Evidence map›Paper›PMID 42067856›Full record

ArticleBMC public health2026

Exploratory assessment of the correlates of lifestyle medicine among Spanish university students: UNILIFE-M study.

María Mendoza-Muñoz, Samuel Manzano-Carrasco, José Adrián Montenegro-Espinosa, Fiorella Quiroz-Cárdenas, Rodrigo Yáñez-Sepúlveda, Jorge Olivares-Arancibia, Dong Keon Yon, Felipe Barreto Schuch, Pablo Galan-Lopez, José Francisco López-Gil

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. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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5 · Who and what money

Authors and funding

10 authors.

María Mendoza-MuñozDepartment of Education and Sport, Universidad Loyola Andalucía, Sevilla, Spain.
Samuel Manzano-CarrascoDepartment of Education and Sport, Universidad Loyola Andalucía, Sevilla, Spain.
José Adrián Montenegro-EspinosaUniversidad Autónoma del Paraguay, Asunción, Paraguay.
Fiorella Quiroz-CárdenasUniversidad Politécnica y Artística del Paraguay, Asunción, Paraguay.
Rodrigo Yáñez-SepúlvedaFaculty Education and Social Sciences, Universidad Andres Bello, Viña del Mar, Chile.
Jorge Olivares-ArancibiaAFySE Group, Research in Physical Activity and School Health, School of Physical Education, Faculty of Education, Universidad de las Américas, Santiago, Chile.
Dong Keon YonCenter for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, South Korea.
Felipe Barreto SchuchPsychiatry Institute, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil.
Pablo Galan-LopezDepartment of Education and Sport, Universidad Loyola Andalucía, Sevilla, Spain.
José Francisco López-GilSchool of Medicine, Universidad Espíritu Santo, Samborondón, Ecuador. josefranciscolopezgil@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundUniversity students are at a key life stage in their lives for the development of health-related behaviors, yet few studies have explored their overall lifestyle using multidimensional tools. The present exploratory study aimed to assess lifestyle through the Short Multidimensional Inventory Lifestyle Evaluation for University Students (U-SMILE) and to determine its sociodemographic and health correlates in a sample of Spanish university students.

methodsThis cross-sectional analysis was based on baseline data collected at Universidad Loyola Andalucía (Spain) as part of the UNIversity students' LIFEstyle behaviors and Mental health (UNILIFE-M) multicenter project during the 2024 academic year. A total of 671 first-year students (median age = 18 years, 50.1% female) completed validated self-report questionnaires assessing lifestyle behaviors, sociodemographic variables, body mass index (BMI), and diagnosed health conditions. Lifestyle was evaluated using the U-SMILE. Descriptive statistics and robust linear models were applied to identify associated factors.

resultsThe median overall U-SMILE score was 69.0 points (interquartile range [IQR] = 64-73). Older students (> 18 years old) presented lower scores (unstandardized beta coefficient [B] = -1.59; p = 0.006), as did those enrolled in non-health science degrees (B = -1.47; p = 0.005), single students (B =-1.40; p = 0.013), and those with a mental disorder (B = -2.79; p = 0.001). Heterosexual students scored higher than non-heterosexual peers (B = 2.49; p = 0.007), and students with normal weight showed better results than underweight participants (B = 2.08; p = 0.020). Domain-specific analyses revealed that males scored higher in physical activity, sleep, and social support, whereas females performed better in stress management. Students residing outside university accommodation generally achieved higher domain scores.

conclusionsThese exploratory findings suggest that lifestyle, as measured by the U-SMILE, is associated with several sociodemographic and health-related characteristics in Spanish university students. Lower scores were associated with older age, enrolment in non-health science degrees, underweight status, non-heterosexual orientation, single marital status, and the presence of a diagnosed mental disorder. Sex, BMI status, accommodation, and employment status were associated with specific lifestyle domains.

Indexed as

Health BehaviorLife StyleStudentsAdolescentAdultCross-Sectional StudiesFemaleHumansMaleSocioeconomic FactorsSpainSurveys and QuestionnairesUniversitiesYoung AdultCollege studentsLifestyle behaviorsNutritionPhysical activitySleepSpain

Identifiers

PMID42067856
PMCPMC13285052

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.