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Empirically derived symptom profiles in adults with attention-Deficit/hyperactivity disorder: An unsupervised machine learning approach. 根据经验得出注意力缺陷/多动障碍成人患者的症状特征:无监督机器学习法
IF 1.5 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2024-04-24 DOI: 10.1080/23279095.2024.2343022
Violeta J Rodriguez, John-Christopher A Finley, Qimin Liu, Demy Alfonso, Karen S Basurto, Alison Oh, Amanda Nili, Katherine C Paltell, Jennifer K Hoots, Gabriel P Ovsiew, Zachary J Resch, Devin M Ulrich, Jason R Soble

Background: Attention-deficit/hyperactivity disorder (ADHD) is associated with various cognitive, behavioral, and mood symptoms that complicate diagnosis and treatment. The heterogeneity of these symptoms may also vary depending on certain sociodemographic factors. It is therefore important to establish more homogenous symptom profiles in patients with ADHD and determine their association with the patient's sociodemographic makeup. The current study used unsupervised machine learning to identify symptom profiles across various cognitive, behavioral, and mood symptoms in adults with ADHD. It was then examined whether symptom profiles differed based on relevant sociodemographic factors.

Methods: Participants were 382 adult outpatients (62% female; 51% non-Hispanic White) referred for neuropsychological evaluation for ADHD.

Results: Employing Gaussian Mixture Modeling, we identified two distinct symptom profiles in adults with ADHD: "ADHD-Plus Symptom Profile" and "ADHD-Predominate Symptom Profile." These profiles were primarily differentiated by internalizing psychopathology (Cohen's d = 1.94-2.05), rather than by subjective behavioral and cognitive symptoms of ADHD or neurocognitive test performance. In a subset of 126 adults without ADHD who were referred for the same evaluation, the unsupervised machine learning algorithm only identified one symptom profile. Group comparison analyses indicated that female patients were most likely to present with an ADHD-Plus Symptom Profile (χ2 = 5.43, p < .001).

Conclusion: The machine learning technique used in this study appears to be an effective way to elucidate symptom profiles emerging from comprehensive ADHD evaluations. These findings further underscore the importance of considering internalizing symptoms and patients' sex when contextualizing adult ADHD diagnosis and treatment.

背景:注意力缺陷/多动障碍(ADHD)伴有各种认知、行为和情绪症状,使诊断和治疗变得复杂。这些症状的异质性也可能因某些社会人口因素而异。因此,在多动症患者中建立更加同质化的症状谱并确定其与患者社会人口构成的关联非常重要。目前的研究使用无监督机器学习来识别成人多动症患者的各种认知、行为和情绪症状。然后研究了症状特征是否因相关的社会人口因素而有所不同:研究对象为 382 名因多动症而接受神经心理学评估的成年门诊患者(62% 为女性;51% 为非西班牙裔白人):结果:通过高斯混合模型,我们在成人多动症患者中发现了两种不同的症状特征:"ADHD-加症状特征 "和 "ADHD-主症状特征"。这些症状特征主要由内化性精神病理学(Cohen's d = 1.94-2.05)区分,而不是由多动症的主观行为和认知症状或神经认知测试成绩区分。在126名接受相同评估的无多动症成人子集中,无监督机器学习算法仅识别出一种症状特征。分组比较分析表明,女性患者最有可能出现ADHD-Plus症状特征(χ2 = 5.43,p < .001):本研究中使用的机器学习技术似乎是阐明综合 ADHD 评估中出现的症状特征的有效方法。这些发现进一步强调了在对成人多动症进行诊断和治疗时考虑内化症状和患者性别的重要性。
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引用次数: 0
Measuring working memory span with WAIS-IV: Digit sequence is the superior span test. 用WAIS-IV:数字序列测量工作记忆广度是优势广度测试。
IF 1.5 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2025-01-20 DOI: 10.1080/23279095.2024.2330998
Jens Egeland, Olaf Lund, Rune Raudeberg

