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Design and field procedures for the clinical reappraisal of the Composite International Diagnostic Interview version 3.3 in Qatar's national mental health study 卡塔尔国家心理健康研究3.3版综合国际诊断访谈临床再评估的设计和现场程序
IF 3.1 3区 医学 Q2 PSYCHIATRY Pub Date : 2023-01-18 DOI: 10.1002/mpr.1958
Iman Amro, Amal Ali, Mohamed H. M. O. Hassan, Mahmoud Al Shawwaf, Ahmed Alhassan, Dalia Al Bahari, Hana El Fakki, Zainab Hijawi, Sheeren Aly, Asmaa Amin, Rumaisa Mohammed, Marwa Nofal, Menatalla Abdelkader, Salma Salman, James Currie, Majid Alabdulla, Nancy A. Sampson, Michael First, Ronald C. Kessler, Peter W. Woodruff, Salma M. Khaled

Background

The Composite International Diagnostic Interview (CIDI) has been clinically reappraised in several studies conducted mainly in the US and Europe. This report describes the methodology used to conduct one of the Middle East's largest clinical reappraisal studies. The study was carried out in conjunction with the World Mental Health Qatar—the first national psychiatric epidemiological study of common mental disorders in the country. This study aimed to evaluate the diagnostic consistency of core modules of the newly translated and adapted Arabic version of the CIDI 5.0 against the independent clinical diagnoses based on the Structured Clinical Interview for DSM-5 (SCID-5).

Methods

Telephone follow-up interviews were administered by trained clinicians using the latest research edition of the SCID for DSM-5. Telephone administered interviews were key in the data collection, as the study took place during the COVID-19 pandemic.

Results

Overall, within 12 months, 485 interviews were completed. The response rate was 52%. Quality control monitoring documented excellent adherence of clinical interviews to the rating protocol.

Conclusions

The overall methods used in this study proved to be efficient and effective. For future research, instrument cultural adaptation within the cultural context is highly recommended.

主要在美国和欧洲进行的几项研究已经对复合国际诊断访谈(CIDI)进行了临床重新评估。本报告描述了用于进行中东最大的临床重新评估研究之一的方法。这项研究是与卡塔尔世界精神卫生联合进行的,这是该国第一个关于常见精神障碍的国家精神流行病学研究。本研究旨在评价新翻译和改编的阿拉伯语版CIDI 5.0核心模块与基于DSM-5 (SCID-5)结构化临床访谈的独立临床诊断的一致性。方法由经过培训的临床医生使用最新的SCID研究版DSM-5进行电话随访访谈。电话访谈是数据收集的关键,因为该研究是在COVID-19大流行期间进行的。结果12个月内共完成485次访谈。回复率为52%。质量控制监测记录了临床访谈对评分协议的良好遵守。结论本研究采用的综合方法是有效的。对于未来的研究,强烈建议在文化背景下进行乐器文化适应。
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引用次数: 0
Clinically significant anxiety as a risk factor for Alzheimer's disease: Results from a 10-year follow-up community study 临床显著焦虑是阿尔茨海默病的危险因素:一项为期10年的随访社区研究的结果
IF 3.1 3区 医学 Q2 PSYCHIATRY Pub Date : 2023-01-03 DOI: 10.1002/mpr.1934
Patricia Gracia-García, Juan Bueno-Notivol, Darren M. Lipnicki, Concepción de la Cámara, Antonio Lobo, Javier Santabárbara

Objective

There is growing evidence for an association between anxiety and an increased risk of dementia, but it is not clear whether anxiety is a risk factor or a prodromic symptom. In this study, we investigated if clinically significant anxiety increases the risk of developing Alzheimer's disease (AD) up to 10 years later.

Methods

We used data from the longitudinal Zaragoza Dementia and Depression (ZARADEMP) Project. Excluding subjects with dementia at baseline left us with 3044 individuals aged >65 years. The Geriatric Mental State-Automated Geriatric Examination for Computer Assisted Taxonomy (GMS-AGECAT) package was used to identify cases and subcases of anxiety. AD was diagnosed by a panel of research psychiatrists according to the Diagnostic and Statistical Manual of Mental Disorders, fourth edition (DSM-IV) criteria. Multivariate survival analysis with a competing risk regression model was performed.

