Pub Date : 2024-05-17DOI: 10.1080/23279095.2024.2354856
Diana Bruno, Daniel Sánchez Rueda, Eugenia Lopez, Clara Pinasco, Teresa Torralva, Thomson Alfredo, Natalia Sierra Sanjurjo, María Roca
The Aggie Figures Learning Test (AFLT) is a visual memory assessment tool, which was constructed as an analog to the Rey Auditory Verbal Learning Test (RAVLT). Since the test holds close resemblance to the RAVLT, it is possible to make meaningful comparisons between these two tests. These comparisons are notably relevant in the assessment of material-specific memory impairments in epilepsy. However, the AFLT convergent validity has not yet been established.
Objective: The purpose of the present study was to demonstrate the convergent validity of the AFLT and to provide norms for an adult population ranging from 18 to 58.
Method: 140 healthy volunteers participated in the study. They ranged in age from 18 to 58 years, with 12 to 25 years of education. Subjects were assessed with a comprehensive neuropsychological battery which included the ALFT (A version) and the Rey-Osterrieth Complex Figure (ROCF).
Results: Positive correlations were found between the scores of both tests for recent memory (r = 0.606, p < 0.01), delayed free recall (r = 0.534, p < 0.01) and recognition memory (r = 0.202, p < 0.05). These results demonstrate the convergent validity of the AFLT.
Conclusions: The AFLT is a visual memory assessment tool with adequate psychometric properties, which allows a comprehensive evaluation of visual memory processes.
{"title":"Validity and norms for young adults for the Aggie Figures Learning Test.","authors":"Diana Bruno, Daniel Sánchez Rueda, Eugenia Lopez, Clara Pinasco, Teresa Torralva, Thomson Alfredo, Natalia Sierra Sanjurjo, María Roca","doi":"10.1080/23279095.2024.2354856","DOIUrl":"https://doi.org/10.1080/23279095.2024.2354856","url":null,"abstract":"<p><p>The Aggie Figures Learning Test (AFLT) is a visual memory assessment tool, which was constructed as an analog to the Rey Auditory Verbal Learning Test (RAVLT). Since the test holds close resemblance to the RAVLT, it is possible to make meaningful comparisons between these two tests. These comparisons are notably relevant in the assessment of material-specific memory impairments in epilepsy. However, the AFLT convergent validity has not yet been established.</p><p><strong>Objective: </strong>The purpose of the present study was to demonstrate the convergent validity of the AFLT and to provide norms for an adult population ranging from 18 to 58.</p><p><strong>Method: </strong>140 healthy volunteers participated in the study. They ranged in age from 18 to 58 years, with 12 to 25 years of education. Subjects were assessed with a comprehensive neuropsychological battery which included the ALFT (A version) and the Rey-Osterrieth Complex Figure (ROCF).</p><p><strong>Results: </strong>Positive correlations were found between the scores of both tests for recent memory (<i>r</i> = 0.606, <i>p</i> < 0.01), delayed free recall (<i>r</i> = 0.534, <i>p</i> < 0.01) and recognition memory (<i>r</i> = 0.202, <i>p</i> < 0.05). These results demonstrate the convergent validity of the AFLT.</p><p><strong>Conclusions: </strong>The AFLT is a visual memory assessment tool with adequate psychometric properties, which allows a comprehensive evaluation of visual memory processes.</p>","PeriodicalId":51308,"journal":{"name":"Applied Neuropsychology-Adult","volume":" ","pages":"1-7"},"PeriodicalIF":1.7,"publicationDate":"2024-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140960332","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-10DOI: 10.1080/23279095.2024.2350607
Anas R Alashram
Cognitive impairments are among the most common sequences of patients with traumatic brain injury (TBI). Computerized cognitive rehabilitation uses multimedia and informatics resources to deliver cognitive training. This review aims to investigate the effects of computerized cognitive training in patients with TBI. PubMed, SCOPUS, MEDLINE, PEDro, Web of Science, REHABDATA, and EMBASE were searched from their inception until August 2023. The methodological quality was assessed using the Cochrane Collaboration tool. After screening 461 records, a total of six studies met the specified inclusion criteria and involved 270 participants (mean age 46.91 years), 41% of whom were female. The included studies exhibited "high" quality on the Cochrane Collaboration tool. There were improvements in various cognitive domains in patients with TBI following computerized cognitive training. Computerized cognitive training is a safe intervention for patients with TBI. The evidence for the effect of computerized cognitive training on patients with TBI is promising. Combining computerized cognitive training with other interventions may yield more beneficial effects in improving cognitive function in patients with TBI than computerized cognitive training alone. Additional studies with larger sample sizes and long-term follow-up are warranted.
