Making the most out of timeseries symptom data: A machine learning study on symptom predictions of internet-based CBT
Predicting who will not benefit enough from Internet-Based Cognitive Behavioral (ICBT) Therapy early on can assist in better allocation of limited mental health care resources. Repeated measures of symptoms during treatment is the strongest predictor of outcome, and we want to investigate if methods that explicitly account for time-dependency are superior to methods that do not, with data from (a) only two pre-treatment timepoints and (b) the pre-treatment timepoints and three timepoints during initial treatment.
A protocol for a pilot randomised controlled trial of unguided internet cognitive behaviour therapy for grief in adolescents
Grief is highly prevalent in adolescents, however, there have been no studies investigating internet delivered cognitive behaviour therapy for grief in adolescents (ICBT-G-A). In this paper, the co-design of an unguided ICBT-G-A intervention is described, and a protocol outlined for a pilot randomised controlled trial of the intervention. Participants will be randomised to the intervention (delivered via eight modules over a four-week period) or a four-week waitlist control. Intervention participants will complete a follow-up assessment at one-month post-intervention (eight weeks from the pre-intervention assessment). The intervention outcomes assessed at pre-intervention, post-intervention and follow-up include wellbeing and symptoms of anxiety, depression, post-traumatic stress, and prolonged grief. User feedback on experiences and acceptability of the intervention will be sought and feasibility assessed via programmatic data on recruitment and attrition.
Human centered design of AI-powered Digital Therapeutics for stress prevention: Perspectives from multi-stakeholders' workshops about the SHIVA solution
AI-powered Digital Therapeutics (DTx) hold potential for enhancing stress prevention by promoting the scalability of P5 Medicine, which may offer users coping skills and improved self-management of mental wellbeing. However, adoption rates remain low, often due to insufficient user and stakeholder involvement during the design phases.
Preferences and perceived barriers for internet-based treatment among adolescents with anxiety or depressive disorders: A qualitative study
Over the past two decades, the development of internet-based treatments for adolescents with anxiety and depressive disorders has advanced rapidly. To date, adolescents' preferences and perceived barriers for internet-based treatment remain largely unknown, especially in clinical samples. Therefore, this study explored the preferences and perceived barriers of adolescents with anxiety or depression regarding internet-based treatment.
The therapeutic alliance in blended versus face-to-face cognitive behavioral therapy for adolescents and young adults with a depressive disorder
A depressive disorder during adolescence is a serious and disabling disorder, which has a high impact on the development of adolescents. Blended treatment, combining online and face-to-face sessions, is effective and can reduce some of the barriers for adolescents to use mental health care. There is a lack of knowledge about whether therapeutic alliance is established in blended treatment for adolescents and young adults suffering from a depressive disorder. This study examines whether the quality of the therapeutic alliance differs when cognitive behavior therapy (CBT) is delivered in combination with online intervention (b-CBT) compared to solely face-to-face (FtF-CBT) and the extent to which a stronger therapeutic alliance is associated with better treatment outcome.
The effects of digital nature and actual nature on stress reduction: A meta-analysis and systematic review
The study aims to conduct a systematic literature review and meta-analysis to assess the effects of digital nature and actual nature on stress reduction.
Online social platform engagement by young treatment seekers in a digital vaping cessation intervention: Effects on confidence in the ability to quit vaping and vaping abstinence
The evidence-based vaping cessation program, This is Quitting (TIQ), has been found to be effective in promoting abstinence among young people who use e-cigarettes.
Evaluation of the impact of a digital care navigator on increasing patient registration with digital mental health interventions in routine care
Less than half of adults with mental health disorders in the United States receive appropriate or timely care. Digital Mental Health Interventions (DMHIs) have the potential to bridge this gap. However, real-world adoption of DMHIs is impeded by patient and provider-level technological barriers. Care navigators have the potential to address these challenges by providing technical support and enhancing patients' experience with DMHIs.
Internet-based cognitive behavioural therapy for insomnia comorbid with chronic benign pain - A randomized controlled trial
Comorbid sleep disturbances are common among individuals with chronic pain, and Cognitive Behavioural Therapy for Insomnia (CBT-i) has proven effective for such individuals. Nonetheless, research on web-based CBT-i tailored for patients with both chronic pain and insomnia is limited. This study aimed to evaluate the feasibility and efficacy of internet-based CBT-i and to explore potential mechanisms underlying treatment outcomes.
