首页 > 最新文献

Journal of Anxiety Disorders最新文献

英文 中文
Burden of anxiety disorders among older adults aged ≥ 55 years in 204 countries and territories, 1990–2021: A population-based study 1990-2021年204个国家和地区年龄≥ 55岁老年人焦虑症负担:一项基于人群的研究
IF 4.8 2区 医学 Q1 PSYCHIATRY Pub Date : 2025-05-20 DOI: 10.1016/j.janxdis.2025.103026
Bingyi Wang , Qiqiao Zhang , Ke Liu , Leiwen Fu , Cailing Ao , Peng Zhang , Chaohua Lan , Qiongfang Wu , Fang Yang , Yong Lu , Xiaobing Fu , Yan Li

Background

Despite anxiety disorders being a significant public health concern, studies assessing their global burden among older adults are limited. We aimed to analyse trends in the global burden of anxiety disorders in older adults aged ≥ 55 years.

Methods

Data on the incidence and disability-adjusted life-years (DALYs) for anxiety disorders were retrieved from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021. Temporal trends were quantified using estimated annual percentage changes.

Results

In 2021, global DALYs for anxiety disorders were estimated at 8.21 million (95 % UI 5.62–11.48 million), nearly 2.5 times higher than in 1990, with an age-standardised rate of 552.7 DALYs (95 % UI 378.1–772.5) per 100,000 population. Between 1990 and 2021, the age-standardised DALY rate (ASDR) remained stable (−0.05 % [95 % CI −0.16–0.05]), with minimal differences between men (0.04 % [−0.05–0.12]) and women (−0.08 % [−0.21–0.05]). The 55–59 age group showed the highest ASDR (538.5 [361.3–767.7] per 100,000 population). The highest increases in ASDR were observed in the low-middle (0.15 % [0.03–0.28]) and low sociodemographic index regions (0.09 % [0.02–0.15]). The regions with the highest ASDRs were Latin America, Western Europe, and High-income North America.

