{"title":"Interpreting the direct- and derived-Trail Making Test scores in Argentinian children: regression-based norms, convergent validity, test-retest reliability, and practice effects.","authors":"Vanessa Arán Filippetti, Marisel Gutierrez","doi":"10.1080/13854046.2024.2423414","DOIUrl":"10.1080/13854046.2024.2423414","url":null,"abstract":"<p><p><b>Objective:</b> We carried out two research studies (using a cross-sectional and a longitudinal design) to establish regression-based normative data, and to examine the convergent validity, the test-retest reliability, and the changes in performance with practice (1-month and 1-year interval) of the direct- and derived- (B-A, B + A, and B/A ratio) Trail Making Test (TMT) scores in Spanish-speaking children. <b>Method:</b> In S1 (<i>n</i> = 413 6- to 15-year-old children and adolescents), regression-based norming procedure and partial correlations were employed. In S2 (<i>n</i> = 110 6- to 12-year-old children), intraclass correlation coefficient (ICC<sub>2,1</sub>), Pearson's r-product-moment correlations, and paired t-tests were used. <b>Results:</b> S1 demonstrated that age was associated with better performance on both TMT-A and TMT-B. This improvement was more strongly related to direct scores than derived measures B-A and B/A. Additionally, TMT-B was found to be more related to other executive functions (EF) compared to the performance of TMT-A. Among the derived scores, only the B-A was related primarily to cognitive flexibility, while the B + A index was associated with most EF, suggesting a general measure of cognitive functioning. In S2, fair to good test-retest reliability coefficients were found at Time 2 for TMT-A and TMT-B, as well as the B + A index, both in 6 to 8-year-olds (ICCs .61 to .74) and 9 to 12-year-olds (ICCs .53 to .65). There was a significant increase in performance on TMT-A and TMT-B from the first assessment (Time 1) to the follow-up testing at Time 2 in older children. However, this significant improvement was not observed for TMT-B in the younger group. Test scores on the TMT direct measures improved significantly across 1-year. The B-A and B/A ratio scores did not change across examinations. <b>Conclusions:</b> These findings have important implications for assessing EF and developing interventions that target cognitive flexibility in pediatric populations.</p>","PeriodicalId":55250,"journal":{"name":"Clinical Neuropsychologist","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142591058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Enhanced detection of suboptimal effort in psychoeducational assessments for dyslexia.","authors":"Allyson G Harrison, Nathaniel Davin, Beth Pollock","doi":"10.1080/13854046.2024.2422139","DOIUrl":"https://doi.org/10.1080/13854046.2024.2422139","url":null,"abstract":"<p><p><b>Objective</b>: Although performance validity tests (PVTs) are routinely administered in neuropsychological evaluations, they are employed less frequently in assessments for specific learning disabilities such as dyslexia, likely due, at least in part, to the limited availability of PVTs to evaluate effort on measures of academic achievement. This is troubling, as previous research suggests that up to 24% of postsecondary students undergoing learning disability assessments produce noncredible test scores indicative of symptom exaggeration or low effort. This paper discusses normative data collected for the revised Dyslexia Assessment of Simulation or Honesty- Revised (DASH-R), a PVT developed specifically to identify symptom exaggeration or magnification during dyslexia testing. <b>Method:</b> We administered the DASH-R to three groups of students: honest responding controls (<i>n</i> = 48), students with documented dyslexia (<i>n</i> = 232), and students coached to simulate dyslexia (<i>n</i> = 42). Students were also administered measures of reading and processing speed. <b>Results:</b> DASH-R scores differentiated simulators from both honest responding controls and those with dyslexia. Further, ROC curve analysis showed that a composite feigning index score derived from the DASH-R could be used diagnostically to detect low effort; an optimal cut score of ≥4 on a seven-variable index yielded high specificity (≥98%) and good sensitivity (71%), with positive predictive accuracy of 86%. Creation of a 9-variable index that included errors on an additional reading test produced improved positive predictive accuracy to 96% while retaining excellent specificity (99%). <b>Conclusions:</b> The DASH-R appears to be a promising disability-specific measure for detecting feigned reading problems in young adults undergoing evaluations for dyslexia.</p>","PeriodicalId":55250,"journal":{"name":"Clinical Neuropsychologist","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142569930","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jayne Gregg, Colin Wilson, David Curran, Donncha Hanna
