Evidence map›Paper›PMID 42450904›Full record

ArticleHealthcare (Basel, Switzerland)2026

Association of Academic Stress, Physical Activity, Sedentary Behavior, and Diabetes Risk Among University Students.

Siti Nur Asiyah, Atik Qurrota A'yunin Al Isyrofi, Ayu Mei Wulandari, Ambarwati, Aini Nurul Fatimatuz Zahroh, Achmad Ilham Fanany Al Isyrofie

Abstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 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

6 authors.

Siti Nur AsiyahDepartment of Public Health, Universitas Islam Negeri Sunan Ampel Surabaya, Surabaya 60237, Indonesia.ORCID 0000-0001-7018-5176
Atik Qurrota A'yunin Al IsyrofiDepartment of Public Health, Universitas Nahdlatul Ulama Surabaya, Surabaya 60237, Indonesia.
Ayu Mei WulandariDepartment of Public Health, Universitas Islam Negeri Sunan Ampel Surabaya, Surabaya 60237, Indonesia.
AmbarwatiDepartment of Public Health, Universitas Islam Negeri Sunan Ampel Surabaya, Surabaya 60237, Indonesia.
Aini Nurul Fatimatuz ZahrohDepartment of Public Health, Universitas Islam Negeri Sunan Ampel Surabaya, Surabaya 60237, Indonesia.
Achmad Ilham Fanany Al IsyrofieDepartment of Biomedical Sciences, Universitas Airlangga, Surabaya 60115, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe increasing prevalence of diabetes mellitus and metabolic risk factors among young adults has become a major public health concern. University students are particularly vulnerable to unhealthy lifestyle changes, including sedentary behavior, insufficient physical activity, and academic stress, all of which may be associated with an elevated risk of metabolic disorders.

objectiveThis study aimed to examine the associations of academic stress, physical activity, and sedentary behavior with diabetes risk among university students.

methodsA cross-sectional analytical study was conducted among 264 university students recruited through an online survey. Academic stress was assessed using a six-item Likert-scale instrument, while diabetes risk was evaluated using a composite score derived from indicators adapted from the modified Finnish Diabetes Risk Score (modified FINDRISC). Statistical analyses included descriptive statistics, Cronbach's alpha reliability testing, exploratory factor analysis (EFA), Spearman's correlation analysis, and multivariable logistic regression.

resultsThe academic stress instrument demonstrated good internal consistency (Cronbach's alpha = 0.85). Exploratory factor analysis supported the construct validity of the instrument, with all six items loading substantially on a common academic stress factor. Correlation analysis revealed that academic stress was positively associated with sedentary behavior and diabetes risk, whereas physical activity was negatively associated with diabetes risk. Multivariable logistic regression showed that academic stress was significantly associated with an increased risk of diabetes (adjusted odds ratio [aOR] = 1.18, 95% confidence interval [CI]: 1.02-1.36;

conclusionsAcademic stress, sedentary behavior, and physical activity were significantly associated with diabetes risk among university students. These findings highlight the importance of developing university-based health promotion programs that integrate stress management, physical activity promotion, and sedentary behavior reduction to support the prevention of metabolic risk factors in young adults.

Indexed as

academic stressdiabetes riskphysical activitysedentary behavioruniversity students

Identifiers

PMID42450904
PMCPMC13361608

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.