mHealth and Perinatal Depression in Low-and Middle-Income Countries: A Scoping Review of the Literature

LoVE4MUM Mobile App to Prevent Postpartum Depression: Protocol for a Pilot Randomized Controlled Trial

BACKGROUND

Postpartum depression remains a significant concern, posing substantial challenges to maternal well-being, infant health, and the mother-infant bond, particularly in the face of barriers to traditional support and interventions. Previous studies have shown that mobile health (mHealth) interventions offer an accessible means to facilitate early detection and management of mental health issues while at the same time promoting preventive care.

OBJECTIVE

This study aims to evaluate the effectiveness of the Leveraging on Virtual Engagement for Maternal Understanding & Mood-enhancement (LoVE4MUM) mobile app, which was developed based on the principles of cognitive behavioral therapy and psychoeducation and serves as an intervention to prevent postpartum depression.

METHODS

This single-blinded, pilot randomized controlled trial includes 64 mothers recruited from the postnatal ward and randomized using a 1:1 ratio to receive either postpartum care (treatment as usual) or postpartum care (treatment as usual) plus the self-guided LoVE4MUM mobile app. The primary outcome is the effectiveness of the mobile app at improving postpartum depression. Secondary outcomes are changes in the mental health literacy score and negative automatic thoughts, which are collected using a self-reported questionnaire.

RESULTS

Patient recruitment began on September 1, 2024. As of January 1, 2025, recruitment was successfully completed, with a total of 72 participants enrolled: 36 in the intervention group and 36 in the control group . The final results are anticipated to be available by March 2025, and publication is expected by the end of 2025.

CONCLUSIONS

By examining the LoVE4MUM app alongside standard postpartum care, this pilot randomized controlled trial seeks to offer preliminary evidence on the potential of mHealth tools to improve maternal mental health as well as to reduce postpartum depression symptoms. The findings are expected to contribute to the future development of effective, accessible, and scalable interventions for mothers.

TRIAL REGISTRATION

ClinicalTrials.gov NCT06366035; https://clinicaltrials.gov/study/NCT06366035.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID)

PRR1-10.2196/63564.

Mental health impact of the COVID-19 pandemic in perinatal women living in Puerto Rico

BACKGROUND

Studies have reported an increase in mental health disorders during the perinatal period as a result of the COVID-19 pandemic and the quarantine restrictions imposed. The effects of untreated maternal mental health have an adverse impact on the mother, the development of the baby, and the family system. Determinants of health, recent natural disasters, and disparities in perinatal care that impact perinatal women in Puerto Rico place them at a higher risk of mental health difficulties.

AIM

It is therefore, of extreme importance, to evaluate the effect that the COVID-19 pandemic has had on this vulnerable population.

DESIGN

This is a cross-sectional observational study that interviewed 100 women in the perinatal period during the COVID-19 lockdown measures in Puerto Rico. Participants completed the Spanish version of the COVID-19 Perinatal Experiences (COPE-IS) questionnaire and assessments of clinical depression (PHQ-9) and anxiety (GAD-7).

RESULTS

The prevalence of moderate to severe risk of depression in this sample is 14%, while 17% showed clinical signs of anxiety. Concerns about social impact and the quarantine mandate were the most common stressors reported. Additionally, our sample reported concerns about the impact the pandemic would have on future employment and finances.

CONCLUSION

Perinatal women showed significantly higher prevalence of depression and anxiety during the COVID -19 pandemic when compared to the mental health prevalence of the general population pre-pandemic in Puerto Rico. The concerns identified during the pandemic provide information on the importance of a biopsychosocial approach to perinatal mental health care.

Young mothers and eHealth: a scoping review

PURPOSE

Young mothers, defined as those age 25 and under, are at an increased risk of experiencing mental health problems. Despite this increased risk, very few mental health and parenting interventions that target the unique needs of this group are available. This scoping review summarized extant research on mental health and parenting eHealth interventions aimed at young mothers.

