Development and pilot testing of an online monitoring tool of depression symptoms and side effects for young people being treated for depression

A collaborative realist review of remote measurement technologies for depression in young people

Digital mental health is becoming increasingly common. This includes use of smartphones and wearables to collect data in real time during day-to-day life (remote measurement technologies, RMT). Such data could capture changes relevant to depression for use in objective screening, symptom management and relapse prevention. This approach may be particularly accessible to young people of today as the smartphone generation. However, there is limited research on how such a complex intervention would work in the real world. We conducted a collaborative realist review of RMT for depression in young people. Here we describe how, why, for whom and in what contexts RMT appear to work or not work for depression in young people and make recommendations for future research and practice. Ethical, data protection and methodological issues need to be resolved and standardized; without this, RMT may be currently best used for self-monitoring and feedback to the healthcare professional where possible, to increase emotional self-awareness, enhance the therapeutic relationship and monitor the effectiveness of other interventions.

Efficacy of empagliflozin as adjunctive therapy to citalopram in major depressive disorder: a randomized double-blind, placebo-controlled clinical trial

BACKGROUND

Major depressive disorder is one of the most common psychiatric disorders, which is associated with a high disease burden. Current treatments using antidepressants have limitations, so using medication with neuromodulating and anti-inflammatory properties alongside them could be helpful. In a clinical trial, we studied the effectiveness of empagliflozin, a blood sugar-lowering drug, as an adjunctive therapy to reduce the severity of depression symptoms.

METHODS

A number of outpatients with moderate to severe depression (Hamilton Depression Rating Scale (HDRS) > = 17) who were not under related medication or had not taken medication for at least the last two months, had an age range of 18-60 years and had written informed consent to enter the study (N = 90) were randomly divided into two groups receiving placebo or empagliflozin (10 mg daily) combined with citalopram (40 mg daily) based on permuted block randomization method in an 8-week randomized, double-blind, placebo-controlled clinical trial. They were evaluated using the HDRS in weeks 0, 4, and 8.

RESULTS

HDRS scores were equal to 28.42(± 3.83), 20.20(± 3.82), and 13.42(± 3.42) in the placebo group during weeks 0,4, and 8, respectively. These scores were 27.36(± 3.77), 13.76(± 1.40), and 7.00(± 1.13), respectively, for the group treated with empagliflozin. Compared to the control group, patients treated with empagliflozin using repeated-measures ANOVA showed greater improvement in reducing the severity of depression symptoms over time (p value = 0.0001).

CONCLUSIONS

Considering the promising findings in this clinical trial, further study of empagliflozin as adjunctive therapy in MDD with larger sample sizes and longer follow-ups is recommended.

Socio-economic, health and environmental factors influencing suicide rates: A cross-country study in the Eastern Mediterranean region

BACKGROUND

Suicide is a crucial concern for public health in the world. To date, there is no synthesized evidence about the cross-country impact of suicide risk factors in the Eastern Mediterranean (EMRO). This paper aims to cover the gap and assess socio-economic, health, and environmental (SHE) factors influencing suicide rates among the EMRO countries from 1990 to 2019.

METHODS

This analysis is a cross-sectional time-series design which uses random-effect panel data from 17 EMRO countries. SHE variables are inflation rate, economic growth, unemployment rate, urbanization, and female labor force participation rate, mental disorders prevalence and individuals using the internet.

RESULTS

The models indicate that male suicide rates was positively associated with inflation rate (coefficient = 0.002, p < 0.05) unemployment rate (0.06, p < 0.01), mental disorders prevalence (0.0008, p < 0.01), and urbanization (0.08, p < 0.05). Conversely, individuals using the internet (-0.019, p < 0.01) was related to a reduction in male suicide rates. Variables correlated with an increase in female suicide rates included inflation rate (0.001, p < 0.05), mental disorders prevalence (coefficient = 0.0004, p < 0.01) and urbanization (0.03, p < 0.01). Individuals using the internet (-0.006, p < 0.01) and education index (-4.8, p < 0.01) had negative effect on female suicide rates.