Results

We observed a significant association between clinically significant anxiety at baseline and AD risk within a 10-year follow-up (SHR 2.82 [95% CI 1.21–6.58]), after controlling for confounders including depression. In contrast, isolated symptoms of anxiety were not significantly associated with an increased incidence of AD.

Conclusion

Our results support the hypothesis that clinically significant anxiety is an independent risk factor for AD and not just a prodromic symptom. Future studies should clarify if treating anxiety reduces the incidence of AD.

越来越多的证据表明焦虑与痴呆风险增加之间存在关联,但尚不清楚焦虑是一种风险因素还是一种前驱症状。在这项研究中,我们调查了临床上显著的焦虑是否会增加10年后患阿尔茨海默病(AD)的风险。方法采用萨拉戈萨老年痴呆和抑郁症(ZARADEMP)纵向项目的数据。在基线时排除痴呆患者,我们只剩下3044名65岁的个体。使用老年心理状态自动计算机辅助分类检查(GMS-AGECAT)包来识别焦虑病例和亚病例。阿尔茨海默病是由一组研究精神科医生根据《精神疾病诊断与统计手册》第四版(DSM-IV)的标准诊断的。采用竞争风险回归模型进行多变量生存分析。结果:在控制抑郁等混杂因素后,我们观察到基线时临床显著焦虑与10年随访期间AD风险之间存在显著关联(SHR 2.82 [95% CI 1.21-6.58])。相反,孤立的焦虑症状与阿尔茨海默病发病率的增加没有显著相关。结论我们的研究结果支持了临床显著焦虑是AD的独立危险因素而不仅仅是前驱症状的假设。未来的研究应该阐明治疗焦虑是否能降低阿尔茨海默病的发病率。
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引用次数: 1
Psychometrics of the kiddie schedule for affective disorders and schizophrenia present and lifetime version for DSM-5 in Japanese outpatients 日本门诊患者情感性障碍和精神分裂症的儿童时间表的心理测量学现状和DSM-5的终生版本。
IF 3.1 3区 医学 Q2 PSYCHIATRY Pub Date : 2023-01-02 DOI: 10.1002/mpr.1957
Takuya Makino, Futoshi Suzuki, Takeshi Nishiyama, Saeko Ishibashi, Hidetaka Nakamichi, Tomoko Iida, Shoko Shimada, Shinji Tomari, Eiji Imanari, Takuma Higashi, Shintaro Fukumoto, Sawa Kurata, Yoshifumi Mizuno, Takuma Kimura, Yukiko Kuru, Takeshi Morimoto, Hirotaka Kosaka

Objective

The Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime version (K-SADS-PL) is a widely used semi-structured diagnostic interview in child and adolescent psychiatry. However, the psychometric properties of its updated version, the K-SADS-PL for DSM-5, have scarcely been examined, especially for criterion validity. This study was designed to examine the inter-rater reliability, criterion validity and construct validity of the K-SADS-PL for DSM-5 in 137 Japanese outpatients.

Methods

Two of 12 experienced clinicians independently performed the K-SADS interview for each patient in a conjoint session, and the resulting consensus diagnosis was compared with a “best-estimate” diagnosis made by two of eight experienced clinicians using all available information for the patient.

Results

The inter-rater reliability was excellent, as shown by κ > 0.75 for all disorders, with the exception of current separation anxiety disorder. The criterion validity was fair to good, as shown by κ > 0.40 for all disorders, with the exception of current and lifetime agoraphobia. The construct validity was also good, as shown by theoretically expected associations between the K-SADS-PL diagnoses and subscales of the child behavior checklist.

Conclusion

The K-SADS-PL for DSM-5, now available in Japanese, generates valid diagnoses in child and adolescent psychiatry.

