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Reported quality indicators and implementation outcomes of community partnership in autism intervention research: A systematic review 自闭症干预研究中社区伙伴关系的质量指标和实施成果:系统综述。
IF 4.7 2区 医学 Q1 Medicine Pub Date : 2024-02-14 DOI: 10.1002/aur.3103
Jessica E. Tschida, James D. Lee, Anamiguel Pomales-Ramos, Vivien Koo

There is minimal research on the quality of community partnerships in studies of interventions for autistic children. However, building high quality community engagement in autism intervention research may improve implementation outcomes. This systematic review examined studies that report community partnership in autism intervention research. A total of 135 articles were identified and 11 of these articles were included in the final review. Community partnership data were extracted using indicators from the conceptual framework for assessing research-practice partnerships (RPP; Henrick et al., Henrick et al., Assessing research-practice partnerships: Five dimensions of effectiveness, William T. Grant Foundation, 2017) and implementation outcomes data were extracted using the taxonomy of distinct implementation outcomes (Proctor et al., Administration and Policy in Mental Health and Mental Health Services Research, 38:65–76, 2011). Quality of studies were appraised using JBIs critical appraisal tools (Munn et al., JBI Evidence Synthesis, 18:2127–2133, 2020). RPP indicators and implementation outcomes were variably reported across studies. RPP indicators and implementation outcomes more likely to be reported were related to building trust, cultivating partnership relationships, conducting rigorous research to inform action, acceptability, and feasibility. RPP indicators and implementation outcomes less likely to be reported were related to building capacity to engage in partnership work, sustainability, cost, and penetration. Together, these results may suggest the need for increased sustainability and capacity building efforts in partnerships and increased guidelines for reporting outcomes.

关于自闭症儿童干预研究中社区合作质量的研究极少。然而,在自闭症干预研究中建立高质量的社区参与可能会改善实施结果。本系统性综述考察了自闭症干预研究中有关社区合作关系的研究报告。共发现 135 篇文章,其中 11 篇文章被纳入最终综述。社区合作关系数据的提取采用了评估研究与实践合作关系概念框架(RPP;Henrick 等人,《评估研究与实践合作关系》:有效性的五个维度,威廉-格兰特基金会,2017年),并使用独特的实施结果分类法提取实施结果数据(Proctor等人,《心理健康与心理健康服务研究中的管理与政策》,38:65-76,2011年)。研究质量采用 JBI 临界评估工具进行评估(Munn 等人,JBI 证据综合,18:2127-2133, 2020)。各研究对 RPP 指标和实施结果的报告不尽相同。更有可能报告的 RPP 指标和实施结果与建立信任、培养合作伙伴关系、开展严格的研究为行动提供信息、可接受性和可行性有关。较少被报告的 RPP 指标和实施成果涉及参与伙伴关系工作的能力建设、可持续性、成本和渗透性。总之,这些结果表明,有必要加强伙伴关系的可持续性和能力建设工作,并增加成果报告指南。
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引用次数: 0
Vowel distinctiveness as a concurrent predictor of expressive language function in autistic children 元音独特性可同时预测自闭症儿童的语言表达功能。
IF 4.7 2区 医学 Q1 Medicine Pub Date : 2024-02-13 DOI: 10.1002/aur.3102
Paul J. Simeone, Jordan R. Green, Helen Tager-Flusberg, Karen V. Chenausky

Speech ability may limit spoken language development in some minimally verbal autistic children. In this study, we aimed to determine whether an acoustic measure of speech production, vowel distinctiveness, is concurrently related to expressive language (EL) for autistic children. Syllables containing the vowels [i] and [a] were recorded remotely from 27 autistic children (4;1–7;11) with a range of spoken language abilities. Vowel distinctiveness was calculated using automatic formant tracking software. Robust hierarchical regressions were conducted with receptive language (RL) and vowel distinctiveness as predictors of EL. Hierarchical regressions were also conducted within a High EL and a Low EL subgroup. Vowel distinctiveness accounted for 29% of the variance in EL for the entire group, RL for 38%. For the Low EL group, only vowel distinctiveness was significant, accounting for 38% of variance in EL. Conversely, in the High EL group, only RL was significant and accounted for 26% of variance in EL. Replicating previous results, speech production and RL significantly predicted concurrent EL in autistic children, with speech production being the sole significant predictor for the Low EL group and RL the sole significant predictor for the High EL group. Further work is needed to determine whether vowel distinctiveness longitudinally, as well as concurrently, predicts EL. Findings have important implications for the early identification of language impairment and in developing language interventions for autistic children.

