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Collaborative outcomes study on health and functioning during infection times (COH-FIT)
insights on modifiable and non-modifiable risk and protective factors for wellbeing and mental health during the COVID-19 pandemic from multivariable and network analyses
There is no multi-country/multi-language study testing a-priori multivariable associations between non-modifiable/modifiable factors and validated wellbeing/multidimensional mental health outcomes before/during the COVID-19 pandemic. Moreover, studies during COVID-19 pandemic generally do not report on representative/weighted non-probability samples. The Collaborative Outcomes study on Health and Functioning during Infection Times (COH-FIT) is a multi-country/multi-language survey conducting multivariable/LASSO-regularized regression models and network analyses to identify modifiable/non-modifiable factors associated with wellbeing (WHO-5)/composite psychopathology (P-score) change. It enrolled general population-representative/weighted-non-probability samples (26/04/2020-19/06/2022). Participants included 121,066 adults (age=42±15.9 years, females=64 %, representative sample=29 %) WHO-5/P-score worsened (SMD=0.53/SMD=0.74), especially initially during the pandemic. We identified 15 modifiable/nine non-modifiable risk and 13 modifiable/three non-modifiable protective factors for WHO-5, 16 modifiable/11 non-modifiable risk and 10 modifiable/six non-modifiable protective factors for P-score. The 12 shared risk/protective factors with highest centrality (network-analysis) were, for non-modifiable factors, country income, ethnicity, age, gender, education, mental disorder history, COVID-19-related restrictions, urbanicity, physical disorder history, household room numbers and green space, and socioeconomic status. For modifiable factors, we identified medications, learning, internet, pet-ownership, working and religion as coping strategies, plus pre-pandemic levels of stress, fear, TV, social media or reading time, and COVID-19 information. In multivariable models, for WHO-5, additional non-modifiable factors with |B|>1 were income loss, COVID-19 deaths. For modifiable factors we identified pre-pandemic levels of social functioning, hobbies, frustration and loneliness, and social interactions as coping strategy. For P-scores, additional non-modifiable/modifiable factors were income loss, pre-pandemic infection fear, and social interactions as coping strategy. COH-FIT identified vulnerable sub-populations and actionable individual/environmental factors to protect well-being/mental health during crisis times. Results inform public health policies, and clinical practice.
Marco Solmi, Trevor Thompson, Samuele Cortese, Andrés Estradé, Agorastos Agorastos, Joaquim Radua, Elena Dragioti, Davy Vancampfort, Lau Caspar Thygesen, Harald Aschauer, Monika Schlögelhofer, Elena Aschauer, Andres Schneeberger, Christian G. Huber, Gregor Hasler, Philippe Conus, Kim Q. Do Cuénod, Roland von Känel, Gonzalo Arrondo, Paolo Fusar-Poli, Philip Gorwood, Pierre-Michel Llorca, Marie-Odile Krebs, Elisabetta Scanferla, Taishiro Kishimoto, Golam Rabbani, Karolina Skonieczna-Żydecka, Paolo Brambilla, Angela Favaro, Akihiro Takamiya, Leonardo Zoccante, Marco Colizzi, Julie Bourgin, Karol Kamiński, Maryam