The Digit Span test has been part of the Wechsler tests from the first version. In the WAIS-IV the Digit Span Sequencing subtest (DSS) was introduced and in the forthcoming WAIS-5 working memory span will also be measured in the visual modality. The present study analyzes WAIS-IV Digit Span, Letter- Number Span (LNS) and WMS-III Spatial Span (SS) performance in a mixed clinical sample, expecting to find that Digit Span Forwards (DSF) lacks sensitivity to the Working Memory impairment evident in D-KEFS Trail Making Test-4 (TMT-4) scores ≤1 SD below normative means in the sample. The results showed DSF score above normative means, Digit Span Backwards (DSB) around mean, while SS and LNS was slightly impaired and DSS impaired at the same level as TMT- 4. A double dissociation was observed in DSF and SS performance between subjects with Language- and Non-verbal learning disorders. Most subjects scored in the average range on the LNS-span and high kurtosis reduced sensitivity. Taking LNS and TMT-4 as criterion measures of WM, regression analyses showed no unique contribution of DSF to the variance in these tests. The study supports prior critiques regarding the composite Digit Span measure and demonstrates that the DSS are more effective than the current version of LNS in identifying reduced Working Memory capacity.

数字广度测试从第一个版本开始就是韦氏测试的一部分。在WAIS-IV中引入了数字广度排序子测试(DSS),在即将到来的WAIS-5中,工作记忆广度也将在视觉模态中进行测量。本研究分析了WAIS-IV数字跨距、字母-数字跨距(LNS)和WMS-III空间跨距(SS)在混合临床样本中的表现,期望发现数字跨距前向(DSF)对样本中D-KEFS Trail Making Test-4 (tft -4)得分低于标准均值≤1 SD的工作记忆障碍缺乏敏感性。结果显示,DSF得分高于规范均值,DSB得分接近均值,而SS和LNS得分轻度受损,DSS得分与TMT- 4水平相同。语言学习障碍和非语言学习障碍被试在DSF和SS表现上存在双重分离。大多数受试者的LNS-span得分在平均范围内,高峰度降低了敏感性。以LNS和TMT-4作为WM的标准度量,回归分析显示DSF对这些检验的方差没有独特的贡献。该研究支持了先前关于数字跨度测量的批评,并证明DSS在识别工作记忆容量减少方面比当前版本的LNS更有效。
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引用次数: 0
Naming assessment in bilinguals for epilepsy surgery-adaptation and standardization of Boston Naming Test in India. 对接受癫痫手术的双语患者进行命名评估--波士顿命名测试在印度的适应性和标准化。
IF 1.5 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2024-04-22 DOI: 10.1080/23279095.2024.2343009
Aparna Sahu, Shivani Rajeshree, Mayuri Kalika, Sangeeta Ravat, Urvashi Shah

Purpose: Naming difficulty is associated with temporal lobe epilepsy and a decline in naming ability is reported following dominant temporal lobe resections. The Boston Naming Test (BNT) is the most frequently used test for assessing naming ability. Evaluating naming ability in bilingual/multilingual populations is a challenge when participants are restricted to responding in one language. The study aimed to adapt and standardize the BNT as a valid clinical tool for evaluating bilingual/multilingual people undergoing epilepsy surgery in urban India.

Results: Culture-appropriate adaptations were done, and participants were allowed to respond in any language. Data from 197 participants showed a strong education effect. The adaptation showed strong internal consistency, reliability, construct validity, and high sensitivity to left temporal lobe epilepsy performance.

Conclusions: The adapted version that allowed for flexible use of more than one language is a useful clinical tool for evaluating bilingual people undergoing epilepsy surgery.