目的:《学龄期儿童情感障碍和精神分裂症量表-现在和终生版》(K-SADS-PL)是一种广泛应用于儿童和青少年精神病学的半结构化诊断访谈。然而,其更新版本的心理测量属性,DSM-5的K-SADS-PL,几乎没有被检查,特别是标准效度。本研究旨在对137名日本门诊患者进行DSM-5的K-SADS-PL量表的信度、效度和结构效度的检验。方法:12名经验丰富的临床医生中的2名在联合会议中独立对每位患者进行了K-SADS访谈,并将得出的共识诊断与8名经验丰富的临床医生中2名使用患者所有可用信息做出的“最佳估计”诊断进行比较。结果:量表间信度极好,除当前分离焦虑障碍外,所有障碍的κ > 0.75。标准效度从一般到良好,除当前和终生广场恐怖症外,所有障碍的κ > 0.40。K-SADS-PL诊断与儿童行为检查表子量表之间的理论预期关联表明,建构效度也很好。结论:DSM-5的K-SADS-PL在儿童和青少年精神病学诊断中是有效的。
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引用次数: 0
International monitoring of capacity of treatment systems for alcohol and drug use disorders: Methodology of the Service Capacity Index for Substance Use Disorders 酒精和药物使用障碍治疗系统能力的国际监测:物质使用障碍服务能力指数的方法
IF 3.1 3区 医学 Q2 PSYCHIATRY Pub Date : 2022-12-23 DOI: 10.1002/mpr.1950
Dzmitry Krupchanka, Tomas Formanek, Kevin Shield, Jürgen Rehm, Martijn W. Heymans, Alexandra Fleischmann, Louisa Degenhardt, Tarek Gawad, Vladimir Poznyak

Objectives

We aimed to develop a Service Capacity Index for Substance Use Disorders (SCI-SUD) that would reflect the capacity of national health systems to provide treatment for alcohol and drug use disorders, in terms of the proportion of available service elements in a given country from a theoretical maximum.

Methods

Data were collected through the WHO Global Survey on Progress with Sustainable Development Goals (SDG) Health Target 3.5, conducted between December 2019 and July 2020 to produce the SCI-SUD, based on 378 variables overall.

Results

The SCI-SUD was directly derived for 145 countries. We used multiple imputation to produce comparable SCI-SUD estimates for countries that did not submit data (40 countries) or had very high level of missingness (9 countries). The final SCI-SUD demonstrates considerable consistency and internal stability and is strongly associated with the macro-level economic, healthcare-related and epidemiologic (such as prevalence rates) variables.

Conclusion

The presented methodology represents a step forward in monitoring the global situation in regard to the development of treatment systems for SU disorders, however, further work is warranted to improve the external validity of the measure (e.g., in-depth data generation in countries) and ensure its feasibility for regular reporting (e.g., reducing the number of variables).

我们的目标是建立一个物质使用障碍服务能力指数(SCI-SUD),该指数将反映国家卫生系统为酒精和药物使用障碍提供治疗的能力,从一个理论最大值的可用服务要素的比例来看。方法通过2019年12月至2020年7月期间进行的世卫组织可持续发展目标(SDG)卫生具体目标3.5全球进展调查收集数据,以生成基于378个变量的SCI-SUD。结果SCI-SUD直接衍生145个国家。我们对未提交数据的国家(40个国家)或缺失程度非常高的国家(9个国家)使用多重归算来产生可比较的SCI-SUD估计值。最终的SCI-SUD显示出相当大的一致性和内部稳定性,并与宏观经济、医疗保健相关和流行病学(如患病率)变量密切相关。所提出的方法代表了在监测SU疾病治疗系统发展的全球形势方面向前迈出的一步,然而,需要进一步的工作来提高该措施的外部有效性(例如,在各国深入生成数据)并确保其定期报告的可行性(例如,减少变量的数量)。
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引用次数: 0
‘Optimal’ cutoff selection in studies of depression screening tool accuracy using the PHQ-9, EPDS, or HADS-D: A meta-research study 使用PHQ-9、EPDS或HADS-D研究抑郁症筛查工具准确性的“最佳”截止点选择:一项荟萃研究。
IF 3.1 3区 医学 Q2 PSYCHIATRY Pub Date : 2022-12-03 DOI: 10.1002/mpr.1956
Eliana Brehaut, Dipika Neupane, Brooke Levis, Yin Wu, Ying Sun, John P. A. Ioannidis, Sarah Markham, Pim Cuijpers, Scott B. Patten, Andrea Benedetti, Brett D. Thombs

Objectives

Optimal cutoff thresholds are selected to separate ‘positive’ from ‘negative’ screening results. We evaluated how depression screening tool studies select optimal cutoffs.

