from 74% to 91% of articles across the six journals). Moreover, these English-speaking samples were from just five countries: United States, UK, Canada, Australia, and New Zealand. ) note that this state of affairs has barely changed in the intervening 10-year period, with a continued preponderance of samples (and authors) from English-speaking countries.
This “Anglocentric” bias may partly be due to the fact that English is spoken by a large percentage of the world's population (around one sixth speak English to a degree of proficiency; Ethnologue), as well as the continued dominance of psychology research in English speaking countries (). If English can be regarded as prototypical of the world's languages, this bias might not be such a problem. But as ) point out, English is atypical of the world's languages with respect to many key properties, including its writing system, grammaticalized categories, morphology, phonology and syntax (see for discussion).
This Anglocentric bias is also important for the generation of theory in the psychological and cognitive sciences, given the dominance of psychologists working in English (; ). A lack of awareness of linguistic diversity can bring with it the assumption that the distinctions in one's language are universal categorical distinctions when they are not, affecting the construction of theory.
Indeed, there are many cases where central psychological theoretical constructs may be a direct reflection of the language of the psychologists doing the theorizing rather than universal concepts sitting outside of language (; ). For example, it is tempting to think that psychology is the science of the “mind” and that “mental life” is a uniform concept across languages and cultures. But as ) show, although it can be argued that a mind-body distinction may be universal, exactly how components of mental life (especially social-emotional components) are conceptualized differs substantially across languages and cultures (see also ). To give a second example, the idea that there is a set of basic emotions with privileged status in human mental life and social interactions (e.g., as proposed by ) has been challenged on the basis that the “enterprise is bedeviled by an overreliance on English affective terms” (, p. 41). ) discusses the failure of high-frequency English “basic” emotion words to translate directly into other languages, noting for example that Russian does not have words that mean the same as “sadness” and “anger” in English. Thus, at the broadest level of theory, English-speaking psychologists make assumptions about central constructs that are not universally lexicalized/conceptualized across languages.
Moreover, there is much evidence that the language one speaks is associated with behavioral differences across a broad range of domains. Three examples will make this clear. First, ) investigated the relationship between the grammatical encoding of past and future in languages (future time reference) and a range of societal-level behaviors, finding that societies with languages that grammatically associate the future and the present (e.g., today it rains; tomorrow it rains) are 31 percent more likely to have saved money in any given year, have accumulated 39 percent more wealth by retirement, are 24 percent less likely to smoke, are 29 percent more likely to be physically active, and are 13 percent less likely to be medically obese, compared to societies with languages that do not associate past and future (e.g., today it rains; tomorrow it will rain). Second, languages encode number in different ways (see ), with some languages possessing only approximate number terms (akin to vague quantifiers, such as few, some, and lots of, in English) while others have exact (recursive) number systems (e.g., English). It has been shown that the Pirahã, an Amazonian people with an absence of exact number terms in their language, are inaccurate in remembering large quantities compared to English speakers (; ). Third, color vocabularies exhibit considerable cross-linguistic variation, and a body of evidence indicates that speakers of different languages show different patterns of color discrimination (see for a review), with effects emerging as early as 100 ms after viewing a color (e.g., ). While the relationship between language, cognition and culture is clearly complex (see for discussion), the evidence that the language one speaks influences a wide range of behaviors is compelling.
So most studies in psychology remain dominated by testing English speakers. However, it is important to note that the scientific study of language itself is not immune to this Anglocentric bias. ) document a lack of diversity of languages in a sample over 5,500 published psycholinguistic studies over a 20-year period, with 45% of published studies on English, and 76% overall comprising data from English and only nine other languages. Another key concern is that linguistics itself in many quarters lacks the methodological rigor that psychologists have been aspiring to for many years. The normative model in anthropological linguistics is to work with a small number of linguistic informants to glean information about language. This makes an implicit assumption that speakers of a language may make the same distinctions, and therefore that a few speakers of a language are representative of the population from which they are drawn. This assumption has recently been challenged with a large-scale study of spatial demonstratives (e.g., this/that/here/there) across 29 languages. ) tested the production of demonstratives experimentally with sample sizes with sufficient power to quantify variation both between and within languages. For all 29 languages tested, significant within-language variation was found, challenging the view that generalizations about a language can be made from a handful of linguistic informants. Variation within a population is something that is often overlooked in typical anthropological studies with small numbers of participants, and large-scale cross-linguistic experimental studies are relatively rare (cf. ; ).