METHODS

CINAHL, MEDLINE, PsycINFO, PsycARTICLES, and PubMed databases were used for searches, and articles were screened using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines and Arksey and O'Malley's five-stage method for scoping reviews. The eligibility criteria included being peer-reviewed, written in English, published between January 1, 2000, and May 9, 2024, and being an eHealth program targeting mental health and/or parenting skills for women-identifying mothers under the age of 26.

RESULTS

After duplicate removal, 3,431 titles and abstracts were screened, and 112 articles moved to full-text review. Four studies were included, each assessing intervention components, targeting mental health and parenting, and outlining participant feedback on the treatment. Each study evaluated a different type of intervention, with depression being the most studied mental health outcome and coping skills being the most studied parenting outcome.

CONCLUSION

Preliminary findings suggest that eHealth features such as flexibility, text messaging, and peer support are appreciated among young mothers. Further research on mental health and parenting eHealth interventions aimed at addressing the needs of young mothers is needed.

Peer counseling for perinatal depression in low- and middle-income countries: A scoping review

Perinatal depression is associated with adverse maternal, newborn and child health outcomes. Treatment gaps and sociocultural factors contribute to its disproportionate burden in low- and middle-income countries (LMICs). Task-sharing approaches, such as peer counseling, have been developed to improve access to mental health services. We conducted a scoping review to map the current literature on peer counseling for perinatal women experiencing depression in LMICs. We searched CINAHL, MEDLINE, APA PsycINFO, Global Health and EMBASE for literature with no date limits. We included 73 records in our analysis, with most being systematic reviews and meta-analyses, randomized controlled trials and qualitative studies. Most studies were conducted in India and Pakistan and published from 2020 onward. The Thinking Healthy Program (THP) and its Peer-Delivered (THPP) adaptation were the most common interventions. Studies suggested effectiveness, feasibility, acceptability and transferability of peer counseling, particularly within the THPP, for perinatal depression. Studies indicated that local women, as peers and lay counselors, are preferred and effective implementation agents. Gaps in the evidence include those relating to understanding perinatal depression (e.g., contextual understandings of the etiology, comorbidity and heterogeneity and social conditions of psychosocial distress including long-term impacts on relationships and children's development) and understanding and improving implementation. Further research on the adaptation, scaling up and integration of peer-delivered approaches with other approaches to improve impact are needed. There are also gaps in understanding the perspectives and experiences of peer counselors. Evidence gaps may stem from an emphasis on conventional public health approaches and measures derived from Western psychiatry, such as randomized controlled trials. There is relatively little research or implementation that prioritizes peer counselors in terms of understanding their perspectives and experiences (e.g., of professionalization), despite them being central to peer-delivered models. Task sharing has the potential to both empower peer counselors through mental health benefits and professional opportunities but also render peer counselors susceptible to vicarious exposure to traumatic stories and difficult situations amid limitations in available support. Better understanding counselors' and perinatal women's experiences can help decolonize the evidence base and improve implementation.

Effectiveness of group-based psycho-education on preventing postpartum depression among pregnant women by primary healthcare provider in primary healthcare institution: a cluster-randomized controlled trial

Background

In Ethiopia, one in five mothers suffers from postpartum depression, which needs to be prevented through interventions. According to the World Health Organization, maternal healthcare providers have a unique opportunity to provide psychosocial interventions to prevent the damaging effects of perinatal depression. Hence, this study assessed the effectiveness of prenatal group-based psycho-education in preventing postpartum depression (PPD) in primary healthcare units.

Methods

We conducted a two-arm cluster-randomized controlled trial, enrolling 550 pregnant women at 12-20 weeks of gestation with a normal score (0-4) and a mild score (5-9) on the Patient Health Questionnaire-9 (PHQ-9). The study utilized simple randomization techniques to assign clusters between arms in a 1:1 ratio. The data was collected through face-to-face interviews conducted at 12-20 weeks of gestation and 6 weeks postpartum. The intervention group received usual care plus five prenatal group-based psycho-education (PGBPE) classes, while the control group received only usual care. The PPD status between arms was compared using the chi-square test of association. A mixed-effects multilevel logistic regression model was also used to examine the predictors of the outcome variables.

