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Table 1.

Eligibility criteria and outcomes of interest.

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Table 1 Expand

Fig 1.

PRISMA flow diagram of study screening and selection.

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Fig 1 Expand

Table 2.

Characteristics of included studies.

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Table 2 Expand

Fig 2.

Risk of bias assessment in randomized controlled trials of effectiveness (ROB 2.0).

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Fig 2 Expand

Fig 3.

Risk of bias in non-randomized controlled studies of effectiveness (ROBINS-I).

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Fig 3 Expand

Fig 4.

Forest plot of comparison: peer support mobile applications vs standard of care, outcome: severity of depression symptoms measured using the Edinburgh Postnatal Depression Scale (EPDS)—short term.

IV, Random: Inverse Variance methods, random effects model; CI: confidence interval.

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Fig 4 Expand

Table 3.

Effectiveness results of prevention-based mobile interventions.

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Table 3 Expand

Fig 5.

Forest plot of comparison: support-based psychotherapy applications vs standard of care, outcome: severity of depression symptoms measured using the Edinburgh Postnatal Depression Scale (EPDS)—short term.

IV, Random: Inverse Variance methods, random effects model; CI: confidence interval.

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Fig 5 Expand

Table 4.

Effectiveness results of management-based mobile interventions.

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Table 4 Expand

Table 5.

Heatmap of equity evidence.

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Table 5 Expand