Effectiveness of digital psychological interventions in reducing perinatal depression: a systematic review of meta-analyses

Digital psychological interventions have been widely used clinically in recent years, but the methodological quality and quality of evidence of related studies are unclear, thus interfering with the translation of practice outcomes and the application of clinical decisions. We searched for meta-analyses of randomized controlled trials in the PubMed, Web of Science, Embase, Cochrane Library, JBI Database, CINAHL, and PsycINFO databases as well as some databases containing gray literature up to 27 April 2022 using a combination of keywords. After two researchers independently screened and extracted data from the literature, the methodological quality of the included literature was evaluated by the AMSTAR 2 scale, and the evidence quality of the outcome index was graded by the Grading of Recommendations, Assessment, Development, and Evaluation system. A total of 12 meta-analyses reporting the positive impact of digital psychological interventions in the prevention and/or treatment of depressive symptoms in perinatal women were included, but the methodological quality and evidence level of the included studies were low. Digital psychological interventions are effective in reducing perinatal depression, but the methodological quality and reliability of outcome indicators are mostly low. Improving study designs, using higher-quality clinical evidence, conducting systematic evaluation studies strictly following the procedures, and standardizing the reporting of study results are recommended.