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Internet Interventions-The Application of Information Technology in Mental and Behavioural Health最新文献

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Do people residing in low socioeconomic areas engage with and benefit from digital mental health services? 居住在低社会经济地区的人们是否参与并受益于数字心理健康服务?
IF 4.1 2区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-08-09 eCollection Date: 2025-09-01 DOI: 10.1016/j.invent.2025.100865
Lauren G Staples, Blake F Dear, Olav Nielssen, Nickolai Titov

Background: People who are socioeconomically disadvantaged have higher rates of mental disorder and are more likely to face barriers to evidence-based psychological services. Barriers include the cost of treatment, limited availability of local services, and the burden of psychosocial difficulties. Psychological treatment delivered via the internet can overcome some of these barriers.

Methods: This study was a retrospective analysis of data collected from 21,561 patients accessing online psychological assessment and treatment. Residential postcodes were used to assign patients to a socioeconomic group (low, mid, or high SES), based on the Index of Economic Resources published by the Australian Bureau of Statistics.

Results: The low SES group comprised 34.1 % of the sample and the mid SES group comprised 35.7 %. A perceived lack of local or affordable mental health services was the main reason given for accessing online mental health assessment and treatment. There were small but significant demographic differences between groups at assessment, and baseline symptoms of depression and anxiety were slightly higher for the low and mid SES groups. Despite these differences, there were no group differences in treatment outcomes. All groups showed large symptom reductions on measures of depression (PHQ-9) and anxiety (GAD-7), with Cohen's d effect sizes between 1.36 and 1.47. Reliable deterioration rates were low, and satisfaction rates were high.

Conclusion: This study shows that people residing in low socioeconomic areas engage with and benefit from digital mental health services. Results suggest that scalable digital psychological services can improve the equity of access to mental health care.

背景:处于社会经济不利地位的人有更高的精神障碍率,更有可能面临循证心理服务的障碍。障碍包括治疗费用、当地服务有限以及心理社会困难的负担。通过互联网提供的心理治疗可以克服其中的一些障碍。方法:本研究回顾性分析了21561例接受在线心理评估和治疗的患者的数据。根据澳大利亚统计局公布的经济资源指数,使用居民邮政编码将患者分配到社会经济群体(低、中、高SES)。结果:低经济地位组占34.1%,中等经济地位组占35.7%。人们认为缺乏当地或负担得起的心理健康服务是获得在线心理健康评估和治疗的主要原因。在评估时,两组之间的人口统计学差异很小但很重要,低、中等经济地位组的抑郁和焦虑基线症状略高。尽管存在这些差异,但治疗结果没有组间差异。所有组在抑郁(PHQ-9)和焦虑(GAD-7)方面都表现出明显的症状减轻,科恩效应值在1.36到1.47之间。可靠的恶化率很低,满意度很高。结论:本研究表明,生活在低社会经济地区的人们参与并受益于数字心理健康服务。结果表明,可扩展的数字心理服务可以提高获得精神卫生保健的公平性。
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引用次数: 0
Anxiety unplugged: Effectiveness of an unguided, transdiagnostic, web-based intervention for anxiety disorders—A randomized controlled trial 一项随机对照试验:无指导、跨诊断、基于网络的焦虑障碍干预的有效性
IF 4.1 2区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-08-08 DOI: 10.1016/j.invent.2025.100867
Anna Baumeister , Lea Schuurmans , Steffen Moritz

Background and aim

Anxiety disorders are the most common psychiatric condition, yet few patients receive adequate treatment, primarily due to high barriers to treatment (e.g., long waiting times, fear of stigmatization). Internet-based cognitive behavioral therapy (iCBT) programs have emerged as a promising approach to addressing this treatment gap, demonstrating effectiveness across various anxiety disorders. However, only a few studies have specifically addressed unguided iCBT. This trial investigated a six-week transdiagnostic unguided iCBT intervention designed to reduce anxiety and related symptoms.

Methods

Randomized to an intervention group and a waitlist control group with care as usual, 318 participants were included in the analyses, which used ANCOVAs to assess changes in symptom severity of anxiety (primary) and related secondary outcomes (stress, depression and anxiety, quality of life, self-esteem).