目的:命名困难与颞叶癫痫有关,有报告称显性颞叶切除术后命名能力下降。波士顿命名测验(BNT)是评估命名能力最常用的测验。如果受试者只能用一种语言进行回答,那么在双语/多语人群中评估命名能力就是一项挑战。本研究旨在对 BNT 进行改编和标准化,使其成为评估印度城市接受癫痫手术的双语/多语人群的有效临床工具:结果:进行了与文化相适应的调整,参与者可以用任何一种语言进行回答。来自 197 名参与者的数据显示了强烈的教育效应。改编后的问卷显示出很强的内部一致性、可靠性和建构效度,并且对左颞叶癫痫的表现高度敏感:经过改编的版本允许灵活使用一种以上的语言,是评估接受癫痫手术的双语患者的有用临床工具。
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引用次数: 0
The influence of early life socio-environmental factors on executive performance in a healthy adult sample. 健康成年人样本中早期社会环境因素对执行能力的影响。
IF 1.5 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2024-03-06 DOI: 10.1080/23279095.2024.2323630
C McElwee, D W Lopez Hernandez

Objective: Attempts have been made (with research efforts encouraged) to deconstruct the "race" concept into language, cultural, and life experience variables that can help explain performance differences found between ethnic groups (Romero et al., 2009). The extant empirical literature reveals that early environmental factors and life experiences (e.g., socioeconomic status) are related to cognitive test performance in adulthood (Byrd et al., 2006). This study examined the explanatory value of early life childhood resources in the relationship between ethnicity and neuropsychological test performance in adulthood.

Participants/ methods: Neurologically and psychologically healthy African American (n = 40), Caucasian (n = 14), and Hispanic (n = 107) college students ranging from 19-38 years of age. On average, participants had completed around 13 years of education, indicating that the majority were in the early stages of their undergraduate studies and mostly consisted of females (72%). Each participant completed a comprehensive neuropsychological battery that included tests of executive function and an extensive background questionnaire.

Results: A one-way analysis of variance (ANOVA) revealed that the CA group was significantly older (F (2, 160) = 18.38, p = .045) compared to the AA and H groups, but the groups did not differ in terms of number of years of educations or gender. Also, an ANOVA revealed significant group test performance differences on the Stroop-C [F (2, 160) = 1.53, p = .047], but not on the TMT-B and COWAT. Furthermore, a Tukey post hoc revealed that there were no significant differences in test performance on Stroop-C between the groups. Hierarchical multiple regression analyses revealed that group performance differences on executive function tests were medium or non-existent and only partially explained by years of education and early life financial resources.

Conclusion: The results are discussed in light of the existing literature, study strengths and limitations, as well as directions for future research. This research can aid in pinpointing variables crucial for interpreting differences in neuropsychological assessments among diverse populations, holding potential implications for intervention research and policy settings. It is particularly relevant in the context of the continuously evolving social, political, and economic landscapes of societies.

目的:有人试图(鼓励研究工作)将 "种族 "概念解构为语言、文化和生活经历变量,以帮助解释不同种族群体之间的成绩差异(Romero et al.)现有的实证文献显示,早期环境因素和生活经历(如社会经济地位)与成年后的认知测试成绩有关(Byrd 等人,2006 年)。本研究探讨了童年早期生活资源在种族与成年后神经心理学测试成绩之间关系的解释价值:神经和心理健康的非裔美国人(n = 40)、高加索人(n = 14)和西班牙裔(n = 107)大学生,年龄在 19-38 岁之间。受试者平均接受了 13 年左右的教育,这表明大多数受试者处于本科学习的初期阶段,而且大多数受试者为女性(72%)。每位参与者都完成了一套全面的神经心理学测试,包括执行功能测试和一份内容广泛的背景调查问卷:单因素方差分析(ANOVA)显示,与 AA 组和 H 组相比,CA 组的年龄明显偏大(F (2, 160) = 18.38, p = .045),但两组在受教育年限或性别方面没有差异。此外,方差分析还显示,Stroop-C 的组间测试成绩差异显著 [F (2, 160) = 1.53, p = .047],但 TMT-B 和 COWAT 的组间测试成绩差异不显著。此外,Tukey 事后分析表明,各组在 Stroop-C 的测试成绩上没有明显差异。层次多元回归分析表明,各组在执行功能测试上的成绩差异不大或不存在差异,受教育年限和早期生活经济来源只能部分解释这种差异:根据现有文献、研究的优势和局限性以及未来研究的方向,对研究结果进行了讨论。这项研究有助于找出解释不同人群神经心理评估差异的关键变量,对干预研究和政策制定具有潜在影响。在社会、政治和经济不断发展的背景下,这项研究尤为重要。
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引用次数: 0
Impaired lexical access for unique entities in individuals with subjective cognitive decline. 主观认知能力下降者对独特实体的词汇访问能力受损。
IF 1.5 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2024-04-22 DOI: 10.1080/23279095.2024.2344636
Joël Macoir, Pascale Tremblay, Stéphanie Beaudoin, Mathias Parent, Carol Hudon

