Evidence map›Paper›PMID 40799854›Full record

ArticleCureus2025

Personality Traits and E-learning Course Satisfaction: A Study of Health Science Students.

Asieh Ashouri, Mahdokht Taheri, Mahboobeh Rasouli, Sepideh Rouhalamin

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Article in Cureus, 2025. 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

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Asieh AshouriEducational Development Center, Medical Education Research Center, Guilan University of Medical Sciences, Rasht, IRN.
Mahdokht TaheriEducational Development Center, Medical Education Research Center, Guilan University of Medical Sciences, Rasht, IRN.
Mahboobeh RasouliDepartment of Biostatistics, School of Public Health, Iran University of Medical Sciences, Tehran, IRN.
Sepideh RouhalaminEducational Development Center, Medical Education Research Center, Guilan University of Medical Sciences, Rasht, IRN.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background Personality traits influence various aspects of life, including educational experiences, and learner satisfaction is a crucial determinant of an effective educational system. Understanding the relationship between learners' personality traits and their satisfaction with e-learning courses may highlight the need for tailored instructional designs that accommodate individual differences and enhance the personalized educational experience. This study aimed to investigate how different personality traits, based on the Big Five Personality Inventory (BFI), correlate with students' satisfaction in e-learning environments. Methodology In this cross-sectional study conducted in 2022, data were collected from health faculty students who had utilized e-learning for a minimum of one academic semester. Participants self-reported their demographic information, completed the BFI (44-item version) questionnaire, and filled out the Online Course Satisfaction Survey, including subscales of satisfaction with the (a) instructor, (b) technology, (c) course setting, (d) interaction, (e) outcomes, and (f) overall satisfaction. Both instruments are valid and reliable measures. The data were analyzed using hierarchical regression models. Results The study involved 183 participants, 138 (75%) of whom were female, with an average age of 23 years. Among the Big Five personality traits, the highest mean scores were observed for agreeableness, followed by openness to experience, conscientiousness, extraversion, and neuroticism. Regarding e-learning satisfaction, the highest to lowest mean scores were recorded for the subscales of technology, course setting, interaction, outcome, instructor, and overall satisfaction. Overall satisfaction was moderate across the different dimensions assessed. Notably, with a small effect size, neuroticism inversely correlated with satisfaction related to the instructor, technology, course setting, interaction, and outcome, while higher agreeableness was associated positively with technology satisfaction (p < 0.05). The regression analysis explained 6% to 28% of the variance in satisfaction depending on the subscale. Conclusions Despite small effect sizes, the study identified meaningful associations between personality traits, particularly neuroticism and agreeableness, and e-learning satisfaction. Incorporating psychologically informed strategies into course design may help address diverse learner needs and foster more supportive and effective online learning environments.

Indexed as

big five inventorye-learningonline course satisfaction surveypersonality traitssatisfactionstudents

Identifiers

PMID40799854
PMCPMC12340728

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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.