Results

The overall response rate at the end line was 92.9%. Thus, compared to that in controls, the PPD in the intervention clusters was considerably lower (20 (7.6%) vs. 74 (28.9%)), P = 0.001)/65% (AOR = 0.35, 95% CI = 0.13-0.99), although no difference was detected at baseline. Social support (AOR = 0.04, 95% CI = 0.01-0.15), partner emotional support (AOR = 0.24, 95% CI = 0.12-0.51), PPD literacy (AOR = 0.25, 95% CI = 0.11-0.62), and self-esteem (AOR = 0.22, 95% CI = 0.11-0.47) were more likely to protect mothers from PPD. On the contrary, domestic work (AOR = 9.75, 95% CI = 3.37-28.16), neonates with complications (AOR = 5.79, 95% CI = 2.04-16.45), and unhealthy coping (AOR = 2.39, 95% CI = 1.06-5.42) exposed mothers to PPD.

Conclusion

The implementation of a PGBPE in primary healthcare units (PHCUs) was effective at preventing PPD. Therefore, this intervention method has to be promoted and used in PHCUs to prevent PPD.

Clinical Trial Registration

[Pan African Clinical Trial Registry], identifier [PACTR 202203616584913].

Peer support and mobile health for perinatal mental health: A scoping review

BACKGROUND

Up to one in five women experience perinatal depression and/or anxiety with profound negative consequences for mothers and families. Peer support interventions have the potential to effectively prevent perinatal mental health conditions. Meanwhile, mobile health has gained popularity and plays a significant role in enhancing maternal health services. However, little is known about the availability of mobile health combined with peer support for supporting perinatal mental health. This scoping review aimed to map the relevant literature and gain insights into the available evidence on mobile health and peer support for perinatal mental health, to identify gaps and inform opportunities for future research.

METHODS

A scoping review of the literature was conducted. The search strategy included five databases: CIANHL, Scopus, PsycInfo, PubMed, and ScienceDirect for the period from 2007 to 2022.

RESULTS

Eight studies met the inclusion criteria, including features of online support strategies, effectiveness, and attitudes of women about peer support with mobile health. The results showed decreased depressive scores and provided a positive experience for women. Strong satisfaction with accessibility and flexibility of mobile health was found when combined with the peer support features. Additional emotional support tools (e.g., mindfulness-based activities) were likely to be acceptable to women and beneficial to mobile health.

CONCLUSIONS

Understanding the context of peer support and mobile health informs the potential to support perinatal mental health. Further research in this growing area is needed to test the effectiveness of peer support in combination with mobile health intervention for supporting perinatal mental health.

Common mental disorders and associated factors among mothers of children attending severe acute malnutrition treatment in Gedio Zone, Southern Ethiopia, 2022: a cross-sectional study

BACKGROUND

Common mental disorders describe the physical, mental, and social disturbances that are more prevalent in low and middle-income countries. Mothers are among the more vulnerable groups especially mothers having children with under-nutrition. However, there are limited studies about the magnitude of common mental disorders among mothers of undernourished children in Ethiopia. Therefore, we aimed to assess the magnitude of common mental disorders and associated factors among mothers of children attending severe acute malnutrition treatment in Gedio Zone, Southern Ethiopia.

METHODS

A cross-sectional study was employed on 405 systematically selected participants. The outcome variable was assessed by a self-reporting questionnaire (SRQ-20) which was applicable and validated in Ethiopia. Data were entered and analyzed by EPi data version 5 software and SPSS version 25 respectively. Model fitness was checked by Hosmer Lemeshow's test. Logistic regression was employed to identify significant determinants. A p-value < 0.05 was used to declare association and expressed by odds ratio with a 95% CI.

RESULT

In this study, the magnitude of common mental disorders was 33.16% (95% CI [28.5-38])). In multivariable analysis, six factors poor social support [AOR: 14.0, 95% CI (5.45, 35.9)], educational status [AOR: 1.95, 95% CI (1.07. 3.55)], cigarette smoking [AOR: 10.9, 95% CI (1.78, 67.01)], mother of a child with another chronic disease [AOR: 3.19, 95% CI (1.13, 8.99)], sexual violence [AOR: 4.14, 95% CI (1.38, 12.4)] and mothers with chronic disease [AOR: 3.44, 95% CI (1.72, 6.86)] were significantly associated with common mental disorders.