Results

Significant post-intervention reductions in anxiety, stress, and depression were found in the intervention group compared to controls at small to medium effect sizes (|Hedges's g| = 0.27–0.35). Concurrent ongoing psychotherapy negatively modified the treatment effect.

Conclusion

The iCBT program proved effective overall in reducing anxiety and anxiety-related symptoms compared to care as usual. However, the program did not appear to have an add-on effect for individuals who were simultaneously receiving conventional psychotherapy. Further research is needed to investigate the effects in this subgroup in more detail.
背景和目的焦虑症是最常见的精神疾病,但很少有患者得到适当的治疗,主要是由于治疗的高障碍(例如,等待时间长,害怕污名化)。基于互联网的认知行为疗法(iCBT)项目已经成为解决这一治疗差距的一种有希望的方法,证明了对各种焦虑症的有效性。然而,只有少数研究专门针对非引导iCBT。本试验研究了一项为期六周的跨诊断无指导iCBT干预,旨在减少焦虑和相关症状。方法将318名参与者随机分为干预组和候补对照组,与往常一样进行护理,使用ANCOVAs评估焦虑症状严重程度(主要)和相关次要结局(压力,抑郁和焦虑,生活质量,自尊)的变化。结果干预组的焦虑、压力和抑郁在干预后显著减少,与对照组相比,在中小型效应量(|Hedges's g| = 0.27-0.35)。同时进行的心理治疗对治疗效果有负面影响。结论与常规治疗相比,iCBT方案在减轻焦虑和焦虑相关症状方面总体上是有效的。然而,对于同时接受传统心理治疗的人来说,这个项目似乎没有额外的效果。需要进一步的研究来更详细地调查这一亚组的影响。
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引用次数: 0
Acceptability and efficacy of a smartphone application intervention for mental health care based on interpersonal psychotherapy for improving depression symptoms in prenatal women: Protocol for a randomized controlled trial 基于人际心理治疗的智能手机应用干预改善产前妇女抑郁症状的可接受性和疗效:随机对照试验方案
IF 4.1 2区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-08-05 DOI: 10.1016/j.invent.2025.100838
Yuko Toshishige , Natsumi Chatani , Shiori Kawasaki , Shinobu Goto , Yuki Yoshida , Yusaku Takahashi , Misaki Shimasaki , Takuya Okami , Gaku Sakaguchi , Toshiaki A. Furukawa , Hiroko Mizushima , Tatsuo Akechi

Background

Perinatal depression is a predominant and serious condition that adversely affects prenatal and postpartum women and their children. Prenatal depression is a notable predictor of postpartum depression, highlighting the need for mental health care during pregnancy. Therefore, we developed an innovative smartphone application based on interpersonal psychotherapy (IPT) to improve depressive symptoms in women in the perinatal period (i.e., from pregnancy through the first year postpartum). Here, we present a randomized controlled trial (RCT) protocol to investigate the potential of this intervention for prenatal women.

Methods

This study is an 8-week, open-label, parallel-group, stratified block RCT. In total, 350 primiparous women were randomly assigned to the intervention group—combining the smartphone application for mental health care based on IPT and care as usual—and the control group, with only care as usual. The women assigned to the intervention were encouraged to use the application for approximately 5–10 min daily. The primary outcomes included the proportion of participants with moderate-to-high satisfaction (scoring ≥17 on the 8-item Client Satisfaction Questionnaire) and changes in depressive symptoms measured by the Patient Health Questionnaire-9 from baseline to the end of the 8-week intervention.