3 The way forward? Linguistic diversity and psychological science
In this last section, I briefly consider how linguistic diversity can be embraced by psychological science in light of the three crises identified at the start—diversity/representativeness, reproducibility, and theory construction in psychology.
3.1 Diversity/representativeness and reproducibility
One can ask what can be done to improve consideration of linguistic (and cultural) diversity in both psychological scientific theory and empirical testing. If the goal of the cognitive and psychological sciences is to identify what is and is not universal for our species, psychological science should move to conducting large-scale (suitably powered) studies across multiple languages and cultures as a matter of course. Practically this is challenging, given that research funding is still largely nationally determined, and the contact base for most researchers does not include extensive networks of researchers working on other languages and cultures. However, the Open Science Collaboration and the Many Babies Project (https://manybabies.org/) are examples of large-scale collaborative networks of researchers addressing issues of reproducibility across multiple labs, and some examples of such cross-linguistic collaborations across large numbers of languages and teams (e.g., ; ) show that such endeavors are possible. Funders would do well to encourage more collaborative projects at the required scale. Of course, in doing so, multiple sites collecting data across languages also plays to several of the key concerns identified in the reproducibility crises. Namely, establishing if phenomena generalize beyond specific samples and if the methods are reproducible across diverse populations.
At a smaller scale, ) suggests that culturally informed, theoretically motivated sampling can provide a useful model for research where larger scale sampling is not possible. To do so, researchers can select cultures and languages that are maximally distinct for the research question at stake as a (more modest) test of universals, with iterative testing/replication across other languages that are similarly (maximally) distinct.
Practically many researchers lack the knowledge of other languages and cultures to be able to select samples that are maximally distinct. Part of the issue here is that psychologists are simply not adequately trained in linguistic and cultural diversity. National and international bodies representing the discipline need to encourage university/school programs for undergraduates and graduates to include training in this area.
Finally, there is a need for journals and learned bodies to develop guidelines for reporting and to improve publication practices to encourage diversity in sampling. This should include explicit declarations regarding samples and assumptions at all stages of reporting. ) note that English-language researchers do not have to mention (in titles, abstract, or limitations in discussions) that their findings pertain only to English, but this is not the case for researchers reporting results for other languages. Moreover, ) call for an explicit statement regarding the environment/group tested and whether this group is universal or group specific. Publication outlets should also prioritize publishing findings from diverse samples recognizing the importance of such endeavors to theory development in the psychological and cognitive sciences.
3.2 Theory construction
Linguistic diversity must also be considered in relation to the whole research process, and not just in terms of testing across diverse languages and cultures. At the level of construction of a theory, a key element that is often missed is the extent to which the construction of a theory is bound by the language in which it is constructed, and relatedly if a theory can withstand scrutiny across language contexts. I provided some examples earlier, but examples are pervasive across the spectrum of psychological science subdisciplines. Ideally, at the point of construction of a theory one can ask if the constructs emerging may be language specific or if they are robust across languages. Perhaps the easiest way in which this can be done is to interact with psychologists working in diverse languages where possible. The idea from ) for culturally informed, theoretically motivated sampling can be extended to the construction of research teams, where theory is constructed by sampling theorists working in diverse languages. This comes back to the dominance of English and only a few other languages as the language of psychological science—the push for diversity and representativeness of researchers at conferences and in journal editorial boards, etc. becomes central to questioning if the constructs can be truly universal. At the very least, theories need to acknowledge possible constraints from the language in which theories are constructed.
4 Conclusions
A tacit assumption in the psychological and cognitive sciences is that languages are essentially all the same. As Pinker put it “a visiting Martian scientist would surely conclude that aside from their mutually unintelligible vocabularies Earthlings speak a single language” (, p. 232). This assumption has been challenged with evidence of substantive variation across all levels of language structure. If the goal of cognitive and psychological sciences is to search for universal constructs, embracing linguistic diversity both in theory and practice is essential for advancement of these disciplines.
Statements
Author contributions
KC: Writing – original draft, Writing – review & editing.
Funding
The author(s) declared that financial support was received for this work and/or its publication. This research was funded by Economic and Social Research Council Grant number UKRI747 awarded to Kenny R. Coventry.