CONCLUSION

The magnitude of common mental disorders was high. Six factors were significantly associated with common mental disorders; social support, sexual violence, maternal chronic illness, educational status, smoking, and mother of child with other chronic disease. Community awareness regarding the effect of violence, substance use, and social support on mental health should be created by the local stakeholders.

A systematic review of reviews on the advantages of mHealth utilization in mental health services: A viable option for large populations in low-resource settings

Global mental health services face challenges such as stigma and a shortage of trained professionals, particularly in low- and middle-income countries, which hinder access to high-quality care. Mobile health interventions, commonly referred to as mHealth, have shown to have the capacity to confront and solve most of the challenges within mental health services. This paper conducted a comprehensive investigation in 2024 to identify all review studies published between 2000 and 2024 that investigate the advantages of mHealth in mental health services. The databases searched included PubMed, Scopus, Cochrane and ProQuest. The quality of the final papers was assessed and a thematic analysis was performed to categorize the obtained data. 11 papers were selected as final studies. The final studies were considered to be of good quality. The risk of bias within the final studies was shown to be in a convincing level. The main advantages of mHealth interventions were categorized into four major themes: 'accessibility, convenience and adaptability', 'patient-centeredness', 'data insights' and 'efficiency and effectiveness'. The findings of the study suggested that mHealth interventions can be a viable and promising option for delivering mental health services to large and diverse populations, particularly in vulnerable groups and low-resource settings.

Exploring Asian maternal experiences and mHealth needs for postpartum mental health care

Background

Mental health care during the postpartum period is notably underexplored within Asian demographics, with barriers such as stigma, privacy concerns, logistical challenges, and a shortage of mental health professionals that limits access to optimal mental healthcare. Previous studies found that mobile health (mHealth) technology has been offering a promising solution to these issues. However, the perspectives of mothers on existing mental health services and their mHealth needs are still not well understood and warrant further exploration.

Objective

This study aimed to explore the postpartum experiences of Malaysian mothers with postpartum depression (PPD) symptoms and their perspectives on using an mHealth technology to improve mental health care during the postpartum period.

Methods

We carried out in-depth interviews with six mothers, which were transcribed verbatim and thematically analysed. Collaborative discussions and consensus were employed to enhanced reliability.

Findings

Five main themes related to mothers' postpartum experiences and perspectives emerged, namely, the existing circumstances of mothers, psychosociological reactions, maternal needs, innovation of care, and suggestions for pragmatic mHealth elements. These themes emphasized the emotional challenges of meeting societal, cultural, and personal expectations. The essential resources identified to be included in the mHealth technology were education on PPD, professional guided self-care, cognitive restructuring, validation of diverse infant feeding practices, and fostering partner support. Furthermore, interactive mHealth features such as mood trackers, notifications, platforms to share, and motivational tools aimed at elevating maternal well-being were also sought.

Conclusions

Mothers expressed a desire for mHealth services emphasizing the need for these educational tools to be culturally sensitive, accommodating local language and religious practices, and offering support during confinement, to effectively address the unique needs of postpartum mothers. This study highlights the importance of prioritizing practical mHealth interventions as strategic support services to enhance positive postpartum mental care in resource-stricken countries.

Telehealth Care for Perinatal Depression in Immigrant and Refugee Women: A Scoping Review

Immigrant and refugee women have higher rates of perinatal depression compared to native-born women. Innovative telehealth interventions provide opportunities for prevention and treatment of perinatal depression. However, little is known about telehealth for perinatal immigrant and refugee women with depression. The aims of this scoping review were to identify available literature addressing the use of telehealth care for perinatal depression in immigrant and refugee women, and to determine the content, mode of delivery, and outcomes of telehealth care when provided for this population. A systematic literature search from 2000 to July 2023 was conducted in six databases and grey literature. The initial search resulted in 988 articles which were screened for their titles and abstracts. Eighty-one full-text articles were reviewed, yielding five articles included in this review. One quantitative study (a feasibility descriptive study), three qualitative studies, and a commentary supported the user satisfaction and potential effectiveness of telehealth care, delivered via telephone and text messaging, in improving perinatal depression symptoms. This review revealed a dearth of data-based studies on the outcomes of telehealth care for perinatal depression among immigrant and refugee women. Collaboration among researchers, healthcare providers, and technology engineers is required to improve telehealth care for this population.