{"title":"Neurocognitive functioning among children and young people with Duchenne Muscular Dystrophy: A systematic review and meta-analysis.","authors":"Jayne Gregg, Colin Wilson, David Curran, Donncha Hanna","doi":"10.1080/13854046.2024.2324500","DOIUrl":"10.1080/13854046.2024.2324500","url":null,"abstract":"<p><p><b>Objective:</b> The neurocognitive aspects of DMD have received less attention than the physiological sequalae. This study conducted a systematic review and meta-analysis of available literature on the neurocognitive profile of children and young people with DMD. <b>Method:</b> Five databases (EMBASE, Medline, PsycInfo, Scopus and Web of Science) and the grey literature was searched on 27<sup>th</sup> January 2023. Eligible articles were available in English and reported neurocognitive outcomes. Neurocognitive domains reported in a comparable way across a minimum of three studies were included. The neurocognitive domains of Full-Scale IQ (FSIQ), Verbal IQ (VIQ), Performance IQ (PIQ) and Working memory (WMI) derived from Wechsler scales and receptive vocabulary ability derived from the Peabody Picture Verbal Test (PPVT) were included. A single mean meta-analysis was completed. <b>Results:</b> Relevant data was extracted and presented for 38 eligible studies; 2 of which are from grey literature. Results suggest children with DMD perform around 1SD below non-clinical norms for FSIQ, PIQ, VIQ and WMI. Unlike VIQ, scores derived from the PPVT were within the non-clinical norms. Studies were of moderate - high quality, there was significant heterogeneity and no publication bias. <b>Conclusion:</b> A systematic review of working memory has not previously been completed, it appears that children with DMD perform around 1SD below the mean, like FSIQ, PIQVIQ and WMI. The PPVT is a measure of receptive verbal ability and caution is recommended around the interchangeability of PPVT scores and the wider construct of verbal intelligence.</p>","PeriodicalId":55250,"journal":{"name":"Clinical Neuropsychologist","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140177855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Deborah C Koltai, Paula-Ann E Chin, Michael W Lutz, Victoria L Bouvé, J Wynne Taylor, Alex L Gualtieri, Joel C Morgenlander
{"title":"Neuropsychological normative standards for late career physicians.","authors":"Deborah C Koltai, Paula-Ann E Chin, Michael W Lutz, Victoria L Bouvé, J Wynne Taylor, Alex L Gualtieri, Joel C Morgenlander","doi":"10.1080/13854046.2024.2319899","DOIUrl":"10.1080/13854046.2024.2319899","url":null,"abstract":"<p><p><b>Objective:</b> In the context of an aging, vital physician workforce, there is clear value in establishing a specialized neuropsychological normative dataset for the evaluation of late career physicians practicing clinical medicine. <b>Methods:</b> Physicians aged 60 and over in active clinical practice at 3 major medical centers in North Carolina were recruited to complete a comprehensive neuropsychological test battery. <b>Results</b><i>:</i> The sample (<i>n</i> = 100) was aged 60-78. Reflecting medical school distributions for this age group, the sample was mostly male (76%) and was fairly racially homogenous (96% White). To amplify utility of the dataset, data were obtained for several measures across neurocognitive domains. Results are presented in percentile bands stratified by age and sex where needed, and regression formulas are presented for predictive precision for measures where both age and sex predicted performance. Important distinctions between our sample, the general population, and current comparative demographic norms were also confirmed. <b>Conclusions:</b> Here we present a preliminary normative dataset on a comprehensive neuropsychological test battery for late career physicians, the HEATS norms for <u>h</u>ighly <u>e</u>ducated <u>a</u>ging <u>t</u>reater<u>s.</u> These standards facilitate accurate, objective cognitive measurement as a part of clinical diagnostic and capacity evaluations. Co-norming the battery in a single, specialized sample further augments its utility in characterizing cognition. Future work to enhance the dataset to be maximally applicable across demographic groups is anticipated, as is research to explore the relationship between these standards and professional performance outcomes.