Evidence map›Paper›PMID 40515498›Full record

ArticlePersonality & social psychology bulletin2026

The Mismeasure of Culture: Why Measurement Invariance Is Rarely Appropriate for Comparative Research in Psychology.

Kodai Kusano, Jaime L Napier, John T Jost

Abstract read
In one paragraph

Article in Personality & social psychology bulletin, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
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.

Kodai KusanoNew York University Abu Dhabi, United Arab Emirates.ORCID 0000-0002-1919-9609
Jaime L NapierNew York University Abu Dhabi, United Arab Emirates.ORCID 0000-0002-5507-3798
John T JostNew York University, USA.ORCID 0000-0002-2844-4645

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite growing recognition of the need for cross-national or cross-cultural validation of measures in social psychological research, a tension persists between proponents of measurement invariance and practitioners frustrated with stringent standards and ambiguous recommendations. This article critiques common applications of measurement invariance standards and proposes an alternative method for establishing cross-group validity. We highlight how measurement invariance emerged from concerns about fairness in high-stakes individual selections and is based on meta-theoretical assumptions usually irrelevant for drawing cross-societal comparisons. Using the General System Justification Scale as an example, we demonstrate how reliance on a nomological network can ensure meaningful group differences without meeting invariance criteria and show how non-invariance is preferable to approximate (or partial) invariance. We recommend that psychologists interested in cross-group comparisons isolate construct-relevant factors from method bias. Doing so requires defining a priori the goal of scale use and what is "societal" or "cultural" about what is being measured.

Indexed as

Cross-Cultural ComparisonPsychologyHumansReproducibility of ResultsResearch Designcross-cultural psychologycross-cultural researchmeasurement invariancemultigroup confirmatory factor analysisnomological validity

Identifiers

PMID40515498
PMCPMC13310284

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.