Conflict of interest
The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
References
1
AndrewsK.MonsóS. (2025). Does comparative cognition have a WEIRD problem?J. Comp. Psychol. 140, 4–10. doi: 10.1037/com0000423
2
ApicellaC.NorenzayenA.HenrichJ. (2020). Beyond WEIRD. A review of the last decade and a look ahead to the global laboratory of the future. Evol. Hum. Behav.41, 319–329. doi: 10.1016/j.evolhumbehav.2020.07.015
3
ArnettJ. J. (2008). The neglected 95%: why American psychology needs to become less American. Am. Psychol.63, 602–614. doi: 10.1037/0003-066X.63.7.602
4
AtranS.MedinD. L.RossN. O. (2005). The cultural mind: environmental decision making and cultural modelling within and across populations. Psychol. Rev.112, 744–776. doi: 10.1037/0033-295X.112.4.744
5
BerghoffR.BylundE. (2025). Diversity in research on the psychology of language: a large-scale examination of sampling bias. Cognition256:106043.
6
BlasiD. E.HenrichJ.AdamouE.KemmererD.MajidA. (2022). Over-reliance on English hinders cognitive science. Trends Cogn. Sci.26, 1153–1170. doi: 10.1016/j.tics.2022.09.015
7
BrickC.HoodB.EkrollV.de-WitL. (2022). Illusory essences: a bias holding back theorizing in psychological science. Perspect. Psychol. Sci.17, 491–506. doi: 10.1177/1745691621991838
8
ChenM. K. (2013). The effect of language on economic behavior: evidence from saving rates, health behaviors, and retirement assets. Am. Econ. Rev.103, 690–731. doi: 10.1257/aer.103.2.690
9
ChomskyN. (1986). Knowledge of Language: Its Nature, Origin and Use. New York, NY: Praeger.
10
CoventryK. R.GuddeH. B.DiesselH.CollierJ.Guijarro-FuentesP.VulchanovaM.et al. (2023). Spatial communication systems across languages reflect universal action constraints. Nat. Hum. Behav.7, 2099–2110. doi: 10.1038/s41562-023-01697-4
11
EkmanP. (1992). An argument for basic emotions. Cogn. Emot.6, 169–200. doi: 10.1080/02699939208411068
12
Ethnologue (2026). Languages of the World. Available online at: www.ethnologue.com (Accessed February 1, 2026).
13
EvansN.LevinsonS. C. (2009). The myth of language universals: language diversity and its importance for cognitive science. Behav. Brain Sci.32, 429–492. doi: 10.1017/S0140525X0999094X
14
FrankM. C.EverettD. L.FedorenkoE.GibsonE. (2008). Number as a cognitive technology: evidence from Pirahã language and cognition. Cognition108, 819–824. doi: 10.1016/j.cognition.2008.04.007
15
GordonP. (2004). Numerical cognition without words: evidence from Amazonia. Science306, 496–499. doi: 10.1126/science.1094492
16
HenrichJ.HeineS. J.NorenzayanA. (2010). The weirdest people in the world. Behav. Brain Sci.33, 61–83. doi: 10.1017/S0140525X0999152X
17
KroupinI.DavisH. E.HenrichJ. (2025). Beyond Newton: why assumptions of universality are critical to cognitive science, and how to finally move past them. Psychol. Rev.132, 291–310. doi: 10.1037/rev0000480
18
LevinsonS. C. (2012). The original sin of cognitive science. Top. Cogn. Sci.4, 396–403. doi: 10.1111/j.1756-8765.2012.01195.x
19
LillardA. (1998). Ethnopsychologies: cultural variations in theories of mind. Psychol. Bull.123, 3–32. doi: 10.1037/0033-2909.123.1.3
20
LupyanG.RahmanR. A.BoroditskyL.ClarkA. (2020). Effects of language on visual perception. Trends Cogn. Sci.24, 930–944. doi: 10.1016/j.tics.2020.08.005
21
MajidA. (2023). Establishing psychological universals. Nat. Rev. Psychol.2, 199–200. doi: 10.1038/s44159-023-00169-w
22
MajidA.RobertsS. G.CilissenL.EmmoreyK.NicodemusB.O'GradyL.et al. (2018). Differential coding of perception in the world's language. Proc. Natl. Acad. Sci. U. S. A.115, 11369–11376. doi: 10.1073/pnas.1720419115
23
MarrD. (1982). Vision: A Computational Investigation into the Human Representation and Processing of Visual Information. Cambridge, MA: MIT Press.