</p>","PeriodicalId":55250,"journal":{"name":"Clinical Neuropsychologist","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139998271","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Naturalistic assessment of everyday multitasking in Parkinson's disease with and without mild cognitive impairment.","authors":"Maureen Schmitter-Edgecombe, Katelyn Brown, Reanne Cunningham Chilton, Nicole Whiteley, David Greeley","doi":"10.1080/13854046.2024.2325681","DOIUrl":"10.1080/13854046.2024.2325681","url":null,"abstract":"<p><p><b>Objective:</b> Multitasking is an essential part of everyday functioning often not formally assessed by traditional neuropsychological tests. Although individuals with Parkinson's disease (PD) experience both motor and cognitive difficulties, previous research has demonstrated more pronounced functional difficulties with the presence of mild cognitive impairment (PD-MCI). The current study compared individuals with PD-MCI, PD with normal cognition (PD-NC), and healthy controls on a naturalistic task of multitasking, the Day Out Task (DOT). <b>Method:</b> Participants were 38 healthy older adults (HOA), 23 individuals with PD-NC, and 15 individuals with PD-MCI. Participants completed a battery of neuropsychological tasks and the DOT. Informants also completed a self-reported questionnaire of participants' everyday executive functioning. <b>Results:</b> Compared to PD-NC and HOA, participants with PD-MCI were less accurate and efficient and took longer to complete the DOT. After controlling for motor performance, only DOT accuracy remained worse, with poorer accuracy resulted from more subtasks being left incomplete or being completed inaccurately by the PD-MCI group. DOT sequencing was a significant predictor of informant reported everyday dysexecutive symptoms. <b>Conclusions:</b> The findings highlight that individuals with PD-MCI are likely to experience difficulties completing complex everyday tasks due to both motor and cognitive impairments. Clinicians may therefore recommend strategies to support efficiency and accuracy in complex tasks of everyday functioning in treatment considerations.</p>","PeriodicalId":55250,"journal":{"name":"Clinical Neuropsychologist","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11390978/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140112268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Joseph J Boscarino, Daniel S Weitzner, Erin K Bailey, Joel E Kamper, Emily N Vanderbleek
{"title":"Utility of learning ratio scores from the Consortium to Establish a Registry for Alzheimer's Disease (CERAD) Word List Memory Test in distinguishing patterns of cognitive decline in veterans referred for neuropsychological evaluation.","authors":"Joseph J Boscarino, Daniel S Weitzner, Erin K Bailey, Joel E Kamper, Emily N Vanderbleek","doi":"10.1080/13854046.2024.2330144","DOIUrl":"10.1080/13854046.2024.2330144","url":null,"abstract":"<p><p><b>Background:</b> The Learning Ratio (LR) is a novel learning score that has shown improved utility over other learning metrics in detecting Alzheimer's disease (AD) across multiple memory tasks. However, its utility on the Consortium to Establish a Registry for Alzheimer's Disease Word List Memory Test (CERAD WLMT), a widely used list learning measure sensitive to decline in neurodegenerative disease, is unknown. The goal of the current study was to determine the utility of LR on the CERAD WLMT in differentiating between diagnostic (MiNCD vs MaNCD) and etiologic groups (VaD vs AD) in a veteran sample. <b>Methods:</b> Raw learning slope (RLS) and LR scores were examined in 168 veterans diagnosed with major neurocognitive disorder (MaNCD), mild neurocognitive disorder (MiNCD), or normal aging following neuropsychological evaluation. Patients with MaNCD were further classified by suspected etiology (i.e. microvascular disease vs AD). <b>Results:</b> Whereas RLS scores were not significantly different between MiNCD and MaNCD, LR scores were significantly different between all diagnostic groups (<i>p</i>'<i>s</i> < .05). Those with AD had lower LR scores and RLS scores compared to those with VaD (<i>p</i>'<i>s</i> < .05). LR classification accuracy was acceptable for MiNCD (AUC = .76), excellent for MaNCD (AUC = .86) and VaD (AUC = .81), and outstanding for AD (AUC = .91). Optimal cutoff scores for WLMT LR were derived from Youden's index. <b>Conclusion:</b> Results support the use of LR scores over RLS when interpreting the CERAD WLMT and highlight the clinical utility of LR in differentiating between diagnostic groups and identifying suspected etiology.</p>","PeriodicalId":55250,"journal":{"name":"Clinical Neuropsychologist","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140144725","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Stephanie J Towns, Shalom N Jaffe, Alissa M Butts, Suzanne Penna, Douglas M Whiteside