Conclusion

While global trends in anxiety disorders among older adults remained stable, the total burden increased significantly, with marked regional disparities. Tailored mental health interventions, early detection, and treatment in primary care are essential to reduce the future burden of anxiety disorders in older adults, especially in low and middle-income countries.
尽管焦虑症是一个重要的公共卫生问题,但评估老年人全球负担的研究有限。我们的目的是分析年龄≥ 55岁的老年人全球焦虑症负担的趋势。方法从全球疾病、伤害和风险因素负担研究(GBD) 2021中检索焦虑症的发病率和残疾调整生命年(DALYs)数据。使用估计的年百分比变化来量化时间趋势。结果2021年,全球焦虑症DALYs估计为821万(95 % UI 562 - 1148万),比1990年高出近2.5倍,年龄标准化率为每10万人552.7 DALYs(95 % UI 378.1-772.5)。1990年至2021年间,年龄标准化DALY率(ASDR)保持稳定(- 0.05 %[95 % CI - 0.16-0.05]),男性(0.04 %[- 0.05 - 0.12])和女性(- 0.08 %[- 0.21-0.05])之间的差异极小。55 ~ 59岁人群ASDR最高,为538.5[361.3 ~ 767.7]/ 10万人。ASDR在中低(0.15 %[0.03-0.28])和低社会人口指数地区(0.09 %[0.02-0.15])的增幅最大。asdr最高的地区是拉丁美洲、西欧和高收入的北美。结论尽管全球老年人焦虑障碍趋势保持稳定,但总体负担明显增加,且地区差异明显。量身定制的精神卫生干预措施、早期发现和初级保健治疗对于减轻老年人焦虑症的未来负担至关重要,特别是在低收入和中等收入国家。
{"title":"Burden of anxiety disorders among older adults aged ≥ 55 years in 204 countries and territories, 1990–2021: A population-based study","authors":"Bingyi Wang ,&nbsp;Qiqiao Zhang ,&nbsp;Ke Liu ,&nbsp;Leiwen Fu ,&nbsp;Cailing Ao ,&nbsp;Peng Zhang ,&nbsp;Chaohua Lan ,&nbsp;Qiongfang Wu ,&nbsp;Fang Yang ,&nbsp;Yong Lu ,&nbsp;Xiaobing Fu ,&nbsp;Yan Li","doi":"10.1016/j.janxdis.2025.103026","DOIUrl":"10.1016/j.janxdis.2025.103026","url":null,"abstract":"<div><h3>Background</h3><div>Despite anxiety disorders being a significant public health concern, studies assessing their global burden among older adults are limited. We aimed to analyse trends in the global burden of anxiety disorders in older adults aged ≥ 55 years.</div></div><div><h3>Methods</h3><div>Data on the incidence and disability-adjusted life-years (DALYs) for anxiety disorders were retrieved from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021. Temporal trends were quantified using estimated annual percentage changes.</div></div><div><h3>Results</h3><div>In 2021, global DALYs for anxiety disorders were estimated at 8.21 million (95 % UI 5.62–11.48 million), nearly 2.5 times higher than in 1990, with an age-standardised rate of 552.7 DALYs (95 % UI 378.1–772.5) per 100,000 population. Between 1990 and 2021, the age-standardised DALY rate (ASDR) remained stable (−0.05 % [95 % CI −0.16–0.05]), with minimal differences between men (0.04 % [−0.05–0.12]) and women (−0.08 % [−0.21–0.05]). The 55–59 age group showed the highest ASDR (538.5 [361.3–767.7] per 100,000 population). The highest increases in ASDR were observed in the low-middle (0.15 % [0.03–0.28]) and low sociodemographic index regions (0.09 % [0.02–0.15]). The regions with the highest ASDRs were Latin America, Western Europe, and High-income North America.</div></div><div><h3>Conclusion</h3><div>While global trends in anxiety disorders among older adults remained stable, the total burden increased significantly, with marked regional disparities. Tailored mental health interventions, early detection, and treatment in primary care are essential to reduce the future burden of anxiety disorders in older adults, especially in low and middle-income countries.</div></div>","PeriodicalId":48390,"journal":{"name":"Journal of Anxiety Disorders","volume":"113 ","pages":"Article 103026"},"PeriodicalIF":4.8,"publicationDate":"2025-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144189851","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
CBT-based self-help guided by a lay provider for generalized anxiety in older adults: A randomized controlled trial 老年人广泛性焦虑的外行医师指导下基于cbt的自助:一项随机对照试验
IF 4.8 2区 医学 Q1 PSYCHIATRY Pub Date : 2025-05-20 DOI: 10.1016/j.janxdis.2025.103028
Philippe Landreville , Patrick Gosselin , Sébastien Grenier , Pierre-Hugues Carmichael
Treatments for generalized anxiety disorder (GAD) that circumvent the barriers to accessing mental health care in older adults are needed. The main goal of this multisite randomized controlled trial was to evaluate the efficacy of CBT-based self-help guided by a lay provider (LP) for generalized anxiety (i.e., threshold or subthreshold GAD) in older adults. Participants (≥ 60 years) were block randomized based on diagnosis to an experimental (n = 75) or wait-list control group (n = 75). Experimental group participants used a manual presenting CBT-based readings and exercises and received brief weekly support calls by LPs. Groups were similar in terms of sociodemographic characteristics and initially did not differ significantly on outcomes. At post-treatment, the experimental group showed greater improvement across both primary outcomes (i.e., worry tendency, p < .0001, Standardized mean difference [SMD] = −1.5971, and GAD severity, p < .0001, SMD = −1.1639) and most additional outcomes (e.g., targeted psychological vulnerabilities, depressive symptoms, sleep difficulties, and GAD diagnosis) with small to large effect sizes (SMD = −0.4358 to −1.5402). The experimental group also showed maintenance of treatment effects or other improvements at 6- and 12-month follow-up. Participants in the control group who completed the treatment after their waiting period also improved on worry tendency (SMD = −1.2477) and GAD severity (SMD = −0.8443) and most of the other variables (SMD = −0.3728 to −1.0154). Results demonstrate that self-help guided by a LP is effective for treating GAD in older adults and that the improvements are sustained after treatment.
需要治疗广泛性焦虑症(GAD),以绕过老年人获得精神卫生保健的障碍。这项多地点随机对照试验的主要目的是评估由外行提供者(LP)指导的基于cbt的自助治疗老年人广泛性焦虑(即阈值或阈下广泛性焦虑症)的疗效。根据诊断将参与者(≥60岁)分组随机分为实验组(n = 75)或等候名单对照组(n = 75)。实验组的参与者使用一本手册,介绍基于cbt的阅读和练习,并接受有限合伙人每周简短的支持电话。各组在社会人口学特征方面相似,最初在结果上没有显着差异。在治疗后,实验组在两项主要结果(即担忧倾向,p <; )上都有更大的改善。0001,标准化平均差[SMD] = - 1.5971,与GAD严重程度,p <; 。0001, SMD = - 1.1639)和大多数附加结果(例如,目标心理脆弱性、抑郁症状、睡眠困难和广泛性焦虑症诊断)具有小到大的效应量(SMD = - 0.4358至- 1.5402)。在6个月和12个月的随访中,实验组也显示出治疗效果的维持或其他改善。在等待期后完成治疗的对照组参与者在焦虑倾向(SMD = - 1.2477)和GAD严重程度(SMD = - 0.8443)以及大多数其他变量(SMD = - 0.3728至- 1.0154)方面也有所改善。结果表明,LP指导下的自助对治疗老年人广泛性焦虑症是有效的,并且治疗后改善持续。
