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Clusters of lifesty...
Clusters of lifestyle behavioral risk factors and their associations with depressive symptoms and stress : evidence from students at a university in Finland
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- El Ansari, Walid (författare)
- Department of Surgery, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar ; College of Medicine, Qatar University, Doha, Qatar ; Department of Population Health, Weill Cornell Medicine-Qatar, Doha, Qatar
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- Sebena, Rene (författare)
- Department of Psychology, Faculty of Arts, PJ Safarik University, Kosice, Slovak Republic
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- El-Ansari, Kareem (författare)
- Faculty of Medicine, St. George’s University, Saint George’s, Grenada
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- Suominen, Sakari (författare)
- Högskolan i Skövde,Institutionen för hälsovetenskaper,Forskningsmiljön hälsa, hållbarhet och digitalisering,Department of Public Health, University of Turku, Finland ; Research Services, The wellbeing services county of Southwest Finland, Turku, Finland,Research on Citizen Centered Health, University of Skövde (Reacch US)
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(creator_code:org_t)
- BioMed Central (BMC), 2024
- 2024
- Engelska.
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Ingår i: BMC Public Health. - : BioMed Central (BMC). - 1471-2458. ; 24:1
- Relaterad länk:
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https://doi.org/10.1...
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https://his.diva-por... (primary) (Raw object)
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- Background: No previous research of university students in Finland assessed lifestyle behavioral risk factors (BRFs), grouped students into clusters, appraised the relationships of the clusters with their mental well-being, whilst controlling for confounders. The current study undertook this task. Methods: Students at the University of Turku (n = 1177, aged 22.96 ± 5.2 years) completed an online questionnaire that tapped information on sociodemographic variables (age, sex, income sufficiency, accommodation during the semester), four BRFs [problematic alcohol consumption, smoking, food consumption habits, moderate-to-vigorous physical activity (MVPA)], as well as depressive symptoms and stress. Two-step cluster analysis of the BRFs using log-likelihood distance measure categorized students into well-defined clusters. Two regression models appraised the associations between cluster membership and depressive symptoms and stress, controlling for sex, income sufficiency and accommodation during the semester. Results: Slightly more than half the study participants (56.8%) had always/mostly sufficient income and 33% lived with parents/partner. Cluster analysis of BRFs identified three distinct student clusters, namely Cluster 1 (Healthy Group), Cluster 2 (Smokers), and Cluster 3 (Nonsmokers but Problematic Drinkers). Age, sex and MVPA were not different across the clusters, but Clusters 1 and 3 comprised significantly more respondents with always/mostly sufficient income and lived with their parents/partner during the semester. All members in Clusters 1 and 3 were non-smokers, while all Cluster 2 members comprised occasional/daily smokers. Problematic drinking was significantly different between clusters (Cluster 1 = 0%, Cluster 2 = 54%, Cluster 3 = 100%). Cluster 3 exhibited significantly healthier nutrition habits than both other clusters. Regression analysis showed: (1) males and those with sufficient income were significantly less likely to report depressive symptoms or stress; (2) those living with parents/partner were significantly less likely to experience depressive symptoms; (3) compared to Cluster 1, students in the two other clusters were significantly more likely to report higher depressive symptoms; and (4) only students in Cluster 2 were more likely to report higher stress. Conclusions: BRFs cluster together, however, such clustering is not a clear-cut, all-or-none phenomenon. Students with BRFs consistently exhibited higher levels of depressive symptoms and stress. Educational and motivational interventions should target at-risk individuals including those with insufficient income or living with roommates or alone.
Ämnesord
- MEDICIN OCH HÄLSOVETENSKAP -- Hälsovetenskap -- Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Health Sciences -- Public Health, Global Health, Social Medicine and Epidemiology (hsv//eng)
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Psykiatri (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Psychiatry (hsv//eng)
Nyckelord
- Behavioral risk factors
- Cluster analysis
- Depressive symptoms
- Mental health
- Stress
- University students
- Research on Citizen Centered Health, University of Skövde (Reacch US)
- Medborgarcentrerad hälsa (Mech)
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
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