Methods

We included studies from previously conducted meta-analyses of Patient Health Questionnaire-9, Edinburgh Postnatal Depression Scale, or Hospital Anxiety and Depression Scale—Depression accuracy. Outcomes included whether an optimal cutoff was selected, method used, recommendations made, and reporting guideline and protocol citation.

Results

Of 212 included studies, 172 (81%) attempted to identify an optimal cutoff, and 147 of these 172 (85%) reported one or more methods. Methods were heterogeneous with Youden's J (N = 35, 23%) most common. Only 23 of 147 (16%) studies described a rationale for their method. Rationales focused on balancing sensitivity and specificity without describing why desirable. 131 of 172 studies (76%) identified an optimal cutoff other than the standard; most did not make use recommendations (N = 56; 43%) or recommended using a non-standard cutoff (N = 53; 40%). Only 4 studies cited a reporting guideline, and 4 described a protocol with optimal cutoff selection methods, but none used the protocol method in the published study.

Conclusions

Research is needed to guide how selection of cutoffs for depression screening tools can be standardized and reflect clinical considerations.

目标:选择最佳的截止阈值来区分“阳性”和“阴性”筛查结果。我们评估了抑郁症筛查工具研究如何选择最佳临界值。方法:我们纳入了先前进行的患者健康问卷-9、爱丁堡产后抑郁量表或医院焦虑和抑郁量表抑郁准确性的荟萃分析研究。结果包括是否选择了最佳截止点、使用的方法、提出的建议以及报告指南和方案引用。结果:在212项纳入的研究中,172项(81%)试图确定最佳截止点,其中147项(85%)报告了一种或多种方法。方法是异质性的,尤登J(N=35,23%)最常见。147项研究中只有23项(16%)描述了其方法的基本原理。理性侧重于平衡敏感性和特异性,而没有描述为什么需要。172项研究中有131项(76%)确定了标准以外的最佳截止值;大多数人没有提出使用建议(N=56;43%)或建议使用非标准截止值(N=53;40%)。只有4项研究引用了报告指南,4项研究描述了具有最佳截止选择方法的方案,但在已发表的研究中没有使用方案方法。结论:需要进行研究,以指导如何标准化抑郁症筛查工具的选择,并反映临床考虑。
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引用次数: 2
White-matter correlates of anxiety: The contribution of the corpus-callosum to the study of anxiety and stress-related disorders 白质与焦虑相关:胼胝体对焦虑和压力相关疾病研究的贡献。
IF 3.1 3区 医学 Q2 PSYCHIATRY Pub Date : 2022-11-29 DOI: 10.1002/mpr.1955
Rotem Saar-Ashkenazy, Jonathan Guez, Yael Jacob, Ronel Veksler, Jonathan E. Cohen, Ilan Shelef, Alon Friedman, Mony Benifla

Objectives

Traumatic stress has been associated with increased risk for brain alterations and development of anxiety disorders. Studies conducted in posttraumatic patients have shown white-mater volume and diffusion alterations in the corpus-callosum. Decreased cognitive performance has been demonstrated in acute stress disorder and posttraumatic patients. However, whether cognitive alterations result from stress related neuropathology or reflect a predisposition is not known. In the current study, we examined in healthy controls, whether individual differences in anxiety are associated with those cognitive and brain alterations reported in stress related pathologies.

Methods

Twenty healthy volunteers were evaluated for anxiety using the state-trait inventory (STAI), and were tested for memory performance. Brain imaging was employed to extract volumetric and diffusion characteristics of the corpus-callosum.

Results

Significant correlations were found between trait anxiety and all three diffusion parameters (fractional-anisotropy, mean and radial-diffusivity). Associative-memory performance and corpus-callosum volume were also significantly correlated.