The Sleep Course: An inclusive trial examining the feasibility, acceptability, and preliminary efficacy of a digital sleep intervention for adults with self-reported sleep difficulties
Cognitive Behavioural Therapy for Insomnia (CBTi) is a well-established first-line treatment for insomnia and sleep difficulties, yet numerous barriers hinder its widespread adoption. One potential criticism of the existing evidence base for CBTi is that many trials exclude participants that would commonly be seen in in primary care, such as those aged over 65, with comorbid health conditions, or prescribed sleep medication. The current pilot study therefore aimed to assess the acceptability and efficacy of a brief, digitally delivered sleep intervention, the Sleep Course, using a broad range of participants. Participants ( = 74) completed the 6-week, 4-lesson intervention alongside measures of sleep disturbance, sleep-related impairment, depression, anxiety and sleep-wake patterns (via sleep diary). Generalized estimating equations analysis modelled change in participants' outcomes from pre- to post-treatment and 3-month follow-up, and subgroup analyses explored the role of possible moderators (e.g., age over 65, co-morbidities, and concurrent prescription medication use). The intervention was associated with good rates of satisfaction (79 %) and lesson completion (70 %). Results showed significant and large reductions in insomnia, sleep disturbance and associated symptoms (e.g., = 1.06-1.37 change in insomnia symptoms). Evidence of high acceptability and clinical improvement was found irrespective of age, physical comorbidity, and sleep medication use. However, there was evidence of less improvement among those taking medications or having tried psychological treatment in the past. These results provide strong preliminary evidence for the intervention as an acceptable, efficacious and scalable treatment for a broad range of participants with sleep difficulties. Larger randomised controlled trials are needed.
Effectiveness and prediction of treatment adherence to guided internet-based cognitive behavioral therapy for health anxiety: A cohort study in routine psychiatric care
Health anxiety, also known as hypochondriasis, is a common psychiatric disorder which leads to considerable distress and is associated with high societal costs. Internet-based cognitive behavioural therapy (ICBT) for health anxiety has demonstrated efficacy in randomized controlled trials (RCTs), but there is limited knowledge regarding its effectiveness in real-world settings. This study aimed to evaluate the clinical effectiveness of guided ICBT for health anxiety in routine psychiatric care, including symptom change, treatment adherence, and potential negative effects. Additionally, we explored predictors of treatment adherence.
Evaluating the web-based 'Partner in Balance' program for informal caregivers of people with Huntington's disease: A pilot study
Huntington's disease (HD) poses significant challenges for both affected individuals and their informal caregivers. With the progression of HD, caregivers frequently prioritize caring for the person with HD over their own well-being. 'Partner in Balance' (PiB) is an 8-week online self-management program guided by a personal coach, developed to help caregivers of people with HD cope with challenging situations and develop skills to increase resilience and prevent overburdening.
Are there unique facets of therapeutic alliance for users of digital mental health interventions? An examination with the eHealth Therapeutic Alliance Inventory
Therapeutic alliance (TA) is a well-established predictor of clinical outcomes in traditional psychotherapy. However, its association with outcomes in eHealth interventions has been inconsistent, which might be due to the absence of measurements specifically designed to capture TA in eHealth settings. The eHealth Therapeutic Alliance Inventory (ETAI) incorporates conventional as well as unique eHealth TA subscales, enabling to examine the contribution of new facets of TA beyond traditional concepts. This study investigates the predictive contribution of eHealth TA subscales compared to conventional TA subscales on clinical outcomes and evaluates the concurrent criterion validity of the ETAI. The study was conducted within the framework of a randomized controlled trial involving a 10-week digital parent training program aimed at addressing child disruptive behaviors. Parents were randomly assigned to either an enhanced-quality or a standard-quality program. Parents from 68 families completed the ETAI at five weeks' post-program initiation and at the post-intervention phase. The primary outcome was the improvement in child behavior, measured by the Eyberg Child Behavior Inventory. Positive Pearson correlations were found between all ETAI subscales covering unique eHealth TA aspects, measured at the 5-week time-point, and improvement in child behavior at post-intervention ( ≥ 0.23, < 0.03). The conventional TA subscale showed no significant Pearson correlation with improvement in child behavior. When examining the unique contributions of ETAI-subscales to explain the improvement in child behavior, only ETAI-Perceived Emotional Investment subscale was found to have a unique contribution ( = 0.29, = 0.019). In addition, scores on most ETAI subscales were significantly higher among parents using the enhanced-quality program compared with the standard program (Cohen's > 0.48), reinforcing ETAI's criterion validity. The development of TA scales that incorporates unique eHealth TA subscales show initial promise in predicting outcomes. Further research is needed to better understand how different factors of eHealth TA relate to clinical outcomes across diverse clinical targets and programs.