言语能力可能会限制一些言语能力较弱的自闭症儿童的口语发展。在本研究中,我们旨在确定自闭症儿童的语音产生的声学测量--元音独特性--是否与表达性语言(EL)同时相关。研究人员远程记录了 27 名自闭症儿童(4;1-7;11)包含元音 [i] 和 [a] 的音节,这些儿童的口语能力参差不齐。元音独特性是通过自动心形跟踪软件计算得出的。将接受语言(RL)和元音独特性作为预测 EL 的因素,进行了稳健的分层回归。此外,还在高英语语言水平和低英语语言水平分组内进行了分层回归。元音独特性占整个小组英语语言能力变异的 29%,RL 占 38%。在低英语语言组中,只有元音独特性具有显著性,占英语语言变异的 38%。相反,在高英语水平组中,只有 RL 显著,占英语水平变异的 26%。与之前的研究结果相同,言语表达和韵律对自闭症儿童同时出现的英语语言能力有显著的预测作用,言语表达是低英语语言能力组唯一显著的预测因素,而韵律是高英语语言能力组唯一显著的预测因素。要确定元音独特性是否能纵向预测自闭症儿童的英语学习能力,以及是否能同时预测自闭症儿童的英语学习能力,还需要进一步的研究。研究结果对早期识别语言障碍和为自闭症儿童制定语言干预措施具有重要意义。
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引用次数: 0
Autistic identity: A systematic review of quantitative research 自闭症身份认同:定量研究的系统回顾。
IF 4.7 2区 医学 Q1 Medicine Pub Date : 2024-02-09 DOI: 10.1002/aur.3105
Jade Davies, Kate Cooper, Estelle Killick, Evelyn Sam, Molly Healy, Grace Thompson, Will Mandy, Benjamin Redmayne, Laura Crane

Autism can be considered both a personal and social identity. Identifying the factors contributing to positive Autistic identity development is crucial given the potential implications for mental health and wellbeing. In this systematic review, we aimed to synthesize quantitative literature on Autistic identity to identify the (individual and environmental) factors associated with Autistic identity, and to ascertain the relationship between Autistic identity and mental health and wellbeing. A total of 3,617 studies were screened and 20 met our inclusion criteria. Results indicated that people developed a more positive Autistic identity when receiving external autism acceptance and external support. The association between individual factors and Autistic identity were largely nonsignificant or inconclusive, highlighting the need for broad support that meets the needs of a range of Autistic people, rather than specific subgroups. Importantly, positive Autistic identity was associated with improved mental health and wellbeing. Peer support and/or self-directed support resources may be valuable mechanisms for supporting Autistic people to cultivate a positive Autistic identity. The evaluation of such support, including the long-term impacts on identity development, will be a critical avenue for future research.

自闭症既可以被视为一种个人身份,也可以被视为一种社会身份。鉴于自闭症对心理健康和幸福的潜在影响,确定促进自闭症身份认同积极发展的因素至关重要。在本系统性综述中,我们旨在综合有关自闭症身份认同的定量文献,找出与自闭症身份认同相关的(个人和环境)因素,并确定自闭症身份认同与心理健康和幸福感之间的关系。我们共筛选了 3,617 项研究,其中 20 项符合我们的纳入标准。研究结果表明,如果自闭症得到外界的认可和支持,自闭症患者的身份认同就会更加积极。个体因素与自闭症身份认同之间的关系大多不显著或不确定,这凸显出需要广泛的支持来满足一系列自闭症患者的需求,而不是特定的亚群体。重要的是,积极的自闭症身份认同与心理健康和幸福感的改善相关。同伴支持和/或自主支持资源可能是支持自闭症患者培养积极自闭症身份认同的重要机制。对此类支持的评估,包括对身份认同发展的长期影响,将是未来研究的一个重要途径。
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引用次数: 0
Neural correlates of audiovisual narrative speech perception in children and adults on the autism spectrum: A functional magnetic resonance imaging study 自闭症谱系儿童和成人视听叙事语言感知的神经相关性:功能磁共振成像研究
IF 4.7 2区 医学 Q1 Medicine Pub Date : 2024-02-09 DOI: 10.1002/aur.3104
Lars A. Ross, Sophie Molholm, John S. Butler, Victor A. Del Bene, Tufikameni Brima, John J. Foxe

