{"title":"Item-Level Analysis of Category Fluency Test Performance: A Systematic Review and Meta-Analysis of Studies of Normal and Neurologically Abnormal Ageing.","authors":"Matteo De Marco, Laura M Wright, Elena Makovac","doi":"10.1007/s11065-024-09657-z","DOIUrl":"https://doi.org/10.1007/s11065-024-09657-z","url":null,"abstract":"<p><p>While Category Fluency (CF) is widely used to help profile semantic memory, item-level scoring (ILS) approaches to this test have been proposed to obtain indices that are less influenced by non-semantic supportive functions. We systematically reviewed the literature to test the hypotheses that (1) compared with healthy adults, individuals with a clinical diagnosis suggestive of neurodegeneration generate words of lower semantic complexity; (2) compared with young adults, older adults generate words of higher semantic complexity. We searched six databases (date of search: 8 December 2023) for studies that relied on CF and ILS methods, in normal ageing and in age-associated neurodegeneration. Thirty-four studies were shortlisted: 27 on neurodegenerative conditions; 7 on normal ageing. Risk of bias was evaluated via a published checklist. Data were presented via qualitative synthesis. Most studies reported words of lower semantic complexity in relation to at least one item-level feature in individuals with mild cognitive impairment (MCI), Alzheimer's dementia (AD), and other neurodegenerative diseases. Post-hoc meta-analyses focussing on the MCI/AD continuum confirmed an effect on words' frequency (385 MCI/AD individuals and 350 controls; Hedges's G = 0.59) and age-of-acquisition (193 MCI/AD individuals and 161 controls; Hedges's G = - 1.51). Studies on normal ageing, conversely, failed to demonstrate any overall effect. Most studies on MCI and AD have not relied on neurobiological diagnostic criteria. Moreover, only a small number of studies analysed ILS controlling for quantitative CF performance. Despite these two limitations, this study suggests that ILS can contribute to an in-depth characterisation of semantic memory in neurological ageing.</p>","PeriodicalId":49754,"journal":{"name":"Neuropsychology Review","volume":" ","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143014729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Agostino Stanzione, Francesco Maria Melchiori, Alberto Costa, Carla Leonardi, Francesco Scalici, Carlo Caltagirone, Giovanni Augusto Carlesimo
{"title":"Dopaminergic Treatment and Episodic Memory in Parkinson's Disease: A Meta-analysis of the Literature.","authors":"Agostino Stanzione, Francesco Maria Melchiori, Alberto Costa, Carla Leonardi, Francesco Scalici, Carlo Caltagirone, Giovanni Augusto Carlesimo","doi":"10.1007/s11065-024-09656-0","DOIUrl":"https://doi.org/10.1007/s11065-024-09656-0","url":null,"abstract":"<p><p>To date, few studies have focused on the benefits of dopaminergic treatment on episodic memory functions in patients affected by Parkinson's disease (PD). We conducted a meta-analysis to determine the effects of pharmacological therapy with dopamine in alleviating episodic memory deficits in Parkinson's patients. A secondary aim was to evaluate the role of dopamine in episodic memory circuits and thus in different memory systems. We conducted a comprehensive literature search in PubMed (1971-2022) to find studies that met specific inclusion criteria. The studies had to provide sufficient data (means and standard deviations) to evaluate performance on neuropsychological tests of episodic memory. A total of k = 36 measures were included in the analysis. A statistically significant difference suggested better performance following dopaminergic therapy assumption (ON condition) than following dopaminergic withdrawal (OFF condition), specifically the estimated pooled effect calculated through a random-effects restricted maximum likelihood model was log ratio of means (RoM) = 0.047 (p = 0.011). The back-transformed RoM, indicating a 4.8% improvement, provides an interpretable measure of the effect size, as it reflects the multiplicative change in performance associated with the ON condition. A meta-regression analysis was also performed to assess the influence of specific memory tasks and relevant covariates/factors on the overall meta-analytic effect: four memory contrasts (verbal/visual, immediate/delayed, recall/recognition, word-list/short-story), age of participants, years of education, severity of illness, duration of illness in years, country of study, proportion of women in the sample, type of medication, counterbalancing. Word list/short story and proportion of women in the sample were the only two statistically significant predictors in the model, both associated with a positive higher pooled effect size. The present study revealed a significant overall difference between the results obtained in the ON and OFF conditions. We also found a significantly greater pharmacological effect in the recall of short stories than word lists, which supports the hypothesis of a beneficial effect of dopamine on the hippocampal circuit rather than on prefrontal cortical areas.</p>","PeriodicalId":49754,"journal":{"name":"Neuropsychology Review","volume":" ","pages":""},"PeriodicalIF":5.4,"publicationDate":"2024-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142873317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sarah Daviddi, Gülara Yaya, Marco Sperduti, Valerio Santangelo