CONCLUSIONS

This research confirms that SHE factors appear to affect suicide. So policymakers should endeavor to control them if the nations are aimed at preventing suicides. Future researches are essential to scrutinize paradoxes in the field.

Validation of a brief tool to assess and monitor suicidal ideation: The Youth Suicide Ideation Screen (YSIS-3)

BACKGROUND

. Suicidal ideation is common in young people. Assessment and monitoring can help to understand its dynamic nature and inform treatment planning.

AIMS

. The aims were to evaluate psychometric properties of a brief screening tool - the Youth Suicide Ideation Screen-3 item (YSIS-3) and determine its correlation with the Suicidal Ideation Question-Junior (SIQ-JR) and measures of depressive and anxiety symptoms a.

METHOD

. Cronbach's alpha (α) was used to evaluate internal consistency of the YSIS-3 in 1107 young people. Convergent validity was evaluated using network analysis based on individual item polychoric correlations. Structural equation modelling was used to understand latent constructs; pearson product moment correlations to validate the integrity of the underlying construct. and two-way mixed Intraclass Correlation Coefficient to examine longitudinal stability and Cohen's d to assess sensitivity to change.

RESULTS

. The YSIS-3 was found to have internal consistency, convergent validity and criteria validity almost identical to the 15-item SIQ-JR. There was a high correlation (0.91) between the latent factor underpinning YSIS-3 and SIQ-JR. The YSIS-3 was more sensitive to change among those presenting with suicidal ideation at baseline.

CONCLUSIONS

. The YSIS-3 is a valid measure for the assessment and monitoring of suicidal ideation, and is sensitive to change. This brief measure can contribute to regular monitoring of the presence and nature of suicidal ideation, which when included in comprehensive assessment, will inform the clinical management of those at risk of suicide.

Information and Communication Technology Use in Suicide Prevention: Scoping Review

BACKGROUND

The use of information and communication technology (ICT) in suicide prevention has progressed rapidly over the past decade. ICT plays a major role in suicide prevention, but research on best and promising practices has been slow.

OBJECTIVE

This paper aims to explore the existing literature on ICT use in suicide prevention to answer the following question: what are the best and most promising ICT practices for suicide prevention?

METHODS

A scoping search was conducted using the following databases: PubMed, PsycINFO, Sociological Abstracts, and IEEE Xplore. These databases were searched for articles published between January 1, 2013, and December 31, 2018. The five stages of the scoping review process were as follows: identifying research questions; targeting relevant studies; selecting studies; charting data; and collating, summarizing, and reporting the results. The World Health Organization suicide prevention model was used according to the continuum of universal, selective, and indicated prevention.

RESULTS

Of the 3848 studies identified, 115 (2.99%) were selected. Of these, 10 regarded the use of ICT in universal suicide prevention, 53 referred to the use of ICT in selective suicide prevention, and 52 dealt with the use of ICT in indicated suicide prevention.

CONCLUSIONS

The use of ICT plays a major role in suicide prevention, and many promising programs were identified through this scoping review. However, large-scale evaluation studies are needed to further examine the effectiveness of these programs and strategies. In addition, safety and ethics protocols for ICT-based interventions are recommended.

Clinical dilemmas of routine outcome monitoring and clinical feedback: A qualitative study of patient experiences

ABSTRACT Purpose: Routine outcome monitoring (ROM) and clinical feedback systems (CFS) are becoming prevalent in mental health services, but there are several challenges to successful implementation. ROM/CFS seem to be helpful for some patients, but not for others. To investigate this, we explored patients' experiences with ROM/CFS as an interpersonal and psychotherapeutic process, in naturalistic settings. Method: We used video-assisted interpersonal process recall interviews to investigate the experiences of 12 patients using ROM/CFS in a Norwegian mental health outpatient clinic. Data were analyzed through systematic text condensation. Results: Our analysis resulted in three pairs of experiences with ROM/CFS: (1) Explicit vs. implicit use of information, (2) Directing focus towards or away from therapeutic topics, and (3) Giving and receiving feedback. These experiences could be helpful or hindering, depending on participants' needs and preferences. All participants needed to know that the CFS was used in a meaningful way. If not, it could be detrimental to the therapeutic process. Conclusion: In order to be helpful for patients, ROM/CFS should be used in a way that is flexible, meaningful to patients, and sensitive to individual needs and preferences. Future research should further explore this how-to aspect of ROM/CFS with different CFS and populations.