Autistic individuals show substantially reduced benefit from observing visual articulations during audiovisual speech perception, a multisensory integration deficit that is particularly relevant to social communication. This has mostly been studied using simple syllabic or word-level stimuli and it remains unclear how altered lower-level multisensory integration translates to the processing of more complex natural multisensory stimulus environments in autism. Here, functional neuroimaging was used to examine neural correlates of audiovisual gain (AV-gain) in 41 autistic individuals to those of 41 age-matched non-autistic controls when presented with a complex audiovisual narrative. Participants were presented with continuous narration of a story in auditory-alone, visual-alone, and both synchronous and asynchronous audiovisual speech conditions. We hypothesized that previously identified differences in audiovisual speech processing in autism would be characterized by activation differences in brain regions well known to be associated with audiovisual enhancement in neurotypicals. However, our results did not provide evidence for altered processing of auditory alone, visual alone, audiovisual conditions or AV- gain in regions associated with the respective task when comparing activation patterns between groups. Instead, we found that autistic individuals responded with higher activations in mostly frontal regions where the activation to the experimental conditions was below baseline (de-activations) in the control group. These frontal effects were observed in both unisensory and audiovisual conditions, suggesting that these altered activations were not specific to multisensory processing but reflective of more general mechanisms such as an altered disengagement of Default Mode Network processes during the observation of the language stimulus across conditions.

在视听言语感知过程中,自闭症患者从观察视觉发音中获得的益处大大减少,这是一种多感官整合缺陷,与社会交流尤其相关。这方面的研究大多使用简单的音节或单词级刺激,目前仍不清楚自闭症患者低级多感官整合能力的改变如何转化为对更复杂的自然多感官刺激环境的处理能力。在此,我们利用功能神经影像学研究了 41 名自闭症患者与 41 名年龄匹配的非自闭症对照组患者在接受复杂视听叙事时视听增益(AV-gain)的神经相关性。在听觉单独、视觉单独以及同步和异步视听语音条件下,向参与者展示了一个故事的连续叙述。我们假设,之前发现的自闭症患者在视听语言处理方面的差异将表现为众所周知的与神经典型患者视听增强相关的脑区激活差异。然而,我们的研究结果并没有提供证据表明,在比较各组之间的激活模式时,与各自任务相关的区域对单独听觉、单独视觉、视听条件或视听增益的处理发生了改变。相反,我们发现自闭症患者的反应主要是额叶区域的激活较高,而对照组对实验条件的激活低于基线(去激活)。这些额叶效应在单感官和视听条件下均可观察到,这表明这些激活的改变并不是多感官处理特有的,而是反映了更普遍的机制,如在观察不同条件下的语言刺激时,默认模式网络过程的脱离发生了改变。
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引用次数: 0
Evaluating the regulatory function of non-coding autism-associated single nucleotide polymorphisms on gene expression in human brain tissue 评估非编码自闭症相关单核苷酸多态性对人类脑组织中基因表达的调控功能。
IF 4.7 2区 医学 Q1 Medicine Pub Date : 2024-02-07 DOI: 10.1002/aur.3101
Kealan Pugsley, Atefeh Namipashaki, Mark A. Bellgrove, Ziarih Hawi