Conclusion

We suggest that cognitive and brain alterations, as tested in the current work and reported in stress related pathologies, are present early and possibly persist throughout life. Our findings support the hypothesis that individual differences in trait anxiety predispose individuals towards negative cognitive outcomes and brain alterations, and potentially to stress related disorders.

目的:创伤性应激与大脑改变和焦虑障碍发展的风险增加有关。在创伤后患者中进行的研究表明,胼胝体中的白质体积和扩散发生了改变。认知能力下降已被证明在急性应激障碍和创伤后患者。然而,认知改变是由与压力相关的神经病理学引起的,还是反映了一种易感性,目前尚不清楚。在目前的研究中,我们在健康对照中检查了焦虑的个体差异是否与压力相关病理中报告的认知和大脑改变有关。方法:采用状态-特质量表(STAI)对20名健康志愿者进行焦虑评估,并对其进行记忆测试。脑成像提取胼胝体的体积和扩散特征。结果:特质焦虑与所有三个扩散参数(分数各向异性、平均扩散率和径向扩散率)均存在显著相关。联想记忆表现与胼胝体体积也显著相关。结论:我们认为认知和大脑的改变,正如在目前的工作中所测试的和在压力相关病理中报道的那样,很早就出现,并且可能持续一生。我们的研究结果支持了一种假设,即特质焦虑的个体差异使个体容易产生消极的认知结果和大脑改变,并可能导致压力相关疾病。
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引用次数: 0
The Future Proofing Study: Design, methods and baseline characteristics of a prospective cohort study of the mental health of Australian adolescents 未来证明研究:澳大利亚青少年心理健康前瞻性队列研究的设计、方法和基线特征
IF 3.1 3区 医学 Q2 PSYCHIATRY Pub Date : 2022-11-28 DOI: 10.1002/mpr.1954
Aliza Werner-Seidler, Kate Maston, Alison L. Calear, Philip J. Batterham, Mark E. Larsen, Michelle Torok, Bridianne O’Dea, Kit Huckvale, Joanne R. Beames, Lyndsay Brown, Hiroko Fujimoto, Alexandra Bartholomew, Debopriyo Bal, Susanne Schweizer, S. Rachel Skinner, Katharine Steinbeck, Julie Ratcliffe, Ju-Lee Oei, Svetha Venkatesh, Raghu Lingam, Yael Perry, Jennifer L. Hudson, Katherine M. Boydell, Andrew Mackinnon, Helen Christensen

Objectives

The Future Proofing Study (FPS) was established to examine factors associated with the onset and course of mental health conditions during adolescence. This paper describes the design, methods, and baseline characteristics of the FPS cohort.

Methods

The FPS is an Australian school-based prospective cohort study with an embedded cluster-randomized controlled trial examining the effects of digital prevention programs on mental health. Data sources include self-report questionnaires, cognitive functioning, linkage to health and education records, and smartphone sensor data. Participants are assessed annually for 5 years.

Results

The baseline cohort (N = 6388, M = 13.9 years) is broadly representative of the Australian adolescent population. The clinical profile of participants is comparable to other population estimates. Overall, 15.1% of the cohort met the clinical threshold for depression, 18.6% for anxiety, 31.6% for psychological distress, and 4.9% for suicidal ideation. These rates were significantly higher in adolescents who identified as female, gender diverse, sexuality diverse, or Aboriginal and/or Torres Strait Islander (all ps < 0.05).

Conclusions

This paper provides current and comprehensive data about the status of adolescent mental health in Australia. The FPS cohort is expected to provide significant insights into the risk, protective, and mediating factors associated with development of mental health conditions during adolescence.