{"title":"CBT-based self-help guided by a lay provider for generalized anxiety in older adults: A randomized controlled trial","authors":"Philippe Landreville ,&nbsp;Patrick Gosselin ,&nbsp;Sébastien Grenier ,&nbsp;Pierre-Hugues Carmichael","doi":"10.1016/j.janxdis.2025.103028","DOIUrl":"10.1016/j.janxdis.2025.103028","url":null,"abstract":"<div><div>Treatments for generalized anxiety disorder (GAD) that circumvent the barriers to accessing mental health care in older adults are needed. The main goal of this multisite randomized controlled trial was to evaluate the efficacy of CBT-based self-help guided by a lay provider (LP) for generalized anxiety (i.e., threshold or subthreshold GAD) in older adults. Participants (≥ 60 years) were block randomized based on diagnosis to an experimental (<em>n</em> = 75) or wait-list control group (<em>n</em> = 75). Experimental group participants used a manual presenting CBT-based readings and exercises and received brief weekly support calls by LPs. Groups were similar in terms of sociodemographic characteristics and initially did not differ significantly on outcomes. At post-treatment, the experimental group showed greater improvement across both primary outcomes (i.e., worry tendency, <em>p</em> &lt; .0001, Standardized mean difference [SMD] = −1.5971, and GAD severity, p &lt; .0001, SMD = −1.1639) and most additional outcomes (e.g., targeted psychological vulnerabilities, depressive symptoms, sleep difficulties, and GAD diagnosis) with small to large effect sizes (SMD = −0.4358 to −1.5402). The experimental group also showed maintenance of treatment effects or other improvements at 6- and 12-month follow-up. Participants in the control group who completed the treatment after their waiting period also improved on worry tendency (SMD = −1.2477) and GAD severity (SMD = −0.8443) and most of the other variables (SMD = −0.3728 to −1.0154). Results demonstrate that self-help guided by a LP is effective for treating GAD in older adults and that the improvements are sustained after treatment.</div></div>","PeriodicalId":48390,"journal":{"name":"Journal of Anxiety Disorders","volume":"113 ","pages":"Article 103028"},"PeriodicalIF":4.8,"publicationDate":"2025-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144189852","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
Who defines improvement? Patients' global reports of improvement compared to standardized measures of improvement in cognitive processing therapy for posttraumatic stress disorder 谁定义改进?与创伤后应激障碍认知加工治疗的标准化改善措施相比,患者的全球改善报告
IF 4.8 2区 医学 Q1 PSYCHIATRY Pub Date : 2025-05-14 DOI: 10.1016/j.janxdis.2025.103027
Elizabeth Alpert , Annie B. Fox , Tara E. Galovski
Standardized measures have typically been used to assess symptom change during treatment in psychological research and practice. However, standardized measures may not fully capture patients' experiences of therapeutic change. Patients' global reports of their improvement during treatment across domains of symptoms and functioning are also important and may provide distinct information from standardized measures. The current study compared both types of patient reports of improvement during cognitive processing therapy (CPT) for posttraumatic stress disorder (PTSD). We also examined process-level predictors of improvement assessed using both methods. Participants were 254 adult survivors of interpersonal violence receiving CPT. Patients' global reports of improvement in each domain (PTSD symptoms, relationships, health concerns, sexual functioning, school/work performance, and life satisfaction), each rated on a Likert scale via the Treatment Outcome Questionnaire, were significantly correlated with the corresponding standardized measure of improvement in the same domain, with most effect sizes in the small-to-medium range. Patients' perceptions of the therapy (helpfulness, likability) significantly predicted both global ratings and standardized measures of improvement, while patients' perceptions of the therapeutic relationship, patients' perceptions of barriers to therapy attendance, and objective indices of attendance did not predict improvement. Results highlight the importance of patients' experiences with treatment and suggest that assessing patients' global ratings of their improvement during treatment provides distinct information from standardized measures of improvement, and both are important to include when measuring therapeutic change.
在心理学研究和实践中,标准化措施通常用于评估治疗期间的症状变化。然而,标准化的措施可能无法完全捕捉到患者治疗变化的经历。患者在治疗期间跨症状和功能领域的整体改善报告也很重要,可能提供与标准化措施不同的信息。目前的研究比较了两种类型的患者在创伤后应激障碍(PTSD)的认知加工治疗(CPT)期间的改善报告。我们还检查了使用两种方法评估的过程级改进预测因子。参与者为254名接受CPT治疗的成年人际暴力幸存者。患者在每个领域(创伤后应激障碍症状、人际关系、健康问题、性功能、学校/工作表现和生活满意度)的整体改善报告,通过治疗结果问卷(Treatment Outcome Questionnaire)在李克特量表(Likert scale)上进行评分,与同一领域相应的标准化改善措施显著相关,大多数效应量在中小范围内。患者对治疗的感知(乐于助人、讨人喜欢)显著预测了整体评分和标准化改善措施,而患者对治疗关系的感知、患者对治疗出勤障碍的感知和出勤的客观指标不能预测改善。结果强调了患者治疗经历的重要性,并表明评估患者在治疗期间对其改善的总体评分提供了与标准化改善措施不同的信息,并且在衡量治疗变化时,两者都很重要。
{"title":"Who defines improvement? Patients' global reports of improvement compared to standardized measures of improvement in cognitive processing therapy for posttraumatic stress disorder","authors":"Elizabeth Alpert ,&nbsp;Annie B. Fox ,&nbsp;Tara E. Galovski","doi":"10.1016/j.janxdis.2025.103027","DOIUrl":"10.1016/j.janxdis.2025.103027","url":null,"abstract":"<div><div>Standardized measures have typically been used to assess symptom change during treatment in psychological research and practice. However, standardized measures may not fully capture patients' experiences of therapeutic change. Patients' global reports of their improvement during treatment across domains of symptoms and functioning are also important and may provide distinct information from standardized measures. The current study compared both types of patient reports of improvement during cognitive processing therapy (CPT) for posttraumatic stress disorder (PTSD). We also examined process-level predictors of improvement assessed using both methods. Participants were 254 adult survivors of interpersonal violence receiving CPT. Patients' global reports of improvement in each domain (PTSD symptoms, relationships, health concerns, sexual functioning, school/work performance, and life satisfaction), each rated on a Likert scale via the Treatment Outcome Questionnaire, were significantly correlated with the corresponding standardized measure of improvement in the same domain, with most effect sizes in the small-to-medium range. Patients' perceptions of the therapy (helpfulness, likability) significantly predicted both global ratings and standardized measures of improvement, while patients' perceptions of the therapeutic relationship, patients' perceptions of barriers to therapy attendance, and objective indices of attendance did not predict improvement. Results highlight the importance of patients' experiences with treatment and suggest that assessing patients' global ratings of their improvement during treatment provides distinct information from standardized measures of improvement, and both are important to include when measuring therapeutic change.</div></div>","PeriodicalId":48390,"journal":{"name":"Journal of Anxiety Disorders","volume":"113 ","pages":"Article 103027"},"PeriodicalIF":4.8,"publicationDate":"2025-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144071501","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
Longitudinal course of posttraumatic stress disorder and chronic pain conditions: A population-based study of Canadian military personnel over 16 years 创伤后应激障碍和慢性疼痛状况的纵向病程:一项对加拿大军事人员超过16年的基于人群的研究
IF 4.8 2区 医学 Q1 PSYCHIATRY Pub Date : 2025-05-08 DOI: 10.1016/j.janxdis.2025.103025
Aleiia J.N. Asmundson , Michelle M. Paluszek , Jordana L. Sommer , Shay-Lee Bolton , Jitender Sareen , Tracie O. Afifi , Renée El-Gabalawy , Gordon J.G. Asmundson