Common variants account for most of the estimated heritability associated with autism spectrum disorder (autism). Although several replicable single nucleotide polymorphisms (SNPs) for the condition have been detected using genome-wide association study (GWAS) methodologies, their pathophysiological relevance remains elusive. Examining this is complicated, however, as all detected loci are situated within non-coding regions of the genome. It is therefore likely that they possess roles of regulatory function as opposed to directly affecting gene coding sequences. To bridge the gap between SNP discovery and mechanistic insight, we applied a comprehensive bioinformatic pipeline to functionally annotate autism-associated polymorphisms and their non-coding linkage disequilibrium (i.e., non-randomly associated) partners. We identified 82 DNA variants of probable regulatory function that may contribute to autism pathogenesis. To validate these predictions, we measured the impact of 11 high-confidence candidates and their GWAS linkage disequilibrium partners on gene expression in human brain tissue from Autistic and non-Autistic donors. Although a small number of the surveyed variants exhibited measurable influence on gene expression as determined via quantitative polymerase chain reaction, these did not survive correction for multiple comparisons. Additionally, no significant genotype-by-diagnosis effects were observed for any of the SNP-gene associations. We contend that this may reflect an inability to effectively capture the modest, neurodevelopmental-specific impact of individual variants on biological dysregulation in available post-mortem tissue samples, as well as limitations in the existing autism GWAS data.

在自闭症谱系障碍(自闭症)的估计遗传率中,常见变异占了大部分。虽然利用全基因组关联研究(GWAS)方法发现了几个可复制的单核苷酸多态性(SNPs),但它们与自闭症的病理生理相关性仍然难以捉摸。不过,由于所有检测到的基因位点都位于基因组的非编码区,因此研究起来比较复杂。因此,与直接影响基因编码序列相比,它们很可能具有调控功能。为了弥补 SNP 发现与机理洞察之间的差距,我们应用了一个全面的生物信息学管道,对自闭症相关多态性及其非编码连接不平衡(即非随机相关)伙伴进行功能注释。我们发现了 82 个可能具有调控功能的 DNA 变异,它们可能与自闭症发病机制有关。为了验证这些预测,我们测量了 11 个高置信度候选基因及其 GWAS 连接不平衡伙伴对自闭症和非自闭症供体人脑组织中基因表达的影响。虽然通过定量聚合酶链反应测定,少数调查变异对基因表达有可测量的影响,但这些变异并没有通过多重比较校正。此外,在任何 SNP 基因关联中,都没有观察到明显的基因型诊断效应。我们认为,这可能反映了现有的死后组织样本无法有效捕捉个体变异对生物失调的适度、神经发育特异性影响,以及现有自闭症 GWAS 数据的局限性。
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引用次数: 0
Is camouflaging unique for autism? A comparison of camouflaging between adults with autism and ADHD 伪装是自闭症患者特有的吗?自闭症成人与多动症成人伪装行为的比较。
IF 4.7 2区 医学 Q1 Medicine Pub Date : 2024-02-07 DOI: 10.1002/aur.3099
W. J. van der Putten, A. J. J. Mol, A. P. Groenman, T. A. Radhoe, C. Torenvliet, J. A. Agelink van Rentergem, H. M. Geurts

Camouflaging (using (un)conscious strategies to appear as non-autistic) is thought to be an important reason for late autism diagnoses and mental health difficulties. However, it is unclear whether only autistic people camouflage or whether people with other neurodevelopmental or mental health conditions also use similar camouflaging strategies. Therefore, in this preregistered study (AsPredicted: #41811) study, we investigated if adults with attention-deficit/hyperactivity-disorder (ADHD) also camouflage. Adults aged 30–90 years filled in the Dutch Camouflaging Autistic Traits Questionnaire (CAT-Q-NL), the ADHD Self-Report (ADHD-SR) and the Autism Spectrum Quotient (AQ). We investigated differences in camouflaging between adults with ADHD, autism, and a comparison group in an age and sex-matched subsample (N = 105 per group). We explored if autism and ADHD traits explained camouflaging levels in adults with an autism and/or ADHD diagnosis (N = 477). Adults with ADHD scored higher on total camouflaging and assimilation subscale compared to the comparison group. However, adults with ADHD scored lower on total camouflaging, and subscales compensation and assimilation than autistic adults. Autism traits, but not ADHD traits, were a significant predictor of camouflaging, independent of diagnosis. Thus, camouflaging does not seem to be unique to autistic adults, since adults with ADHD also show camouflaging behavior, even though not as much as autistic adults. However, as the CAT-Q-NL specifically measures camouflaging of autistic traits it is important to develop more general measures of camouflaging, to compare camouflaging more reliably in people with different mental health conditions. Furthermore, focusing on camouflaging in adults with ADHD, including potential consequences for late diagnoses and mental health seems a promising future research avenue.

