Evidence map›Paper›PMID 41486126›Full record

ArticleBMC public health2026

Investigating eating patterns and risk factors of weight status among undergraduate students in a multinational cross-sectional study across 15 countries with 8,482 participants.

Mohamed E Shaaban, Nael Kamel Eltewacy, Tarek A Owais, Mohamed Abouzid, EARG Collaborators

Abstract readMulticenter Study
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. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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

5 authors.

Mohamed E ShaabanMaster of Science (Msc) Biobanks & Complex Data Management at, Université Côte d'Azur, Nice, France. m0hamed.essamit2000@gmail.com.ORCID 0000-0001-7543-803X
Nael Kamel EltewacyÉcole Normale Supérieure Paris-Saclay, Paris, France.
Tarek A OwaisFaculty of Pharmacy, Beni-Suef University, Beni-Suef, Egypt.
Mohamed AbouzidDepartment of Physical Pharmacy and Pharmacokinetics, Faculty of Pharmacy, Poznan University of Medical Sciences, Rokietnicka 3 St, 60-806, Poznan, Poland.
EARG Collaborators

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundUnderweight and overweight are significant public health issues worldwide, contributing to impaired physical and cognitive development, weakened immunity, and increased morbidity and mortality. This study investigated dietary patterns and sociodemographic risk factors influencing weight status among undergraduate students.

methodsA multicenter cross-sectional survey was conducted from November 2022 to February 2023 across 15 countries using a self-reported questionnaire (Google Forms) in English and Arabic. In total, 8,482 participants were included. Data were analyzed in R (version 4.1.1), and multivariable regression was used to identify predictors of underweight and overweight/obesity.

resultsOnly 58.8% of respondents maintained a healthy weight. Overweight/obesity was more common among individuals aged 21-25 (aOR = 1.22, p < 0.001) or 26-30 (aOR = 1.64, p < 0.001) than 16-20, those not taking supplements (aOR = 1.16, p = 0.007), and frequent consumers of white meat (5-7 times/week; aOR = 1.24, p = 0.009). Regular fruit consumption (2-4 times/week; aOR = 0.89, p = 0.048) and eating three meals/day (aOR = 0.70, p = 0.011) were protective. Interestingly, the absence of diabetes (aOR = 0.58, p = 0.003) and dyslipidemia (aOR = 0.14, p < 0.001) correlated with higher overweight/obesity risk. Underweight was less likely among females (aOR = 0.62, p = 0.043) and participants aged 21-25 (aOR = 0.82, p = 0.004). Living with a family (aOR = 1.33, p = 0.018) increased underweight risk, while higher intakes of white meat (aOR = 0.73, p = 0.006) and fruit (aOR = 0.75, p = 0.008) reduced it. Frequent dairy (aOR = 1.25, p = 0.025), cereal (aOR = 1.43, p = 0.001), and tuber consumption (aOR = 1.54, p < 0.001) raised underweight odds. The absence of depression and greater sports practice were linked to lower underweight risk.

conclusionsSubstantial weight imbalances exist among undergraduate students. Low fruit and vegetable intake, frequent sugary food consumption, and high screen time during meals were notable concerns. These findings underscore the need for targeted nutrition education and lifestyle interventions to promote healthier eating and weight management in this population.

Indexed as

Feeding BehaviorOverweightStudentsThinnessAdolescentAdultCross-Sectional StudiesFemaleHumansMaleObesityRisk FactorsSurveys and QuestionnairesUniversitiesYoung AdultAcademic performanceEating patternPublic healthUndergraduate studentsWeight

Identifiers

PMID41486126
PMCPMC12853863

What Socratic holds

Textmetadata
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 Socratic graph.