Moghadasin, Soraya Seedat, Evan Matthews, John Wells, Emilia Vassilopoulou, Ary Gadelha, Kuan-Pin Su, Jun Soo Kwon, Minah Kim, Tae Young Lee, Oleg Papsuev, Denisa Manková, Andrea Boscutti, Cristiano Gerunda, Diego Saccon, Elena Righi, Francesco Monaco, Giovanni Croatto, Guido Cereda, Jacopo Demurtas, Natascia Brondino, Nicola Veronese, Paolo Enrico, Pierluigi Politi, Valentina Ciappolino, Andrea Pfennig, Andreas Bechdolf, Andreas Meyer-Lindenberg, Kai G. Kahl, Katharina Domschke, Michael Bauer, Nikolaos Koutsouleris, Sibylle Winter, Stefan Borgwardt, Istvan Bitter, Judit Balazs, Pál Czobor, Zsolt Unoka, Dimitris Mavridis, Konstantinos Tsamakis, Vasilios P. Bozikas, Chavit Tunvirachaisakul, Michael Maes, Teerayuth Rungnirundorn, Thitiporn Supasitthumrong, Ariful Haque, Andre R. Brunoni, Carlos Gustavo Costardi, Felipe Barreto Schuch, Guilherme Polanczyk, Jhoanne Merlyn Luiz, Lais Fonseca, Luana V. Aparicio, Samira S. Valvassori, Merete Nordentoft, Per Vendsborg, Sofie Have Hoffmann, Jihed Sehli, Norman Sartorius, Sabina Heuss, Daniel Guinart, Jane Hamilton, John Kane, Jose Rubio, Michael Sand, Ai Koyanagi, Aleix Solanes, Alvaro Andreu-Bernabeu, Antonia San José Cáceres, Celso Arango, Covadonga M. Díaz-Caneja, Diego Hidalgo-Mazzei, Eduard Vieta, Javier Gonzalez-Peñas, Lydia Fortea, Mara Parellada, Miquel A. Fullana, Norma Verdolini, Eva Andrlíková, Karolina Janků, Mark J. Millan, Mihaela Honciuc, Anna Moniuszko-Malinowska, Igor Łoniewski, Jerzy Samochowiec, Łukasz Kiszkiel, Maria Marlicz, Paweł Sowa, Wojciech Marlicz, Georgina Spies, Brendon Stubbs, Joseph Firth, Sarah Sullivan, Asli Enez Darcin, Hatice Aksu, Nesrin Dilbaz, Onur Noyan, Momoko Kitazawa, Shunya Kurokawa, Yuki Tazawa, Alejandro Anselmi, Cecilia Cracco, Ana Inés Machado, Natalia Estrade, Diego De Leo, Jackie Curtis, Michael Berk, Andre F. Carvalho, Philip Ward, Scott Teasdale, Simon Rosenbaum, Wolfgang Marx, Adrian Vasile Horodnic, Liviu Oprea, Ovidiu Alexinschi, Petru Ifteni, Serban Turliuc, Tudor Ciuhodaru, Alexandra Bolos, Valentin Matei, Dorien H. Nieman, Iris Sommer, Jim van Os, Therese van Amelsvoort, Ching-Fang Sun, Ta-wei Guu, Can Jiao, Jieting Zhang, Jialin Fan, Liye Zou, Xin Yu, Xinli Chi, Philippe de Timary, Ruud van Winkel, Bernardo Ng, Edilberto Peña de León, Ramon Arellano, Raquel Roman, Thelma Sanchez, Larisa Movina, Pedro Morgado, Sofia Brissos, Oleg Aizberg, Anna Mosina, Damir Krinitski, James Mugisha, Dena Sadeghi-Bahmani, Farshad Sheybani, Masoud Sadeghi, Samira Hadi, Serge Brand, Antonia Errazuriz, Nicolas Crossley, Dragana Ignjatovic Ristic, Carlos López-Jaramillo, Dimitris Efthymiou, Praveenlal Kuttichira, Roy Abraham Kallivayalil, Afzal Javed, Muhammad Iqbal Afridi, Bawo James, Omonefe Joy Seb-Akahomen, Jess Fiedorowicz, Jeff Daskalakis, Lakshmi N. Yatham, Lin Yang, Tarek Okasha, Aïcha Dahdouh, Jari Tiihonen, Jae Il Shin, Jinhee Lee, Ahmed Mhalla, Lotfi Gaha, Takoua Brahim, Kuanysh Altynbekov, Nikolay Negay, Saltanat Nurmagambetova, Yasser Abu Jamei, Mark Weiser, Christoph U Correll
Online verfügbar: 27. September 2024, Artikelversion: 27. September 2024
Collaborative outcomes study on health and functioning during infection times (COH-FIT) insights on modifiable and non-modifiable risk and protective factors for wellbeing and mental health during the COVID-19 pandemic from multivariable and network analyses