伪装(使用(不)有意识的策略来显示自己不是自闭症患者)被认为是自闭症晚期诊断和心理健康困难的一个重要原因。然而,目前还不清楚是否只有自闭症患者才会进行伪装,还是其他神经发育或精神疾病患者也会使用类似的伪装策略。因此,在这项预先登记的研究(AsPredicted: #41811)中,我们调查了患有注意力缺陷/多动症(ADHD)的成年人是否也会伪装。年龄在 30-90 岁之间的成年人填写了荷兰伪装自闭症特征问卷 (CAT-Q-NL)、多动症自我报告 (ADHD-SR) 和自闭症谱系商数 (AQ)。我们在年龄和性别匹配的子样本(每组 105 人)中调查了患有多动症、自闭症的成人与对比组在伪装方面的差异。我们探讨了自闭症和多动症特征是否可以解释自闭症和/或多动症成年人(N = 477)的伪装水平。与对比组相比,患有多动症的成年人在总伪装和同化分量表上得分更高。然而,与自闭症成人相比,多动症成人在总伪装、补偿和同化分量表上的得分较低。自闭症特质(而非多动症特质)是伪装的重要预测因素,与诊断无关。因此,伪装似乎并非自闭症成人所独有,因为患有多动症的成人也会表现出伪装行为,尽管不如自闭症成人那么明显。然而,由于 CAT-Q-NL 专门测量自闭症特征的伪装行为,因此有必要开发更通用的伪装行为测量方法,以便更可靠地比较不同精神健康状况人群的伪装行为。此外,关注患有多动症的成年人的伪装行为,包括对后期诊断和心理健康的潜在影响,似乎是一个很有前景的未来研究方向。
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引用次数: 0
The impact of measurement on clinical trials: Comparison of preliminary outcomes of a brief mobile intervention for autistic adults using multiple measurement approaches 测量对临床试验的影响:使用多种测量方法对针对自闭症成人的简短移动干预的初步结果进行比较。
IF 4.7 2区 医学 Q1 Medicine Pub Date : 2024-02-06 DOI: 10.1002/aur.3095
Annabelle M. Mournet, Gabrielle Gunin, Jacqueline Shinall, Emily Brennan, Nikita Jadav, Emily Istvan, Evan M. Kleiman, Vanessa H. Bal

Initial studies of the emotional safety plan (ESP), a new, brief telehealth and mobile intervention to support autistic adults to cope with periods of distress, have reported feasibility and acceptability (Bal et al., 2023, Autism, 1–13). Herein we report the preliminary clinical outcomes of thirty-six autistic adults who developed a personalized ESP, with a specific interest in comparing “outcomes” demonstrated by different instruments and assessment frequencies in order to inform outcome measurement in future clinical trials. Comparison of pre-intervention baseline to post-monitoring outcome (pre–post) anxiety symptoms (Generalized Anxiety Disorder-7 [GAD-7]) and depressive symptoms (Patient Health Questionnaire-9 [PHQ-9]) revealed medium effect sizes for reduction in symptoms, though, low effect sizes were observed for pre–post Adult Self-report Anxiety and Depressive Problems scales and the Emotion Dysregulation Inventory Reactivity and Dysphoria scales. Weekly assessments showed an initial decrease in GAD-7 anxiety symptoms but no effect on weekly PHQ-9 depressive ratings. Ecological momentary assessment (EMA) data suggested that, when participants reported feeling sad or agitated and used the ESP, reduced negative feelings and increased positive states were reported in subsequent EMA. Perhaps not surprisingly, preliminary outcomes of these feasibility trials differed depending on measure chosen. Implications for the design of clinical trials are discussed.