Change processes in cognitive therapy for social anxiety disorder: A comparison of face-to-face and internet-based treatment formats
Compared to efficacy research, studies investigating the processes of change in psychological therapy are rare, especially for internet-based interventions. While many online therapies are based on face-to-face therapy protocols, it is unknown whether the processes of clinical improvement differ between these treatment formats.
How the COVID-19 pandemic reshaped telepsychology: Insights from an Italian survey
The coronavirus disease 2019 (COVID-19) pandemic rapidly boosted the introduction of certain changes in mental healthcare services, consequently driving up the adoption of remote care delivery options. We conducted an online Italian survey to evaluate telepsychology use, attitudes, acceptance, and training needs, as well as to understand patient-professional interactions in video-consultations, aiming to inform future mental healthcare practices and policies. The current study's survey responses were collected using an anonymous, self-reported questionnaire on the 'REDCap' platform from 25 October 2022 to 26 July 2023. In total, 128 mental health professionals and 113 patients completed the survey. In our sample, 69 % of patients and 79.7 % of mental health professionals reported having used telepsychology during COVID-19 pandemic; in particular, 84.6 % of patients and 95.1 % of professionals selected video-consultation modality. Data showed that participants expressed high satisfaction with this communication tool. The increase in satisfaction was directly proportional to increase in the quality of interactions and in relation to the quality of the experiences. The critical factors influencing the video-consultation experience include communication style, information completeness, patient-centredness, and the comfort underscoring the central role of the professional-patient relationship, which, substantially, remains a key element in the psychological treatment process. These findings reinforce the need for continued refinement and expansion of telepsychology services, thus highlighting the potential for integrating innovative technologies into mental health practise.
Psychotherapy 2.0 - Application context and effectiveness of sensor technology in psychotherapy with children and adolescents: A systematic review
E-mental health applications have been increasingly used in the psychotherapeutic care of patients for several years. State-of-the-art sensor technology could be used to determine digital biomarkers for the diagnosis of mental disorders. Furthermore, by integrating sensors into treatment, relevant contextual information (e.g. field of gaze, stress levels) could be made transparent and improve the treatment of people with mental disorders. An overview of studies on this approach would be useful to provide information about the current status quo.
Multisensory training based on an APP for enhanced verbal working memory in older adults
With the increasing aging population, contemporary society faces the imperative to develop approaches that efficiently delay the age-related decline in working memory capacity, which is a critical area within cognitive aging research. Nevertheless, there is insufficient evidence to support the efficacy of verbal working memory training across various sensory modalities (visual, auditory, and audiovisual) in enhancing the verbal working memory capacity of older adults. In this study, 60 healthy older adults (mean age = 67.07 ± 3.79 years, comprising 34 women and 26 men, mean education = 15.55 ± 2.53 years) were randomly assigned to one of four groups: visual verbal working memory (V-VWM) group, auditory verbal working memory (A-VWM) group, visual-auditory verbal working memory (VA-VWM) group, and a control group. The training duration spanned 12 days. We also investigated whether baseline level and education predicted the outcomes. Findings indicated that V-VWM training had a large effect on improving V-VWM task performance ( = 1.765), A-VWM training showed a substantial effect on A-VWM task performance ( = 1.904), and VA-VWM training demonstrated a significant effect on VA-VWM task performance ( = 2.319) over pretest scores in older adults. Enhancements achieved through V-VWM training exhibited near transfer effects, improving performance in both A-VWM and VA-VWM tasks. In contrast, gains from A-VWM training were selectively transferred to the VA-VWM task. Furthermore, VA-VWM training led to improvements not only in V-VWM and A-VWM tasks but also extended to verbal operation span task with a significant 29.7 % increase. However, no significant transfer effects were observed for the DSF and DSB tasks across the three training groups. The maintenance effect of VA-VWM training persisted for two weeks across tasks involving VA-VWM, V-VWM, and A-VWM. The baseline of VWM span score influence the effect of V-VWM training and transfer effect of VA-VWM training. Education level did not predict the training effects of V-VWM, A-VWM, and VA-VWM. These findings highlight the nuanced effects of sensory-specific verbal working memory training in older adults, emphasizing the potential of tailored interventions to enhance specific aspects of cognitive function, while also highlighting the promising applications of mobile device training in enhancing cognitive skills among the elderly.
