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      The Dyad-Adaptive Paced Auditory Serial Addition Test (DA-PASAT): Normative data and the effects of repeated testing, simulated malingering, and traumatic brain injury

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          Abstract

          The Paced Auditory Serial Addition Test (PASAT) is widely used to evaluate processing speed and executive function in patients with multiple sclerosis, traumatic brain injury, and other neurological disorders. In the PASAT, subjects listen to sequences of digits while continuously reporting the sum of the last two digits presented. Four different stimulus onset asynchronies (SOAs) are usually tested, with difficulty increasing as SOAs are reduced. Ceiling effects are common at long SOAs, while the digit delivery rate often exceeds the subject’s processing capacity at short SOAs, causing some subjects to stop performing altogether. In addition, subjects may adopt an “alternate answer” strategy at short SOAs, which reduces the test’s demands on working-memory and processing speed. Consequently, studies have shown that the number of dyads (consecutive correct answers) is a more sensitive measure of PASAT performance than the overall number of correct sums. Here, we describe a 2.5-minute computerized test, the Dyad-Adaptive PASAT (DA-PASAT), where SOAs are adjusted with a 2:1 staircase, decreasing after each pair of correct responses and increasing after misses. Processing capacity is reflected in the minimum SOA (minSOA) achieved in 54 trials. Experiment 1 gathered normative data in two large populations: 1617 subjects in New Zealand ranging in age from 18 to 65 years, and 214 Californians ranging in age from 18 to 82 years. Minimum SOAs were influenced by age, education, and daily hours of computer-use. Minimum SOA z-scores, calculated after factoring out the influence of these factors, were virtually identical in the two control groups, as were response times (RTs) and dyad ratios (the proportion of hits occurring in dyads). Experiment 2 measured the test-retest reliability of the DA-PASAT in 44 young subjects who underwent three test sessions at weekly intervals. High intraclass correlation coefficients (ICCs) were found for minSOAs (0.87), response times (0.76), and dyad ratios (0.87). Performance improved across test sessions for all measures. Experiment 3 investigated the effects of simulated malingering in 50 subjects: 42% of simulated malingerers produced abnormal (p< 0.05) minSOA z-scores. Simulated malingerers with abnormal scores were distinguished with 87% sensitivity and 69% specificity from control subjects with abnormal scores by excessive differences between training performance and the actual test. Experiment 4 investigated patients with traumatic brain injury (TBI): patients with mild TBI performed within the normal range while patients with severe TBI showed deficits. The DA-PASAT reduces the time and stress of PASAT assessment while gathering sensitive measures of dyad processing that reveal the effects of aging, malingering, and traumatic brain injury on performance.

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          The Rao's Brief Repeatable Battery and Stroop Test: normative values with age, education and gender corrections in an Italian population.

          The Brief Repeatable Battery of Neuropsychological Tests (BRB) is by far the most widely used instrument to estimate cognitive dysfunction in multiple sclerosis (MS) patients. However, the paucity of normative data currently limits its applicability. We administered the BRB to 200 healthy subjects to obtain normative values. Moreover, we assessed the influence of demographic factors on the test scores and calculated corrections for these relevant factors. To test executive functions not explored by the BRB, we also included the Stroop word-color task (ST). Higher educational level was associated with better performance on all the tests, except for the world list generation (WLG) and the ST, considering version A, and on Symbol Digit Modalities Test (SDMT), Paced Auditory Serial Addition Test (PASAT) and Selective Reminding Test-Delayed (SRT-D), considering version B. Females performed better than males on the WLG considering version A, and on the SRT-Long-Term Storage (SRT-LTS) and SRT-Consistent Long-Term Retrieval (SRT-CLTR) considering version B. Increasing age was associated with worse performance on the ST in version A, and on the SRT-LTS, SRT-CLTR and WLG in version B. Our data can improve the applicability of the BRB for both clinical and research purposes.
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            Improving digit span assessment of short-term verbal memory.

