Evidence mapPaperPMID 41535930Full record

ArticleNutrition & metabolism2026

Impact of smartwatch data analytics on dietary consumption awareness among college students in Ar Rass, Al Qassim Region.

Faiyaz Ahmed, Bandar Moteb Almutairi, Saud Sulaiman Alharbi

Abstract read
In one paragraph

Article in Nutrition & metabolism, 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.

Faiyaz AhmedDepartment of Basic Health Sciences, College of Applied Medical Sciences, Qassim University, P.O. Box 6666, Buraydah, 51452, Saudi Arabia. f.masfoor@qu.edu.sa.ORCID http://orcid.org/0000-0002-7243-791X
Bandar Moteb AlmutairiDepartment of Basic Health Sciences, College of Applied Medical Sciences, Qassim University, P.O. Box 6666, Buraydah, 51452, Saudi Arabia.ORCID http://orcid.org/0009-0008-1745-1939
Saud Sulaiman AlharbiDepartment of Basic Health Sciences, College of Applied Medical Sciences, Qassim University, P.O. Box 6666, Buraydah, 51452, Saudi Arabia.ORCID http://orcid.org/0009-0001-2341-5327

Funding

Deanship of Graduate Studies and Scientific Research, Qassim University QU-J-UG-2-2025-53366
6 · The paper itself

Abstract

backgroundWearable technology, particularly smartwatches, has become widely adopted, opening up new possibilities for tracking behaviors related to health. These gadgets allow young adults to track their heart rate, calorie expenditure, and physical activity in real time, which may raise their awareness of their food intake and encourage them to adopt better lifestyles. Despite its increasing popularity, little is known about how smartwatch analytics affect students’ dietary awareness and habits.

objectiveThe study aimed to evaluate the disparity in knowledge among a group of health-conscious college students who use smartwatch technology and those who rely on traditional methods when it comes to nutrition practices, dietary choices, accountability behaviors, and food-intake awareness. METHODOLOGY: A cross-sectional study was conducted among 488 college students in Ar Rass, Al Qassim Region, using stratified convenience sampling. Data was gathered through questionnaires on dietary habits and smartwatch usage, and the Chi-square/Fisher Exact test was used to find the significance of study parameters on categorical scale between two or more groups.

resultsSignificant gender differences were observed in BMI, field of study, and smartwatch usage, with males showing higher BMI and females with lower BMI. Smartwatch users showed greater awareness of their dietary choices and reported adopting healthier eating behaviors including higher frequency of eating fruits, vegetables, legumes, and whole grains compared with non-users. They were also more likely to monitor food intake and perceive wearable technology as beneficial for improving dietary behaviors.

conclusionSmartwatch use was associated with enhanced dietary awareness and healthier eating practices among college students. Integrating wearable technologies into health promotion programs may help encourage sustainable lifestyle improvements in this age group, but generalizing these results should take individual motivations and accessibility differences into account.

Indexed as

College studentsDietary awarenessNutrition behaviorPublic healthSmartwatchWearable technology

Identifiers

PMID41535930
PMCPMC12888377

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.