Background

Posttraumatic stress disorder (PTSD) and chronic pain are highly prevalent, comorbid, and debilitating conditions in the military. The present study was designed to examine the prevalence of chronic pain conditions (i.e., migraines, back problems, arthritis) across PTSD courses (i.e., no PTSD, remitted, new onset, persistent/recurrent) and examine the association between PTSD course and the presence and onset of chronic pain conditions in a population-representative sample of Canadian military members. Methods: Cross-tabulations and logistic regressions were conducted on data (n = 2941) from the 2002 Canadian Community Health Survey Mental Health and Well-being Canadian Forces Supplement and the 2018 Canadian Armed Forces Members and Veterans Mental Health Follow-Up Survey. Results: The prevalence of chronic pain conditions across PTSD courses ranged from 8 % to 61 %, with no PTSD consistently having the lowest prevalence. After adjusting for covariates, respondents with new onset PTSD had elevated odds of back problems (AOR=1.43, 95 % CI [1.10–1.90], p < .05), arthritis (AOR=1.46, 95 % CI [1.06–2.00], p < .05), and a new onset chronic pain condition more broadly (AOR=1.66, 95 % CI [1.15–2.39], p < .01), compared to those with no PTSD. Those with remitted PTSD had greater odds of migraines (AOR=2.43, 95 % CI [1.29–4.58], p < .01), while those with persistent PTSD had lower odds of back problems (AOR=0.45, 95 % CI [0.23–0.88], p < .05), compared to those with no PTSD. Conclusion: Findings indicate that the prevalence and type of chronic pain that co-occurs with PSTD in Canadian military members varies as a function of the course of PTSD. This underscores the importance of evaluating pain in those with PTSD and suggests that the course of PTSD is a relevant consideration in case conceptualization and treatment planning.
背景:创伤后应激障碍(PTSD)和慢性疼痛是军队中非常普遍、合并症和衰弱性疾病。本研究旨在研究慢性疼痛状况(如偏头痛、背部问题、关节炎)在创伤后应激障碍病程(即无创伤后应激障碍、缓解、新发、持续/复发)中的患病率,并研究PTSD病程与慢性疼痛状况的存在和发作之间的关系。方法:对2002年加拿大社区卫生调查《加拿大军人心理健康与福祉补编》和2018年加拿大武装部队成员和退伍军人心理健康随访调查的数据(n = 2941)进行交叉表列和logistic回归分析。结果:创伤后应激障碍病程中慢性疼痛的患病率从8% %到61% %不等,无创伤后应激障碍的患病率始终最低。协变量调整后,受访者与新出现创伤后应激障碍的几率升高背部问题(优势比= 1.43,95 % CI [1.10 - -1.90], p & lt; . 05),关节炎(优势比= 1.46,95 % CI [1.06 - -2.00], p & lt; . 05),和一个新的出现慢性疼痛条件更广泛(优势比= 1.66,95 % CI [1.15 - -2.39], p & lt; . 01),而那些没有创伤后应激障碍。与无PTSD患者相比,PTSD缓解者偏头痛发生率更高(AOR=2.43, 95 % CI [1.29-4.58], p <; .01),而持续性PTSD患者背部问题发生率更低(AOR=0.45, 95 % CI [0.23-0.88], p <; .05)。结论:研究结果表明,加拿大军人PTSD并发慢性疼痛的患病率和类型随PTSD病程的变化而变化。这强调了评估创伤后应激障碍患者疼痛的重要性,并表明创伤后应激障碍的病程是病例概念化和治疗计划的相关考虑因素。
{"title":"Longitudinal course of posttraumatic stress disorder and chronic pain conditions: A population-based study of Canadian military personnel over 16 years","authors":"Aleiia J.N. Asmundson ,&nbsp;Michelle M. Paluszek ,&nbsp;Jordana L. Sommer ,&nbsp;Shay-Lee Bolton ,&nbsp;Jitender Sareen ,&nbsp;Tracie O. Afifi ,&nbsp;Renée El-Gabalawy ,&nbsp;Gordon J.G. Asmundson","doi":"10.1016/j.janxdis.2025.103025","DOIUrl":"10.1016/j.janxdis.2025.103025","url":null,"abstract":"<div><h3>Background</h3><div>Posttraumatic stress disorder (PTSD) and chronic pain are highly prevalent, comorbid, and debilitating conditions in the military. The present study was designed to examine the prevalence of chronic pain conditions (i.e., migraines, back problems, arthritis) across PTSD courses (i.e., no PTSD, remitted, new onset, persistent/recurrent) and examine the association between PTSD course and the presence and onset of chronic pain conditions in a population-representative sample of Canadian military members. Methods: Cross-tabulations and logistic regressions were conducted on data (n = 2941) from the 2002 Canadian Community Health Survey Mental Health and Well-being Canadian Forces Supplement and the 2018 Canadian Armed Forces Members and Veterans Mental Health Follow-Up Survey. Results: The prevalence of chronic pain conditions across PTSD courses ranged from 8 % to 61 %, with no PTSD consistently having the lowest prevalence. After adjusting for covariates, respondents with new onset PTSD had elevated odds of back problems (AOR=1.43, 95 % CI [1.10–1.90], <em>p</em> &lt; .05), arthritis (AOR=1.46, 95 % CI [1.06–2.00], <em>p</em> &lt; .05), and a new onset chronic pain condition more broadly (AOR=1.66, 95 % CI [1.15–2.39], <em>p</em> &lt; .01), compared to those with no PTSD. Those with remitted PTSD had greater odds of migraines (AOR=2.43, 95 % CI [1.29–4.58], <em>p</em> &lt; .01), while those with persistent PTSD had lower odds of back problems (AOR=0.45, 95 % CI [0.23–0.88], <em>p</em> &lt; .05), compared to those with no PTSD. Conclusion: Findings indicate that the prevalence and type of chronic pain that co-occurs with PSTD in Canadian military members varies as a function of the course of PTSD. This underscores the importance of evaluating pain in those with PTSD and suggests that the course of PTSD is a relevant consideration in case conceptualization and treatment planning.</div></div>","PeriodicalId":48390,"journal":{"name":"Journal of Anxiety Disorders","volume":"113 ","pages":"Article 103025"},"PeriodicalIF":4.8,"publicationDate":"2025-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144088960","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
The unique autonomic signatures of savoring meditation for anxiety reduction: A pilot randomized controlled trial 享受冥想减轻焦虑的独特自主特征:一项试点随机对照试验
IF 4.8 2区 医学 Q1 PSYCHIATRY Pub Date : 2025-05-08 DOI: 10.1016/j.janxdis.2025.103024
Tomoko Kishimoto , Ximing Hao , Qiyu Bai
Anxiety disorders are often characterized by excessive sympathetic activation and dysfunction. While breathing relaxation reliably reduces anxiety by dampening sympathetic activity and enhancing parasympathetic tone, the autonomic signatures underlying positive emotion interventions, such as savoring meditation, remain less understood. In this pilot randomized controlled trial, we recruited 44 participants with probable generalized anxiety disorders (GAD) by questionnaires (GAD-7 score ≥ 10, which represents moderate or higher anxiety severity), who were assigned to a savoring meditation (n = 22) or a breathing relaxation (n = 22) intervention. We measured heart rate variability (HRV) indicators (respiratory sinus arrhythmia, RSA; low-frequency HRV, LF; the low-frequency/high-frequency ratio, LF/HF) and self-reported emotional states (happiness, anxiety, sadness, calmness) before and after the intervention. Linear mixed models with multiple imputation examined outcome change between and within conditions. The savoring group exhibited increased sympathetic and decreased parasympathetic activity (significantly lower RSA, higher LF and LF/HF), contrasting with the relaxation group’s pattern. Both interventions resulted in significant and similar reductions in anxiety after worrying. These preliminary results suggest that savoring meditation for anxiety reduction may have unique autonomic signatures, offering novel insights for positive emotion interventions in anxiety research.
焦虑症通常以交感神经过度激活和功能障碍为特征。虽然呼吸放松通过抑制交感神经活动和增强副交感神经张力来可靠地减少焦虑,但积极情绪干预背后的自主信号,如享受冥想,仍然不太清楚。在这项试点随机对照试验中,我们通过问卷调查(GAD-7得分≥10,代表中度或更高的焦虑严重程度)招募了44名可能患有广广性焦虑症(GAD)的参与者,他们被分配到品味冥想(n = 22)或呼吸放松(n = 22)干预。我们测量了心率变异性(HRV)指标(呼吸性窦性心律失常,RSA;低频HRV, LF;干预前后的低频/高频比(LF/HF)和自我报告的情绪状态(快乐、焦虑、悲伤、平静)。多重输入的线性混合模型检验了条件之间和条件内的结果变化。与放松组相比,品尝组表现出交感神经活动增加,副交感神经活动减少(显著降低RSA,提高LF和LF/HF)。两种干预措施都导致焦虑后焦虑的显著减少。这些初步结果表明,通过品味冥想来减少焦虑可能具有独特的自主特征,为焦虑研究中的积极情绪干预提供了新的见解。