{"title":"A survey of practicum training practices in clinical neuropsychology.","authors":"Stephanie J Towns, Shalom N Jaffe, Alissa M Butts, Suzanne Penna, Douglas M Whiteside","doi":"10.1080/13854046.2024.2413575","DOIUrl":"https://doi.org/10.1080/13854046.2024.2413575","url":null,"abstract":"<p><p><b>Objective</b>: While previous survey research has focused on various training constituencies such as trainees, and postdoctoral/internship supervisors, no previous survey research has examined the needs and perspectives of practicum level supervisors and training programs. This study was designed to address this limitation. These results were used in forming the North American Association of Practicum Sites in Neuropsychology (NAPSN). <b>Method:</b> A 41-item survey was developed and distributed to practicum supervisors across the United States and Canada <i>via</i> listserv. A total of 142 supervisors completed the survey; the majority were employed at academic medical centers (62%) and located in the U.S. (93%). Most participants evaluated adults (61%), while a minority evaluated children (27%), or patients across the lifespan (12%). <b>Results:</b> Most respondents supervise one (44%) or two (26%) students per year and prefer advanced trainees (>90%). The majority (78%) indicated students see one case per week. The number of clinical contact hours and reports varied based on location (U.S. vs. Canada) and population (adult vs. pediatric). Supervisors found professional papers and publicly available didactics to be the most helpful resources. Commonly endorsed needs included help with policies and procedures (53%), supervising trainees from underrepresented groups (49%) and nontraditional backgrounds (44%), and access to didactics (49%). <b>Conclusions:</b> The survey provided insights into current practices and the needs of practicum supervisors. These findings will inform NAPSN's development of materials and policies to support trainees and supervisors and can guide other professionals in supporting their practicum trainees as they navigate training in neuropsychology.</p>","PeriodicalId":55250,"journal":{"name":"Clinical Neuropsychologist","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142559518","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
John-Christopher A Finley, Anthony D Robinson, Brian M Cerny, Gabriel P Ovsiew, Neil H Pliskin, Matthew Calamia, Devin M Ulrich, Matthew S Phillips, Jason R Soble
{"title":"Examining the utility of the BAARS-IV scales as embedded symptom validity indicators for adult attention-deficit/hyperactivity disorder evaluations.","authors":"John-Christopher A Finley, Anthony D Robinson, Brian M Cerny, Gabriel P Ovsiew, Neil H Pliskin, Matthew Calamia, Devin M Ulrich, Matthew S Phillips, Jason R Soble","doi":"10.1080/13854046.2024.2420376","DOIUrl":"https://doi.org/10.1080/13854046.2024.2420376","url":null,"abstract":"<p><p><b>Objective:</b> This study investigated whether extreme cut-scores on the Barkley Adult Attention-Deficit/Hyperactivity Disorder (ADHD) Rating Scale-Fourth Edition (BAARS-IV) self-report scales could serve as symptom overreporting indicators in adult ADHD evaluations. <b>Method:</b> The sample consisted of 162 adults who underwent a neuropsychological evaluation for ADHD. Patients were classified into valid (<i>n</i> = 115) and invalid (<i>n</i> = 47) groups based on multiple criterion symptom validity tests. <b>Results:</b> Overreporting cut-scores identified for each of the BAARS-IV scales demonstrated acceptable classification accuracy or better. The Current Total scale yielded the highest classification accuracy (area under the curve of .83). An optimal raw cut-score of ≥56 for this scale yielded 47% sensitivity when upholding ≥90% specificity. A cut-score of ≥31 for the Current Inattention scale (90% specificity; 47% sensitivity) and ≥29 for the Current Sluggish Cognitive Tempo scale (88% specificity; 46% sensitivity) were also relatively strong indicators of overreporting. The Current Total and Current Sluggish Cognitive Tempo scales captured nonredundant aspects of symptom validity, and using them together increased sensitivity to 57% while maintaining ≥90% specificity. <b>Conclusions:</b> Findings provide preliminary support for the criterion and construct validity of extreme cut-scores on the BAARS-IV Current Sluggish Cognitive Tempo, Current Inattention, and Current Total scales as indicators of ADHD symptom overreporting. However, employing the cut-scores from the Current Sluggish Cognitive Tempo (≥29) and Current Total (≥56) together may be the most promising way to detect overreporting. Scores above both of these cut-points should, at a minimum, prompt further investigation into the validity of a patient's reported symptoms.</p>","PeriodicalId":55250,"journal":{"name":"Clinical Neuropsychologist","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142513288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Carolina A Gattei, Franco J Ferrante, Bárbara Sampedro, Lucas Sterpin, Valeria Abusamra, Lorena Abusamra, Paola Andrea Cañataro, Adolfo M García