24
NorenzayanA.HeineS. J. (2005). Psychological universals: what are they and how can we know?Psychol. Bull.131, 763–784. doi: 10.1037/0033-2909.131.5.763
25
OberauerK.LewandowskyS. (2019). Addressing the theory crisis in psychology. Psychon. Bull. Rev.26, 1596–1618. doi: 10.3758/s13423-019-01645-2
26
Open Science Collaboration (2015). Estimating the reproducibility of psychological science. Science349:aac4716. doi: 10.1126/science.aac4716
27
OrtonyA. (2022). Are all “basic emotions” emotions? A problem for the (basic) emotions construct. Perspect. Psychol. Sci.17, 41–61. doi: 10.1177/1745691620985415
28
PinkerS. (1994). The Language Instinct. New York, NY: W. Morrow and Company. doi: 10.1037/e412952005-009
29
RozinP. (2001). Social psychology and science: some lessons from Solomon Asch. Pers. Soc. Psychol. Rev.5, 2–14. doi: 10.1207/S15327957PSPR0501_1
30
ThalmayerA. G.ToscanelliC.ArnettJ. J. (2021). The neglected 95% revisited: is American psychology becoming less American?Am. Psychol.76, 116–129. doi: 10.1037/amp0000622
31
ThierryG.AthanasopoulosP.WiggettA.DeringB.KuipersJ.-R. (2009). Unconscious effects of language-specific terminology on preattentive color perception. Proc. Natl. Acad. Sci. U. S. A.106, 4567–4570. doi: 10.1073/pnas.0811155106
32
van DongenN.van BorkR.FinnemannA.HaslbeckJ. M. B.van der MaasH. L. J.RobinaughD. J.et al. (2025). Productive explanation: a framework for evaluating explanations in psychological science. Psychol. Rev.132, 311–329. doi: 10.1037/rev0000479
33
van RooijI.BaggioG. (2021). Theory before the test: how to build high-verisimilitude explanatory theories in psychological science. Perspect. Psychol. Sci.16, 682–697. doi: 10.1177/1745691620970604
34
WeismanK.LegareC. H.SmithR. E.DzokotoV. A.AulinoF.NgE.et al. (2021). Similarities and differences concepts of mental life among adults and children in five cultures. Nat. Hum. Behav.5, 1358–1368. doi: 10.1038/s41562-021-01184-8
35
WierzbickaA. (1999). Emotions Across Languages and Cultures: Diversity and Universals. Cambridge, MA: Cambridge University Press. doi: 10.1017/CBO9780511521256
36
WierzbickaA. (2013). Imprisoned in English: The Hazards of English as a Default Language. Oxford and New York, NY: Oxford University Press. doi: 10.1093/acprof:oso/9780199321490.001.0001
37
XuY.LiuE.RegierT. (2020). Numerical systems across languages support efficient communication: from approximate number to recursion. Open Mind4, 57–70. doi: 10.1162/opmi_a_00034
Keywords
crises, grand challenge, linguistic diversity, theory development, universals
Citation
Coventry KR (2026) Linguistic diversity and theory in psychological science. Front. Psychol. 17:1866037. doi: 10.3389/fpsyg.2026.1866037
Received
27 April 2026
Revised
26 August 2026
Accepted
02 September 2026
Published
06 October 2026
Volume
17 - 2026
Edited and reviewed by
Axel Cleeremans, Université Libre de Bruxelles, Belgium
Updates
Copyright
© 2026 Coventry.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Kenny R. Coventry, k.coventry@uea.ac.uk
Disclaimer
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.
来源:Frontiers in Psychology · frontiersin.org
猜你喜欢
- Frontiers in Psychology:高屏幕时间儿童的语言发育预警指标网络连接更密集Frontiers in Psychology · 1 天前
- 研究用眼动、EEG 与语义差异量表考察 AI 生成中国水墨画的观看反应Frontiers in Psychology · 7 天前
- Frontiers in Psychiatry研究:PHQ-9不适合作为基层首诊心理健康筛查工具Frontiers in Psychiatry · 2 小时前
- Frontiers in Psychology 研究:体育赛事公平事件对社会信任的溢出效应Frontiers in Psychology · 1 天前
- Frontiers in Psychology 发表癌症观察等待患者体验的质性系统综述与主题综合Frontiers in Psychology · 1 天前