{"title":"The unique autonomic signatures of savoring meditation for anxiety reduction: A pilot randomized controlled trial","authors":"Tomoko Kishimoto ,&nbsp;Ximing Hao ,&nbsp;Qiyu Bai","doi":"10.1016/j.janxdis.2025.103024","DOIUrl":"10.1016/j.janxdis.2025.103024","url":null,"abstract":"<div><div>Anxiety disorders are often characterized by excessive sympathetic activation and dysfunction. While breathing relaxation reliably reduces anxiety by dampening sympathetic activity and enhancing parasympathetic tone, the autonomic signatures underlying positive emotion interventions, such as savoring meditation, remain less understood. In this pilot randomized controlled trial, we recruited 44 participants with probable generalized anxiety disorders (GAD) by questionnaires (GAD-7 score ≥ 10, which represents moderate or higher anxiety severity), who were assigned to a savoring meditation (<em>n</em> = 22) or a breathing relaxation (<em>n</em> = 22) intervention. We measured heart rate variability (HRV) indicators (respiratory sinus arrhythmia, RSA; low-frequency HRV, LF; the low-frequency/high-frequency ratio, LF/HF) and self-reported emotional states (happiness, anxiety, sadness, calmness) before and after the intervention. Linear mixed models with multiple imputation examined outcome change between and within conditions. The savoring group exhibited increased sympathetic and decreased parasympathetic activity (significantly lower RSA, higher LF and LF/HF), contrasting with the relaxation group’s pattern. Both interventions resulted in significant and similar reductions in anxiety after worrying. These preliminary results suggest that savoring meditation for anxiety reduction may have unique autonomic signatures, offering novel insights for positive emotion interventions in anxiety research.</div></div>","PeriodicalId":48390,"journal":{"name":"Journal of Anxiety Disorders","volume":"113 ","pages":"Article 103024"},"PeriodicalIF":4.8,"publicationDate":"2025-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143936291","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
Exploring the co-occurrence of posttraumatic stress disorder symptoms and dysregulated positive emotion processes: A network analysis 探索创伤后应激障碍症状与失调的积极情绪过程的共同发生:一个网络分析
IF 4.8 2区 医学 Q1 PSYCHIATRY Pub Date : 2025-04-24 DOI: 10.1016/j.janxdis.2025.103022
Siyuan Wang , Madeline M. Rodenbaugh , Casey Straud , Nicole H. Weiss , Ateka A. Contractor
Emerging research indicates an important role of positive emotion processes in posttraumatic stress disorder (PTSD) symptomatology. To extend this research, we utilized a network approach to examine associations between PTSD symptom clusters (intrusions, avoidance, negative alterations in cognition and mood [NACM], alterations in arousal and reactivity [AAR]) and dysregulated positive emotion processes (levels of positive affect, self-focused positive rumination, emotion-focused positive rumination, dampening, impulse control difficulties, difficulties engaging in goal-directed behaviors, nonacceptance of positive emotions). Specifically, we examined differential relations between PTSD symptom clusters and positive emotion processes, and symptoms that most strongly connected these constructs (i.e., communities). The sample included 191 trauma-exposed adults recruited from Amazon’s MTurk ( Mage = 38.54 ± 10.99 years, 53.4 % women, 63.4 % with probable PTSD). A regularized Guassian Graphic Model consisting of four nodes representing the PTSD symptom clusters’ community and seven nodes representing the positive emotion processes' community was generated. The strongest positive associations across communities were the NACM-dampening and the AAR-dampening edges. Bridge symptoms with the highest inter-community connectivity were dampening, AAR, intrusions, NACM, and impulse control difficulties. Overall, this study indicates the importance of incorporating positive emotion processes in the conceptualization of PTSD. Our results also highlight that dampening of positive emotions and difficulties with impulse control while experiencing positive emotions may be meaningful targets in PTSD treatment.
新兴研究表明,积极情绪过程在创伤后应激障碍(PTSD)症状学中起着重要作用。为了扩展本研究,我们利用网络方法来研究创伤后应激障碍症状群(入侵、回避、认知和情绪的负面改变[ncm]、觉醒和反应性的改变[AAR])与失调的积极情绪过程(积极情绪水平、自我关注的积极反刍、情绪关注的积极反刍、抑制、冲动控制困难、参与目标导向行为的困难、自我关注的积极反刍)之间的关系。不接受积极情绪)。具体而言,我们研究了PTSD症状群与积极情绪过程之间的差异关系,以及与这些结构(即社区)最密切相关的症状。样本包括从亚马逊MTurk招募的191名创伤暴露的成年人(年龄= 38.54 ± 10.99岁,53.4% %为女性,63.4 %可能患有PTSD)。生成一个正则化高斯图形模型,该模型由4个节点代表PTSD症状集群共同体,7个节点代表积极情绪过程共同体组成。各群落间最强的正相关是naco -dampening边和AAR-dampening边。社区间连通性最高的桥状症状为阻尼、AAR、侵入、ncm和冲动控制困难。总的来说,本研究表明了将积极情绪过程纳入PTSD概念化的重要性。我们的研究结果还强调,在经历积极情绪时抑制积极情绪和冲动控制困难可能是创伤后应激障碍治疗的有意义的目标。
{"title":"Exploring the co-occurrence of posttraumatic stress disorder symptoms and dysregulated positive emotion processes: A network analysis","authors":"Siyuan Wang ,&nbsp;Madeline M. Rodenbaugh ,&nbsp;Casey Straud ,&nbsp;Nicole H. Weiss ,&nbsp;Ateka A. Contractor","doi":"10.1016/j.janxdis.2025.103022","DOIUrl":"10.1016/j.janxdis.2025.103022","url":null,"abstract":"<div><div>Emerging research indicates an important role of positive emotion processes in posttraumatic stress disorder (PTSD) symptomatology. To extend this research, we utilized a network approach to examine associations between PTSD symptom clusters (intrusions, avoidance, negative alterations in cognition and mood [NACM], alterations in arousal and reactivity [AAR]) and dysregulated positive emotion processes (levels of positive affect, self-focused positive rumination, emotion-focused positive rumination, dampening, impulse control difficulties, difficulties engaging in goal-directed behaviors, nonacceptance of positive emotions). Specifically, we examined differential relations between PTSD symptom clusters and positive emotion processes, and symptoms that most strongly connected these constructs (i.e., communities). The sample included 191 trauma-exposed adults recruited from Amazon’s MTurk ( <em>M</em><sub>age</sub> = 38.54 ± 10.99 years, 53.4 % women, 63.4 % with probable PTSD). A regularized Guassian Graphic Model consisting of four nodes representing the PTSD symptom clusters’ community and seven nodes representing the positive emotion processes' community was generated. The strongest positive associations across communities were the NACM-dampening and the AAR-dampening edges. Bridge symptoms with the highest inter-community connectivity were dampening, AAR, intrusions, NACM, and impulse control difficulties. Overall, this study indicates the importance of incorporating positive emotion processes in the conceptualization of PTSD. Our results also highlight that dampening of positive emotions and difficulties with impulse control while experiencing positive emotions may be meaningful targets in PTSD treatment.</div></div>","PeriodicalId":48390,"journal":{"name":"Journal of Anxiety Disorders","volume":"113 ","pages":"Article 103022"},"PeriodicalIF":4.8,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143890977","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
Moving towards a subjective conceptualization of betrayal: Examining associations between perceived betrayal, emotion dysregulation, and PTSD symptoms in sexual trauma survivors 走向背叛的主观概念化:检查性创伤幸存者感知背叛、情绪失调和PTSD症状之间的联系
IF 4.8 2区 医学 Q1 PSYCHIATRY Pub Date : 2025-04-23 DOI: 10.1016/j.janxdis.2025.103023
Mariel Emrich , Camille L. Garnsey, Erika K. Osherow, Crystal L. Park

