大规模实施数字心理健康干预:对爱尔兰国家数字CBT服务的一年评估。

IF 3.1 2区 医学 Q2 PSYCHIATRY
Siobhán Harty, Angel Enrique, Selin Akkol-Solakoglu, Adedeji Adegoke, Hannah Farrell, Graham Connon, Fiona Ward, Conor Kennedy, Derek Chambers, Derek Richards
{"title":"大规模实施数字心理健康干预:对爱尔兰国家数字CBT服务的一年评估。","authors":"Siobhán Harty, Angel Enrique, Selin Akkol-Solakoglu, Adedeji Adegoke, Hannah Farrell, Graham Connon, Fiona Ward, Conor Kennedy, Derek Chambers, Derek Richards","doi":"10.1186/s13033-023-00592-9","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>In recent years, exponential growth in digital innovations and internet access has provided opportunities to deliver health services at a much greater scale than previously possible. Evidence-based technology-enabled interventions can provide cost-effective, accessible, and resource-efficient solutions for addressing mental health issues. This study evaluated the first year of a supported digital cognitive behavioral therapy (CBT) service provided by the national health service in Ireland, which has been accessible to individuals who receive a referral from one of five referring groups: General Practitioners, Primary Care Psychology, Counselling Primary Care, Community Mental Health, and Jigsaw (a nationwide youth mental health service).</p><p><strong>Methods: </strong>A retrospective, observational study examining data from the service between April 2021 to April 2022 was conducted. Descriptive statistics on referrals, account activations, user demographics, program usage, and user satisfaction were extracted, and pre-to-post clinical outcomes for depression measured by the Patient Health Questionnaire-9 and for anxiety measured by the Generalised Anxiety Disorder-7 were analysed using linear mixed effect models.</p><p><strong>Results: </strong>There were 5,298 referrals and 3,236 (61%) account activations within the year. Most users were female (72.9%) and aged between 18 and 44 years (75.4%). The CBT programs were associated with significant reductions in both depression (β = 3.34, 95% CI [3.03, 3.65], p < 0.001) and anxiety (β = 3.64, 95% CI [3.36, 3.93], p < 0.001), with large effect sizes (Cohen's d > 0.8). Time spent using the programs was also found to be a predictor of the variability in these clinical outcomes (p < 0.001), and accounting for this resulted in significantly better model fits (p < 0.001). User satisfaction ratings were also very high, exceeding 94%.</p><p><strong>Conclusions: </strong>Efforts to improve the representation of male and older adult users are warranted. However, overall, the results demonstrate how digital CBT can be provided at scale and lead to symptom reductions with large effect sizes for patients seeking help for depression and anxiety. The findings substantiate the continued use and expansion of this service in Ireland and the more widespread implementation of similar services in other international public healthcare settings.</p>","PeriodicalId":47752,"journal":{"name":"International Journal of Mental Health Systems","volume":null,"pages":null},"PeriodicalIF":3.1000,"publicationDate":"2023-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10563351/pdf/","citationCount":"0","resultStr":"{\"title\":\"Implementing digital mental health interventions at scale: one-year evaluation of a national digital CBT service in Ireland.\",\"authors\":\"Siobhán Harty, Angel Enrique, Selin Akkol-Solakoglu, Adedeji Adegoke, Hannah Farrell, Graham Connon, Fiona Ward, Conor Kennedy, Derek Chambers, Derek Richards\",\"doi\":\"10.1186/s13033-023-00592-9\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>In recent years, exponential growth in digital innovations and internet access has provided opportunities to deliver health services at a much greater scale than previously possible. Evidence-based technology-enabled interventions can provide cost-effective, accessible, and resource-efficient solutions for addressing mental health issues. This study evaluated the first year of a supported digital cognitive behavioral therapy (CBT) service provided by the national health service in Ireland, which has been accessible to individuals who receive a referral from one of five referring groups: General Practitioners, Primary Care Psychology, Counselling Primary Care, Community Mental Health, and Jigsaw (a nationwide youth mental health service).</p><p><strong>Methods: </strong>A retrospective, observational study examining data from the service between April 2021 to April 2022 was conducted. Descriptive statistics on referrals, account activations, user demographics, program usage, and user satisfaction were extracted, and pre-to-post clinical outcomes for depression measured by the Patient Health Questionnaire-9 and for anxiety measured by the Generalised Anxiety Disorder-7 were analysed using linear mixed effect models.</p><p><strong>Results: </strong>There were 5,298 referrals and 3,236 (61%) account activations within the year. Most users were female (72.9%) and aged between 18 and 44 years (75.4%). The CBT programs were associated with significant reductions in both depression (β = 3.34, 95% CI [3.03, 3.65], p < 0.001) and anxiety (β = 3.64, 95% CI [3.36, 3.93], p < 0.001), with large effect sizes (Cohen's d > 0.8). Time spent using the programs was also found to be a predictor of the variability in these clinical outcomes (p < 0.001), and accounting for this resulted in significantly better model fits (p < 0.001). User satisfaction ratings were also very high, exceeding 94%.</p><p><strong>Conclusions: </strong>Efforts to improve the representation of male and older adult users are warranted. However, overall, the results demonstrate how digital CBT can be provided at scale and lead to symptom reductions with large effect sizes for patients seeking help for depression and anxiety. The findings substantiate the continued use and expansion of this service in Ireland and the more widespread implementation of similar services in other international public healthcare settings.</p>\",\"PeriodicalId\":47752,\"journal\":{\"name\":\"International Journal of Mental Health Systems\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2023-10-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10563351/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Mental Health Systems\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s13033-023-00592-9\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PSYCHIATRY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Mental Health Systems","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s13033-023-00592-9","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PSYCHIATRY","Score":null,"Total":0}
引用次数: 0

