Evidence mapPaperPMID 37330123Full record

SynthesisAmerican journal of obstetrics and gynecology2024

The effect of digital health interventions on postpartum depression or anxiety: a systematic review and meta-analysis of randomized controlled trials.

Adam K Lewkowitz, Anna R Whelan, Nina K Ayala, Angela Hardi, Carrie Stoll, Cynthia L Battle, Methodius G Tuuli, Megan L Ranney, Emily S Miller

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in American journal of obstetrics and gynecology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers, 8 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
48citing papers in PubMed, 8 pooled it
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

48 citing papers in PubMed, 8 syntheses or guidelines pooled it.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Adam K LewkowitzDepartment of Obstetrics and Gynecology, Warren Alpert Medical School, Brown University, Providence, RI; Center for Digital Health, Brown University School of Public Health, Providence, RI. Electronic address: lewkowitza@wustl.edu.
Anna R WhelanDepartment of Obstetrics and Gynecology, Warren Alpert Medical School, Brown University, Providence, RI.
Nina K AyalaDepartment of Obstetrics and Gynecology, Warren Alpert Medical School, Brown University, Providence, RI.
Angela HardiBecker Medical Library, Washington University School of Medicine in St. Louis, St. Louis, MO.
Carrie StollDivision of Public Health Sciences, Department of Surgery, Washington University School of Medicine in St. Louis, St. Louis, MO.
Cynthia L BattleDepartment of Psychiatry and Human Behavior, Warren Alpert Medical School, Brown University, Providence, RI.
Methodius G TuuliDepartment of Obstetrics and Gynecology, Warren Alpert Medical School, Brown University, Providence, RI.
Megan L RanneyCenter for Digital Health, Brown University School of Public Health, Providence, RI; Department of Emergency Medicine, Warren Alpert Medical School, Brown University, Providence, RI.
Emily S MillerDepartment of Obstetrics and Gynecology, Warren Alpert Medical School, Brown University, Providence, RI.

Funding

Rhode Island Hospital Injury Control Center for Biomedical Research Excellence (COBRE)P20GM139664 · NIGMS · RHODE ISLAND HOSPITAL · 2022 to 2025
$11.5M
Mindfulness, Optimism and Resilience for Perinatal Health and Empowerment (MORPHE) Trial P20GM139767 · MIRIAM HOSPITAL · 2025 to 2025
$1.2M
Increasing Peer Support for OUD Recovery through Digital Health: A National Randomized Controlled TrialR01DA054698 · BROWN UNIVERSITY · 2025 to 2025
$787k
COVID19 vaccine hesitancy among perinatal women at risk for health disparitiesR21HD110912 · NICHD · BUTLER HOSPITAL (PROVIDENCE, RI) · PI CYNTHIA L. BATTLE, ERICA JOY HARDY · 2024 to 2024
$230k
A novel app-based cognitive behavioral therapy intervention for preventing postpartum depressionK23HD103961 · WOMEN AND INFANTS HOSPITAL-RHODE ISLAND · 2025 to 2025
$179k
NCIPC CDC HHS R01 CE003267NICHD NIH HHS K23 HD103961NICHD NIH HHS R01 HD081868NICHD NIH HHS R01 HD093655NICHD NIH HHS R01 HD104187NICHD NIH HHS R01 HD105499NICHD NIH HHS R21 HD110912NIDA NIH HHS R01 DA054698NIDA NIH HHS R34 DA055317NIGMS NIH HHS P20 GM139664NIGMS NIH HHS P20 GM139767
6 · The paper itself

Abstract

objectiveThis study aimed to examine the effect of digital health interventions compared with treatment as usual on preventing and treating postpartum depression and postpartum anxiety. DATA SOURCES: Searches were conducted in Ovid MEDLINE, Embase, Scopus, Cochrane Database of Systematic Reviews, Cochrane Central Register of Controlled Trials, and ClinicalTrials.gov. STUDY ELIGIBILITY REQUIREMENTS: The systematic review included full-text randomized controlled trials comparing digital health interventions with treatment as usual for preventing or treating postpartum depression and postpartum anxiety. STUDY APPRAISAL AND SYNTHESIS

methodsTwo authors independently screened all abstracts for eligibility and independently reviewed all potentially eligible full-text articles for inclusion. A third author screened abstracts and full-text articles as needed to determine eligibility in cases of discrepancy. The primary outcome was the score on the first ascertainment of postpartum depression or postpartum anxiety symptoms after the intervention. Secondary outcomes included screening positive for postpartum depression or postpartum anxiety --as defined in the primary study --and loss to follow-up, defined as the proportion of participants who completed the final study assessment compared with the number of initially randomized participants. For continuous outcomes, the Hedges method was used to obtain standardized mean differences when the studies used different psychometric scales, and weighted mean differences were calculated when studies used the same psychometric scales. For categorical outcomes, pooled relative risks were estimated.

resultsOf 921 studies originally identified, 31 randomized controlled trials-corresponding to 5532 participants randomized to digital health intervention and 5492 participants randomized to treatment as usual-were included. Compared with treatment as usual, digital health interventions significantly reduced mean scores ascertaining postpartum depression symptoms (29 studies: standardized mean difference, -0.64 [95% confidence interval, -0.88 to -0.40]; I

conclusionDigital health interventions modestly, but significantly, reduced scores assessing postpartum depression and postpartum anxiety symptoms. More research is needed to identify digital health interventions that effectively prevent or treat postpartum depression and postpartum anxiety but encourage ongoing engagement throughout the study period.

Indexed as

Depression, PostpartumAnxietyAnxiety DisordersDepressionDigital HealthFemaleHumansRandomized Controlled Trials as Topicdigital health interventioninternetperinatal mental healthpostpartum anxietypostpartum depressionsmartphone applicationtext message

Identifiers

PMID37330123
PMCPMC10721728

What Socratic holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.