目的建立未来证明研究(FPS),探讨青少年心理健康状况发生和发展的相关因素。本文描述了FPS队列的设计、方法和基线特征。FPS是一项以澳大利亚学校为基础的前瞻性队列研究,采用嵌入式集群随机对照试验来检验数字预防项目对心理健康的影响。数据来源包括自我报告问卷、认知功能、与健康和教育记录的联系以及智能手机传感器数据。参与者每年接受一次评估,为期5年。结果基线队列(N = 6388, M = 13.9岁)广泛代表了澳大利亚青少年人口。参与者的临床概况与其他人群估计相当。总体而言,15.1%的队列符合抑郁的临床阈值,18.6%为焦虑,31.6%为心理困扰,4.9%为自杀意念。这些比率在自认为是女性、性别多样化、性取向多样化或土著和/或托雷斯海峡岛民的青少年中显著更高(所有ps <0.05)。结论:本文提供了有关澳大利亚青少年心理健康状况的最新和全面的数据。FPS队列有望为青少年心理健康状况发展相关的风险、保护和中介因素提供重要见解。
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引用次数: 4
The clinical & economic burden of treatment-resistant depression in the Gulf-Cooperation Council: The Kingdom of Saudi Arabia, Kuwait and the United Arab Emirates 海湾合作委员会中难治性抑郁症的临床和经济负担:沙特阿拉伯王国、科威特和阿拉伯联合酋长国
IF 3.1 3区 医学 Q2 PSYCHIATRY Pub Date : 2022-11-26 DOI: 10.1002/mpr.1952
Aly Akram, Medhat Al-Sabahy, Ahmed Al-Jedai, Hajer Almudaiheem, Mohamed Farghally, Ebtihaj Fallata, Osama Alibrahim, Tarek Shoukry, Sujata Basu, Danielle Chalouhi, Amr Elsharkawy, Omneya Mohamed

Objective

The current analysis assessed the economic and clinical burden of treatment-Resistant Depression (TRD) imposed on the Kingdom of Saudi Arabia (KSA), Kuwait and United Arab Emirates (UAE) from the societal perspective.

Methods

A Microsoft Excel® based Markov model was developed to estimate the overall burden of disease imposed by TRD across KSA, Kuwait and UAE. Data for the models' adaptation were retrieved from literature and validated by country-specific key opinion leaders. The cycle length and time horizon used in the model were 4 weeks and 1 year, respectively.

Results

The study results estimated that at the end of 1-year time horizon, overall burden imposed by TRD was 3994, 982 and 670 million USD in KSA, Kuwait, and UAE, respectively. This can be attributed to the high cost incurred due to non-responsive health state (ranging from 44% to 47%). The productivity loss was either the greatest or second greatest component of TRD's burden in the countries of interest (ranging from 32% to 43%).

Conclusions

TRD represents a large clinical and economic burden on both individual patients and society. Hence, noval and innovative treatments are especially required for the management of TRD patients.

目的从社会角度评价难治性抑郁症(TRD)给沙特阿拉伯王国(KSA)、科威特和阿拉伯联合酋长国(UAE)带来的经济和临床负担。方法采用基于Microsoft Excel®的马尔可夫模型对沙特阿拉伯、科威特和阿联酋的TRD造成的总体疾病负担进行估算。模型适应的数据是从文献中检索的,并由特定国家的关键意见领袖进行验证。模型使用的周期长度为4周,时间范围为1年。结果研究结果估计,在1年时间跨度结束时,沙特、科威特和阿联酋的TRD总体负担分别为3994、9.82和6.7亿美元。这可能是由于无响应的运行状态(从44%到47%不等)造成的高成本造成的。在有关国家,生产力损失是TRD负担的最大或第二大组成部分(从32%到43%不等)。结论TRD对个体患者和社会都是巨大的临床和经济负担。因此,对TRD患者的治疗尤其需要新颖和创新的治疗方法。
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引用次数: 0
A time-series perspective on executive functioning: The benefits of a dynamic approach to random number generation 执行功能的时间序列视角:随机数字生成的动态方法的好处
IF 3.1 3区 医学 Q2 PSYCHIATRY Pub Date : 2022-11-24 DOI: 10.1002/mpr.1945
Wouter Oomens, Joseph H. R. Maes, Fred Hasselman, Jos I. M. Egger

Objectives

Executive functioning (EF) is a key topic in neuropsychology. A multitude of underlying processes and constructs have been suggested to explain EF, which are measured by at least as many different neuropsychological tests. However, these tests often refer to summary statistics to quantify the construct under study, failing to capture the dynamic nature of EF. An alternative to these summary statistics is a time-series approach that quantifies all the available temporal information.

