TY - JOUR
T1 - 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
AU - COH-FIT
AU - Solmi, Marco
AU - Thompson, Trevor
AU - Cortese, Samuele
AU - Estradé, Andrés
AU - Agorastos, Agorastos
AU - Radua, Joaquim
AU - Dragioti, Elena
AU - Vancampfort, Davy
AU - Thygesen, Lau Caspar
AU - Aschauer, Harald
AU - Schlögelhofer, Monika
AU - Aschauer, Elena
AU - Schneeberger, Andres
AU - Huber, Christian G.
AU - Hasler, Gregor
AU - Conus, Philippe
AU - Cuénod, Kim Q.Do
AU - von Känel, Roland
AU - Arrondo, Gonzalo
AU - Fusar-Poli, Paolo
AU - Gorwood, Philip
AU - Llorca, Pierre Michel
AU - Krebs, Marie Odile
AU - Scanferla, Elisabetta
AU - Kishimoto, Taishiro
AU - Rabbani, Golam
AU - Skonieczna-Żydecka, Karolina
AU - Brambilla, Paolo
AU - Favaro, Angela
AU - Takamiya, Akihiro
AU - Zoccante, Leonardo
AU - Colizzi, Marco
AU - Bourgin, Julie
AU - Kamiński, Karol
AU - Moghadasin, Maryam
AU - Seedat, Soraya
AU - Matthews, Evan
AU - Wells, John
AU - Vassilopoulou, Emilia
AU - Gadelha, Ary
AU - Su, Kuan Pin
AU - Kwon, Jun Soo
AU - Kim, Minah
AU - Lee, Tae Young
AU - Papsuev, Oleg
AU - Manková, Denisa
AU - Boscutti, Andrea
AU - Gerunda, Cristiano
AU - Saccon, Diego
AU - Righi, Elena
AU - Monaco, Francesco
AU - Croatto, Giovanni
AU - Cereda, Guido
AU - Demurtas, Jacopo
AU - Brondino, Natascia
AU - Veronese, Nicola
AU - Enrico, Paolo
AU - Politi, Pierluigi
AU - Ciappolino, Valentina
AU - Pfennig, Andrea
AU - Bechdolf, Andreas
AU - Meyer-Lindenberg, Andreas
AU - Kahl, Kai G.
AU - Domschke, Katharina
AU - Bauer, Michael
AU - Koutsouleris, Nikolaos
AU - Winter, Sibylle
AU - Borgwardt, Stefan
AU - Bitter, Istvan
AU - Balazs, Judit
AU - Czobor, Pál
AU - Unoka, Zsolt
AU - Mavridis, Dimitris
AU - Tsamakis, Konstantinos
AU - Bozikas, Vasilios P.
AU - Tunvirachaisakul, Chavit
AU - Maes, Michael
AU - Rungnirundorn, Teerayuth
AU - Supasitthumrong, Thitiporn
AU - Haque, Ariful
AU - Brunoni, Andre R.
AU - Costardi, Carlos Gustavo
AU - Schuch, Felipe Barreto
AU - Polanczyk, Guilherme
AU - Luiz, Jhoanne Merlyn
AU - Fonseca, Lais
AU - Aparicio, Luana V.
AU - Valvassori, Samira S.
AU - Nordentoft, Merete
AU - Vendsborg, Per
AU - Hoffmann, Sofie Have
AU - Sehli, Jihed
AU - Sartorius, Norman
AU - Heuss, Sabina
AU - Guinart, Daniel
AU - Hamilton, Jane
AU - Kane, John
AU - Rubio, Jose
AU - Sand, Michael
AU - Koyanagi, Ai
AU - Solanes, Aleix
AU - Andreu-Bernabeu, Alvaro
AU - Cáceres, Antonia San José
AU - Arango, Celso
AU - Díaz-Caneja, Covadonga M.
AU - Hidalgo-Mazzei, Diego
AU - Vieta, Eduard
AU - Gonzalez-Peñas, Javier
AU - Fortea, Lydia
AU - Parellada, Mara
AU - Fullana, Miquel A.
