Digitalized Cognitive Behavioral Interventions for Depressive Symptoms During Pregnancy: Systematic Review

dc.contributor.authorWan Mohd Yunus Wan Mohd Wan
dc.contributor.authorMatinolli Hanna-Maria
dc.contributor.authorWaris Otto
dc.contributor.authorUpadhyaya Subina
dc.contributor.authorVuori Miika
dc.contributor.authorKorpilahti-Leino Tarja
dc.contributor.authorRistkari Terja
dc.contributor.authorKoffert Tarja
dc.contributor.authorSourander Andre
dc.contributor.organizationfi=Turun ihmistieteiden tutkijakollegium (TIAS)|en=Turku Institute for Advanced Studies (TIAS)|
dc.contributor.organizationfi=lastenpsykiatrian tutkimuskeskus|en=Research Centre for Child Psychiatry|
dc.contributor.organizationfi=lastenpsykiatria|en=Child Psychiatry|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organization-code1.2.246.10.2458963.20.77636057182
dc.contributor.organization-code1.2.246.10.2458963.20.78639161450
dc.contributor.organization-code1.2.246.10.2458963.20.83706093164
dc.contributor.organization-code2607326
dc.converis.publication-id174469118
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/174469118
dc.date.accessioned2022-10-28T12:48:32Z
dc.date.available2022-10-28T12:48:32Z
dc.description.abstract<p>Background: Studies have shown a high prevalence of depression during pregnancy, and there is also evidence that cognitive behavioral therapy (CBT) is one of the most effective psychosocial interventions. Emerging evidence from randomized controlled trials (RCTs) has shown that technology has been successfully harnessed to provide CBT interventions for other populations. However, very few studies have focused on their use during pregnancy. This approach has become increasingly important in many clinical areas due to the COVID-19 pandemic, and our study aimed to expand the knowledge in this particular clinical area.</p><p>Objective: Our systematic review aimed to bring together the available research-based evidence on digitalized CBT interventions for depression symptoms during pregnancy.</p><p>Methods: A systematic review of the Web of Science, Cochrane Central Register of Controlled Trials, CINAHL, MEDLINE, Embase, PsycINFO, Scopus, ClinicalTrials.gov, and EBSCO Open Dissertations databases was carried out from the earliest available evidence to October 27, 2021. Only RCT studies published in English were considered. The PRISMA (Preferred Reporting Items of Systematic Reviews and Meta-analyses) guidelines were followed, and the protocol was registered on the Prospective Register of Systematic Reviews. The risk of bias was assessed using the revised Cochrane risk-of-bias tool for randomized trials.</p><p>Results: The review identified 7 studies from 5 countries (the United States, China, Australia, Norway, and Sweden) published from 2015 to 2021. The sample sizes ranged from 25 to 1342 participants. The interventions used various technological elements, including text, images, videos, games, interactive features, and peer group discussions. They comprised 2 guided and 5 unguided approaches. Using digitalized CBT interventions for depression during pregnancy showed promising efficacy, with guided intervention showing higher effect sizes (Hedges g=1.21) than the unguided interventions (Hedges g=0.14-0.99). The acceptability of the digitalized CBT interventions was highly encouraging, based on user feedback. Attrition rates were low for the guided intervention (4.5%) but high for the unguided interventions (22.1%-46.5%). A high overall risk of bias was present for 6 of the 7 studies.</p><p>Conclusions: Our search only identified a small number of digitalized CBT interventions for pregnant women, despite the potential of this approach. These showed promising evidence when it came to efficacy and positive outcomes for depression symptoms, and user feedback was positive. However, the overall risk of bias suggests that the efficacy of the interventions needs to be interpreted with caution. Future studies need to consider how to mitigate these sources of biases. Digitalized CBT interventions can provide prompt, effective, evidence-based interventions for pregnant women. This review increases our understanding of the importance of digitalized interventions during pregnancy, including during the COVID-19 pandemic.</p>
dc.identifier.eissn1438-8871
dc.identifier.jour-issn1439-4456
dc.identifier.olddbid179134
dc.identifier.oldhandle10024/162228
dc.identifier.urihttps://www.utupub.fi/handle/11111/37127
dc.identifier.urlhttps://www.jmir.org/2022/2/e33337/
dc.identifier.urnURN:NBN:fi-fe2022081154203
dc.language.isoen
dc.okm.affiliatedauthorBin Wan Mohd Yunus, Azam
dc.okm.affiliatedauthorMatinolli, Hanna-Maria
dc.okm.affiliatedauthorWaris, Otto
dc.okm.affiliatedauthorUpadhyaya, Subina
dc.okm.affiliatedauthorVuori, Miika
dc.okm.affiliatedauthorKorpilahti-Leino, Tarja
dc.okm.affiliatedauthorRistkari, Terja
dc.okm.affiliatedauthorKoffert, Tarja
dc.okm.affiliatedauthorSourander, Andre
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3124 Neurology and psychiatryen_GB
dc.okm.discipline515 Psychologyen_GB
dc.okm.discipline3124 Neurologia ja psykiatriafi_FI
dc.okm.discipline515 Psykologiafi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA2 Scientific Article
dc.publisherJMIR Publications Inc.
dc.publisher.countryCanadaen_GB
dc.publisher.countryKanadafi_FI
dc.publisher.country-codeCA
dc.relation.articlenumbere33337
dc.relation.doi10.2196/33337
dc.relation.ispartofjournalJournal of Medical Internet Research
dc.relation.issue2
dc.relation.volume24
dc.source.identifierhttps://www.utupub.fi/handle/10024/162228
dc.titleDigitalized Cognitive Behavioral Interventions for Depressive Symptoms During Pregnancy: Systematic Review
dc.year.issued2022

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