Background

Sexual trauma survivors commonly experience feelings of betrayal. Betrayal has largely been studied as a static trauma characteristic that is determined by a survivor’s closeness to the perpetrator. This approach overlooks survivors’ subjective feelings and experiences. This study examines whether: 1) degree of perceived betrayal differs by type of survivor-perpetrator relationship, 2) perceived betrayal in the early aftermath of trauma predicts subsequent PTSD symptoms, and 3) emotion dysregulation mediates the relationship between perceived betrayal and PTSD symptoms.

Methods

Women (N = 203; ages 19–86) who experienced sexual trauma within a month of recruitment completed questionnaires on Prolific at T1 (within 30 days of trauma), T2 (4 weeks post-T1), and T3 (8 weeks post-T1). Descriptive statistics and an independent samples t-test examined differences in perceived betrayal across survivor-perpetrator relationship characteristics. Structural equation models assessed perceived betrayal at T1 predicting PTSD symptoms at T3 and the potential mediating effect of T2 emotion dysregulation.

Results

Although betrayal was highest among survivors who knew the perpetrator prior to the trauma (M = 76.8, range 0–100), average perceived betrayal was high across the sample (M = 70.5), and the quarter of survivors who identified the perpetrator as a stranger also reported elevated betrayal (M = 51.6). T1 perceived betrayal significantly predicted T3 PTSD symptoms with increases in emotion dysregulation partially mediating this effect (p = .01).