{"title":"A Systematic Review and Meta-analysis of the Neural Correlates of Direct vs. Generative Retrieval of Episodic Autobiographical Memory.","authors":"Sarah Daviddi, Gülara Yaya, Marco Sperduti, Valerio Santangelo","doi":"10.1007/s11065-024-09653-3","DOIUrl":"https://doi.org/10.1007/s11065-024-09653-3","url":null,"abstract":"<p><p>There is a widespread view that episodic autobiographical memories (EAMs) can be retrieved \"directly\" or \"generatively.\" However, the neural mechanisms underlying these retrieval modes have been overlooked in the literature, likely due to the difficulty of operationalizing the two notions. Here, we propose to operationalize direct vs. generative retrieval based on memory cue specificity, in terms of EAMs elicited by specific/personalized vs. generic memory cues, respectively. After completing a literature search in four databases (PubMed, Scopus, Google Scholar, Web of Science) in 2023, we performed a multilevel kernel density analysis (MKDA) to directly compare activations from 32 neuroimaging studies investigating these two EAM retrieval modalities with the above memory cue distinction. Both direct and generative retrieval showed common activations of the left hippocampus, bilateral angular gyrus, and posterior cingulate cortex. The direct vs. generative comparison revealed the activation of a brain circuit comprising the anterior and posterior cortical midline, the left angular gyrus, and the right cerebellum. Previous literature suggests that these regions play a role in self-referential processes, indicating that direct access to EAMs may be supported by the recruitment of self-related neural resources that facilitate the retrieval of personal memories. Conversely, generative vs. direct MKDA revealed the activation of the ventromedial prefrontal cortex. As this region has been previously associated with schematic memory, its involvement may emphasize the \"constructive\" nature of generative EAM retrieval. Overall, the current findings extend the previous literature by providing the neurobiological foundation of direct and generative EAM retrieval.</p>","PeriodicalId":49754,"journal":{"name":"Neuropsychology Review","volume":" ","pages":""},"PeriodicalIF":5.4,"publicationDate":"2024-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142802865","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Neuropsychology ReviewPub Date : 2024-12-01Epub Date: 2023-11-13DOI: 10.1007/s11065-023-09625-z
Alexandra Davies, Jeffrey M Rogers, Katharine Baker, Lily Li, Joshua Llerena, Roshan das Nair, Dana Wong
{"title":"Combined Cognitive and Psychological Interventions Improve Meaningful Outcomes after Acquired Brain Injury: A Systematic Review and Meta-Analysis.","authors":"Alexandra Davies, Jeffrey M Rogers, Katharine Baker, Lily Li, Joshua Llerena, Roshan das Nair, Dana Wong","doi":"10.1007/s11065-023-09625-z","DOIUrl":"10.1007/s11065-023-09625-z","url":null,"abstract":"<p><p>Interventions addressing cognitive and emotional difficulties after acquired brain injury (ABI) often focus on specific impairments in cognition or mood. These interventions can be effective at addressing their specific target, but do not routinely translate to improved activity and participation outcomes. Approaches that combine cognitive and psychological rehabilitation are increasingly popular; however, to date, there have been no systematic evaluations of their efficacy. We conducted a systematic review of five databases, searching for randomised controlled trials of adults with diagnoses of non-progressive ABI at least 1-month post injury, in receipt of interventions that combined cognitive and psychological components compared to any control. Screening and data extraction were evaluated by two independent reviewers using a standardised protocol. Effect sizes were calculated using Hedge's g and estimated using a random-effects model. Risk of bias was assessed using the PEDro-P rating system, and quality of evidence evaluated using the grading of recommendation, assessment, development and evaluation (GRADE) approach. Thirteen studies were included in the meta-analysis (n = 684). There was an overall small-to-medium effect (g = 0.42) for combined interventions compared with controls, with gains maintained at 6-month follow-up. Improvements were observed at the level of impairment, activity, participation and quality of life. GRADE ratings and analyses investigating sensitivity, heterogeneity and publication bias indicated that these effects were robust. No a priori variables moderated these effects. Overall, this review provides strong evidence that combined cognitive and psychological interventions create meaningful change in the lives of people with ABI.</p>","PeriodicalId":49754,"journal":{"name":"Neuropsychology Review","volume":" ","pages":"1095-1114"},"PeriodicalIF":5.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11606985/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89720261","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Neuropsychology ReviewPub Date : 2024-12-01Epub Date: 2023-11-30DOI: 10.1007/s11065-023-09624-0