The effectiveness of technology-based cognitive behavioral therapy on perinatal depression and anxiety: A systematic review and meta-analysis

BACKGROUND

Extensive literature has shown the effectiveness of cognitive behavioral therapy in treating perinatal depression, but little is known about the effectiveness of its technology-based version.

AIM

The aim of this review was to examine the effectiveness of technology-based cognitive behavioral therapy in reducing depressive and anxiety symptoms in women suffering from or at risk of experiencing perinatal depression.

METHODS

Six electronic databases were searched until February 2023 for articles published in English. Random-effect meta-analyses were conducted. Heterogeneity was assessed using the I2 statistics and Cochran's Q chi-squared test. Sensitivity analyses and subgroup analyses were also performed, and quality appraisals at the study and outcome levels were conducted.

RESULTS

A total of 16 randomized controlled trials were included in the review. Results from meta-analyses suggest that technology-based cognitive behavioral therapy has a medium effect in reducing perinatal depressive symptoms and a small effect in reducing perinatal anxiety symptoms. Overall, women suffering from or at risk of perinatal depression may benefit from technology-based cognitive behavioral therapy.

LINKING EVIDENCE TO ACTION

Future interventions can be improved by addressing both perinatal depression and anxiety, paying more attention to antenatal women to prevent postnatal mental health issues, and using self-guided mobile applications for accessibility.

Lessons from digital technology-enabled health interventions implemented during the coronavirus pandemic to improve maternal and birth outcomes: a global scoping review

BACKGROUND

Timely access to essential obstetric and gynecologic healthcare is an effective method for improving maternal and neonatal outcomes; however, the COVID-19 pandemic impacted pregnancy care globally. In this global scoping review, we select and investigate peer-reviewed empirical studies related to mHealth and telehealth implemented during the pandemic to support pregnancy care and to improve birth outcomes.

METHODS

We searched MEDLINE and PubMed, Scopus, CINAHL and Web of Science for this Review because they include peer-reviewed literature in the disciplines of behavioral sciences, medicine, clinical sciences, health-care systems, and psychology. Because our investigative searches reviewed that there is considerable 'grey literature' in this area; we did not restrict our review to any study design, methods, or place of publication. In this Review, peer-reviewed preprints were comparable to published peer-reviewed articles, with relevant articles screened accordingly.

RESULTS

The search identified 1851 peer reviewed articles, and after removal of duplicates, using inclusion and exclusion criteria, only 22 studies were eligible for inclusion in the review published from January 2020 to May 2022. mHealth interventions accounted for 72.7% (16 of 22 studies) and only 27.3% (6 of 22 studies) were telehealth studies. There were only 3 example studies that integrated digital technologies into healthcare systems and only 3 studies that developed and evaluated the feasibility of mobile apps. Experimental studies accounted 68.8% of mHealth studies and only 33.3% studies of telehealth studies. Key functionalities of the pregnancy apps and telehealth platforms focused on mental and physical wellness, health promotion, patient tracking, health education, and parenting support. Implemented interventions ranged from breastfeeding and selfcare to behavioral health. Facilitators of uptake included perceived benefits, user satisfaction and convenience. Mobile apps and short messaging services were the primary technologies employed in the implemented mHealth interventions.

CONCLUSION

Although our Review emphasizes a lack of studies on mHealth interventions and data from pregnant women during the COVID-19 crisis, the review shows that implementation of digital health interventions during emergencies are inevitable given their potential for supporting pregnancy care. There is also a need for more randomized clinical trials and longitudinal studies to better understand the effectiveness and feasibility of implementing such interventions during disease outbreaks and emergencies.