{"title":"Computerized cognitive rehabilitation for patients with traumatic brain injury: A systematic review of randomized controlled trials.","authors":"Anas R Alashram","doi":"10.1080/23279095.2024.2350607","DOIUrl":"https://doi.org/10.1080/23279095.2024.2350607","url":null,"abstract":"<p><p>Cognitive impairments are among the most common sequences of patients with traumatic brain injury (TBI). Computerized cognitive rehabilitation uses multimedia and informatics resources to deliver cognitive training. This review aims to investigate the effects of computerized cognitive training in patients with TBI. PubMed, SCOPUS, MEDLINE, PEDro, Web of Science, REHABDATA, and EMBASE were searched from their inception until August 2023. The methodological quality was assessed using the Cochrane Collaboration tool. After screening 461 records, a total of six studies met the specified inclusion criteria and involved 270 participants (mean age 46.91 years), 41% of whom were female. The included studies exhibited \"high\" quality on the Cochrane Collaboration tool. There were improvements in various cognitive domains in patients with TBI following computerized cognitive training. Computerized cognitive training is a safe intervention for patients with TBI. The evidence for the effect of computerized cognitive training on patients with TBI is promising. Combining computerized cognitive training with other interventions may yield more beneficial effects in improving cognitive function in patients with TBI than computerized cognitive training alone. Additional studies with larger sample sizes and long-term follow-up are warranted.</p>","PeriodicalId":51308,"journal":{"name":"Applied Neuropsychology-Adult","volume":" ","pages":"1-10"},"PeriodicalIF":1.7,"publicationDate":"2024-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140897328","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-09DOI: 10.1080/23279095.2024.2349682
C Brooks, J Berry, E A Shores, J Lunn, J Batchelor
The Brief Executive-function Assessment Tool (BEAT) was developed and validated for use in residential substance use disorder treatment settings, where participants are mostly abstinent. It is therefore unclear whether the BEAT is valid for use in outpatient settings, where participants may be actively using substances. The effects of acute intoxication and withdrawal have the potential to alter the results of the BEAT. The current study sought to establish construct and criterion validity of the BEAT in an outpatient substance use disorder sample and to detect its sensitivity to substance use over the previous 24 hours and also over the past month. A total of 74 clients of a New South Wales-based outpatient substance use disorder service participated in the current study. Construct validity was demonstrated by significant correlations between the BEAT and three performance-based tests of executive functioning. Criterion validity was established in that the BEAT discriminated between those deemed impaired or not on a criterion composite measure of executive functioning. Test operating characteristics (88% sensitivity, 69% specificity, 44% PPV, and 95% NPV) were also established relative to this composite measure as a reference standard. The BEAT was insensitive to use/abstinence over the previous 24 hours and the past month.