Subjective cognitive decline (SCD) may serve as an early indicator of Alzheimer's disease (AD). However, accurately quantifying cognitive impairment in SCD is challenging, mainly because existing assessment tools lack sensitivity. This study examined how tasks specifically designed to assess knowledge of famous people, could potentially aid in identifying cognitive impairment in SCD. A total of 60 adults with SCD and 60 healthy controls (HCs) aged 50 to 82 years performed a famous people verbal fluency task and a famous people naming task. In the famous people fluency task, the results showed that the individuals with SCD produced significantly fewer famous names in the total time allowed than the HCs, and this difference was also found in the first and the second time interval. In the famous people naming task, the performance of the SCD group was significantly lower than that of the HC group only in the more recent period of fame. Overall, these results suggest that retrieving the names of famous people was more difficult for people with SCD than for people without cognitive complaints. They also suggest that famous people verbal fluency and naming tasks could be useful in detecting cognitive decline at the preclinical stage of AD.

主观认知能力下降(SCD)可作为阿尔茨海默病(AD)的早期指标。然而,准确量化 SCD 中的认知障碍具有挑战性,这主要是因为现有的评估工具缺乏灵敏度。本研究探讨了专门用于评估名人知识的任务如何能够帮助识别 SCD 患者的认知障碍。年龄在 50 岁至 82 岁之间的 60 名 SCD 成人和 60 名健康对照者(HCs)分别完成了一项名人语言流利性任务和一项名人命名任务。结果显示,在名人流利性任务中,SCD 患者在规定的总时间内说出的名人名称明显少于健康对照组,而且在第一和第二时间间隔内也发现了这种差异。在名人命名任务中,SCD 组的成绩只有在成名时间较近时才明显低于 HC 组。总之,这些结果表明,与没有认知障碍的人相比,SCD 患者检索名人姓名更加困难。这些结果还表明,名人言语流利性和命名任务可用于检测老年痴呆症临床前阶段的认知功能衰退。
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引用次数: 0
Neuropsychological longitudinal study of patients with low-grade gliomas: Cognitive impairment. 低级别胶质瘤患者的神经心理学纵向研究:认知障碍。
IF 1.5 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2024-03-12 DOI: 10.1080/23279095.2024.2325546
Lena Ek, Marie Elwin, Kerstin Neander

This study is part of a longitudinal research program, in which patients diagnosed with low-grade gliomas (LGG: n = 13), as well as healthy controls (n = 13), were consecutively recruited and neuropsychologically followed for 7 years. The patients are followed up regardless of variations in treatment. A composite score is used (Global Deficit Score: GDS) included cognitive measures where at least five patients had a negative change: information processing speed, speed of naming, construction ability, verbal fluency, non-verbal thinking, and immediate non-verbal memory. The most important finding in this 7-year follow-up study is that two-thirds of the patients developed cognitive impairment. The remaining third of the patients showed stability in their cognitive ability and were still alive 17 years after diagnosis. Younger patients with tumors in the right frontal or posterior regions showed a more favorable development. Patients with frontal tumors and a declined GDS show also significant changes in executive functions. Given the limited number, no firm conclusions can be drawn regarding the impact of tumor localization. The impact of LGG on cognition and the survival time after diagnosis varies considerably between patients. However, most of the patients (69%) showed cognitive impairment during the seven years we followed them.

