Seven electronic databases including Web of Science, Embase, PubMed, Wanfang Data, Scopus, Science Direct, Cochrane Library will be searched in April 2021 by 2 independent reviewers. For search on PubMed, the following search terms will be used: “COVID-19, 2019 Coronavirus Disease, 2019-nCoV, cognitive behavioral therapy, CBT, cognitive behavioral treatment.” To minimize the risk of publication bias, we will conduct a comprehensive search that included strategies to find published and unpublished studies. The reference lists of the included studies will also be checked for additional studies that are not identified with the database search. There is no restriction in the dates of publication or language in the search. No ethical approval is required in our study because all analyses will be based on aggregate data from previously published studies (Fig. (Fig.11).

PRISMA Flow diagram describing the selection process for relevant clinical trials used in this meta-analysis.

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