Association Between Victimization, Internet Overuse, and Suicidal Behaviors Among Adolescents

PURPOSE

The aim of this study was to identify the association between violence exposure and suicidal ideation, plans, and attempts among adolescents and to test whether these relationships were mediated by internet overuse.

DESIGN AND METHODS

We used a cross-sectional design and analyzed the raw data of 101,440 high school students (52.1% male; mean age = 16.43 years, SD = 0.03) from the 10th-12th Korea Youth Risk Behavior Web-Based Survey.

RESULTS

A series of multivariate logistic regression analyses were conducted. Violence exposure incurred a significantly higher risk of suicidal ideation (crude odds ratio, 95% confidence interval = 4.44, 4.07-4.87), suicidal plans (crude odds ratio, 95% confidence interval = 8.89, 7.94-9.96), and suicidal attempts (crude odds ratio, 95% confidence interval = 11.17, 9.86-12.66). The Sobel test showed evidence of the mediating role of internet overuse in the relationship between violence exposure and each suicidal variable: ideation (p = .004), plans (p = .004), and attempts (p = .012).

PRACTICE IMPLICATIONS

The findings suggest a need to organize the protective procedures for victimized high school students so that they can use the internet more securely. In particular, adolescents who are prone to being victimized or bullied should have restricted access to the internet or monitored with caution to prevent internet overuse. Counseling for this population is suggested to reduce the risk of suicide by assessing the motivations and patterns of internet use. It is necessary to spread awareness among potential violence exposure group on coping with violence experience and using the internet appropriately.

Suicide Prevention Mobile Apps: Descriptive Analysis of Apps from the Most Popular Virtual Stores

Background

Provision of follow-up and care during treatment of people with suicidal intentions is a challenge for health professionals and experts in information and communications technology (ICT). Therefore, health professionals and ICT experts are making efforts to carry out these activities in collaboration by using mobile apps as a technological resource.

Objective

This study aimed to descriptively analyze mobile apps aimed at suicide prevention and to determine relevant factors in their design and development. In addition, it sought to analyze their impact on the support of treatment for patients at risk for suicide.

Methods

We considered 20 apps previously listed in the article “Mobile Apps for Suicide Prevention: Review of Virtual Stores and Literature” (de la Torre et al, JMIR mHealth uHealth 2017;5[10]:e130). To find the apps in this list, the most popular app stores (Android and iOS) were searched using the keyword “suicide prevention.” The research focused on publicly available app information: language, platform, and user ratings. The results obtained were statistically evaluated using 16 parameters that establish various factors that may affect the choice of the user, and the consequent support that the app can offer to a person at risk for suicide.

Results

Of the 20 mobile apps, 4 no longer appeared in the app stores and were therefore excluded. Analysis of the remaining 16 apps sampled showed the following: (1) a high percentage of the apps analyzed in the study (n=13, 82%) are provided in English language; (2) the sampled apps were last updated in 2017, when only 45% of them were updated, but the constant and progressive update of treatments should be reflected in the apps; and (3) the technical quality of these apps cannot be determined on the basis of the distribution of scores, because their popularity indices can be subjective (according to the users). User preference for a particular operating system would require further, more specific research, including study of the differences in the technical and usability aspects between both platforms and the design of medical apps.

Conclusions

Although there are positive approaches to the use of apps for suicide prevention and follow-up, the technical and human aspects are yet to be explored and defined. For example, the design and development of apps that support suicide prevention should be strongly supported by health personnel to humanize these apps, so that the effectiveness of the treatments supported by them can be improved.

eMental Healthcare Technologies for Anxiety and Depression in Childhood and Adolescence: Systematic Review of Studies Reporting Implementation Outcomes

BACKGROUND

Anxiety disorders and depression are frequent conditions in childhood and adolescence. eMental healthcare technologies may improve access to services, but their uptake within health systems is limited.