本研究是一项纵向研究计划的一部分,该计划连续招募被诊断为低级别胶质瘤(LGG:n = 13)的患者和健康对照组(n = 13),并对他们进行为期 7 年的神经心理学随访。无论治疗方法如何变化,均对患者进行随访。采用的综合评分(全球缺陷评分:GDS)包括至少有五名患者出现负变化的认知指标:信息处理速度、命名速度、构建能力、语言流畅性、非语言思维和即时非语言记忆。这项为期 7 年的随访研究最重要的发现是,三分之二的患者出现了认知障碍。其余三分之一的患者认知能力稳定,确诊 17 年后仍然存活。肿瘤位于右侧额叶或后部的年轻患者病情发展较好。额叶肿瘤和 GDS 下降的患者在执行功能方面也有显著变化。由于人数有限,目前还无法就肿瘤定位的影响得出确切结论。LGG 对认知能力和确诊后生存时间的影响在不同患者之间存在很大差异。不过,大多数患者(69%)在我们随访的七年中都出现了认知功能障碍。
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引用次数: 0
Clinical validation of an aggregate learning ratio from the neuropsychological assessment battery. 从神经心理评估电池中得出的综合学习比率的临床验证。
IF 1.5 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2024-03-25 DOI: 10.1080/23279095.2024.2329974
Matthew G Hall, Scott C Wollman, Mary E Haines, Jessica L Katschke, Mellisa A Boyle, Hannah K Richardson, Dustin B Hammers

Quantifying learning deficits provides valuable information in identifying and diagnosing mild cognitive impairment and dementia. Previous research has found that a learning ratio (LR) metric, derived from the list learning test from the Neuropsychological Assessment Battery (NAB), was able to distinguish between those with normal cognition versus memory impairment. The current study furthers the NAB LR research by validating a NAB story LR, as well as an aggregate LR. The aggregate LR was created by combining the individual list and story LRs. Participants were classified as those with normal cognition (n = 51), those with MCI (n = 39) and those with dementia (n = 35). Results revealed the story LR was able to accurately distinguish normal controls from those with mild cognitive impairment and those with dementia and offers enhanced discriminability beyond the story immediate recall score (sum of trial 1 and trial 2). Further, the aggregate LR provided superior discriminability beyond the individual list and story LRs and accounted for additional variance in diagnostic group classification. The NAB aggregate LR provides improved sensitivity in detecting declines in impaired learning, which may assist clinicians in making diagnoses earlier in a disease process, benefiting the individual through earlier interventions.

量化学习缺陷为识别和诊断轻度认知障碍和痴呆症提供了宝贵的信息。以前的研究发现,从神经心理评估测试(NAB)的列表学习测试中得出的学习比率(LR)指标能够区分认知正常者和记忆受损者。本研究通过验证 NAB 故事 LR 和综合 LR,进一步推进了 NAB LR 的研究。综合 LR 由单个列表 LR 和故事 LR 合并而成。参与者被分为认知正常者(n = 51)、MCI 患者(n = 39)和痴呆患者(n = 35)。结果显示,故事 LR 能够准确区分正常对照组与轻度认知障碍患者和痴呆症患者,并在故事即时回忆得分(试验 1 和试验 2 的总和)之外提供更强的区分能力。此外,综合 LR 比单个列表和故事 LR 具有更高的可区分性,并能在诊断组别分类中产生更多差异。NAB 总 LR 提高了检测学习能力受损下降的灵敏度,这可能有助于临床医生在疾病过程中更早地做出诊断,从而通过更早的干预措施使患者受益。
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引用次数: 0
Recall and recognition of similarities items in neuropsychological assessment: Memory, validity, and meaning. 神经心理评估中相似性项目的回忆和识别:记忆、有效性和意义
IF 1.5 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2024-04-01 DOI: 10.1080/23279095.2024.2334344
Ricki Lisa Ladowsky-Brooks

