Latent Profile Analysis to Survey Positive Mental Health and Well-Being: A Pilot Investigation Insight Tunisian Facebook Users.

Journal: Frontiers in psychiatry

Volume: 13

Issue: 

Year of Publication: 

Affiliated Institutions:  Postgraduate School of Public Health, Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy. Department of Human and Social Sciences, Higher Institute of Sport and Physical Education of Kef, University of Jendouba, Jendouba, Tunisia. Department of Neuroscience, University of Genoa, Genoa, Italy. Laboratory for Industrial and Applied Mathematics (LIAM), York University, Toronto, ON, Canada. Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia.

Abstract summary 

To examine mental health during COVID-19 peaks, lockdown, and times of curfew, many studies have used the LPA/LCA person-centered approach to uncover and explore unobserved groups. However, the majority of research has focused only on negative psychological concepts to explain mental health. In this paper, we take another perspective to explore mental health. In addition, the study focuses on a period of peak decline in the COVID-19 pandemic.The present paper aim (a) empirically identifies different profiles among a cohort of Facebook users in Tunisia based on positive factors of mental health using a person-centered approach, (b) outline identified profiles across sociodemographic, internet use, and physical activity, and (c) establish predictors of these profiles.Cross-sectional data were collected through an online survey among 950 Facebook users were female ( = 499; 52.53%) and male ( = 451; 47.47) with an average age =31.30 ± 9.42. Subjects filled .The LPA results revealed three clusters. The first cluster ( = 489, 51,47%) contains individuals who have low scores on the positive psychology scales. The second cluster ( = 357, 37,58%) contained individuals with moderate positive psychology scores. However, a third cluster ( = 104, 10,95%) had high positive psychology scores. The selected variables in the model were put to a comparison test to ensure that the classification solution was adequate. Subsequently, the clusters were compared for the variables of socio-demographics, use of the internet for entertainment and physical activity, the results showed significant differences for gender (low mental well-being for the female gender), socio-economic level (low for the low-income class), and physical activity (low mental well-being for the non-exerciser). However, no significant differences were found for the variables age, location, and use of the Internet for entertainment.Our results complement person-centered studies (LPA/LCA) related to the COVID-19 pandemic and can serve researchers and mental health practitioners in both diagnostic and intervention phases for the public. In addition, the GQ6 scale is a valid and reliable tool that can be administered to measure gratitude for culturally similar populations.

Authors & Co-authors:  Guelmami Noomen N Tannoubi Amayra A Chalghaf Nasr N Saidane Mouna M Kong Jude J Puce Luca L Fairouz Azaiez A Bragazzi Nicola Luigi NL Alroobaea Roobaea R

Study Outcome 

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Statistics
Citations :  World Health Organization. Mental Health and Psychosocial Considerations During the COVID-19 Outbreak. 18 March 2020 (No. WHO/2019-nCoV/MentalHealth/2020.1) (2020). World Health Organization. WHO/2019-nCoV/MentalHealth/2020.1
Authors :  9
Identifiers
Doi : 824134
SSN : 1664-0640
Study Population
Male,Female
Mesh Terms
Other Terms
COVID-19;Facebook;latent profile;mental health;positive psychology;survey
Study Design
Cohort Study,Cross Sectional Study
Study Approach
Country of Study
Tunisia
Publication Country
Switzerland