情绪安全计划(ESP)是一种新的、简短的远程医疗和移动干预措施,旨在支持自闭症成人应对痛苦期,对该计划的初步研究已报告了其可行性和可接受性(Bal 等人,2023 年,《自闭症》,1-13)。在此,我们报告了三十六名自闭症成人开发个性化 ESP 的初步临床结果,特别关注比较不同工具和评估频率所显示的 "结果",以便为未来临床试验的结果测量提供参考。对干预前基线与监测后结果(干预前-监测后)的焦虑症状(广泛性焦虑症-7 [GAD-7])和抑郁症状(患者健康问卷-9 [PHQ-9])进行比较后发现,症状减轻的效应大小为中等,但成人自我报告焦虑和抑郁问题量表以及情绪失调量表反应性和焦虑症量表的效应大小较低。每周评估显示,GAD-7 焦虑症状最初有所减轻,但对每周 PHQ-9 抑郁评分没有影响。生态瞬间评估(EMA)数据表明,当参与者报告感到悲伤或烦躁并使用 ESP 时,在随后的 EMA 中报告的消极情绪会减少,积极状态会增加。也许不足为奇的是,这些可行性试验的初步结果因所选测量方法的不同而不同。本文讨论了临床试验设计的意义。
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引用次数: 0
Assessing pragmatic language difficulties using the Revised Children's Communication Checklist-2. Exploratory structural equation modeling and associations with restricted and repetitive behaviors 使用 "修订版儿童交流检查表-2 "评估实用语言困难。探索性结构方程模型以及与限制性和重复性行为的关联。
IF 4.7 2区 医学 Q1 Medicine Pub Date : 2024-02-04 DOI: 10.1002/aur.3100
Jennifer Keating, Mirko Uljarević, Stephanie H. M. van Goozen, Kirsten Abbot-Smith, Dale F. Hay, Susan R. Leekam

In this paper, we investigated the psychometric properties of the Child Communication Checklist-Revised (CCC-R) for the first time with an English-speaking sample. We used a confirmatory application of exploratory structural equation modeling (ESEM) to re-evaluate the CCC-R's psychometric properties. We found strong support for its use as an assessment for pragmatic and structural language. Our second main aim was to explore associations between pragmatic and structural language and restricted and repetitive behaviors (RRBs), two hallmark characteristics of autism. We used the CCC-R and Repetitive Behavior Questionnaire (RBQ-2) to investigate these associations in a diverse non-clinical sample of children, taking a transdiagnostic approach. We intentionally excluded autism and other neurodevelopmental diagnoses to test, (1) the CCC-R in a broad sample and (2) the association between pragmatic language and RRB in children not already selected for that association. The sample comprised two groups of children, one was community sampled (n = 123) and the other (n = 143) included children with non-specific behavioral, emotional and/or cognitive difficulties referred to an assessment unit by schools. We found clear associations between pragmatic language difficulties and RRBs in both groups. Regression analysis showed that pragmatic language was the only significant contributor to RRBs even after Grammatical-Semantic score, age, sex, and socioeconomic status were controlled. The pattern was the same for both recruitment groups. However, the effects were stronger for the school-referred group which also had more pragmatic difficulties, grammatical-semantic difficulties and RRBs. A robust link between pragmatic language and RRBs, established in autism, has continuity across the broader non-clinical population.

在本文中,我们首次在英语样本中研究了儿童沟通检查表-修订版(CCC-R)的心理测量特性。我们采用了探索性结构方程模型(ESEM)的确认应用来重新评估 CCC-R 的心理测量特性。我们发现,CCC-R 作为实用性和结构性语言评估工具得到了强有力的支持。我们的第二个主要目的是探索语用和结构性语言与限制性和重复性行为(RRBs)之间的关联,这是自闭症的两个标志性特征。我们使用 CCC-R 和重复行为问卷 (RBQ-2) 在不同的非临床儿童样本中调查了这些关联,并采用了跨诊断方法。我们有意将自闭症和其他神经发育诊断排除在外,以测试:(1)在广泛样本中的 CCC-R 和(2)未被选中的儿童的实用语言与 RRB 之间的关联。样本由两组儿童组成,一组是社区抽样(n = 123),另一组(n = 143)包括由学校转介到评估机构的有非特定行为、情绪和/或认知困难的儿童。我们发现,在这两组儿童中,语用障碍与 RRB 之间存在明显的关联。回归分析表明,即使控制了语法-语义得分、年龄、性别和社会经济地位,语用障碍仍是导致 RRBs 的唯一重要因素。两个招聘组的模式相同。然而,学校推荐组的影响更大,因为他们也有更多的语用障碍、语法语义障碍和 RRB。在自闭症患者中建立的语用障碍与 RRB 之间的紧密联系,在更广泛的非临床人群中也具有连续性。
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引用次数: 0
Correction to “Prevalence of gastrointestinal symptoms among autistic individuals, with and without co-occurring intellectual disability” 更正 "自闭症患者(伴有或不伴有智力障碍)中胃肠道症状的发生率"。
IF 4.7 2区 医学 Q1 Medicine Pub Date : 2024-02-02 DOI: 10.1002/aur.3098

Holingue, C., Pfeiffer, D., Ludwig, N. N., Reetzke, R., Hong, J. S., Kalb, L. G., & Landa, R. (2023). Prevalence of gastrointestinal symptoms among autistic individuals, with and without co-occurring intellectual disability. Autism Research. https://doi.org/10.1002/aur.2972.

