Evidence map›Paper›PMID 42707943›Full record

ArticleJournal for person-oriented research2026

Multidimensional Lifestyle Profiles and Psychological Outcomes in University Students: A Cluster Analysis Approach.

Emanuela Rabaglietti, Aurelia De Lorenzo, Margherita Micheletti Cremasco, Francesco Sguaizer, Anna Mulasso, Alberto Rainoldi, Paolo Riccardo Brustio

Abstract read
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Article in Journal for person-oriented research, 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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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Emanuela RabagliettiSe-Crea Research Group, Department of Psychology, University of Torino, Torino, Italy.
Aurelia De LorenzoSe-Crea Research Group, Department of Psychology, University of Torino, Torino, Italy.
Margherita Micheletti CremascoDepartment of Life Sciences and Systems Biology, University of Torino, Torino, Italy.
Francesco SguaizerDepartment of Life Sciences and Systems Biology, University of Torino, Torino, Italy.
Anna MulassoNeuromuscular Function Research Group, School of Exercise & Sport Sciences, University of Torino, Torino, Italy.
Alberto RainoldiNeuromuscular Function Research Group, School of Exercise & Sport Sciences, University of Torino, Torino, Italy.
Paolo Riccardo BrustioNeuromuscular Function Research Group, School of Exercise & Sport Sciences, University of Torino, Torino, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Emerging adulthood is a critical period for the adoption of health behaviours. This study aimed to identify distinct lifestyle profiles among university students using a person-oriented approach and to examine their associations with psychological wellbeing, stress, anxiety, and depression. Methods: In this cross-sectional study, 2,078 students (aged 18-39) from the University of Torino provided data on six lifestyle indicators: sedentary behaviour, diet, sleep, alcohol, sport, and smoking. Cluster analysis (Partitioning Around Medoids) was used to identify profiles. Differences in psychological outcomes (WEMWBS, PSS-10, HADS) were assessed using ANCOVA, adjusting for age and gender. Results: Four profiles were identified: Active-Healthier (29%), Sedentary-Sporty (17.6%), Sedentary-Non-sporty (25.7%), and Active-Riskier (27.7%). Sedentary behaviour showed the strongest differentiation across profiles (Cramér's Conclusion: Health-related behaviours co-occur in multidimensional patterns among university students. Person-oriented profiling may help universities move beyond generic health promotion towards more targeted interventions that jointly address physical and mental health.

Indexed as

anxietycluster analysisdepressionlifestylestudentsuniversitywellbeingyoung adult

Identifiers

PMID42707943
PMCPMC13548419

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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 OpenQuestion graph.