Evidence map›Paper›PMID 40797226›Full record

ArticleBMC psychology2025

Learning motivation among international students: the role of demographic factors.

Tsai-Fu Chuang, Mei-Hui Lin, Tsaur-Chin Wu, Ming-Da Chuang

Abstract read
In one paragraph

Article in BMC psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

4 authors.

Tsai-Fu ChuangDepartment of Civil Engineering, Feng Chia University, Taichung City, 407102, Taiwan.
Mei-Hui LinDepartment of Public Finance, Feng Chia University, Taichung City, 407102, Taiwan. mhlin1011@gmail.com.
Tsaur-Chin WuDepartment of Public Finance, Feng Chia University, Taichung City, 407102, Taiwan.
Ming-Da ChuangDepartment of Computer Science and Engineering, National Chung Hsing University, Taichung City, 40227, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examined learning motivation among international students in Taiwan, particularly with respect to differences across various demographic variables and the relationships among these factors, including the ability of some factors to serve as predictors. A total of 260 questionnaires were collected, 210 of which represented valid responses, for an effective sample recovery rate of 80.77%. The process of data analysis included descriptive statistics, t tests, a one-way analysis of variance, correlation analysis, and stepwise multiple regression. The results revealed that students exhibited high levels of intrinsic goal orientation, extrinsic motivation, and task value but only moderate levels of learning beliefs and self-efficacy as well as low levels of emotions, test anxiety, and overall motivation. Significant differences were observed in students' learning beliefs across different genders and academic disciplines, and significant differences in self-efficacy, test anxiety, and overall motivation were observed across students from different academic years. Gender and academic year were significantly correlated with overall motivation, self-efficacy and learning beliefs, and both characteristics were significant predictors of these factors. These findings highlight the need for targeted interventions aimed at enhancing international students' academic experiences by addressing the complex interactions between demographic factors and learning motivation.

Indexed as

LearningMotivationStudentsAdolescentAdultFemaleHumansMaleSelf EfficacySurveys and QuestionnairesTaiwanYoung AdultIntrinsic and extrinsic motivationLearning beliefsSelf-efficacyTask valueTest anxiety

Identifiers

PMID40797226
PMCPMC12345116

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

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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.