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Moore AL, Miller TM, Moore JJ, Ledbetter C. A Real-World Data Study on the Impact of the ReadRx Cognitive Training and Reading Intervention on Cognition, Basic Reading Ability, and Psychosocial Skills for 3527 Children. Psychol Res Behav Manag 2023; 16:1195-1220. [PMID: 37095847 PMCID: PMC10121472 DOI: 10.2147/prbm.s397665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 04/11/2023] [Indexed: 04/26/2023] Open
Abstract
Background The state of reading proficiency among children in the United States continues to be a subject of concern among psychologists, teachers, parents, policy makers, and the education community at large. Despite the widespread use of curricular methods that teach basic reading skills, there remains a large percentage of children that struggle to read. Therefore, novel approaches to reading remediation should be explored. Purpose The aims of this study were to examine 1) the effect of a multicomponent cognitive and reading intervention on cognitive and reading skills; 2) the role of ADHD, age, sex, IQ score, and individual cognitive skills on the effectiveness of the ReadRx intervention; and 3) parent-reported behavioral outcomes following the ReadRx intervention. Methods The current study analyzed a large real-world dataset to examine cognitive, reading, and behavioral outcomes for struggling readers (n = 3527) who had completed 24 weeks (120 hours) of intense cognitive training integrated with a structured literacy intervention using ReadRx in a one-on-one clinic setting. Results Analyses of pretest and post-test scores showed statistically significant changes on all cognitive and reading measures including attention, visual processing, processing speed, long-term memory, working memory, reasoning, phonological awareness, Work Attack, phonetic coding, spelling, comprehension, and overall IQ score with medium to very large effect sizes. The results included an average 4.1-year gain in reading skills including a 6-year gain in phonological awareness. No differences were found based on age, sex, or ADHD status, and minimal differences were found based on pre-intervention IQ score and cognitive test scores. The study also included a qualitative thematic analysis of parent-reported behavioral outcomes revealing themes of improved cognition, academic performance, and psychosocial skills including confidence and perseverance. Conclusion Our findings were consistent with previous controlled studies on this intervention and offer an encouraging alternative instructional approach to reading remediation that aligns with the Science of Reading and includes intensive remediation of underlying cognitive skills.
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Affiliation(s)
- Amy Lawson Moore
- Department of Psychology, Gibson Institute of Cognitive Research, Colorado Springs, CO, USA
- Correspondence: Amy Lawson Moore, Gibson Institute of Cognitive Research, 5085 List Drive, Suite 200-A, Colorado Springs, CO, 80919, USA, Tel +1 719-219-0940, Email
| | - Terissa M Miller
- Department of Psychology, Gibson Institute of Cognitive Research, Colorado Springs, CO, USA
| | - Jeffrey J Moore
- Department of Psychology, Gibson Institute of Cognitive Research, Colorado Springs, CO, USA
| | - Christina Ledbetter
- Department of Psychology, Gibson Institute of Cognitive Research, Colorado Springs, CO, USA
- Department of Neurosurgery, Louisiana State University Health, Shreveport, LA, USA
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Robledo-Castro C, Castillo-Ossa LF, Corchado JM. Artificial Cognitive Systems Applied in Executive Function Stimulation and Rehabilitation Programs: A Systematic Review. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2022; 48:2399-2427. [PMID: 36185593 PMCID: PMC9516512 DOI: 10.1007/s13369-022-07292-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 09/15/2022] [Indexed: 11/11/2022]
Abstract
This article presents a systematic review of studies on cognitive training programs based on artificial cognitive systems and digital technologies and their effect on executive functions. The aim has been to identify which populations have been studied, the characteristics of the implemented programs, the types of implemented cognitive systems and digital technologies, the evaluated executive functions, and the key findings of these studies. The review has been carried out following the PRISMA protocol; five databases have been selected from which 1889 records were extracted. The articles were filtered following established criteria, to give a final selection of 264 articles that have been used for the purposes of this study in the analysis phase. The findings showed that the most studied populations were school-age children and the elderly. The most studied executive functions were working memory and attentional processes, followed by inhibitory control and processing speed. Many programs were commercial, customizable, gamified, and based on classic tasks. Some more recent initiatives have begun to incorporate user-machine interfaces, robotics, and virtual reality, although studies on their effects remain scarce. The studies recognize multiple benefits of computerized neuropsychological stimulation and rehabilitation programs for executive functions in different age groups, but there is a lack of studies in specific population sectors and with more rigorous research designs. Supplementary Information The online version contains supplementary material available at 10.1007/s13369-022-07292-5.
