Evidence map›Paper›PMID 42907886›Full record

ArticleBMC psychology2026

Development and validation of a scale for measuring irrational behavior in undergraduate students' online discourse.

Zhifang Liu, Chengyu Zhang, Jing Li, Bihua Yan

Abstract readValidation Study
In one paragraph

Article in BMC psychology, 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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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Zhifang LiuSchool of Teacher Development, Shaanxi Normal University, Xi'an, China.
Chengyu ZhangSchool of Teacher Development, Shaanxi Normal University, Xi'an, China.
Jing LiSchool of Teacher Development, Shaanxi Normal University, Xi'an, China.
Bihua YanSchool of Teacher Development, Shaanxi Normal University, Xi'an, China. yanbihua@snnu.edu.cn.

Funding

General Project of Hunan Provincial Philosophy and Social Science, China 22YBA260Project for University Counselors in Humanities and Social Science Research of the Ministry of Education, China 24JDSZ3098
6 · The paper itself

Abstract

introductionThis study aims to develop a scientifically valid and effective scale for measuring irrational behavior in online discourse among undergraduate students, thereby providing a scientific basis for understanding online public opinion in universities.

methodsThe study adopted a mixed-methods design. In the qualitative phase, semi-structured interviews were conducted, and 153 valid open-ended questionnaires were collected. The responses were coded by 5 independent coders, generating an initial item pool spanning four theoretical dimensions, which were then refined by a cross-disciplinary expert panel. In the subsequent quantitative phase, data from 500 students were used for item analysis and exploratory factor analysis (EFA). Confirmatory factor analysis (CFA) and reliability and validity assessments were then performed on a separate sample of 476 students.

resultsThe final scale comprises 28 items across four dimensions: cognitive bias, emotional sensitivity, self-regulation deficiency, and behavioral deviance. The scale demonstrated acceptable construct validity (χ²/df = 2.094; CFI = 0.934, TLI = 0.928, SRMR = 0.057, RMSEA = 0.058), and an internal consistency coefficient of 0.95. Application of the scale revealed significant differences in irrational behavior among university students of different gender, internet usage duration, and family background, whereas no significant grade-related difference was observed.

conclusionsThis newly developed scale provides preliminary psychometric support for assessing irrational behavior in undergraduate students' online discourse. Analysis using this scale may help identify at-risk subgroups in university contexts. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

InternetPsychometricsStudentsAdolescentAdultDigital MediaFactor Analysis, StatisticalFemaleHumansMaleReproducibility of ResultsSurveys and QuestionnairesUniversitiesYoung AdultIrrational behaviorOnline discoursePsychometric validationScale developmentUndergraduate students

Identifiers

PMID42907886
PMCPMC13689072

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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.