Positive intervention effect of mobile health application based on mindfulness and social support theory on postpartum depression symptoms of puerperae

OBJECTIVE

This study investigated the effects of mobile health application designed based on mindfulness and social support theory on parenting self-efficacy and postpartum depression symptoms of puerperae.

METHODS

We recruited 130 puerperae from a hospital in China and randomized them to an App use group (n = 65) and a waiting control group (n = 65). The App group underwent an 8-week app use intervention while the control group underwent no intervention. We measured four main variables (mindfulness, perceived social support, maternal parental self-efficacy and postpartum depressive symptoms) before and after the App use intervention.

RESULTS

In the App group, perceived social support, maternal parental self-efficacy were significantly higher and postpartum depressive symptoms was significantly lower. In the control group, there were no significant differences in any of the four variables between the pre-test and post-test.

CONCLUSIONS

Our findings indicated that the mobile health application may help to improve perceived social support, maternal self-efficacy and reduce postpartum depressive symptoms. The finding of the mobile health application's effect extends our understanding of integrative effects of mindfulness and perceived social support on reduction of postpartum depressive symptoms and suggests clinical potentials in the treatment of postpartum depressive symptoms.

Online intervention to prevent postnatal depression and anxiety in Chilean new mothers: Protocol for a feasibility trial

Symptoms of postpartum depression and anxiety in new mothers are prevalent and negatively impact maternal emotional wellbeing and infant development. Barriers to accessing treatment prevent women from receiving mental health care, a situation that has worsened due to the COVID-19 pandemic. mHealth interventions hold the potential to support women during the transition to parenthood despite these barriers and to promote the use of preventive interventions. This study uses a mixed methods design to assess the feasibility and preliminary effectiveness of a psychoeducational, guided mHealth intervention to prevent postpartum mental health difficulties in women who receive care in primary health centers in Chile. The study will contribute to evidence-based research on the effectiveness of mHealth interventions for new mothers from an understudied cultural background. The findings will also enable the development of a larger randomized controlled trial to assess the effectiveness of the intervention, which, if effective, could significantly contribute to the emotional wellbeing of women and their families.

Study Protocol of an App-Based Prevention Program for Perinatal Depression

The prevalence of perinatal depression (PND) in China is continuously rising, and the suicide rate among pregnant women is remarkably high. Preventing the occurrence of PND based on the management of primary health care is of great significance. Improving adherence to intervention programs is a key concern for PND prevention. Thus, a new intervention strategy based on mobile health could bring a new perspective to prevent the occurrence of PND and reduce the sample dropout rate. A single-blind, cluster randomized controlled trial will be performed to evaluate the effectiveness of a personalized, dynamic, and stratified intervention strategy based on an app. Four health centers will be randomly selected and randomly assigned to an intervention group (two centers) and a control group (two centers). Participants (n = 426) will be enrolled from the four selected health centers, with 213 in each group. The intervention group will receive the interventions personalized by the feature-matching algorithm of the user profile and be reassigned to the low-risk group (Edinburgh Postnatal Depression Scale [EPDS] < 9) or moderate/high-risk group (9 ≤ EPDS < 13 and EPDS ≥ 13, but not meeting the criteria for PND) for intervention based on each EPDS score until 6 months after delivery. The control group will receive the same intervention components of the app but without the dynamic, personalized, and stratified function. Depression status, negative emotion symptoms, parental competence, and sample dropout rate will be measured at different weeks of pregnancy (12-16 [baseline], 24, 37) and at 42 days, 3 months, and 6 months after delivery. Follow-up evaluation (t₆: 12 months after delivery) will also be conducted. If the intervention is effective, it will provide a personalized, time-friendly, and dynamic intervention for preventing PND. This phenomenon can effectively reduce the sample dropout rate and provide an empirical basis for promoting maternal mental health.

Psychosocial predictors of mental health among pregnant women

PURPOSE

The vulnerability and prevalence of common psychiatric illnesses, that is, anxiety and depression are very high at the time of pregnancy in the socio-cultural context of Southeast Asian low- middle-income countries' pregnant women. However, the issue remains poorly understood despite the fact that pregnancy can be stressful for women, their families and is strongly connected with marital quality and perceived social support. The present study examines the impact of anxiety proneness, marital satisfaction, and perceived social support on fear of childbirth and development of depression among pregnant women.