OBJECTIVE

The objective of this review was to examine and describe how the implementation of eMental healthcare technologies for anxiety disorders and depression in children and adolescents has been studied.

METHODS

We conducted a search of 5 electronic databases and gray literature. Eligible studies were those that assessed an eMental healthcare technology for treating or preventing anxiety or depression, included children or adolescents (<18 years), or their parents or healthcare providers and reported findings on technology implementation. The methodological quality of studies was evaluated using the Mixed Methods Appraisal Tool. Outcomes of interest were based on 8 implementation outcomes: acceptability (satisfaction with a technology), adoption (technology uptake and utilization), appropriateness ("fitness for purpose"), cost (financial impact of technology implementation), feasibility (extent to which a technology was successfully used), fidelity (implementation as intended), penetration ("spread" or "reach" of the technology), and sustainability (maintenance or integration of a technology within a healthcare service). For extracted implementation outcome data, we coded favorable ratings on measurement scales as "positive results" and unfavorable ratings on measurement scales as "negative results." Those studies that reported both positive and negative findings were coded as having "mixed results."

RESULTS

A total of 46 studies met the inclusion criteria, the majority of which were rated as very good to excellent in methodological quality. These studies investigated eMental healthcare technologies for anxiety (n=23), depression (n=18), or both anxiety and depression (n=5). Studies of technologies for anxiety evaluated the following: (1) acceptability (78%) reported high levels of satisfaction, (2) adoption (43%) commonly reported positive results, and (3) feasibility (43%) reported mixed results. Studies of technologies for depression evaluated the following: (1) appropriateness (56%) reported moderate helpfulness and (2) acceptability (50%) described a mix of both positive and negative findings. Studies of technologies designed to aid anxiety and depression commonly reported mixed experiences with acceptability and adoption and positive findings for appropriateness of the technologies for treatment. Across all studies, cost, fidelity, and penetration and sustainability were the least measured implementation outcomes.

CONCLUSIONS

Acceptability of eMental healthcare technology is high among users and is the most commonly investigated implementation outcome. Perceptions of the appropriateness and adoption of eMental healthcare technology were varied. Implementation research that identifies, evaluates, and reports on costs, sustainability, and fidelity to clinical guidelines is crucial for making high-quality eMental healthcare available to children and adolescents.

A systematic review of the relationship between internet use, self-harm and suicidal behaviour in young people: The good, the bad and the unknown

Background

Research exploring internet use and self-harm is rapidly expanding amidst concerns regarding influences of on-line activities on self-harm and suicide, especially in young people. We aimed to systematically review evidence regarding the potential influence of the internet on self-harm/suicidal behaviour in young people.

Methods

We conducted a systematic review based on an electronic search for articles published between 01/01/2011 and 26/01/2015 across databases including Medline, Cochrane and PsychInfo. Articles were included if: the study examined internet use by individuals who engaged in self-harm/ suicidal behaviour, or internet use clearly related to self-harm content; reported primary empirical data; participants were aged under 25 years. New studies were combined with those identified in a previous review and subject to data extraction, quality rating and narrative synthesis.

Results

Forty-six independent studies (51 articles) of varying quality were included. Perceived influences were: positive for 11 studies (38191 participants); negative for 18 studies (119524 participants); and mixed for 17 studies (35235 participants). In contrast to previous reviews on this topic studies focused on a wide range of internet mediums: general internet use; internet addiction; online intervention/treatment; social media; dedicated self-harm websites; forums; video/image sharing and blogs. A relationship between internet use and self-harm/suicidal behaviour was particularly associated with internet addiction, high levels of internet use, and websites with self-harm or suicide content. While there are negative aspects of internet use the potential for isolation reduction, outreach and as a source of help and therapy were also identified.

