Evidence map›Paper›PMID 41723294›Full record

ArticleScientific reports2026

Motivation and family background as dual factors in student cross-border e-commerce success among Chinese vocational college students.

Ziyun Song, Sheerad Sahid, Iszan Hana Kaharudin, Fei Wang

Abstract read
In one paragraph

Article in Scientific reports, 2026. 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

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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.

Ziyun SongSchool of Foreign Languages and Trade, Guangdong Polytechnic of Water Resources and Electric Engineering, Guangzhou, China.
Sheerad SahidFaculty of Education, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia. sheerad@ukm.edu.my.
Iszan Hana KaharudinSchool of Liberal Studies, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia.
Fei WangShandong Institute of Commerce & Technology, Jinan, China.

Funding

Doctoral Innovation Fund of Guangdong Polytechnic of Water Resources and Electric Engineering Grant No. 2025BSCX10
6 · The paper itself

Abstract

As cross-border e-commerce (CBEC) becomes a popular entrepreneurial choice for Chinese vocational graduates due to its low barriers to entry and operational flexibility, this study explores how students' entrepreneurial motivation and family business background affect entrepreneurial success. Guided by the Ability-Motivation-Opportunity (AMO) theory, our quantitative, cross-sectional survey of 592 Chinese CBEC students was analysed using multi-group structural equation modeling. Findings reveal that while cross-cultural ability positively impacts performance, this relationship is moderated differently by personal and contextual factors. Motivation acts as an enhancing moderator, strengthening the ability-performance link, whereas a family business background serves as a reducing moderator, weakening it. This research contributes to the AMO theory by demonstrating that family business ownership may function as a substitute rather than a complement to individual competence, specifically in the digital entrepreneurship context. Practically, these findings provide educators with an empirical basis for offering more selective, evidence-based guidance, prioritizing students' ability and motivation over inherited advantages to mitigate failure risks in the volatile CBEC environment.

Indexed as

CommerceEntrepreneurshipFamilyMotivationStudentsAdultChinaCross-Sectional StudiesEast Asian PeopleFemaleHumansMaleSurveys and QuestionnairesUniversitiesYoung AdultEntrepreneurial readinessFamily business ownershipInterculturalMotivationVocational education

Identifiers

PMID41723294
PMCPMC13021942

What OpenQuestion holds

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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.