            We measured digit span (DS) in two experiments that used computerized presentation of randomized auditory digits with performance-adapted list length adjustment. A new mean span (MS) metric of DS was developed that showed reduced variance, improved test-retest reliability, and higher correlations with the results of other neuropsychological test results when compared to traditional DS measures. The MS metric also enhanced the sensitivity of forward versus backward span comparisons, enabled the development of normative performance criteria with subdigit precision, and elucidated changes in DS performance with age and education level. Computerized stimulus delivery and improved scoring metrics significantly enhance the precision of DS assessments of short-term verbal memory.
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              Factors influencing the latency of simple reaction time

              Simple reaction time (SRT), the minimal time needed to respond to a stimulus, is a basic measure of processing speed. SRTs were first measured by Francis Galton in the 19th century, who reported visual SRT latencies below 190 ms in young subjects. However, recent large-scale studies have reported substantially increased SRT latencies that differ markedly in different laboratories, in part due to timing delays introduced by the computer hardware and software used for SRT measurement. We developed a calibrated and temporally precise SRT test to analyze the factors that influence SRT latencies in a paradigm where visual stimuli were presented to the left or right hemifield at varying stimulus onset asynchronies (SOAs). Experiment 1 examined a community sample of 1469 subjects ranging in age from 18 to 65. Mean SRT latencies were short (231, 213 ms when corrected for hardware delays) and increased significantly with age (0.55 ms/year), but were unaffected by sex or education. As in previous studies, SRTs were prolonged at shorter SOAs and were slightly faster for stimuli presented in the visual field contralateral to the responding hand. Stimulus detection time (SDT) was estimated by subtracting movement initiation time, measured in a speeded finger tapping test, from SRTs. SDT latencies averaged 131 ms and were unaffected by age. Experiment 2 tested 189 subjects ranging in age from 18 to 82 years in a different laboratory using a larger range of SOAs. Both SRTs and SDTs were slightly prolonged (by 7 ms). SRT latencies increased with age while SDT latencies remained stable. Precise computer-based measurements of SRT latencies show that processing speed is as fast in contemporary populations as in the Victorian era, and that age-related increases in SRT latencies are due primarily to slowed motor output.
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                Author and article information

                Contributors
                Role: ConceptualizationRole: Formal analysisRole: Funding acquisitionRole: MethodologyRole: Project administrationRole: ResourcesRole: SoftwareRole: SupervisionRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: InvestigationRole: Writing – original draftRole: Writing – review & editing
                Role: Data curationRole: Formal analysisRole: MethodologyRole: SoftwareRole: VisualizationRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: MethodologyRole: SoftwareRole: VisualizationRole: Writing – review & editing
                Role: ConceptualizationRole: Funding acquisitionRole: Project administrationRole: ResourcesRole: SupervisionRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                20 April 2018
                2018
                : 13
                : 4
                : e0178148
                Affiliations
                [1 ] Human Cognitive Neurophysiology Laboratory, VANCHCS, Martinez, California, United States of America
                [2 ] UC Davis Department of Neurology, Sacramento, California, United States of America
                [3 ] Center for Neurosciences, UC Davis, Davis, California, United States of America
                [4 ] UC Davis Center for Mind and Brain, Davis, California, United States of America
                [5 ] NeuroBehavioral Systems, Inc., Berkeley, California, United States of America
                [6 ] Alzheimer’s Disease Center, Davis, California, United States of America
                Instituto Cajal-CSIC, SPAIN
                Author notes

                Competing Interests: David Woods and John Wyma are affiliated with NeuroBehavioral Systems, Inc., the developers of Presentation ® software that was used to create these experiments. Their affiliation with NBS does not alter our adherence to the data sharing policies of PLoS ONE.

                Author information
                http://orcid.org/0000-0002-8804-3587
                Article
                PONE-D-16-23507
                10.1371/journal.pone.0178148
                5909896
                29677192
                6a696c64-d821-4fa8-805f-9f206554edfe

                This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.

                History
                : 11 June 2016
                : 24 November 2017
                Page count
                Figures: 6, Tables: 3, Pages: 29
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/100000738, U.S. Department of Veterans Affairs;
                Award ID: CX000583
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100000738, U.S. Department of Veterans Affairs;
                Award ID: CX001000
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100000066, National Institute of Environmental Health Sciences;
                Award ID: R01ES014038
                This research was supported by a VA Research and Development Grants grant CX000583 and CX001000 to DLW and by R01ES014038 from the National Institute of Environmental Health Sciences to Michael Bates. Neurobehavioral Systems (NBS), Inc. provided salary support for authors DLW and JMW, but NBS did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. The specific roles of these authors are articulated in the ‘author contributions’ section. The content is solely the responsibility of the authors and does not necessarily represent the official views of Department of Veterans Affairs or the U.S. Government.
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                The minimal underlying data set necessary for replication of this study is available in Figshare at the following URL: https://figshare.com/articles/Final_data_from_DA-PASAT/5046799.

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