Experiences of digital physiotherapy during pregnancy and after childbirth: A qualitative study
Pelvic girdle pain, low back pain, and pelvic floor dysfunction can affect women's mobility, quality of life, and well-being during pregnancy and the postpartum period. Digital interventions for treating perinatal depression and lifestyle changes have been studied. Research on digital physiotherapy for musculoskeletal issues related to pregnancy and the postpartum period is sparse.
A web step-based digital solution's impact on physical, cognitive and psychosocial functioning of community-dwelling older adults: A mixed methods randomized and controlled trial
As the population ages, innovative responses are urgently needed to promote physical activity at scale. Thus, this study investigated whether a step-based activity mediated by a digital solution impacts the physical functioning of community-dwelling older adults. The secondary aims were to assess whether the same activity impacts cognitive and psychosocial functioning and explore participants' views towards the activity.
The knowledge, attitude, and intention to use internet-based mental health services: A serial mediation model
Internet-based mental health services (i-MHS) have been widely provided to the public during the pandemic. However, people's engagement with i-MHS remains unclear. This study aimed to examine the Chinese population's knowledge, attitudes, and use intentions regarding i-MHS and determine their relations by serial mediation models.
Comparison of the effect of telephone follow-up with social network follow-up program on self-efficacy and depression in patients undergoing coronary artery bypass graft surgery: A randomized controlled trial
Coronary artery bypass graft (CABG) surgery is a common procedure to improve blood flow to the heart muscles, but patients often face challenges during the recovery period. Self-efficacy and depression play crucial roles in patient outcomes. Telephone follow-up and social network follow-up have been introduced as interventions to enhance self-efficacy. This study aims to compare the effectiveness of telephone follow-up and social network follow-up on self-efficacy and depression in CABG patients.
Evaluation of additional resources used in therapist-assisted transdiagnostic internet-delivered cognitive behaviour therapy
In internet-delivered cognitive behavioural therapy (ICBT) programs, beyond standardized core ICBT lessons, brief additional resources are sometimes available to clients to address comorbid concerns or offer additional information/strategies. These resources remain understudied in terms of how they are selected and perceived by clients, as well as their relationship to satisfaction and outcomes.
A systematic review of predictors and moderators of treatment outcomes in internet- and mobile-based interventions for depression
This systematic review aimed to synthesize evidence on predictors and moderators of treatment outcomes in internet- and mobile-based interventions (IMIs) for depression, informing personalized care. A systematic search across PubMed, PsycInfo, and Cochrane yielded 33,002 results. Two reviewers independently performed screening, data extraction, risk of bias assessment, and methodological quality evaluation. Fifty-eight single studies (m = 466 analyses) focusing on baseline-predictors (59.7 %, m = 278), process-predictors (16.5 %, m = 77), and moderators (21.9 %, m = 102), and six individual patient data meta-analyses (m = 93) were included. Only 24.0 % (m = 112/466) of analyses in single studies and 15.1 % (m = 14/93) in individual patient data meta-analyses were significant. Evidence from single studies was rated as insufficient for all variable categories with only 2 out of 40 categories showing >50 % significant results. Baseline depression severity had the strongest predictive value with higher scores linked to better outcomes followed by variables indicative for the course-of-change. Other frequently analyzed and potentially relevant variables with significant results were adherence, age, educational level, ethnicity, relationship status, treatment history, and behavioral variables. More high quality quantitative studies with sufficient power are essential to validate and expand findings, identifying predictors and moderators specifically relevant in IMIs to explain differential treatment effects.