AU - Verdolini, Norma
AU - Andrlíková, Eva
AU - Janků, Karolina
AU - Millan, Mark J.
AU - Honciuc, Mihaela
AU - Moniuszko-Malinowska, Anna
AU - Łoniewski, Igor
AU - Samochowiec, Jerzy
AU - Kiszkiel, Łukasz
AU - Marlicz, Maria
AU - Sowa, Paweł
AU - Marlicz, Wojciech
AU - Spies, Georgina
AU - Stubbs, Brendon
AU - Firth, Joseph
AU - Sullivan, Sarah
AU - Darcin, Asli Enez
AU - Aksu, Hatice
AU - Dilbaz, Nesrin
AU - Noyan, Onur
AU - Kitazawa, Momoko
AU - Kurokawa, Shunya
AU - Tazawa, Yuki
AU - Anselmi, Alejandro
AU - Cracco, Cecilia
AU - Machado, Ana Inés
AU - Estrade, Natalia
AU - De Leo, Diego
AU - Curtis, Jackie
AU - Berk, Michael
AU - Carvalho, Andre F.
AU - Ward, Philip
AU - Teasdale, Scott
AU - Rosenbaum, Simon
AU - Marx, Wolfgang
AU - Horodnic, Adrian Vasile
AU - Oprea, Liviu
AU - Alexinschi, Ovidiu
AU - Ifteni, Petru
AU - Turliuc, Serban
AU - Ciuhodaru, Tudor
AU - Bolos, Alexandra
AU - Matei, Valentin
AU - Nieman, Dorien H.
AU - Sommer, Iris
AU - van Os, Jim
AU - van Amelsvoort, Therese
AU - Sun, Ching Fang
AU - Guu, Ta wei
AU - Jiao, Can
AU - Zhang, Jieting
AU - Fan, Jialin
AU - Zou, Liye
AU - Yu, Xin
AU - Chi, Xinli
AU - de Timary, Philippe
AU - van Winkel, Ruud
AU - Ng, Bernardo
AU - Peña de León, Edilberto
AU - Arellano, Ramon
AU - Roman, Raquel
AU - Sanchez, Thelma
AU - Movina, Larisa
AU - Morgado, Pedro
AU - Brissos, Sofia
AU - Aizberg, Oleg
AU - Mosina, Anna
AU - Krinitski, Damir
AU - Mugisha, James
AU - Sadeghi-Bahmani, Dena
AU - Sheybani, Farshad
AU - Sadeghi, Masoud
AU - Hadi, Samira
AU - Brand, Serge
AU - Errazuriz, Antonia
AU - Crossley, Nicolas
AU - Ristic, Dragana Ignjatovic
AU - López-Jaramillo, Carlos
AU - Efthymiou, Dimitris
AU - Kuttichira, Praveenlal
AU - Kallivayalil, Roy Abraham
AU - Javed, Afzal
AU - Afridi, Muhammad Iqbal
AU - James, Bawo
AU - Seb-Akahomen, Omonefe Joy
AU - Fiedorowicz, Jess
AU - Daskalakis, Jeff
AU - Yatham, Lakshmi N.
AU - Yang, Lin
AU - Okasha, Tarek
AU - Dahdouh, Aïcha
AU - Tiihonen, Jari
AU - Shin, Jae Il
AU - Lee, Jinhee
AU - Mhalla, Ahmed
AU - Gaha, Lotfi
AU - Brahim, Takoua
AU - Altynbekov, Kuanysh
AU - Negay, Nikolay
AU - Nurmagambetova, Saltanat
AU - Jamei, Yasser Abu
AU - Weiser, Mark
AU - Correll, Christoph U.
N1 - Copyright © 2024. Published by Elsevier B.V.
PY - 2025/1
Y1 - 2025/1
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85205003992&partnerID=8YFLogxK
U2 - 10.1016/j.euroneuro.2024.07.010
DO - 10.1016/j.euroneuro.2024.07.010
M3 - Article
C2 - 39341043
AN - SCOPUS:85205003992
SN - 0924-977X
VL - 90
SP - 1
EP - 15
JO - European Neuropsychopharmacology
JF - European Neuropsychopharmacology
ER -