{"title":"Validity of the brief executive-function assessment tool in an outpatient substance use disorder setting.","authors":"C Brooks, J Berry, E A Shores, J Lunn, J Batchelor","doi":"10.1080/23279095.2024.2349682","DOIUrl":"https://doi.org/10.1080/23279095.2024.2349682","url":null,"abstract":"<p><p>The Brief Executive-function Assessment Tool (BEAT) was developed and validated for use in residential substance use disorder treatment settings, where participants are mostly abstinent. It is therefore unclear whether the BEAT is valid for use in outpatient settings, where participants may be actively using substances. The effects of acute intoxication and withdrawal have the potential to alter the results of the BEAT. The current study sought to establish construct and criterion validity of the BEAT in an outpatient substance use disorder sample and to detect its sensitivity to substance use over the previous 24 hours and also over the past month. A total of 74 clients of a New South Wales-based outpatient substance use disorder service participated in the current study. Construct validity was demonstrated by significant correlations between the BEAT and three performance-based tests of executive functioning. Criterion validity was established in that the BEAT discriminated between those deemed impaired or not on a criterion composite measure of executive functioning. Test operating characteristics (88% sensitivity, 69% specificity, 44% <i>PPV</i>, and 95% <i>NPV</i>) were also established relative to this composite measure as a reference standard. The BEAT was insensitive to use/abstinence over the previous 24 hours and the past month.</p>","PeriodicalId":51308,"journal":{"name":"Applied Neuropsychology-Adult","volume":" ","pages":"1-8"},"PeriodicalIF":1.7,"publicationDate":"2024-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140898277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-06DOI: 10.1080/23279095.2024.2341808
Vladimíra Plzáková, Josef Mana, Evžen Růžička, Tomáš Nikolai
In this study, we explored the effect of non-computerized cognitive rehabilitation in patients with Parkinson's disease in comparison with an intervention with elements of music therapy after the completion of a three-month program and one year after the end of the intervention. After the initial neuropsychological examination, the respondents were divided into two intervention groups. The experimental group (n = 26) underwent a twelve-week program of cognitive rehabilitation at a frequency of 60 minutes once a week. The control group (n = 27) underwent an intervention program with elements of music therapy at the same frequency. Respondents who underwent the cognitive rehabilitation program improved in the delayed recall from visual memory in the follow-up examination after the end of the cognitive intervention. One year after the end, the effect of cognitive rehabilitation persisted in delayed recall from visual memory and in executive mental flexibility. Cognitive rehabilitation is an effective approach to compensate for cognitive deficits in P D, but other approaches to cognitive stimulation may be equally effective.
在这项研究中,我们探讨了帕金森病患者在完成为期三个月的项目后和干预结束一年后,将非计算机化认知康复与含有音乐治疗元素的干预进行比较的效果。在初次神经心理学检查后,受访者被分为两个干预组。实验组(26 人)接受为期 12 周的认知康复训练,每周一次,每次 60 分钟。对照组(n = 27)则以同样的频率接受含有音乐疗法元素的干预计划。在认知干预结束后的随访检查中,接受认知康复计划的受访者在视觉记忆的延迟回忆方面有所改善。一年后,认知康复在视觉记忆延迟回忆和执行思维灵活性方面的效果依然存在。认知康复是弥补 P D 认知缺陷的有效方法,但其他认知刺激方法可能同样有效。
{"title":"Efficacy of non-computerized cognitive rehabilitation in Parkinson's disease: A one year follow up study.","authors":"Vladimíra Plzáková, Josef Mana, Evžen Růžička, Tomáš Nikolai","doi":"10.1080/23279095.2024.2341808","DOIUrl":"https://doi.org/10.1080/23279095.2024.2341808","url":null,"abstract":"<p><p>In this study, we explored the effect of non-computerized cognitive rehabilitation in patients with Parkinson's disease in comparison with an intervention with elements of music therapy after the completion of a three-month program and one year after the end of the intervention. After the initial neuropsychological examination, the respondents were divided into two intervention groups. The experimental group (n = 26) underwent a twelve-week program of cognitive rehabilitation at a frequency of 60 minutes once a week. The control group (n = 27) underwent an intervention program with elements of music therapy at the same frequency. Respondents who underwent the cognitive rehabilitation program improved in the delayed recall from visual memory in the follow-up examination after the end of the cognitive intervention. One year after the end, the effect of cognitive rehabilitation persisted in delayed recall from visual memory and in executive mental flexibility. Cognitive rehabilitation is an effective approach to compensate for cognitive deficits in P D, but other approaches to cognitive stimulation may be equally effective.</p>","PeriodicalId":51308,"journal":{"name":"Applied Neuropsychology-Adult","volume":" ","pages":"1-12"},"PeriodicalIF":1.7,"publicationDate":"2024-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140858946","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-01Epub Date: 2021-12-14DOI: 10.1080/23279095.2021.2011726