Effectiveness of online psychological interventions to prevent perinatal depression in fathers and non-birthing partners: A systematic review and meta-analysis of randomized controlled trials
Little is known about the effectiveness of online preventive interventions for paternal perinatal depression (PPD). This systematic review (SR) and meta-analysis (MA) of randomized controlled trials (RCTs) evaluated the effectiveness of online psychological interventions to prevent PPD in fathers and non-birthing partners. The PRISMA 2020 guidelines were followed. The search was conducted in eight electronic databases and other sources from inception to 12 May 2023. The pooled standardized mean difference (SMD) was computed using random-effect models. Seven RCTs were included in the SR and 6 were included in the MA, representing 1.042 fathers from five different countries. No trials focused on non-birthing partners were found. The pooled SMD was -0.258 [95 % confidence interval - 0.513 to -0.004; < 0.047]. The heterogeneity was moderate (I2 = 51 %; 95%CI [0 % to 81 %]) and nonsignificant ( = 0.070). However, sensitivity analyses showed that the effectiveness was stable only when the fixed effect model and the Egger's g were used to estimate the pooled SMD. No publication bias was found. Only two RCTs had an overall low risk of bias assessed by using the Cochrane ROB 2.0 tool. The quality of evidence based on GRADE was very low. In conclusion, online psychological interventions may be effective for the prevention of PPD. More high-quality evidence is warranted.
Effectiveness of a blended group transdiagnostic treatment for emotional disorders: Study protocol for a randomized controlled trial
Emotional disorders (ED) (mood and anxiety disorders) are very prevalent and disabling, and often appear in comorbid presentations. Although there are effective treatments for these disorders, there is still a large gap between the number of people who need them and those who actually receive them. The combination of three strategies may help in this regard, facilitating the dissemination and accessibility of treatment: the transdiagnostic perspective of ED, the group format, and the use of technologies in a blended format (i.e., the combination of online and face-to-face therapy elements). This study intends to compare the efficacy of a new ED intervention, a transdiagnostic group treatment protocol administered in a blended format, with that of a face-to-face treatment. This article describes the study protocol for the randomized controlled trial.
Effects of a digital intervention on physical activity in adults: A randomized controlled trial in a large-scale sample
Physical inactivity is associated with health risks, contributing to various diseases and all-cause mortality. Despite recommendations for regular physical activity (PA), many adults remain inactive, influenced by socioeconomic and environmental factors. Digital interventions, particularly web-based PA programs, offer promising possibilities to promote PA across populations. These programs vary in their effectiveness, reflecting differences in design, user engagement, and behavior change techniques employed.
PandaMom - Feasibility and acceptability of an internet- and mobile-based intervention to enhance peripartum mental well-being and to prevent postpartum depression
Mental disorders during pregnancy and the postpartum period can have far-reaching consequences. To enhance peripartum mental well-being and prevent peripartum mental disorders, internet- and mobile-based interventions appear promising. They can overcome help-seeking barriers associated with face-to-face conditions and have proven to be effective. However, previous findings are scarce and mixed. The primary objectives of this study were to assess the feasibility and acceptability of an internet-based program aimed at enhancing peripartum mental well-being and preventing postpartum depression.
Effectiveness of a guided digital self-help intervention to improve sleep and the biological clock in university students - Study protocol for a randomized controlled trial
Sleep problems occur in many university students which affects their mental health and daily functioning. Cognitive behavioural therapy for insomnia (CBT-I) has been proven effective in adults but research in university students, who struggle to maintain a 24-hour rhythm, is still limited. We hypothesize that a guided digital CBT-I intervention, enriched with components on the biological clock () will be effective in reducing insomnia severity and improving mental health outcomes for students with sleep problems.
Corrigendum to "An early economic evaluation of Kooth, a web-based mental health platform for children and young people with emerging mental health needs" [Internet Interv. 36 (2024) 100748 10.1016/j.invent.2024.100748 (Published online 2024 May 11)]
[This corrects the article DOI: 10.1016/j.invent.2024.100748.].
Editorial for INVENT special issue of the ISRII 2022 meeting