Methods

We used recurrence quantification analysis (RQA) to quantify the characteristics of any temporal pattern in random number generation data and we compared RQA to the traditional and static analysis of random number sequences.

Results

The traditional measures yield inconsistent results with increasing sequences length, both for computer-generated and human-generated sequences, whereas the RQA measures do not.

Conclusion

The results suggest that a time-series approach does a better job at modelling what is happening on different time-scales, and, therefore, is better at explaining how EF is changing in the course of the random number generation task. We argue that it is likely that these findings also apply to other neuropsychological EF tests, and that a time-series approach is an important addition to the study of EF.

目的执行功能(EF)是神经心理学的一个重要课题。已经提出了许多潜在的过程和结构来解释EF,这些过程和结构至少通过同样多的不同神经心理学测试来测量。然而,这些测试通常引用汇总统计数据来量化所研究的结构,未能捕捉EF的动态性质。这些汇总统计的一种替代方法是时间序列方法,它量化了所有可用的时间信息。方法我们使用递归量化分析(RQA)来量化随机数生成数据中任何时间模式的特征,并将RQA与随机数序列的传统和静态分析进行比较。结果无论是计算机生成的序列还是人类生成的序列,传统的测量方法都会随着序列长度的增加而产生不一致的结果,而RQA测量方法则不会。结论结果表明,时间序列方法在建模不同时间尺度上发生的事情方面做得更好,因此,更能解释EF在随机数生成任务过程中的变化。我们认为,这些发现可能也适用于其他神经心理EF测试,时间序列方法是EF研究的重要补充。
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引用次数: 0
Clinical subtyping using community detection: Limited utility? 使用社区检测进行临床亚型分型:效用有限?
IF 3.1 3区 医学 Q2 PSYCHIATRY Pub Date : 2022-11-22 DOI: 10.1002/mpr.1951
Joost A. Agelink van Rentergem, Joe Bathelt, Hilde M. Geurts

Objectives

To discover psychiatric subtypes, researchers are adopting a method called community detection. This method was not subjected to the same scrutiny in the psychiatric literature as traditional clustering methods. Furthermore, many community detection algorithms have been developed without psychiatric sample sizes and variable numbers in mind. We aim to provide clarity to researchers on the utility of this method.

Methods

We provide an introduction to community detection algorithms, specifically describing the crucial differences between correlation-based and distance-based community detection. We compare community detection results to results of traditional methods in a simulation study representing typical psychiatry settings, using three conceptualizations of how subtypes might differ.

Results

We discovered that the number of recovered subgroups was often incorrect with several community detection algorithms. Correlation-based community detection fared better than distance-based community detection, and performed relatively well with smaller sample sizes. Latent profile analysis was more consistent in recovering subtypes. Whether methods were successful depended on how differences were introduced.

Conclusions

Traditional methods like latent profile analysis remain reasonable choices. Furthermore, results depend on assumptions and theoretical choices underlying subtyping analyses, which researchers need to consider before drawing conclusions on subtypes. Employing multiple subtyping methods to establish method dependency is recommended.

为了发现精神病学亚型,研究人员正在采用一种称为社区检测的方法。这种方法在精神病学文献中没有受到与传统聚类方法相同的审查。此外,许多社区检测算法在开发时没有考虑精神病学样本量和变量数。我们的目标是为研究人员提供这种方法的实用性。我们介绍了社区检测算法,具体描述了基于相关性和基于距离的社区检测之间的关键区别。我们将社区检测结果与代表典型精神病学环境的传统方法的模拟研究结果进行了比较,使用了三种亚型可能存在差异的概念。结果我们发现,在几种社区检测算法中,恢复的子组数量往往不正确。基于相关性的社区检测比基于距离的社区检测表现更好,并且在较小的样本量下表现相对较好。潜在剖面分析在恢复亚型上更为一致。方法是否成功取决于如何引入差异。结论潜在剖面分析等传统方法仍是合理的选择。此外,结果取决于亚型分析的假设和理论选择,研究人员在得出亚型结论之前需要考虑这些假设和理论选择。建议使用多个子类型方法来建立方法依赖关系。
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引用次数: 2
期刊
International Journal of Methods in Psychiatric Research
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