Smartphone application use patterns for mental health disorders: A systematic literature review and meta-analysis

BACKGROUND

Mobile mental health applications play a significant role in mental health care to fill gaps in care for mental disorders. Despite the growth in mobile phone apps for mental health conditions, patients' mental health smartphone application use, perceived usefulness, and future interest in using apps for mental disorders have not been systematically examined.

METHODS

The authors designed and conducted this systematic review and meta-analysis according to the Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) statement. Articles reporting mobile/smartphone applications used for mental disorders describing ownership, application use, perceived helpfulness, future interest to use, use patterns, and attitudes were included. PubMed/MEDLINE, EMBASE, PsychINFO, Scopus, and Google Scholar were searched. Published articles from 2014 up to October 2022 were included. The methodological quality was assessed using the Joanna Briggs Institute critical appraisal tool. The heterogeneity test, publication bias, funnel plots and Egger's test were applied. The outcome was calculated by metaprop command using a random-effects model.

RESULTS

Ten studies met the eligibility criteria. The pooled prevalence of smartphone ownership, application use for current mental health disorders, perceived usefulness, and future interest in using the app for their mental health problem was 88.63%, 23.29%, 72.80%, and 78.97%, respectively. Heterogeneity and publication bias were detected.

CONCLUSIONS

The results of this study indicate that despite a considerable number of smartphone users, perceived usefulness, and future interest in using smartphone mental health applications among patients with mental disorders, only about one-fifth use an application for mental health disorders. The results show that there is a large potential to increase the use of apps for patients to support self-care in the growing era of digital mental health. Further research with consumers and mental health professionals is recommended to address barriers and improve mhealth app utilization.

REGISTRATION

Prospero international prospective register of systematic reviews with ID: CRD42022359416.

Prevalence of suicidal ideation and attempted suicide in the general population of Ethiopia: a systematic review and meta-analysis

Background

In Ethiopia, in spite of the high burden of suicide related-adverse effect, substantial variability in the reported prevalence of individual studies about suicidal ideation and attempted suicide; there is no national level epidemiological evidence. Thus, the present study aimed to determine the pooled prevalence of suicide ideation and suicidal attempt in the general population.

Methods

We followed the PRISMA Guidelines to report the results of the finding. Databases including: PubMed/Medline, SCOPUS, CINAHL (EBSCOhost), African Journal Online (AJOL) and African Indexed Medicus (AIM) were searched. Heterogeneity was assessed by Cochrane chi-square (χ²) and quantified by I² statistics test. Sensitivity test and subgroup analysis performed. Publication bias was tested by funnel plots and Egger’s test. Effect size was calculated by random effects model.

Results

A total of 12 studies for suicidal ideation and 10 studies for attempted suicide were included in the study. The prevalence of suicidal ideation and attempted suicide were ranged from 1 to 55% and 0.6% to 14% respectively. The 12-month pooled prevalence of suicidal ideation and suicidal attempt were 9% (5–16%), I² = 99.64%, p < 0.001 and 4% (1–8%), I² = 98.11%, p < 0.001] respectively. The lifetime pooled prevalence of attempted suicide was found to be 4% (3–6%). We found evidence of significant heterogeneity for suicidal ideation [I² = 99.64%, p < 0.001] and attempted suicide [I² = 98.11%, p < 0.001]. The subgroup analysis could not identified source of heterogeneity. The sensitivity analysis showed that none of the point estimates was outside of the overall 95%CI for suicidal ideation and attempted suicide. No evidence of publication bias from the visual inspection of the funnel plot for suicidal ideation and [Egger’s test (P = 0.174)] and attempted suicide [Egger’s test (P = 0.318)].

Conclusion

High prevalence of suicidal ideation and attempted suicide were observed in the general population of Ethiopia. These suggest the need of strengthening the awareness of suicidal behaviours and evaluate the effectiveness of the national health strategy in addressing the issues of suicidal behaviours.

Domestic violence related disclosure among women and girls in Ethiopia: a systematic review and meta-analysis

Background

Domestic violence is common public health problem. Domestic violence related disclosure is an important first step in the process of prevention, control and treatments of domestic violence related adverse effect. Thus, this systematic review and meta-analysis aimed to determine the pooled prevalence of domestic violence related disclosure and synthesize its associated factors.