Justin E Karr, Monica Rivera Mindt, Grant L Iverson
This study applied a reliable change methodology to the test-retest data from the Spanish-language NIH Toolbox Cognition Battery (NIHTB-CB) normative sample. Participants included Spanish-speaking adults (n = 48; 54.2% women, 100% Latinx) evaluated twice within one to two weeks on the Spanish-language NIHTB-CB, consisting of two crystallized and five fluid cognitive tests. Test-retest means, standard deviations, and intraclass correlations were used to calculate upper and lower bounds of 70, 80, and 90% confidence intervals (CIs) around change scores, with these bounds used as cutoffs for inferring reliable change. Cutoffs were calculated for raw scores, age-adjusted standard scores (SS; M = 100, SD = 15), and demographic-adjusted T-scores (T; M = 50, SD = 10), adjusting for age, gender, and education. Test-retest change scores on the Spanish-language NIHTB-CB exceeding the following cutoffs indicate reliable change based on an 80% CI (i.e., values exceeding these cutoffs indicate greater decline or greater improvement than 90% of the sample): Dimensional Change Card Sort (SS ≥ 15/T ≥ 11), Flanker (SS ≥ 13/T ≥ 10), List Sorting (SS ≥ 13/T ≥ 9), Picture Sequence Memory (SS ≥ 14/T ≥ 9), Pattern Comparison (SS ≥ 14/T ≥ 10), Picture Vocabulary (SS ≥ 8/T ≥ 6), Oral Reading (SS ≥ 7/T ≥ 5), Fluid Cognition Composite (SS ≥ 12/T ≥ 9), Crystallized Cognition Composite (SS ≥ 6/T ≥ 5), and Total Cognition Composite (SS ≥ 8/T ≥ 7). These cutoffs are one of few resources to interpret cognitive change at retest among Spanish-speaking patients and participants.
{"title":"Interpreting reliable change on the Spanish-language NIH toolbox cognition battery.","authors":"Justin E Karr, Monica Rivera Mindt, Grant L Iverson","doi":"10.1080/23279095.2021.2011726","DOIUrl":"10.1080/23279095.2021.2011726","url":null,"abstract":"<p><p>This study applied a reliable change methodology to the test-retest data from the Spanish-language NIH Toolbox Cognition Battery (NIHTB-CB) normative sample. Participants included Spanish-speaking adults (<i>n</i> = 48; 54.2% women, 100% Latinx) evaluated twice within one to two weeks on the Spanish-language NIHTB-CB, consisting of two crystallized and five fluid cognitive tests. Test-retest means, standard deviations, and intraclass correlations were used to calculate upper and lower bounds of 70, 80, and 90% confidence intervals (CIs) around change scores, with these bounds used as cutoffs for inferring reliable change. Cutoffs were calculated for raw scores, age-adjusted standard scores (SS; <i>M</i> = 100, <i>SD</i> = 15), and demographic-adjusted T-scores (T; <i>M</i> = 50, <i>SD</i> = 10), adjusting for age, gender, and education. Test-retest change scores on the Spanish-language NIHTB-CB exceeding the following cutoffs indicate reliable change based on an 80% CI (i.e., values exceeding these cutoffs indicate greater decline or greater improvement than 90% of the sample): Dimensional Change Card Sort (SS ≥ 15/T ≥ 11), Flanker (SS ≥ 13/T ≥ 10), List Sorting (SS ≥ 13/T ≥ 9), Picture Sequence Memory (SS ≥ 14/T ≥ 9), Pattern Comparison (SS ≥ 14/T ≥ 10), Picture Vocabulary (SS ≥ 8/T ≥ 6), Oral Reading (SS ≥ 7/T ≥ 5), Fluid Cognition Composite (SS ≥ 12/T ≥ 9), Crystallized Cognition Composite (SS ≥ 6/T ≥ 5), and Total Cognition Composite (SS ≥ 8/T ≥ 7). These cutoffs are one of few resources to interpret cognitive change at retest among Spanish-speaking patients and participants.</p>","PeriodicalId":51308,"journal":{"name":"Applied Neuropsychology-Adult","volume":" ","pages":"229-237"},"PeriodicalIF":1.7,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9976799/pdf/nihms-1865772.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9638234","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-29DOI: 10.1080/23279095.2024.2348012
George K Henry
Objective: To investigate the ability of selective measures on the Wisconsin Card Sorting Test-64 (WCST-64) to predict noncredible neurocognitive dysfunction in a large sample of mild traumatic brain injury (mTBI) litigants.
