Evidence map›Paper›PMID 42141406›Full record

ArticleBMC public health2026

How do digital technologies improve the physical health of higher education students? A systematic scoping review.

Tianyue Niu, Ting Liu, Yiming Taclis Luo, Patrick Pang

Abstract readScoping Review
In one paragraph

Article in BMC public health, 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

4 authors.

Tianyue NiuXiamen Academy of Arts and Design, Fuzhou University, Xiamen, 361021, China.ORCID 0009-0008-3410-6301
Ting LiuFaculty of Applied Sciences, Macao Polytechnic University, Macao, 999078, Macao.ORCID 0009-0001-0331-262X
Yiming Taclis LuoFaculty of Applied Sciences, Macao Polytechnic University, Macao, 999078, Macao.ORCID 0009-0002-6117-738X
Patrick PangFaculty of Applied Sciences, Macao Polytechnic University, Macao, 999078, Macao. mail@patrickpang.net.ORCID 0000-0002-8820-5443

Funding

Macao Polytechnic University research grant RP/FCA-24/2025Macao Science and Technology Development Fund 0032/2025/ITP1
6 · The paper itself

Abstract

backgroundThe rapid evolution of digital technologies (DT) has reshaped health education, ushering in a new era of learning accessibility and interactivity within higher education (HE). This progress has sparked a growing interest in leveraging digital tools, ranging from mobile applications and wearable devices to online learning platforms and gamified interventions, to support various aspects of student physical health. However, the use of these technologies specifically to promote, monitor, and improve HE students' physical well-being remains a complex and rapidly expanding area that demands rigorous investigation. This systematic scoping review aims to explore and synthesize the current landscape of DT applications used to support the physical health of HE students, investigate their reported effects, analyze the practical implementation challenges, and assess future research directions.

methodsThis study adheres to the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines. A comprehensive search was conducted across twelve databases, namely Web of Science, Scopus, PubMed, Medline, Embase, CINAHL, Cochrane Central Register of Controlled Trials, ACM Digital Library, IEEE Xplore, APA PsycInfo, ProQuest, and Google Scholar. A total of 16 articles were included in the study. Eligibility criteria were structured using the PCC (Population, Concept, Context) framework with explicit operational definitions for core terms.

resultsThe application of DT in HE student physical health is characterized by a deployment across multi-modal platforms and personalized, theory-driven interventions. The application landscape is dominated by integrated monitoring tools and mHealth apps, with a clear focus on addressing key physical health risks, promoting overall physical fitness, and enhancing curriculum delivery through flexible learning models. Efficacy is primarily demonstrated through improvements in engagement, fitness metrics, and behavior modification. However, limitations exist, including high rates of user discontinuation often due to technical unreliability, negative health consequences associated with excessive screen time, and risks related to generalizability due to an over-reliance on small, homogeneous convenience samples.

conclusionBased on the included studies, DT shows potential as a scalable health management tool for providing HE students with personalized, continuous physical wellness support. However, the evidence base, derived from a limited number of heterogeneous studies, suggests that the core challenge for future development is to move beyond simple monitoring and achieve sustainable, long-term efficacy, which requires further robust investigation.

Indexed as

Digital TechnologyHealth StatusStudentsDigital HealthDigital MediaHumansUniversitiesDigital technologyHigher education studentsPhysical healthSystematic scoping review

Identifiers

PMID42141406
PMCPMC13343965

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.