Discussion

To our knowledge, this RCT is the first to investigate the acceptability and efficacy of an IPT-based smartphone application for reducing depressive symptoms in prenatal women. If successful, the findings will contribute to the growing evidence supporting digital mental health interventions during pregnancy, offering a scalable and accessible solution for prenatal mental health care.
背景围产期抑郁症是一种主要和严重的疾病,对产前和产后妇女及其子女产生不利影响。产前抑郁是产后抑郁的显著预测因素,强调了怀孕期间心理保健的必要性。因此,我们开发了一种基于人际心理治疗(IPT)的创新智能手机应用程序,以改善围产期(即从怀孕到产后第一年)妇女的抑郁症状。在这里,我们提出了一项随机对照试验(RCT)方案来研究这种干预对产前妇女的潜力。方法本研究是一项为期8周、开放标签、平行组、分层块随机对照试验。总共有350名初产妇女被随机分配到干预组和对照组,干预组使用基于IPT和照护的智能手机心理保健应用程序,对照组只使用照护。被分配到干预组的妇女被鼓励每天使用大约5-10分钟的应用程序。主要结局包括中至高满意度(8项客户满意度问卷得分≥17)的参与者比例,以及从基线到8周干预结束时患者健康问卷-9测量的抑郁症状的变化。据我们所知,这项随机对照试验首次调查了基于ipt的智能手机应用程序在减轻产前妇女抑郁症状方面的可接受性和有效性。如果成功,研究结果将有助于提供越来越多的证据支持怀孕期间的数字心理健康干预措施,为产前心理卫生保健提供可扩展和可获取的解决方案。
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引用次数: 0
Risk level prediction for problematic internet use: A digital health perspective 问题互联网使用的风险水平预测:数字健康视角
IF 3.6 2区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-07-21 DOI: 10.1016/j.invent.2025.100863
Youngjung Suh , Jinwon Yoo
Problematic Internet Usage (PIU) research has long been a topic of interest across disciplines, and numerous theoretical and empirical studies have been conducted over the past decade. This study systematically reviews the existing literature to identify key research objectives, datasets, methodologies, and applications, and to highlight important gaps and challenges. To improve understanding and detection of PIU, we designed a comprehensive machine learning pipeline that combines detailed preprocessing, feature extraction, modeling, and performance validation strategies. Systematic evaluations demonstrate that model performance is significantly improved by addressing missing values and data imbalance. In particular, we identified key predictive features such as physiological indicators, physical activity, sleep quality, and Internet usage patterns, and clearly elucidated the differences in the positive or negative impact of these key features on PIU detection at different severity levels. These results have practical implications, especially for promoting early detection and enabling tailored interventions. Ultimately, this study contributes to digital health initiatives by providing actionable insights for the development of effective Internet addiction prevention and intervention programs.
长期以来,互联网使用问题(PIU)研究一直是各学科感兴趣的话题,在过去十年中进行了大量的理论和实证研究。本研究系统地回顾了现有文献,以确定关键的研究目标、数据集、方法和应用,并强调了重要的差距和挑战。为了提高对PIU的理解和检测,我们设计了一个综合的机器学习管道,该管道结合了详细的预处理、特征提取、建模和性能验证策略。系统评估表明,通过解决缺失值和数据不平衡问题,模型性能得到了显著提高。特别是,我们确定了关键的预测特征,如生理指标、身体活动、睡眠质量和互联网使用模式,并清楚地阐明了这些关键特征在不同严重程度下对PIU检测的积极或消极影响的差异。这些结果具有实际意义,特别是对于促进早期发现和实现有针对性的干预措施。最终,本研究通过为有效的网络成瘾预防和干预计划的发展提供可操作的见解,为数字健康倡议做出了贡献。
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引用次数: 0
Development of a guided internet-based psychological intervention for patients with ischemic heart disease and comorbid anxiety and/or depression: A patient and public involvement study 缺血性心脏病伴伴焦虑和/或抑郁患者的指导性网络心理干预发展:一项患者和公众参与研究
IF 3.6 2区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-07-19 DOI: 10.1016/j.invent.2025.100864
Robert Ahm , Nina Rottmann , Søren Jensen Skovbakke , Charlotte Helmark , Christina Antoinetta Vasilescu , Susanne S. Pedersen

Introduction

Ischemic heart disease (IHD) is a leading cause of mortality that is very often accompanied by comorbid anxiety and depression. The aim of this study was to develop MY-CHOICE, a guided internet-based psychological intervention for the treatment of anxiety and depression in IHD patients using patient and public involvement (PPI).

Method

We used the framework recommended by the Medical Research Counsel for developing and evaluating complex interventions to develop MY-CHOICE. Patient representatives with IHD and comorbid anxiety and/or depression (n = 5) were recruited from Odense University Hospital and invited to a series of workshops to gather their feedback on the MY-CHOICE prototype. The workshops used the MUST method for the planning, facilitation, data generation and analysis. The MoSCoW principles were used to help the patient representatives in prioritizing among their suggestions. Data were collected by means of audio recordings and observational notes.