Method: Participants included 114 adults who underwent a comprehensive neuropsychological examination. Criterion groups were formed based upon their performance on stand-alone measures of cognitive performance validity (PVT).
Results: Participants failing PVTs performed worse across all WCST-64 dependent variables of interest compared to participants who passed PVTs. Receiver operating curve analysis revealed that only categories completed was a significant predictors of PVT status. Multivariate logistic regression did not add to classification accuracy.
Conclusion: Consideration of noncredible executive functioning may be warranted in mild traumatic brain injury (mTBI) litigants who complete ≤ 1 category on the WCST-64.
{"title":"Ability of the Wisconsin Card-Sorting Test-64 as an embedded measure to identify noncredible neurocognitive performance in mild traumatic brain injury litigants.","authors":"George K Henry","doi":"10.1080/23279095.2024.2348012","DOIUrl":"https://doi.org/10.1080/23279095.2024.2348012","url":null,"abstract":"<p><strong>Objective: </strong>To investigate the ability of selective measures on the Wisconsin Card Sorting Test-64 (WCST-64) to predict noncredible neurocognitive dysfunction in a large sample of mild traumatic brain injury (mTBI) litigants.</p><p><strong>Method: </strong>Participants included 114 adults who underwent a comprehensive neuropsychological examination. Criterion groups were formed based upon their performance on stand-alone measures of cognitive performance validity (PVT).</p><p><strong>Results: </strong>Participants failing PVTs performed worse across all WCST-64 dependent variables of interest compared to participants who passed PVTs. Receiver operating curve analysis revealed that only categories completed was a significant predictors of PVT status. Multivariate logistic regression did not add to classification accuracy.</p><p><strong>Conclusion: </strong>Consideration of noncredible executive functioning may be warranted in mild traumatic brain injury (mTBI) litigants who complete ≤ 1 category on the WCST-64.</p>","PeriodicalId":51308,"journal":{"name":"Applied Neuropsychology-Adult","volume":" ","pages":"1-7"},"PeriodicalIF":1.7,"publicationDate":"2024-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140863170","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-27DOI: 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.
{"title":"Life in the fast lane: the role of temporal processing in risk-taking behaviors.","authors":"Ashley Schiros, Kevin M Antshel","doi":"10.1080/23279095.2024.2346553","DOIUrl":"https://doi.org/10.1080/23279095.2024.2346553","url":null,"abstract":"<p><p>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 (<i>N</i> = 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; <i>p =</i> .006) and aggressive behaviors (OR = .989; 95% CI: .980, .998; <i>p =</i> .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.</p>","PeriodicalId":51308,"journal":{"name":"Applied Neuropsychology-Adult","volume":" ","pages":"1-9"},"PeriodicalIF":1.7,"publicationDate":"2024-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140855828","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-24DOI: 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.
{"title":"Empirically derived symptom profiles in adults with attention-Deficit/hyperactivity disorder: An unsupervised machine learning approach.","authors":"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","doi":"10.1080/23279095.2024.2343022","DOIUrl":"https://doi.org/10.1080/23279095.2024.2343022","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>Participants were 382 adult outpatients (62% female; 51% non-Hispanic White) referred for neuropsychological evaluation for ADHD.</p><p><strong>Results: </strong>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 <i>d</i> = 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 (<i>χ2</i> = 5.43, <i>p</i> < .001).</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":51308,"journal":{"name":"Applied Neuropsychology-Adult","volume":" ","pages":"1-10"},"PeriodicalIF":1.7,"publicationDate":"2024-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140868851","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-22DOI: 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.
{"title":"Naming assessment in bilinguals for epilepsy surgery-adaptation and standardization of Boston Naming Test in India.","authors":"Aparna Sahu, Shivani Rajeshree, Mayuri Kalika, Sangeeta Ravat, Urvashi Shah","doi":"10.1080/23279095.2024.2343009","DOIUrl":"https://doi.org/10.1080/23279095.2024.2343009","url":null,"abstract":"<p><strong>Purpose: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":51308,"journal":{"name":"Applied Neuropsychology-Adult","volume":" ","pages":"1-8"},"PeriodicalIF":1.7,"publicationDate":"2024-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140866027","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}