Conclusions

There is significant potential for harm from online behaviour (normalisation, triggering, competition, contagion) but also the potential to exploit its benefits (crisis support, reduction of social isolation, delivery of therapy, outreach). Young people appear to be increasingly using social media to communicate distress, particularly to peers. The focus should now be on how specific mediums’ (social media, video/image sharing) might be used in therapy and recovery. Clinicians working with young people who self-harm or have mental health issues should engage in discussion about internet use. This should be a standard item during assessment.

A protocol for this review was registered with the PROSPERO systematic review protocol registry: (http://www.crd.york.ac.uk/prospero/display_record.asp?ID=CRD42015019518).

Pediatric eMental healthcare technologies: a systematic review of implementation foci in research studies, and government and organizational documents

Background

Researchers, healthcare planners, and policymakers convey a sense of urgency in using eMental healthcare technologies to improve pediatric mental healthcare availability and access. Yet, different stakeholders may focus on different aspects of implementation. We conducted a systematic review to identify implementation foci in research studies and government/organizational documents for eMental healthcare technologies for pediatric mental healthcare.

Methods

A search of eleven electronic databases and grey literature was conducted. We included research studies and documents from organization and government websites if the focus included eMental healthcare technology for children/adolescents (0–18 years), and implementation was studied and reported (research studies) or goals/recommendations regarding implementation were made (documents). We assessed study quality using the Mixed Methods Appraisal Tool and document quality using the Appraisal of Guidelines for Research & Evaluation II. Implementation information was grouped according to Proctor and colleagues’ implementation outcomes—acceptability, adoption, appropriateness, cost, feasibility, fidelity, penetration, and sustainability—and grouped separately for studies and documents.

Results

Twenty research studies and nine government/organizational documents met eligibility criteria. These articles represented implementation of eMental healthcare technologies in the USA (14 studies), United Kingdom (2 documents, 3 studies), Canada (2 documents, 1 study), Australia (4 documents, 1 study), New Zealand (1 study), and the Netherlands (1 document). The quality of research studies was excellent (n = 11), good (n = 6), and poor (n = 1). These eMental health studies focused on the acceptability (70%, n = 14) and appropriateness (50%, n = 10) of eMental healthcare technologies to users and mental healthcare professionals. The quality of government and organizational documents was high (n = 2), medium (n = 6), and low (n = 1). These documents focused on cost (100%, n = 9), penetration (89%, n = 8), feasibility (78%, n = 7), and sustainability (67%, n = 6) of implementing eMental healthcare technology.

Conclusion

To date, research studies have largely focused on acceptability and appropriateness, while government/organizational documents state goals and recommendations regarding costs, feasibility, and sustainability of eMental healthcare technologies. These differences suggest that the research evidence available for pediatric eMental healthcare technologies does not reflect the focus of governments and organizations. Partnerships between researchers, healthcare planners, and policymakers may help to align implementation research with policy development, decision-making, and funding foci.

Electronic supplementary material

The online version of this article (doi:10.1186/s13012-017-0608-6) contains supplementary material, which is available to authorized users.

Patients' experiences with routine outcome monitoring and clinical feedback systems: A systematic review and synthesis of qualitative empirical literature

Routine outcome monitoring (ROM) and clinical feedback (CF) systems have become important tools for psychological therapies, but there are challenges for their successful implementation.

OBJECTIVE

To overcome these challenges, a greater understanding is needed about how patients experience the use of ROM/CF.

METHOD

We conducted a systematic literature search of qualitative studies on patient experiences with the use of ROM/CF in mental health services.

RESULTS

The findings from 16 studies were synthesized, resulting in four meta-themes: (1) Suspicion towards service providers, (2) Flexibility and support to capture complexity, (3) Empowering patients, and (4) Developing collaborative practice.

CONCLUSIONS

We discuss the implications of these meta-themes for further development and implementation of ROM/CF into clinical practice, acknowledging the limitations of our review and suggesting avenues for further research. Clinical or methodological significance of this article: This article provides useful and actionable knowledge about the patient perspective on ROM/CF, an important discussion on the current state of research in this area, and useful and concrete suggestions for further avenues of research.