Conclusions

Findings support moving towards a subjective conceptualization of betrayal that incorporates survivors’ perceptions. Moreover, emotion dysregulation may be an important intervention target in the early aftermath of sexual trauma and warrants further empirical research.
性创伤幸存者通常会有被背叛的感觉。背叛在很大程度上被研究为一种静态创伤特征,它是由幸存者与施害者的亲密程度决定的。这种方法忽视了幸存者的主观感受和经历。本研究旨在探讨:1)感知背叛的程度是否随生还者-加害者关系类型的不同而不同;2)创伤后早期感知背叛能否预测随后的PTSD症状;3)情绪失调是否介导感知背叛与PTSD症状之间的关系。MethodsWomen (N = 203;年龄19-86岁)在招募的一个月内经历过性创伤的患者分别在T1(创伤30天内)、T2(创伤后4周)和T3(创伤后8周)完成了多产问卷。描述性统计和独立样本t检验检验了幸存者-加害者关系特征中感知背叛的差异。结构方程模型评估了T1时感知背叛对T3时PTSD症状的预测以及T2时情绪失调的潜在中介作用。结果尽管在创伤前就认识施暴者的幸存者背叛程度最高(M = 76.8,范围0-100),但整个样本的平均感知背叛程度很高(M = 70.5),四分之一认为施暴者是陌生人的幸存者也报告了更高的背叛程度(M = 51.6)。T1感知背叛显著预测T3 PTSD症状,情绪失调的增加部分介导了这种影响(p = .01)。结论:研究结果支持对背叛进行主观概念化,并结合幸存者的看法。此外,情绪失调可能是性创伤早期的一个重要干预目标,值得进一步的实证研究。
{"title":"Moving towards a subjective conceptualization of betrayal: Examining associations between perceived betrayal, emotion dysregulation, and PTSD symptoms in sexual trauma survivors","authors":"Mariel Emrich ,&nbsp;Camille L. Garnsey,&nbsp;Erika K. Osherow,&nbsp;Crystal L. Park","doi":"10.1016/j.janxdis.2025.103023","DOIUrl":"10.1016/j.janxdis.2025.103023","url":null,"abstract":"<div><h3>Background</h3><div>Sexual trauma survivors commonly experience feelings of betrayal. Betrayal has largely been studied as a static trauma characteristic that is determined by a survivor’s closeness to the perpetrator. This approach overlooks survivors’ <em>subjective feelings and experiences</em>. This study examines whether: 1) degree of perceived betrayal differs by type of survivor-perpetrator relationship, 2) perceived betrayal in the early aftermath of trauma predicts subsequent PTSD symptoms, and 3) emotion dysregulation mediates the relationship between perceived betrayal and PTSD symptoms.</div></div><div><h3>Methods</h3><div>Women (<em>N</em> = 203; ages 19–86) who experienced sexual trauma within a month of recruitment completed questionnaires on Prolific at T1 (within 30 days of trauma), T2 (4 weeks post-T1), and T3 (8 weeks post-T1). Descriptive statistics and an independent samples t-test examined differences in perceived betrayal across survivor-perpetrator relationship characteristics. Structural equation models assessed perceived betrayal at T1 predicting PTSD symptoms at T3 and the potential mediating effect of T2 emotion dysregulation.</div></div><div><h3>Results</h3><div>Although betrayal was highest among survivors who knew the perpetrator prior to the trauma (<em>M</em> = 76.8, range 0–100), average perceived betrayal was high across the sample (<em>M</em> = 70.5), and the quarter of survivors who identified the perpetrator as a stranger also reported elevated betrayal (<em>M</em> = 51.6). T1 perceived betrayal significantly predicted T3 PTSD symptoms with increases in emotion dysregulation partially mediating this effect (<em>p</em> = .01).</div></div><div><h3>Conclusions</h3><div>Findings support moving towards a subjective conceptualization of betrayal that incorporates survivors’ perceptions. Moreover, emotion dysregulation may be an important intervention target in the early aftermath of sexual trauma and warrants further empirical research.</div></div>","PeriodicalId":48390,"journal":{"name":"Journal of Anxiety Disorders","volume":"112 ","pages":"Article 103023"},"PeriodicalIF":4.8,"publicationDate":"2025-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143887725","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
Parental cognitions and child anxiety: A systematic review 父母认知与儿童焦虑:系统回顾
IF 4.8 2区 医学 Q1 PSYCHIATRY Pub Date : 2025-04-19 DOI: 10.1016/j.janxdis.2025.103021
Jeremy K. Fox , Lauren E. Fleming
Given the well-established link between maladaptive parenting behaviors (e.g., control, accommodation) and the development and maintenance of child anxiety, it is important to understand parental cognitions that may underlie these parenting behaviors. The goal of this systematic review was to examine the extent to which parental cognitions are associated with child anxiety. A systematic electronic database search of PubMed, PsycINFO, ProQuest Psychology, and EBSCO Child Development and Adolescent Studies was conducted in February 2024. In total, 31 studies met inclusion criteria from 9867 abstracts initially identified. The review revealed that a large number of studies have consistently found associations between child anxiety and two types of parental cognitions, negative beliefs about child anxiety and negative expectations of the child’s anxiety. In contrast, studies investigating parental worries about threats to their child and cognitions about parenting are more limited and have produced mixed findings and smaller effects. Future research should examine the directionality and mechanisms of relations between parental cognitions and child anxiety using longitudinal designs, as well as explore the role of cultural factors. Findings suggest that parental cognitions may be an important factor in understanding child anxiety and a potential target for prevention and early intervention.
鉴于适应不良的养育行为(如控制、迁就)与儿童焦虑症的发展和维持之间的联系已得到证实,了解可能是这些养育行为基础的父母认知就显得尤为重要。本系统性综述旨在研究父母的认知与儿童焦虑的关联程度。我们于 2024 年 2 月对 PubMed、PsycINFO、ProQuest Psychology 和 EBSCO 儿童发展与青少年研究进行了系统的电子数据库检索。从最初确定的 9867 篇摘要中,共有 31 项研究符合纳入标准。综述显示,大量研究一致发现,儿童焦虑与父母的两种认知--对儿童焦虑的消极信念和对儿童焦虑的消极预期--之间存在关联。相比之下,调查父母对子女所受威胁的担忧和对养育子女的认知的研究则较为有限,研究结果不一,影响较小。未来的研究应采用纵向设计来研究父母认知与儿童焦虑之间关系的方向性和机制,并探讨文化因素的作用。研究结果表明,父母的认知可能是了解儿童焦虑的重要因素,也是预防和早期干预的潜在目标。
{"title":"Parental cognitions and child anxiety: A systematic review","authors":"Jeremy K. Fox ,&nbsp;Lauren E. Fleming","doi":"10.1016/j.janxdis.2025.103021","DOIUrl":"10.1016/j.janxdis.2025.103021","url":null,"abstract":"<div><div>Given the well-established link between maladaptive parenting behaviors (e.g., control, accommodation) and the development and maintenance of child anxiety, it is important to understand parental cognitions that may underlie these parenting behaviors. The goal of this systematic review was to examine the extent to which parental cognitions are associated with child anxiety. A systematic electronic database search of PubMed, PsycINFO, ProQuest Psychology, and EBSCO Child Development and Adolescent Studies was conducted in February 2024. In total, 31 studies met inclusion criteria from 9867 abstracts initially identified. The review revealed that a large number of studies have consistently found associations between child anxiety and two types of parental cognitions, negative beliefs about child anxiety and negative expectations of the child’s anxiety. In contrast, studies investigating parental worries about threats to their child and cognitions about parenting are more limited and have produced mixed findings and smaller effects. Future research should examine the directionality and mechanisms of relations between parental cognitions and child anxiety using longitudinal designs, as well as explore the role of cultural factors. Findings suggest that parental cognitions may be an important factor in understanding child anxiety and a potential target for prevention and early intervention.</div></div>","PeriodicalId":48390,"journal":{"name":"Journal of Anxiety Disorders","volume":"112 ","pages":"Article 103021"},"PeriodicalIF":4.8,"publicationDate":"2025-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143868281","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
Concise multi-class anxiety disorder risk assessment: A novel advanced machine learning approach 简洁的多类别焦虑障碍风险评估:一种新的先进机器学习方法
IF 4.8 2区 医学 Q1 PSYCHIATRY Pub Date : 2025-04-17 DOI: 10.1016/j.janxdis.2025.103018
Haochong Yang , Yuan Hong Sun , Kang Lee