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Affiliation(s)
- Carolina Robledo-Castro
- Currículo, Universidad y Sociedad Research Group, Universidad del Tolima, Calle 42 1-02, 730006299 Ibagué, Colombia
- Ingeniería del Software Research Group, Universidad Autónoma de Manizales, Antigua Estación del Ferrocarril, 170001 Manizales, Colombia
| | - Luis F. Castillo-Ossa
- Ingeniería del Software Research Group, Universidad Autónoma de Manizales, Antigua Estación del Ferrocarril, 170001 Manizales, Colombia
- Inteligencia Artificial Research Group, Universidad de Caldas, Calle 65 26-10, 170002 Manizales, Colombia
- Departamento de Ingeniería Indutrial, Universidad Nacional de Colombia Sede Manizales, Campus La Nubia, 170001 Manizales, Colombia
| | - Juan M. Corchado
- BISITE Research Group, University of Salamanca, Calle Espejo s/n, 37007 Salamanca, Spain
- Air Institute, IoT Digital Innovation Hub, 37188 Salamanca, Spain
- Department of Electronics, Information and Communication, Osaka Institute of Technology, 535-8585 Osaka, Japan
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Moore AL, Miller TM, Ledbetter C. Remote vs. In-person Delivery of LearningRx One-on-One Cognitive Training During the COVID-19 Pandemic: A Non-inferiority Study. Front Psychol 2021; 12:749898. [PMID: 34777146 PMCID: PMC8586525 DOI: 10.3389/fpsyg.2021.749898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 10/06/2021] [Indexed: 11/30/2022] Open
Abstract
The COVID-19 pandemic challenged in-person delivery of cognitive training. Some clinics pivoted to remote delivery for those impacted by lockdowns, illness, or fear of exposure to the virus. However, it was unknown if remote delivery using teleconferencing technology was as effective as in-person delivery. The current study compared the outcomes of remote delivery to in-person delivery of ThinkRx cognitive training during 2020. The sample included 381 child and adult clients from 18 cognitive training centers. One group (n = 178, mean age = 12.3) received traditional in-person delivery of cognitive training. The second group (n = 203, mean age = 11.7) received remote delivery of one-on-one cognitive training via Zoom teleconferencing. Each client was assessed before and after the intervention using the Woodcock Johnson IV Tests of Cognitive Abilities. Clients completed an average of 112 h of cognitive training delivered by a clinician in 90-min sessions 3 or 4 days per week. Paired samples t-tests revealed significant differences from pretest to post-test across all constructs for both groups. After Bonferroni correction, MANOVA revealed no significant difference in changes scores between the two intervention groups on any of the subtests. With very small effect sizes, linear regression analyses indicated that age was a significant predictor of change in working memory and processing speed for the in-person group, and a significant predictor of change in overall IQ score for the teletherapy group. Non-inferiority analyses indicated remote delivery is not inferior to in-person delivery on the primary outcome measure of overall IQ score along with processing speed, fluid reasoning, long-term memory, and visual processing. Although in-person training results were slightly higher than remote training results, the current study reveals remote delivery of cognitive training during COVID-19 was a viable alternative to in-person delivery of cognitive training with little practical differences based on the age of client.