Results

This study revealed the need for new treatment modules, including how to manage chronic pain and how to navigate the healthcare system. The patient representatives emphasized the importance of shared decision-making in customizing treatment to individual preferences and needs.

Discussion

MY-CHOICE represents a patient focused approach to improving mental health in patients with IHD. By integrating patient feedback through PPI, MY-CHOICE aims to deliver tailored psychological treatment, possibly increasing relevance and adherence.

Conclusion

This study highlights the necessity of addressing comprehensive needs in IHD patients, including chronic pain, and emphasizes the importance of using shared decision-making to optimize patient engagement and adherence to treatment.
缺血性心脏病(IHD)是导致死亡的主要原因,通常伴有焦虑和抑郁。本研究的目的是开发MY-CHOICE,这是一种基于互联网的心理干预,用于使用患者和公众参与(PPI)治疗IHD患者的焦虑和抑郁。方法采用医学研究顾问推荐的开发和评估复杂干预措施的框架来开发MY-CHOICE。从欧登塞大学医院招募了患有IHD和共病焦虑和/或抑郁的患者代表(n = 5),并邀请他们参加一系列研讨会,以收集他们对MY-CHOICE原型的反馈。讲习班在规划、促进、数据生成和分析方面使用了必须的方法。莫斯科原则被用来帮助患者代表在他们的建议中确定优先次序。通过录音和观察笔记收集数据。这项研究揭示了对新的治疗模块的需求,包括如何管理慢性疼痛和如何在医疗保健系统中导航。患者代表强调了根据个人偏好和需求定制治疗的共同决策的重要性。我的选择代表了一种以患者为中心的方法来改善IHD患者的心理健康。通过整合患者反馈的PPI, MY-CHOICE旨在提供量身定制的心理治疗,可能会增加相关性和依从性。结论:本研究强调了解决IHD患者包括慢性疼痛在内的综合需求的必要性,并强调了使用共同决策来优化患者参与和坚持治疗的重要性。
{"title":"Development of a guided internet-based psychological intervention for patients with ischemic heart disease and comorbid anxiety and/or depression: A patient and public involvement study","authors":"Robert Ahm ,&nbsp;Nina Rottmann ,&nbsp;Søren Jensen Skovbakke ,&nbsp;Charlotte Helmark ,&nbsp;Christina Antoinetta Vasilescu ,&nbsp;Susanne S. Pedersen","doi":"10.1016/j.invent.2025.100864","DOIUrl":"10.1016/j.invent.2025.100864","url":null,"abstract":"<div><h3>Introduction</h3><div>Ischemic heart disease (IHD) is a leading cause of mortality that is very often accompanied by comorbid anxiety and depression. The aim of this study was to develop MY-CHOICE, a guided internet-based psychological intervention for the treatment of anxiety and depression in IHD patients using patient and public involvement (PPI).</div></div><div><h3>Method</h3><div>We used the framework recommended by the Medical Research Counsel for developing and evaluating complex interventions to develop MY-CHOICE. Patient representatives with IHD and comorbid anxiety and/or depression (<em>n</em> = 5) were recruited from Odense University Hospital and invited to a series of workshops to gather their feedback on the MY-CHOICE prototype. The workshops used the MUST method for the planning, facilitation, data generation and analysis. The MoSCoW principles were used to help the patient representatives in prioritizing among their suggestions. Data were collected by means of audio recordings and observational notes.</div></div><div><h3>Results</h3><div>This study revealed the need for new treatment modules, including how to manage chronic pain and how to navigate the healthcare system. The patient representatives emphasized the importance of shared decision-making in customizing treatment to individual preferences and needs.</div></div><div><h3>Discussion</h3><div>MY-CHOICE represents a patient focused approach to improving mental health in patients with IHD. By integrating patient feedback through PPI, MY-CHOICE aims to deliver tailored psychological treatment, possibly increasing relevance and adherence.</div></div><div><h3>Conclusion</h3><div>This study highlights the necessity of addressing comprehensive needs in IHD patients, including chronic pain, and emphasizes the importance of using shared decision-making to optimize patient engagement and adherence to treatment.</div></div>","PeriodicalId":48615,"journal":{"name":"Internet Interventions-The Application of Information Technology in Mental and Behavioural Health","volume":"41 ","pages":"Article 100864"},"PeriodicalIF":3.6,"publicationDate":"2025-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144679625","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effectiveness of digital interventions for eight mental disorders: A meta-analytic synthesis 数字干预对八种精神障碍的有效性:荟萃分析综合
IF 3.6 2区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-07-11 DOI: 10.1016/j.invent.2025.100860
Mathias Harrer , Clara Miguel , Lingyao Tong , Paula Kuper , Antonia A. Sprenger , Yuki Furukawa , Yingying Wang , Wouter van Ballegooijen , Marketa Ciharova , Olga M. Panagiotopoulou , Ioana Cristea , Jessica L. Hamblen , Paula P. Schnurr , Heleen Riper , Marit Sijbrandij , Eirini Karyotaki , Annemieke van Straten , Toshi A. Furukawa , Davide Papola , Stefan Leucht , Pim Cuijpers