The current study examined whether the Memory Similarities Extended Test (M-SET), a memory test based on the Similarities subtest of the Wechsler Abbreviated Scale of Intelligence, Second Edition (WASI-II), has value in neuropsychological testing. The relationship of M-SET measures of cued recall (CR) and recognition memory (REC) to brain injury severity and memory scores from the Wechsler Memory Scale, Fourth Edition (WMS-IV) was analyzed in examinees with traumatic brain injuries ranging from mild to severe. Examinees who passed standard validity tests were divided into groups with intracranial injury (CT + ve, n = 18) and without intracranial injury (CT-ve, n = 50). In CT + ve only, CR was significantly correlated with Logical Memory I (LMI: rs = .62) and Logical Memory II (LMII: rs = .65). In both groups, there were smaller correlations with delayed visual memory (VRII: rs = .38; rs = .44) and psychomotor speed (Coding: rs = .29; rs = .29). The REC score was neither an indicator of memory ability nor an internal indicator of performance validity. There were no differences in M-SET or WMS-IV scores for CT-ve and CT + ve, and reasons for this are discussed. It is concluded that M-SET has utility as an incidental cued recall measure.

记忆相似性扩展测试(M-SET)是基于韦氏智力缩略量表第二版(WASI-II)相似性分测验的记忆测试,本研究探讨了该测试在神经心理学测试中是否具有价值。我们分析了 M-SET 的诱导回忆(CR)和识别记忆(REC)测量与脑损伤严重程度和韦氏记忆量表第四版(WMS-IV)记忆得分之间的关系,受测者的脑损伤程度从轻度到重度不等。通过标准有效性测试的受试者被分为有颅内损伤组(CT + ve,n = 18)和无颅内损伤组(CT-ve,n = 50)。仅在 CT + ve 组中,CR 与逻辑记忆 I(LMI:rs = 0.62)和逻辑记忆 II(LMII:rs = 0.65)显著相关。在这两组中,延迟视觉记忆(VRII:rs = .38;rs = .44)和精神运动速度(编码:rs = .29;rs = .29)的相关性较小。REC 分数既不是记忆能力的指标,也不是成绩有效性的内部指标。CT-ve 和 CT + ve 的 M-SET 或 WMS-IV 分数没有差异,其原因有待讨论。结论是,M-SET 作为一种偶然提示回忆测量方法具有实用性。
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引用次数: 0
Life in the fast lane: the role of temporal processing in risk-taking behaviors. 快车道上的生活:时间处理在冒险行为中的作用。
IF 1.5 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2024-04-27 DOI: 10.1080/23279095.2024.2346553
Ashley Schiros, Kevin M Antshel

An existing theoretical framework proposes that aberrant temporal processing and a fast internal clock, denoted by overestimation and under-reproduction of time, increases the likelihood of engagement in risky behaviors (ERB). The primary aim of this project was to improve our understanding of the relationship between temporal processing and ERB in college students. The present study used the Wittmann and Paulus (2008) theoretical framework to examine the associations between temporal processing and ERB in college students. College student participants (N = 215) completed self-report measures of ERB, delay aversion, inhibitory control, ADHD symptoms and objective cognitive time estimation and time reproduction tasks. Time estimation accuracy was significantly associated with lower engagement in sexual risk behaviors (OR = .988; 95% CI: .979, .996; p = .006) and aggressive behaviors (OR = .989; 95% CI: .980, .998; p = .018). Time reproduction was not significantly associated with ERB. The present study established preliminary support for the associations between aberrant temporal processing, namely aberrant time estimation, and ERB among college students.

现有的理论框架认为,时间处理失常和内部时钟过快(表现为对时间的估计过高和估计不足)会增加参与危险行为(ERB)的可能性。本项目的主要目的是加深我们对大学生时间处理与ERB之间关系的理解。本研究采用 Wittmann 和 Paulus(2008 年)的理论框架来研究大学生的时间处理与 ERB 之间的关联。大学生参与者(N = 215)完成了ERB、延迟厌恶、抑制控制、多动症症状的自我报告测量,以及客观认知时间估计和时间重现任务。时间估计准确性与较低的性危险行为(OR = .988;95% CI:.979, .996;p = .006)和攻击性行为(OR = .989;95% CI:.980, .998;p = .018)明显相关。时间再现与 ERB 的关系不大。本研究初步证实了时间处理失常(即时间估计失常)与大学生ERB之间的关联。
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引用次数: 0
Correction. 修正。
IF 1.5 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-12-27 DOI: 10.1080/23279095.2025.2610147
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引用次数: 0
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