{"title":"Semantic memory navigation in HIV: Conceptual associations and word selection patterns.","authors":"Carolina A Gattei, Franco J Ferrante, Bárbara Sampedro, Lucas Sterpin, Valeria Abusamra, Lorena Abusamra, Paola Andrea Cañataro, Adolfo M García","doi":"10.1080/13854046.2024.2417844","DOIUrl":"10.1080/13854046.2024.2417844","url":null,"abstract":"<p><p><b>Objective:</b> This proof-of-concept study aimed to characterize semantic memory profiles in individuals with human immunodeficiency virus (HIV) and mild neurocognitive impairment. <b>Method:</b> Using a semantic relatedness task, we explored conceptual association and word selection patterns in people living with HIV (PLWH; <i>n</i> = 50) relative to people living without HIV (<i>n</i> = 46). We also studied whether word selection patterns in the PLWH group were associated with working memory capacity, cognitive flexibility and inhibitory control. <b>Results:</b> While accuracy did not differ between groups, PLWH produced significantly longer responses than controls (<i>r</i> = .32), with fewer hypernyms (<i>d</i> = .47), more troponyms (<i>r</i> = .37), and words that were more frequent (<i>r</i> = .39) and had more phonological neighbors (<i>r</i> = .22). These patterns survived covariation with participants' cognitive status. None of these patterns correlated with measures of working memory, cognitive flexibility, inhibitory control or viral load (all correlation coefficients <i><</i> .36). <b>Conclusions:</b> Together, these results suggest that PLWH might use alternative word finding strategies during semantic memory navigation, irrespective of the severity of other cognitive symptoms. Such findings contribute to the characterization of cognitive deficits in HIV and to the search for novel markers of the condition.</p>","PeriodicalId":55250,"journal":{"name":"Clinical Neuropsychologist","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142513290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Machine learning-based screening for outpatients with dementia using drawing features from the clock drawing test.","authors":"Akira Masuo, Junpei Kubota, Katsuhiko Yokoyama, Kaori Karaki, Hiroyuki Yuasa, Yuki Ito, Jun Takeo, Takuto Sakuma, Shohei Kato","doi":"10.1080/13854046.2024.2413555","DOIUrl":"10.1080/13854046.2024.2413555","url":null,"abstract":"<p><p><b>Background and Objectives:</b> In geriatrics and dementia care, early diagnosis is crucial. We developed a dementia screening model using drawing features from clock drawing tests (CDT) and investigated the features contributing to the discrimination of dementia and its screening performance. <b>Methods:</b> This study included 129 older adults attending a dementia outpatient clinic. We obtained information on the diagnosis of dementia and CDT data from medical records and quantified 12 types of drawing features according to the Freedman scoring system. Based on the dementia diagnosis information, participants were assigned to two groups: 58 in the dementia diagnosis group and 71 in the non-diagnosis group. Using Boruta, an iterative feature selection algorithm, and a support vector machine, a machine learning method, we analyzed the drawing features contributing to dementia discrimination and evaluated discrimination performance. <b>Results:</b> Five types of drawing features were selected as contributors to discrimination, including \"numbers in the correct position,\" \"minute target number indicated,\" and \"hand in correct proportion.\" These features exhibited a discriminating sensitivity of 0.74 ± 0.16 and specificity of 0.74 ± 0.18 for detecting dementia. <b>Conclusion:</b> This study demonstrated a method for identifying individuals likely to be diagnosed with dementia among patients attending a dementia outpatient clinic using drawing features. The knowledge of drawing features contributing to dementia differentiation may assist healthcare practitioners in clinical reasoning and provide novel insights for clinical practice. In the future, we plan to develop a primary screening for dementia based on machine learning using CDT.</p>","PeriodicalId":55250,"journal":{"name":"Clinical Neuropsychologist","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142481394","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}