Objectives

In this unified series of meta-analyses, we integrate the effects of digital interventions in adults with mental disorders compared to inactive controls. We cover eight indications: depressive disorder, insomnia, specific phobias, generalized anxiety, panic, social anxiety, obsessive-compulsive, and posttraumatic stress disorder.

Methods

Digital intervention trials in patients with a diagnosed mental disorder (confirmed by clinical interviews) were extracted from the Metapsy living databases for psychological treatments. Standardized meta-analyses were conducted to pool effects for each disorder, as well as separately for guided and unguided treatments. We also examined study dropout rates, conducted meta-regression analyses stratified by disorder, and identified treatments that have since become available as prescribable digital therapeutics in routine care.

Results

In total, 168 studies (22,144 patients) were included. Moderate effect sizes were observed for PTSD (g = 0.57), depression (g = 0.62), and obsessive-compulsive disorder (g = 0.68). Large effects emerged for generalized anxiety (g = 0.80), social anxiety (g = 0.84), insomnia (g = 0.94), panic disorder (g = 1.05), and specific phobias (g = 1.18). Pooled study dropout rates were generally moderate (≤20 %), but higher in intervention arms (RR = 1.13–2.66). Trials with low risk of bias and care-as-usual comparisons were limited across indications. We found 16 trials evaluating a prescribable digital therapeutic (g = 0.33–1.60).