Rapidly assessing anxiety disorder risk is crucial for effective mental health screen and intervention. However, traditional survey tools such as DASS-42 are time-consuming in responding and scoring. We used a novel advanced machine learning approach to create a concise anxiety disorder scale based on DASS-42. By applying advanced ML techniques and feature selection, we created a concise version of the anxiety risk scale while maintaining high validity. The resulting model requires fewer questions to predict anxiety risk levels effectively. This optimized scale was implemented in an online tool for quick self-screening and clinical use. This innovation holds significant societal implications, offering scalable, efficient, and accurate methods that facilitate faster and earlier anxiety disorder detection and intervention, especially among underserved and high-risk populations. The study highlights how machine learning can create practical, accessible mental health assessment tools, contributing to improved well-being outcomes.
快速评估焦虑症风险对于有效的心理健康筛查和干预至关重要。然而,传统的调查工具,如das -42,在回答和评分方面是耗时的。我们使用了一种新颖的先进机器学习方法,以DASS-42为基础创建了一个简明的焦虑障碍量表。通过应用先进的机器学习技术和特征选择,我们创建了一个简洁的焦虑风险量表,同时保持了高效度。由此产生的模型需要更少的问题来有效地预测焦虑风险水平。该优化量表在在线工具中实施,用于快速自我筛选和临床使用。这一创新具有重大的社会意义,提供了可扩展、高效和准确的方法,促进更快、更早地检测和干预焦虑症,特别是在服务不足和高风险人群中。该研究强调了机器学习如何创建实用、易于获取的心理健康评估工具,从而有助于改善幸福感。
{"title":"Concise multi-class anxiety disorder risk assessment: A novel advanced machine learning approach","authors":"Haochong Yang ,&nbsp;Yuan Hong Sun ,&nbsp;Kang Lee","doi":"10.1016/j.janxdis.2025.103018","DOIUrl":"10.1016/j.janxdis.2025.103018","url":null,"abstract":"<div><div>Rapidly assessing anxiety disorder risk is crucial for effective mental health screen and intervention. However, traditional survey tools such as DASS-42 are time-consuming in responding and scoring. We used a novel advanced machine learning approach to create a concise anxiety disorder scale based on DASS-42. By applying advanced ML techniques and feature selection, we created a concise version of the anxiety risk scale while maintaining high validity. The resulting model requires fewer questions to predict anxiety risk levels effectively. This optimized scale was implemented in an online tool for quick self-screening and clinical use. This innovation holds significant societal implications, offering scalable, efficient, and accurate methods that facilitate faster and earlier anxiety disorder detection and intervention, especially among underserved and high-risk populations. The study highlights how machine learning can create practical, accessible mental health assessment tools, contributing to improved well-being outcomes.</div></div>","PeriodicalId":48390,"journal":{"name":"Journal of Anxiety Disorders","volume":"112 ","pages":"Article 103018"},"PeriodicalIF":4.8,"publicationDate":"2025-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143873703","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
Question-based computational language approach outperform ratings scale in discriminating between anxiety and depression 基于问题的计算语言方法在区分焦虑和抑郁方面优于评分量表
IF 4.8 2区 医学 Q1 PSYCHIATRY Pub Date : 2025-04-16 DOI: 10.1016/j.janxdis.2025.103020
Mona Tabesh , Mariam Mirström , Rebecca Astrid Böhme , Marta Lasota , Yousef Javaherian , Thibaud Agbotsoka-Guiter , Sverker Sikström
Major Depression (MD) and General Anxiety Disorder (GAD) are the most common mental health disorders, which typically are assessed quantitatively by rating scales such as PHQ-9 and GAD-7. However, recent advances in natural language processing (NLP) and machine learning (ML) have opened up the possibility of question-based computational language assessment (QCLA). Here we investigate how accurate open-ended questions, using descriptive keywords or autobiographical narratives, can discriminate between participants that self-reported diagnosis of depression and anxiety, or health control. The results show that both language and rating scale measures can discriminate well, however, autobiographical narratives discriminate best between healthy and anxiety (ϕ = 1.58), as well as healthy and depression (ϕ = 1.38). Descriptive keywords, and to a certain extent autobiographical narratives, also discriminate better than summed scores of GAD-7 and PHQ-9 (ϕ=0.80 in discrimination between anxiety and depression), but not when individual items of these scales were analyzed by ML (ϕ=0.86 and ϕ=0.91 in item-level analysis of PHQ-9 and GAD-7, respectively). Combining the scales consistently elevated the discrimination even more (ϕ=1.39 in comparison between depression and anxiety), both in item-level and sum-scores analyses. These results indicate that QCLA measures often, but not in all cases, are better than standardized rating scales for assessment of depression and anxiety. Implication of these findings for mental health assessments are discussed.
重度抑郁症(MD)和广泛性焦虑症(GAD)是最常见的精神健康障碍,通常通过PHQ-9和GAD-7等评定量表进行定量评估。然而,自然语言处理(NLP)和机器学习(ML)的最新进展开辟了基于问题的计算语言评估(QCLA)的可能性。在这里,我们研究了使用描述性关键词或自传式叙述的精确开放式问题如何区分自我报告的抑郁和焦虑诊断或健康控制的参与者。结果表明,语言和评分量表都可以很好地区分,然而,自传式叙述在健康和焦虑(φ = 1.58)以及健康和抑郁(φ = 1.38)之间的区别最好。描述性关键词,以及在一定程度上的自传式叙述,也比GAD-7和PHQ-9的总得分(在焦虑和抑郁之间的区分中φ =0.80)更好,但当用ML分析这些量表的单个项目时则不是(在PHQ-9和GAD-7的项目水平分析中φ =0.86和φ =0.91)。结合这些量表,无论是在项目层面还是在总和得分分析中,都能持续提高歧视程度(在抑郁和焦虑之间的比较中,φ =1.39)。这些结果表明,在评估抑郁和焦虑方面,QCLA测量通常(但不是所有情况)优于标准化评定量表。讨论了这些发现对心理健康评估的意义。
{"title":"Question-based computational language approach outperform ratings scale in discriminating between anxiety and depression","authors":"Mona Tabesh ,&nbsp;Mariam Mirström ,&nbsp;Rebecca Astrid Böhme ,&nbsp;Marta Lasota ,&nbsp;Yousef Javaherian ,&nbsp;Thibaud Agbotsoka-Guiter ,&nbsp;Sverker Sikström","doi":"10.1016/j.janxdis.2025.103020","DOIUrl":"10.1016/j.janxdis.2025.103020","url":null,"abstract":"<div><div>Major Depression (MD) and General Anxiety Disorder (GAD) are the most common mental health disorders, which typically are assessed quantitatively by rating scales such as PHQ-9 and GAD-7. However, recent advances in natural language processing (NLP) and machine learning (ML) have opened up the possibility of question-based computational language assessment (QCLA). Here we investigate how accurate open-ended questions, using descriptive keywords or autobiographical narratives, can discriminate between participants that self-reported diagnosis of depression and anxiety, or health control. The results show that both language and rating scale measures can discriminate well, however, autobiographical narratives discriminate best between healthy and anxiety (ϕ = 1.58), as well as healthy and depression (ϕ = 1.38). Descriptive keywords, and to a certain extent autobiographical narratives, also discriminate better than summed scores of GAD-7 and PHQ-9 (ϕ=0.80 in discrimination between anxiety and depression), but not when individual items of these scales were analyzed by ML (ϕ=0.86 and ϕ=0.91 in item-level analysis of PHQ-9 and GAD-7, respectively). Combining the scales consistently elevated the discrimination even more (ϕ=1.39 in comparison between depression and anxiety), both in item-level and sum-scores analyses. These results indicate that QCLA measures often, but not in all cases, are better than standardized rating scales for assessment of depression and anxiety. Implication of these findings for mental health assessments are discussed.</div></div>","PeriodicalId":48390,"journal":{"name":"Journal of Anxiety Disorders","volume":"112 ","pages":"Article 103020"},"PeriodicalIF":4.8,"publicationDate":"2025-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143863374","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
期刊
Journal of Anxiety Disorders
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
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
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1