The following attribution language was mistakenly omitted: This project is supported by the Health Resources and Services Administration (HRSA) of the U.S. Department of Health and Human Services (HHS) under the Autism Intervention Research Network on Physical Health (AIR-P) grant, UT2MC39440. The information, content and/or conclusions are those of the authors and should not be construed as the official position or policy of, nor should any endorsements be inferred by HRSA, HHS or the U.S. Government.

We apologize for this error.

Holingue, C., Pfeiffer, D., Ludwig, N. N., Reetzke, R., Hong, J. S., Kalb, L. G., & Landa, R. (2023)。自闭症患者(伴有或不伴有智力障碍)胃肠道症状的普遍性。自闭症研究》(Autism Research)。https://doi.org/10.1002/aur.2972.The 以下归属语言被错误地省略了:本项目由美国卫生与公众服务部(HHS)卫生资源与服务管理局(HRSA)根据自闭症干预研究网络身体健康(AIR-P)拨款支持,UT2MC39440。文中信息、内容和/或结论仅代表作者个人观点,不应被视为 HRSA、HHS 或美国政府的官方立场或政策,也不应被推断为 HRSA、HHS 或美国政府的认可。
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引用次数: 0
Prevalence of bias against neurodivergence-related terms in artificial intelligence language models 人工智能语言模型中对神经分歧相关术语的普遍偏见。
IF 4.7 2区 医学 Q1 Medicine Pub Date : 2024-01-29 DOI: 10.1002/aur.3094
Sam Brandsen, Tara Chandrasekhar, Lauren Franz, Jordan Grapel, Geraldine Dawson, David Carlson

Given the increasing role of artificial intelligence (AI) in many decision-making processes, we investigate the presence of AI bias towards terms related to a range of neurodivergent conditions, including autism, ADHD, schizophrenia, and obsessive-compulsive disorder (OCD). We use 11 different language model encoders to test the degree to which words related to neurodiversity are associated with groups of words related to danger, disease, badness, and other negative concepts. For each group of words tested, we report the mean strength of association (Word Embedding Association Test [WEAT] score) averaged over all encoders and find generally high levels of bias. Additionally, we show that bias occurs even when testing words associated with autistic or neurodivergent strengths. For example, embedders had a negative average association between words related to autism and words related to honesty, despite honesty being considered a common strength of autistic individuals. Finally, we introduce a sentence similarity ratio test and demonstrate that many sentences describing types of disabilities, for example, “I have autism” or “I have epilepsy,” have even stronger negative associations than control sentences such as “I am a bank robber.”

鉴于人工智能(AI)在许多决策过程中发挥着越来越重要的作用,我们研究了人工智能是否偏向于与自闭症、多动症、精神分裂症和强迫症(OCD)等一系列神经变异性疾病相关的词汇。我们使用 11 种不同的语言模型编码器来测试与神经多样性相关的词语在多大程度上与危险、疾病、坏处和其他负面概念相关的词语组联系在一起。对于所测试的每组词语,我们报告了所有编码器的平均关联强度(词语嵌入关联测试 [WEAT] 分数),并发现普遍存在较高程度的偏差。此外,我们还发现,即使在测试与自闭症或神经变异有关的词语时,也会出现偏差。例如,尽管诚实被认为是自闭症患者的共同优势,但嵌入者在与自闭症相关的词语和与诚实相关的词语之间却存在平均负相关。最后,我们引入了句子相似比测试,并证明许多描述残疾类型的句子,例如 "我有自闭症 "或 "我有癫痫症",甚至比 "我是银行劫匪 "等对照句子具有更强的负面关联。
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引用次数: 0
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Autism Research
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