Dana Wong, Kerryn Pike, Rene Stolwyk, Kelly Allott, Jennie Ponsford, Adam McKay, Wendy Longley, Pascalle Bosboom, Antoinette Hodge, Glynda Kinsella, Loren Mowszowski
{"title":"Delivery of Neuropsychological Interventions for Adult and Older Adult Clinical Populations: An Australian Expert Working Group Clinical Guidance Paper.","authors":"Dana Wong, Kerryn Pike, Rene Stolwyk, Kelly Allott, Jennie Ponsford, Adam McKay, Wendy Longley, Pascalle Bosboom, Antoinette Hodge, Glynda Kinsella, Loren Mowszowski","doi":"10.1007/s11065-023-09624-0","DOIUrl":"10.1007/s11065-023-09624-0","url":null,"abstract":"<p><p>Delivery of neuropsychological interventions addressing the cognitive, psychological, and behavioural consequences of brain conditions is increasingly recognised as an important, if not essential, skill set for clinical neuropsychologists. It has the potential to add substantial value and impact to our role across clinical settings. However, there are numerous approaches to neuropsychological intervention, requiring different sets of skills, and with varying levels of supporting evidence across different diagnostic groups. This clinical guidance paper provides an overview of considerations and recommendations to help guide selection, delivery, and implementation of neuropsychological interventions for adults and older adults. We aimed to provide a useful source of information and guidance for clinicians, health service managers, policy-makers, educators, and researchers regarding the value and impact of such interventions. Considerations and recommendations were developed by an expert working group of neuropsychologists in Australia, based on relevant evidence and consensus opinion in consultation with members of a national clinical neuropsychology body. While the considerations and recommendations sit within the Australian context, many have international relevance. We include (i) principles important for neuropsychological intervention delivery (e.g. being based on biopsychosocial case formulation and person-centred goals); (ii) a description of clinical competencies important for effective intervention delivery; (iii) a summary of relevant evidence in three key cohorts: acquired brain injury, psychiatric disorders, and older adults, focusing on interventions with sound evidence for improving activity and participation outcomes; (iv) an overview of considerations for sustainable implementation of neuropsychological interventions as 'core business'; and finally, (v) a call to action.</p>","PeriodicalId":49754,"journal":{"name":"Neuropsychology Review","volume":" ","pages":"985-1047"},"PeriodicalIF":5.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11607021/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138463975","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Neuropsychology ReviewPub Date : 2024-12-01Epub Date: 2023-10-26DOI: 10.1007/s11065-023-09621-3
Jacob D Kraft, Benjamin M Hampstead
{"title":"A Systematic Review of tACS Effects on Cognitive Functioning in Older Adults Across the Healthy to Dementia Spectrum.","authors":"Jacob D Kraft, Benjamin M Hampstead","doi":"10.1007/s11065-023-09621-3","DOIUrl":"10.1007/s11065-023-09621-3","url":null,"abstract":"<p><p>Transcranial alternating current stimulation (tACS) is a form of noninvasive brain stimulation that has experienced rapid growth within the aging population over the past decade due to its potential for modulating cognitive functioning across the \"intact\" to dementia spectrum. For this reason, we performed a systematic review of the literature to evaluate the efficacy of tACS on cognitive functioning in older adults, including those with cognitive impairment. Our review was completed in June 2023 using Psych INFO, Embase, PubMed, and Cochrane databases. Out of 479 screened articles, 21 met inclusion criteria and were organized according to clinical diagnoses. Seven out of nine studies targeted cognitively intact older adults and showed some type of cognitive improvement after stimulation, whereas nine out of twelve studies targeted clinical diagnoses and showed improved cognitive performance to varying degrees. Studies showed considerable heterogeneity in methodology, stimulation parameters, participant characteristics, choice of cognitive task, and analytic strategy, all of which reinforce the need for standardized reporting of tACS methods. Through this heterogeneity, multiple patterns are described, such as disease progression influencing tACS effects and the need for individualized tailoring. For clinical translation, it is imperative that the field (a) better understand the physiological effects of tACS in these populations, especially in respect to biomarkers, (b) document a causal relationship between tACS delivery and neurophysiological/cognitive effects, and (c) systematically establish dosing parameters (e.g., amplitude, stimulation frequency, number and duration of sessions, need for booster/maintenance sessions).</p>","PeriodicalId":49754,"journal":{"name":"Neuropsychology Review","volume":" ","pages":"1165-1190"},"PeriodicalIF":5.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11045666/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50163432","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Neuropsychology ReviewPub Date : 2024-12-01Epub Date: 2023-10-27DOI: 10.1007/s11065-023-09619-x