DESIGN AND METHODS

Participants were purposively selected 136 pregnant women who were in the third trimester with ages ranging between 19 and 35 years and were selected through a purposive sampling technique from six hospitals in Pakistan. The STICSA, RAS, MSPSS, CAQ, and PADQ scales and questionnaires were used as study tools.

FINDINGS

Anxiety proneness positively predicted childbirth fear and depression; marital satisfaction and perceived presence of social support were negative predictors among pregnant women.

PRACTICE IMPLICATIONS

Obstetricians, nurses, midwives, and mental health professionals can imply these findings towards developing targeted antenatal programs that focus on the pregnant woman's mental health.

Construct of the Association between Sleep Quality and Perinatal Depression: A Literature Review

Pregnancy is characterized by hormonal and physiological changes; some of these changes cause changes in sleep, presenting excessive sleep in early pregnancy due to the action of progesterone, and difficulty sleeping at the end of pregnancy due to weight gain and frequency of urination. Objective: to identify and systematize the evidence on the association between sleep quality and perinatal depression in pregnant and postpartum women. Methods: an integrative literature review was carried out with a search in the CINAHL, MEDLINE, and SCOPUS databases using the PRISMA flowchart. Results: Of the 92 articles, 10 studies were included according to the eligibility criteria. Results indicate that poor sleep quality during pregnancy is predictive of prenatal and postnatal depression. Sleep quality worsens with increasing gestational and maternal age. Conclusions: Sleep quality during pregnancy is associated with perinatal depression, a global public health problem with high prevalence. Due to its severe consequences for women, children, and families, perinatal depression needs to be identified early, preferably during pregnancy or soon after childbirth, justifying the priority of screening and prevention.

Effectiveness of web-based and mobile-based psychological interventions to prevent perinatal depression: Study protocol for a systematic review and meta-analysis of randomized controlled trials

INTRODUCTION

Perinatal depression is one of the most common complications during pregnancy and one year following childbirth. A negative impact on the mental and physical health of women, their children, partners, or significant others has been associated with this disease. Web-based and Mobile-based psychological interventions can reduce the burden of the disease through prevention of new cases of depression. It is crucial to know the effectiveness of these interventions to implement them around the globe. This systematic review and meta-analysis aims to assess the effectiveness of Web-based and Mobile-based psychological interventions to prevent depression during the perinatal period.

METHOD AND ANALYSIS

A systematic review and meta-analysis will adhere to the PRISMA guidelines. Studies will be identified through MEDLINE, PsycINFO, Web of Science, Scopus, CINAHL, CENTRAL, Opengrey, Australian New Zealand Clinical Trial Registry, National Institute for Mental Health Research at the Australian National University, clinicaltrial.gov, beacon.anu.edu.au, and evidencebasedpsychotherapies.org from inception until 31 March 2021. We will also search the reference lists provided in relevant studies and reviews. The selection criteria will be as follows: 1) pregnant women or women who have given birth in the last 12 months and who were non-depressive at baseline; 2) Web-based and Mobile-Based psychological interventions; 3) comparators will be usual care, attention control, waiting list or no intervention; 4) outcomes will be the incidence of new cases of perinatal depression and/or the reduction of depressive symptoms as measured by validated instruments; and 5) the design of the studies will be randomized controlled trials. No restrictions regarding the year or language of publication will be considered. Pooled standardized mean differences and 95% confidence intervals will be calculated. The risk of bias of the studies will be assessed through the Cochrane Collaboration risk of bias 2.0 tool. Heterogeneity and publication bias will be estimated. Sensitivity and sub-group analyses will also be conducted. Random effects meta-regression will be performed.

ETHICS AND DISSEMINATION

As a systematic review, ethical approval is not required. The results from this study will be presented at international conferences and disseminated through peer-reviewed publications. Patients and the public will be involved in the dissemination plans.

PROSPERO REGISTRATION NUMBER

230,089 (submitted).