Conclusions

Digital interventions can be effective across a wide range of diagnosed mental disorders. For some indications, more high-quality trials and comparisons against care-as-usual are needed to confirm the robustness of the effect, particularly for unguided treatments. Digital interventions are increasingly commercialized as prescribable digital therapeutics. Rising industry involvement may present both opportunities and new challenges for the field.
在这个统一的荟萃分析系列中,我们整合了数字干预对成人精神障碍患者的影响,并将其与非活动对照组进行了比较。我们涵盖了八种适应症:抑郁症、失眠、特定恐惧症、广泛性焦虑、恐慌、社交焦虑、强迫症和创伤后应激障碍。方法从Metapsy生活数据库中提取经临床访谈证实的精神障碍患者的数字化干预试验,用于心理治疗。标准化的荟萃分析用于汇总每种疾病的效果,并分别用于指导和非指导治疗。我们还检查了研究的辍学率,进行了按障碍分层的meta回归分析,并确定了在常规护理中作为处方数字治疗方法可用的治疗方法。结果共纳入168项研究(22144例患者)。PTSD (g = 0.57)、抑郁症(g = 0.62)和强迫症(g = 0.68)的效应值为中等。广泛性焦虑(g = 0.80)、社交焦虑(g = 0.84)、失眠(g = 0.94)、惊恐障碍(g = 1.05)和特定恐惧症(g = 1.18)出现了较大的影响。合并研究的辍学率一般为中等(≤20%),但干预组的辍学率较高(RR = 1.13-2.66)。低偏倚风险和照旧比较的试验在适应症上受到限制。我们发现了16个评估处方数字治疗的试验(g = 0.33-1.60)。结论数字干预可以在广泛的诊断精神障碍中有效。对于某些适应症,需要更多高质量的试验和与常规护理的比较来证实效果的稳健性,特别是对于无指导治疗。数字干预作为可处方的数字治疗方法日益商业化。越来越多的行业参与可能为该领域带来机遇和新的挑战。
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引用次数: 0
A culturally adapted mobile cognitive behavioral therapy for individuals with Hepatitis B on depression, anxiety and stress: A pilot randomized controlled trial 一种适应文化的移动认知行为疗法治疗乙型肝炎患者的抑郁、焦虑和压力:一项试点随机对照试验
IF 3.6 2区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-07-10 DOI: 10.1016/j.invent.2025.100862
Chao Kei Lao , Xi Wang , Xinyi Li , Zhongqing Wang , Guangyu Zhou
Hepatitis B Virus (HBV) is a major global public health concern, with chronic infection affecting physical, psychological, social and work functioning, often leading to depression, anxiety, and stress. However, tailored online psychological interventions remain limited. This pilot randomized controlled trial aimed to evaluate the feasibility, acceptability and efficacy of a culturally-adapted four-week mobile cognitive-behavioral intervention for reducing depression, anxiety, and stress levels among individuals with HBV in China. Thirty-seven HBV-positive participants (age 18–65) with moderate to severe depression, anxiety or stress were recruited through an online platform. Participants were randomly assigned to an intervention group (n = 19) or waitlist control (n = 18). The intervention included animated psychoeducation, interactive exercises, and weekly feedback from trained clinical psychology graduates. Primary outcomes—depression, anxiety, and stress—were assessed weekly (T0–T4), while secondary outcomes—fatigue, cognitive flexibility, and post-traumatic stress—were measured at baseline (T0) and post-intervention (T4). Results showed that the intervention was feasible, with no serious adverse events reported. Participants in the intervention group completed an average of 43.2 % of the program and reported high satisfaction with it. Intention-to-treat repeated-measures ANOVA indicated significant improvements in depression and anxiety for both groups but found no significant differences between groups in primary or secondary psychological outcomes. This pilot study underscores the need to refine intervention content and delivery methods. Larger trials are needed to evaluate the efficacy of online psychological interventions for individuals with HBV and to explore strategies for enhancing engagement and adherence.
乙型肝炎病毒(HBV)是一个主要的全球公共卫生问题,慢性感染影响身体、心理、社会和工作功能,往往导致抑郁、焦虑和压力。然而,量身定制的在线心理干预仍然有限。本试点随机对照试验旨在评估一种文化适应的为期四周的移动认知行为干预在中国降低HBV患者抑郁、焦虑和压力水平的可行性、可接受性和有效性。37名患有中度至重度抑郁、焦虑或压力的hbv阳性参与者(年龄18-65岁)通过在线平台招募。参与者被随机分配到干预组(n = 19)或候补组(n = 18)。干预包括动画心理教育,互动练习,以及训练有素的临床心理学毕业生的每周反馈。主要结局-抑郁、焦虑和压力-每周评估一次(T0 - T4),而次要结局-疲劳、认知灵活性和创伤后压力-在基线(T0)和干预后(T4)测量。结果表明,干预措施是可行的,无严重不良事件报告。干预组的参与者平均完成了43.2%的计划,并报告了很高的满意度。意向治疗重复测量方差分析显示,两组患者在抑郁和焦虑方面均有显著改善,但在主要或次要心理结局方面各组间无显著差异。这项初步研究强调了改进干预内容和实施方法的必要性。需要更大规模的试验来评估在线心理干预对HBV患者的疗效,并探索增强参与和依从性的策略。
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引用次数: 0
Feasibility of internet-based multimodal emotion recognition training in adolescents with and without autism: A pilot study 基于网络的多模态情绪识别训练在有自闭症和无自闭症青少年中的可行性:一项试点研究
IF 3.6 2区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-07-10 DOI: 10.1016/j.invent.2025.100861
Nora Choque Olsson , Julia Nordlander Björkman , Rasmus Lackell , Oliver Bergens , Håkan Fischer , Lillian Döllinger , Jan Bergström , Per Carlbring , Petri Laukka

Background

Research suggests that individuals with autism spectrum disorder (ASD) have difficulties in emotion recognition (ER), which could lead to social difficulties. ER can be enhanced through targeted interventions, but generalization to everyday functioning poses a challenge. Using dynamic multimodal emotional expressions for training may increase similarities to everyday situations. This pilot study investigated the feasibility of internet-based multimodal emotion recognition training (iMERAT) for adolescents with ASD.