Stephanie N Steinberg, Tricia Z King
{"title":"Within-Individual BOLD Signal Variability and its Implications for Task-Based Cognition: A Systematic Review.","authors":"Stephanie N Steinberg, Tricia Z King","doi":"10.1007/s11065-023-09619-x","DOIUrl":"10.1007/s11065-023-09619-x","url":null,"abstract":"<p><p>Within-individual blood oxygen level-dependent (BOLD) signal variability, intrinsic moment-to-moment signal fluctuations within a single individual in specific voxels across a given time course, is a relatively new metric recognized in the neuroimaging literature. Within-individual BOLD signal variability has been postulated to provide information beyond that provided by mean-based analysis. Synthesis of the literature using within-individual BOLD signal variability methodology to examine various cognitive domains is needed to understand how intrinsic signal fluctuations contribute to optimal performance. This systematic review summarizes and integrates this literature to assess task-based cognitive performance in healthy groups and few clinical groups. Included papers were published through October 17, 2022. Searches were conducted on PubMed and APA PsycInfo. Studies eligible for inclusion used within-individual BOLD signal variability methodology to examine BOLD signal fluctuations during task-based functional magnetic resonance imaging (fMRI) and/or examined relationships between task-based BOLD signal variability and out-of-scanner behavioral measure performance, were in English, and were empirical research studies. Data from each of the included 19 studies were extracted and study quality was systematically assessed. Results suggest that variability patterns for different cognitive domains across the lifespan (ages 7-85) may depend on task demands, measures, variability quantification method used, and age. As neuroimaging methods explore individual-level contributions to cognition, within-individual BOLD signal variability may be a meaningful metric that can inform understanding of neurocognitive performance. Further research in understudied domains/populations, and with consistent quantification methods/cognitive measures, will help conceptualize how intrinsic BOLD variability impacts cognitive abilities in healthy and clinical groups.</p>","PeriodicalId":49754,"journal":{"name":"Neuropsychology Review","volume":" ","pages":"1115-1164"},"PeriodicalIF":5.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54231911","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Neuropsychology ReviewPub Date : 2024-12-01Epub Date: 2023-11-17DOI: 10.1007/s11065-023-09616-0
Renelle Bourdage, Pauline Narme, Raquel Neeskens, Janne Papma, Sanne Franzen
{"title":"An Evaluation of Cross-Cultural Adaptations of Social Cognition Testing: A Systematic Review.","authors":"Renelle Bourdage, Pauline Narme, Raquel Neeskens, Janne Papma, Sanne Franzen","doi":"10.1007/s11065-023-09616-0","DOIUrl":"10.1007/s11065-023-09616-0","url":null,"abstract":"<p><p>Social cognition remains one of the most difficult cognitive domains to assess in diverse populations due to a lack of culturally appropriate tools. This study systematically reviewed literature on neuropsychological tests for social cognition that have been translated, adapted, are cross-cultural, or are assembled for diverse, specifically \"Global South,\" populations. The aim was to identify assessments appropriate for diverse populations, outline and evaluate their methodological approaches, and provide procedural recommendations for future research. The PRISMA systematic review search strategy produced 10,957 articles, of which 287 were selected for full-text screening. The study had to include a neuropsychological assessment of social cognition. The full text of the resulting 287 articles was then screened; the study had to include a translated, adapted, cross-cultural test, or an assembled test for Global South populations. Eighty-four articles were included in this study: 24 for emotion recognition, 45 for theory of mind, 9 for moral reasoning, and six for social cognition in general. Overall, there were 31 translations, 27 adaptations, 14 cross-cultural tests, and 12 assembled tests for Global South populations. Regarding quality, 35 were of low quality, 27 were of moderate quality, and 22 were high quality. This study provides an overview of social cognition tests modified or assembled for diverse populations and gives examples of methodological procedures. It highlights the variability in procedure quality and provides possible reasons for this variability. Finally, it suggests a need to report rigorous modification and assembly procedure in order to have modified and assembled social cognition tests appropriate for diverse populations.</p>","PeriodicalId":49754,"journal":{"name":"Neuropsychology Review","volume":" ","pages":"1048-1094"},"PeriodicalIF":5.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136400038","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Stephen L Aita, Victor A Del Bene, Donald L Knapp, Claire E Demming, Vasilios C Ikonomou, Tyler Owen, Ivan A Campbell, Bailey N Wagaman, Nicholas C Borgogna, Joshua E Caron, Robert M Roth, Benjamin D Hill
