Acknowledgments The project group Bergen in change (BiE) contributed to the study design. The group consists of Silje Mæland, Lars Thore Fadnes, William Hazell, Stine Lehmann, Øystein Vedaa, Jens Christoffer Skogen, Gro Mjeldheim Sandal, Ellen Haug, Ragnhild Bjørknes, Åsgeir Kjetland Rabben and Andreas Roaldsnes. We would like to thank Guri Rørtveit and Øystein Hetlevik from the University of Bergen, Kjell Wolff and Trond Egil Hansen from Bergen Municipality for initiating this work in the frame of Alrek Health Cluster, Sverre Littleskare for advice on setting up and cohort during the pandemic, and Stina Johansson at Rambøll Consulting for technical support. The data Protection Officers at University of Bergen and Bergen Municipality contributed with important guidance, and the Norwegian Regional Committee for Ethics in Medical Research for fast-tracking COVID-19 projects. Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. Supplementary Materials The following are available online at https://www.mdpi.com/1660-4601/18/1/130/s1, Document S1: Questionnaire items, Table S1: Multinomial regression of emotional eating by predictors. Click here for additional data file. Author Contributions Conceptualization, S.M. and L.T.F.; methodology, S.M., L.T.F., M.B. and Å.K.R.; formal analysis, M.B. and L.T.F.; writing—original draft preparation, M.B. and L.T.F.; writing—review and editing, E.K.A., R.B. and J.C.S.; supervision, L.T.F.; project administration, L.T.F. and S.M. All authors have read and agreed to the published version of the manuscript. Funding The study was funded by Bergen Municipality and University of Bergen. The first author was funded through Helse Vest on the ATLAS4LAR project. Institutional Review Board Statement The study was conducted according to the guidelines of the Declaration of Helsinki, and approved by the Norwegian Regional Committee for Ethics in Medical Research (REK 2020/131560). Informed Consent Statement Informed consent was obtained from all subjects involved in the study. Data Availability Statement The data presented in this study are available on request from the corresponding author. The data are not publicly available due to privacy restrictions. Conflicts of Interest The authors declare no conflict of interest.