Evidence map›Paper›PMID 42327359›Full record

ArticleData in brief2026

Data on student perceptions of blended learning, engagement, and academic achievement in engineering-related universities in Vietnam.

Hoai Thu Le, Hieu Hoc Le, Thanh Hai Thi Pham

Abstract read
In one paragraph

Article in Data in brief, 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

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

3 authors.

Hoai Thu LeHanoi University of Science and Technology, Viet Nam.
Hieu Hoc LeHanoi University of Science and Technology, Viet Nam.
Thanh Hai Thi PhamHanoi University of Science and Technology, Viet Nam.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This article presents a survey dataset on students' learning experience, engagement, and perceived academic achievement in blended learning courses among students in engineering-related universities in Vietnam. Data were collected over a six-week period, from February 9 to March 23, 2026, using an online questionnaire distributed via student forums and online communities across eight engineering-oriented and multidisciplinary universities. A total of 580 responses were initially obtained, and 436 valid observations were retained after excluding responses with straight-lining or duplicate response patterns. The dataset includes 30 Likert-scale items measuring Teaching Presence, Social Presence, Cognitive Presence, Instructional Design Quality, Learning Experience, Student Engagement, and Academic Achievement, along with coded demographic variables. The repository provides the raw dataset, cleaned dataset, codebook, questionnaire in Vietnamese and English, informed consent materials, and README documentation. These data can be reused for descriptive analysis, measurement validation, structural equation modeling, subgroup comparison, and comparative research on blended learning and student outcomes in higher education.

Indexed as

Academic achievementBlended learningEngineering-related universitiesHigher educationLearning experienceStudent engagementSurvey dataVietnam

Identifiers

PMID42327359
PMCPMC13276533

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.