Method

Eight adolescents with ASD and nine typically developing (TD) adolescents took part in the iMERAT intervention, which included brief online training sessions conducted each weekday during a 3-week period. Training was performed on dynamic facial, vocal and multimodal emotional expressions, with outcome feedback provided after each response. A survey was conducted to explore participants' experiences of the training. ER was measured pre- and post-training using a multimodal ER test.

Results

Participants reported that the training was moderately difficult, instructions were relatively easy to understand, and the duration of training was appropriate. Content analysis of open-ended responses suggested further adaptations, such as providing more explanations of emotions and further tailoring content and language for adolescents. ER increased from pre- to post-intervention, with large effect sizes for both ASD and TD adolescents.

Conclusion

Results suggest that the iMERAT intervention is feasible for adolescents with ASD. Gains in ER ability were observed, but the small sample size and lack of a control group render these findings tentative. Further research is required to assess the effectiveness of the iMERAT and possible impact on broader social skills.
研究表明,患有自闭症谱系障碍(ASD)的个体在情绪识别(ER)方面存在困难,这可能导致社交困难。内源性休克可通过有针对性的干预措施得到增强,但将其推广到日常功能则是一个挑战。在训练中使用动态多模态情绪表达可能会增加与日常情况的相似性。本初步研究探讨了基于互联网的多模态情绪识别训练(iMERAT)对青少年ASD的可行性。方法8名ASD青少年和9名典型发育(TD)青少年参加了iMERAT干预,其中包括在3周内每个工作日进行的简短在线培训课程。对动态面部、声音和多模态情绪表达进行训练,并在每次反应后提供结果反馈。我们进行了一项调查,以探讨参与者的培训经验。使用多模态ER测试测量训练前和训练后的ER。结果参与者反映培训难度适中,指导内容相对容易理解,培训时间适当。开放式回答的内容分析建议进一步调整,例如提供更多的情绪解释,并进一步为青少年量身定制内容和语言。从干预前到干预后,ER增加了,对ASD和TD青少年都有很大的效应量。结论iMERAT干预青少年ASD是可行的。研究人员观察到了内质反应能力的提高,但样本量小,缺乏对照组,因此这些发现是初步的。需要进一步的研究来评估iMERAT的有效性以及对更广泛的社交技能可能产生的影响。
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引用次数: 0
Internet-based cognitive behavioral therapy for anxiety and depressive symptoms in Brazilian emerging adults: A pilot randomized controlled trial 基于互联网的认知行为疗法治疗巴西新生成人的焦虑和抑郁症状:一项随机对照试验
IF 3.6 2区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-07-09 DOI: 10.1016/j.invent.2025.100854
Juliana Maltoni , Carmem Beatriz Neufeld , Victoria Aminoff , Gerhard Andersson

Background

Anxiety and depressive disorders are highly prevalent in Brazil, with higher vulnerability among young adults. Despite the high prevalence, Brazil faces significant challenges in its mental health care system, with only a minority receiving treatment. Tailored internet-delivered cognitive behavioral therapy (ICBT) offers a promising strategy to address this treatment versus demand gap. This study examines the efficacy of individually tailored ICBT intervention with on-demand support for reducing anxiety and depressive symptoms in young adults.

Methods

This two-arm randomized controlled trial involved Brazilian young adults (aged 18–24 years) who were randomly assigned to either a treatment group (n = 46) or a waitlist control group (n = 46). The 8-week treatment included individually tailored ICBT with therapist support on-demand via chat, conducted on an online platform. Primary outcomes were symptoms of anxiety and depression. Secondary measures included stress, insomnia, smartphone and social media use, perfectionism, and quality of life. A six-month follow-up was conducted.

Results

Multiple regression analysis indicated that the treatment group, in comparison to the control group, showed significant reductions in anxiety, depression, stress, and insomnia, as well as improvements in quality of life, with moderate to large effects sizes.