Comprehensive Online Self-Monitoring to Support Clinicians Manage Risk of Suicide in Youth Depression

BACKGROUND

Routine monitoring of depression symptoms and suicide risk is essential for appropriate treatment planning and risk management, but not well implemented by clinicians. We developed a brief online monitoring tool to address this issue.

AIMS

To investigate whether the online tool can feasibly improve monitoring; whether it is acceptable and useful for young people and their clinicians; and to determine whether a shorter tool could be implemented.

METHOD

In a naturalistic longitudinal cohort study, 101 young people with depression completed the online tool on a tablet, prior to their consultation. Their results were immediately available to their clinician. Clients and clinicians answered questionnaires about acceptability and usefulness.

RESULTS

The tool was feasible to implement. Young people and clinicians found the tool acceptable and useful for understanding symptoms and risk. A brief three-item suicidal ideation screening measure correlated well with a validated measure of suicidal ideation.

CONCLUSION

The online tool facilitates the quick exchange of key information about suicide risk, allowing clinicians to immediately address this. This level of responsiveness is likely to improve treatment outcomes. The brief version allows full integration into clinical practice to support clinicians managing those at risk of suicide.

Systematic review of patients' participation in and experiences of technology-based monitoring of mental health symptoms in the community

OBJECTIVES

To review systematically the literature on patients' experiences of, and participation in, technology-based monitoring of mental health symptoms. This practice was defined as patients monitoring their mental health symptoms, emotions or behaviours outside of routine clinical appointments by submitting symptom data using technology, with feedback arising from the data (for example, supportive messages or symptom summaries, being sent to the patient, clinician or carer).

DESIGN

Systematic review following PRISMA guidelines of studies evaluating technology-based symptom monitoring. Tools from narrative synthesis were used to analyse quantitative findings on participation rates and qualitative findings on patient views.

DATA SOURCES

PubMed, EMBASE, PsycINFO, BNI, CINAHL, Cochrane Registers and Web of Science electronic databases were searched using a combination of 'psychiatry', 'symptom monitoring' and 'technology' descriptors. A secondary hand search was performed in grey literature and references.

RESULTS

57 papers representing 42 studies met the inclusion criteria for the review. Technology-based symptom monitoring was used for a range of mental health conditions, either independently of a specific therapeutic intervention or as an integrated component of therapeutic interventions. The majority of studies reported moderate-to-strong rates of participation, though a third reported lower rates. Qualitative feedback suggests that acceptability of monitoring is related to perceived validity, ease of practice, convenient technology, appropriate frequency and helpfulness of feedback, as well as the impact of monitoring on participants' ability to manage health and personal relationships.

CONCLUSIONS

Such symptom monitoring practices appear to be well accepted and may be a feasible complement to clinical practice. However, there is limited availability of data and heterogeneity of studies. Future research should examine robustly patients' role in the development and evaluation of technology-based symptom monitoring in order to maximise its clinical utility.

Subjective ratings of neurocognitive functioning in depressed young people undergoing treatment: utility of a brief screening tool

AIMS

To determine how young people with depression rate their neurocognitive functioning during treatment, and whether these ratings are affected by depression severity, age, suicidal ideation and antidepressant status.

METHODS

Fifty young people (12-25 years) engaged in psychological therapy completed the Neuropsychological Symptoms Self-Report rating their neurocognitive functioning in a range of domains.

RESULTS

In two domains, working memory/multitasking and motivation, more than 40% of the sample rated their functioning as improved, since commencing treatment. Ratings of neurocognitive functioning were affected by depression severity and suicidal ideation, particularly in the areas of wakefulness, attention and concentration, working memory/multitasking, and motivation. However, there were few differences related to age or antidepressant status.

CONCLUSIONS

The Neuropsychological Symptoms Self-Report - a rapid measure of subjective neurocognitive functioning - can provide a snapshot of subjective changes in neurocognitive functioning during treatment for depression. This information may guide treatment approaches.