{"title":"Cognitive Intra-individual Variability in Cognitively Healthy APOE ε4 Carriers, Mild Cognitive Impairment, and Alzheimer's Disease: a Meta-analysis.","authors":"Stephen L Aita, Victor A Del Bene, Donald L Knapp, Claire E Demming, Vasilios C Ikonomou, Tyler Owen, Ivan A Campbell, Bailey N Wagaman, Nicholas C Borgogna, Joshua E Caron, Robert M Roth, Benjamin D Hill","doi":"10.1007/s11065-024-09654-2","DOIUrl":"https://doi.org/10.1007/s11065-024-09654-2","url":null,"abstract":"<p><p>Intra-individual variability (IIV) quantifies an individual's scatter in performances across a test battery (dispersion) or across reaction times within a single task (consistency). No studies have meta-analyzed the cross-sectional IIV literature in those with mild cognitive impairment (MCI) and Alzheimer's dementia (AD). An additional aim of this meta-analysis was to examine IIV in APOE ε4 + healthy control (HC) samples. A systematic search strategy was applied to six databases (Academic Search Complete, PsycINFO, MEDLINE, CINAHL Complete, ERIC, and ProQuest Dissertations & Theses) to identify studies comparing the extent of dispersion- and consistency-based cognitive IIV between clinical (MCI, AD) and HC samples. Thirty-five studies met the inclusion criteria for our random-effects cross-sectional meta-analysis. Hedges' g was used to aggregate between-group effect sizes, with higher positive values indicating clinical > HC IIV. Meta-regression and subgroup-analyses were conducted to evaluate continuous and categorical moderator variables, respectively. Omnibus models yielded analogous moderate-strength, albeit heterogeneous, effects for dispersion and consistency (g = 0.65). Clinical severity was a robust moderator of dispersion (MCI = 0.47, AD = 1.16) and consistency (MCI = 0.51, AD = 1.31) effects. Supplemental analysis of APOE ε4 status in HCs revealed a nonsignificant trend of elevated overall (i.e., dispersion + consistency) IIV in APOE ε4 + vs. APOE ε4 - HC samples (g = 0.24). Cognitive IIV is sensitive to the presence of AD-related genetic risk as well as neurocognitive impairment across the neurocognitive disorder severity spectrum, with a graded-pattern of HC < MCI < AD samples.</p>","PeriodicalId":49754,"journal":{"name":"Neuropsychology Review","volume":" ","pages":""},"PeriodicalIF":5.4,"publicationDate":"2024-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142683471","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emma Nichols, Vahan Aslanyan, Tamare V Adrien, Ryan M Andrews, David W Fardo, Brandon E Gavett, Theone S E Paterson, Indira C Turney, Christina B Young, James O Uanhoro, Alden L Gross, For The Alzheimer's Disease Neuroimaging Initiative
{"title":"Measurement Error and Methodologic Issues in Analyses of the Proportion of Variance Explained in Cognition.","authors":"Emma Nichols, Vahan Aslanyan, Tamare V Adrien, Ryan M Andrews, David W Fardo, Brandon E Gavett, Theone S E Paterson, Indira C Turney, Christina B Young, James O Uanhoro, Alden L Gross, For The Alzheimer's Disease Neuroimaging Initiative","doi":"10.1007/s11065-024-09655-1","DOIUrl":"https://doi.org/10.1007/s11065-024-09655-1","url":null,"abstract":"<p><p>Existing studies examining the predictive ability of biomarkers for cognitive outcomes do not account for variance due to measurement error, which could lead to under-estimates of the proportion of variance explained. We used data from the Alzheimer's Disease Neuroimaging Initiative (ADNI) (N = 1084) to estimate the proportion of variance explained by Alzheimer's disease (AD) imaging biomarkers in four cognitive outcomes: memory, executive functioning, language, and visuospatial functioning. We compared estimates from standard models that do not account for measurement error, and multilevel models that do account for measurement error. We also examined estimates across diagnostic subgroups (normal, MCI, AD). Estimates of the proportion of variance explained from multilevel models accounting for measurement error were larger (e.g., for language, 9-47% vs. 7-34% under standard modeling), with relatively greater differences between standard and multilevel measurement models for cognitive outcomes that have larger measurement error variance. Heterogeneity across subgroups also emphasized the importance of sample composition. Future studies should evaluate measurement error adjustments when considerable measurement error in cognitive outcomes is suspected.</p>","PeriodicalId":49754,"journal":{"name":"Neuropsychology Review","volume":" ","pages":""},"PeriodicalIF":5.4,"publicationDate":"2024-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142683499","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}