摘要

背景:近年来,数字创新和互联网接入的指数级增长为提供比以前更大规模的医疗服务提供了机会。基于证据的技术支持干预措施可以为解决心理健康问题提供成本效益高、可访问和资源高效的解决方案。这项研究评估了爱尔兰国家卫生服务局提供的数字认知行为疗法(CBT)支持服务的第一年,该服务可供接受五个转介群体之一转介的个人使用:全科医生、初级保健心理学、初级保健咨询、社区心理健康,和Jigsaw(一家全国性的青少年心理健康服务机构)。方法:对2021年4月至2022年4月期间该服务的数据进行回顾性观察性研究。提取转诊、账户激活、用户人口统计、程序使用和用户满意度的描述性统计数据,并使用线性混合效应模型分析通过患者健康问卷-9测量的抑郁症和通过广泛焦虑障碍-7测量的焦虑症的临床前后结果。结果:一年内共有5298个转介和3236个(61%)账户激活。大多数使用者是女性(72.9%),年龄在18至44岁之间(75.4%) = 3.34,95%置信区间[3.03,3.65],p  0.8)。使用程序所花费的时间也被发现是这些临床结果变异性的预测因素(p 结论:有必要努力提高男性和老年用户的代表性。然而,总的来说,研究结果表明,数字CBT是如何大规模提供的,并为寻求抑郁症和焦虑症帮助的患者带来症状减轻,效果显著。研究结果证实了这项服务在爱尔兰的持续使用和扩展,以及在其他国际公共医疗机构更广泛地实施类似服务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Implementing digital mental health interventions at scale: one-year evaluation of a national digital CBT service in Ireland.

Implementing digital mental health interventions at scale: one-year evaluation of a national digital CBT service in Ireland.

Implementing digital mental health interventions at scale: one-year evaluation of a national digital CBT service in Ireland.

Implementing digital mental health interventions at scale: one-year evaluation of a national digital CBT service in Ireland.

Background: In recent years, exponential growth in digital innovations and internet access has provided opportunities to deliver health services at a much greater scale than previously possible. Evidence-based technology-enabled interventions can provide cost-effective, accessible, and resource-efficient solutions for addressing mental health issues. This study evaluated the first year of a supported digital cognitive behavioral therapy (CBT) service provided by the national health service in Ireland, which has been accessible to individuals who receive a referral from one of five referring groups: General Practitioners, Primary Care Psychology, Counselling Primary Care, Community Mental Health, and Jigsaw (a nationwide youth mental health service).

Methods: A retrospective, observational study examining data from the service between April 2021 to April 2022 was conducted. Descriptive statistics on referrals, account activations, user demographics, program usage, and user satisfaction were extracted, and pre-to-post clinical outcomes for depression measured by the Patient Health Questionnaire-9 and for anxiety measured by the Generalised Anxiety Disorder-7 were analysed using linear mixed effect models.

Results: There were 5,298 referrals and 3,236 (61%) account activations within the year. Most users were female (72.9%) and aged between 18 and 44 years (75.4%). The CBT programs were associated with significant reductions in both depression (β = 3.34, 95% CI [3.03, 3.65], p < 0.001) and anxiety (β = 3.64, 95% CI [3.36, 3.93], p < 0.001), with large effect sizes (Cohen's d > 0.8). Time spent using the programs was also found to be a predictor of the variability in these clinical outcomes (p < 0.001), and accounting for this resulted in significantly better model fits (p < 0.001). User satisfaction ratings were also very high, exceeding 94%.

Conclusions: Efforts to improve the representation of male and older adult users are warranted. However, overall, the results demonstrate how digital CBT can be provided at scale and lead to symptom reductions with large effect sizes for patients seeking help for depression and anxiety. The findings substantiate the continued use and expansion of this service in Ireland and the more widespread implementation of similar services in other international public healthcare settings.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
6.90
自引率
2.80%
发文量
52
审稿时长
13 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信