Methods

We followed the PRISMA Guidelines to report the results of the finding. Databases including PubMed, Cochrane Library and Web of Sciences were searched. The heterogeneity between studies was measured by the index of heterogeneity (I² statistics) test. Funnel plots and Egger’s test were used to determine publication bias. Moreover, sensitivity analysis was carried out. To calculate the pooled prevalence, a random effects model was utilized.

Results

Twenty one eligible studies were included in this systematic review and meta-analysis. The pooled prevalence of domestic violence related non-disclosure was found to be 36.2% (95% CI, 31.8–40.5%). Considering violence as normal or not serious, shame, embarrassment and fear of disclosure related consequences were the common barriers for non-disclosure.

Conclusion

More than one third of women and girls were not disclosed their experience of domestic violence. The finding of this study suggests the need of evaluation and strengthening of the collaborative work among different sectors such as: policy-makers, service providers, administrative personnel and community leaders including the engagement of men partner. This study also suggests the needs of women empowerments against the traditional belief, attitude, and practice.

Prevalence of suicidal ideation, suicidal attempt and completed suicide in Ethiopia: a systematic review and meta-analysis protocol

BACKGROUND

Suicide is an emergency psychiatric problem that needs an urgent intervention. Ethiopia, as a nation, has been experiencing high burden of suicide. Cultural taboo, stigma, and criticism associated with suicidal behaviors affect the communities' attitude and practice toward suicide and its help-seeking behaviors. Thus, this systematic review and meta-analysis will provide the pooled prevalence of suicidal ideation, suicidal attempt, and completed suicide in Ethiopia.

METHODS

This review protocol is designed according to the Preferred Reporting Items for Systematic Reviews and Meta-Analysis Protocols (PRISMA-P 2015 Guidelines). Studies reporting the prevalence of suicidal ideation, suicidal attempt, and completed suicide will be included from the databases of PubMed/MEDLINE, Cochrane Library, SCOPUS, EMBASE, and Web of Sciences. The reference lists of retrieved articles, Google Scholar, and national health database reporting suicide will be also searched. No time and language restrictions will be imposed on the search strategy. The methodological quality of included studies will be assessed using the Joanna Briggs Institute critical appraisal tool. The heterogeneity between studies will be measured by the index of heterogeneity (I2 statistics) test. Funnel plots and Egger's test will be used to determine publication bias. Moreover, subgroup and sensitivity analyses will be carried out. The pooled prevalence of suicidal ideation, suicidal attempt, and completed suicide will be calculated by metaprop command using random effects model with the Dersimonian and Laird method.

DISCUSSION

This systematic review and meta-analysis aims to explore the available epidemiological evidences about suicidal ideation, suicidal attempt, and completed suicide. The final results of this review will be submitted for publication in a peer-reviewed journal and presented at conferences. The review of the results will help to raise awareness about the burden of suicidal ideation, suicidal attempt, and completed suicide in Ethiopia.

SYSTEMATIC REVIEW REGISTRATION

PROSPERO CRD42018112836.

Women's attitude and reasons toward justifying domestic violence in Ethiopia: a systematic review and meta-analysis

Background

Domestic violence (DV) is a global public problem that touches all levels of society and socio-economic status. Identifying women's attitudes towards domestic violence is an important first step in the prevention and control of its consequence. Thus, this systematic review and meta-analysis aimed: (i) to synthesize women's reasons for justifying domestic violence and (ii) to determine the pooled prevalence of women's attitude towards domestic violence in Ethiopia.

Methods

Pub-Med and google scholar data bases searched for quantitative cross-sectional studies. The study quality was assessed with the Newcastle-Ottawa quality assessment tool. Heterogeneity test and evidence of publication bias were assessed. Pooled prevalence of women's attitude was calculated with 95%CI using random effects model.

Results

A total of 15 articles were included in the study. The pooled prevalence of women's attitude towards justifying domestic violence was found to be 57% (95% CI; 47.0%-67.2%). Reasons for justifying were: burning food, argues with husband, goes out without telling, neglects children, refuses sex, unfaithful, disobeys and suspects infidelity.

Conclusion

More than half of women accept domestic violence. Authors' suggest strengthening of women's awareness toward norms that justify wife beating.