Conclusion

ICBT is a viable intervention for young Brazilians experiencing common mental health symptoms. Further research is needed to explore implementation and impact on other populations.
背景焦虑和抑郁症在巴西非常普遍,在年轻人中易感程度更高。尽管患病率很高,但巴西的精神卫生保健系统面临着重大挑战,只有少数人接受治疗。量身定制的互联网认知行为疗法(ICBT)为解决这种治疗与需求之间的差距提供了一个有希望的策略。本研究考察了个性化ICBT干预与按需支持对减少年轻人焦虑和抑郁症状的疗效。方法:这项两组随机对照试验涉及巴西年轻人(18-24岁),他们被随机分配到治疗组(n = 46)和候补对照组(n = 46)。为期8周的治疗包括在在线平台上进行个性化定制的ICBT,并通过聊天按需提供治疗师支持。主要结局是焦虑和抑郁症状。次要指标包括压力、失眠、智能手机和社交媒体使用、完美主义和生活质量。进行了为期六个月的随访。结果多元回归分析显示,与对照组相比,治疗组在焦虑、抑郁、压力、失眠等方面均有显著减少,生活质量也有显著改善,且效应量为中大型。结论icbt是巴西青少年常见心理健康症状的有效干预手段。需要进一步研究以探讨执行情况及其对其他人群的影响。
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引用次数: 0
Digital bridges to social connection: A systematic review and meta-analysis of digital interventions for loneliness and social isolation 通往社会联系的数字桥梁:对孤独和社会隔离的数字干预的系统回顾和荟萃分析
IF 3.6 2区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-07-08 DOI: 10.1016/j.invent.2025.100856
Thomas Hansen , Rune Johansen , Benedicte Kirkøen , Kim Stene-Larsen , Melanie Straiton , Ragnhild A. Tornes , Anne Reneflot
As loneliness and social isolation emerge as pressing public health concerns, identifying effective interventions is essential. Digital solutions offer flexible, scalable, and cost-effective approaches, yet their effectiveness remains uncertain. This systematic review and meta-analysis assess the impact of randomized controlled trials (RCTs) on digital interventions to reduce loneliness and social isolation. Following PRISMA 2020 guidelines, we searched seven databases and grey literature (2022–) and applied random-effects models to pool effect sizes by intervention type. A total of 40 RCTs involving 6062 participants were included, with one-third focusing on younger individuals. Loneliness was assessed in 36 studies, while eight examined social isolation. Interventions were classified as psychological (k = 25), social (k = 4), activity-based (k = 4), robot-based (k = 4), and social media reduction (k = 5). Psychological interventions—especially those with group or social components—along with group-based activities and robotic pets, were effective in reducing loneliness. In contrast, social contact interventions, self-guided individual activities, and conversational robots showed limited impact. Social media reduction interventions suggested potential benefits, though results were not statistically significant. The evidence base exhibited moderate to high risk of bias, heterogeneity, and limited long-term follow-up. We provide specific recommendations for future interventions and research, including leveraging digital technologies for enhanced personalization, using digital tools for signposting non-digital interventions, systematically comparing digital and non-digital versions of the same intervention, and, most critically, examining the impact of increasingly popular AI-driven and humanlike social chatbots.
随着孤独和社会隔离成为紧迫的公共卫生问题,确定有效的干预措施至关重要。数字解决方案提供了灵活、可扩展和经济高效的方法,但其有效性仍不确定。本系统综述和荟萃分析评估了随机对照试验(rct)对减少孤独感和社会隔离的数字干预的影响。根据PRISMA 2020指南,我们检索了7个数据库和灰色文献(2022 -),并应用随机效应模型按干预类型汇总效应大小。共纳入了40项随机对照试验,涉及6062名参与者,其中三分之一集中在年轻人身上。36项研究对孤独感进行了评估,8项研究对社会孤立进行了评估。干预措施分为心理(k = 25)、社会(k = 4)、基于活动(k = 4)、基于机器人(k = 4)和减少社交媒体(k = 5)。心理干预——尤其是那些有群体或社交成分的干预——以及基于群体的活动和机器人宠物,在减少孤独感方面是有效的。相比之下,社会接触干预、自我引导的个人活动和会话机器人的影响有限。减少社交媒体的干预措施显示了潜在的好处,尽管结果在统计上并不显著。证据基础显示出中高偏倚风险、异质性和有限的长期随访。我们为未来的干预和研究提供了具体建议,包括利用数字技术增强个性化,使用数字工具指示非数字干预措施,系统地比较同一干预措施的数字和非数字版本,最重要的是,研究日益流行的人工智能驱动和类人社交聊天机器人的影响。
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期刊
Internet Interventions-The Application of Information Technology in Mental and Behavioural Health
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