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Affiliation(s)
- Amy Lawson Moore
- Department of Psychology, Gibson Institute of Cognitive Research, Colorado Springs, CO, United States
| | - Terissa Michele Miller
- Department of Psychology, Gibson Institute of Cognitive Research, Colorado Springs, CO, United States
| | - Christina Ledbetter
- Department of Psychology, Gibson Institute of Cognitive Research, Colorado Springs, CO, United States.,Department of Neurosurgery, Louisiana State University Health Sciences Center, Shreveport, LA, United States
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Oprandi MC, Oldrati V, delle Fave M, Panzeri D, Gandola L, Massimino M, Bardoni A, Poggi G. Processing Speed and Time since Diagnosis Predict Adaptive Functioning Measured with WeeFIM in Pediatric Brain Tumor Survivors. Cancers (Basel) 2021; 13:cancers13194776. [PMID: 34638261 PMCID: PMC8508451 DOI: 10.3390/cancers13194776] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 09/20/2021] [Accepted: 09/22/2021] [Indexed: 12/31/2022] Open
Abstract
Simple Summary Brain tumor (BT) survivors show difficulties in adaptive functioning (AF) and in acquiring independence (e.g., graduating, finding employment, building strong relationships, and being independent). The aim of our observational retrospective study is to explore the contribution of different clinical and cognitive variables in explaining and predicting the AF outcomes of BT survivors, measured with the Functional Independence Measure for Children (WeeFIM). The analysis demonstrated that processing speed and time since diagnosis are the main explanatory variables. Other clinical factors, such as age at diagnosis and hydrocephalus, differentially influence functional skills according to distinct domains (i.e., self-care, mobility, and cognition). The identification of the clinical factors influencing AF could suggest targets on which to focus attention. By successfully assessing, understanding, and managing AF, it will be possible to improve its management in pediatric BT survivors. Abstract (1) Background: Brain tumor (BT) survivors show difficulties in the acquisition of developmental milestones, related to academic achievement, vocational employment, social relationships, and autonomy. The skills underlying adaptive functioning (AF) are usually damaged in BT survivors due to the presence of the brain tumor, treatment-related factors, and other neurological sequelae. In this study, we aimed to explore the contribution of different cognitive factors in children with BT to AF, considering diagnosis-related variables. (2) Methods: Standardized cognitive assessment was undertaken and clinical information was collected from a retrospective cohort of 78 children with a BT, aged between 6 and 18 year old at the time of the assessment. Regression models were computed to investigate the influence of the selected variables on daily functional skills as measured by the Functional Independence Measure for Children (WeeFIM). (3) Results: The analyses showed that the main explanatory variables are processing speed and time since diagnosis. Other clinical variables, such as age at diagnosis and hydrocephalus, differentially influence functional skills according to distinct domains (i.e., self-care, mobility, and cognition). (4) Conclusions: The main explanatory variables of AF that emerged in our models point to a potential target of improving AF management in pediatric BT survivors.
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Affiliation(s)
- Maria Chiara Oprandi
- Neuro-Oncological and Neuropsychological Rehabilitation Unit, Scientific Institute, IRCCS E. Medea, Bosisio Parini, 23842 Lecco, Italy; (V.O.); (M.d.F.); (D.P.); (A.B.); (G.P.)
- Correspondence:
| | - Viola Oldrati
- Neuro-Oncological and Neuropsychological Rehabilitation Unit, Scientific Institute, IRCCS E. Medea, Bosisio Parini, 23842 Lecco, Italy; (V.O.); (M.d.F.); (D.P.); (A.B.); (G.P.)
| | - Morena delle Fave
- Neuro-Oncological and Neuropsychological Rehabilitation Unit, Scientific Institute, IRCCS E. Medea, Bosisio Parini, 23842 Lecco, Italy; (V.O.); (M.d.F.); (D.P.); (A.B.); (G.P.)
| | - Daniele Panzeri
- Neuro-Oncological and Neuropsychological Rehabilitation Unit, Scientific Institute, IRCCS E. Medea, Bosisio Parini, 23842 Lecco, Italy; (V.O.); (M.d.F.); (D.P.); (A.B.); (G.P.)
| | - Lorenza Gandola
- Department of Medical Oncology and Hematology, Pediatrics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (L.G.); (M.M.)
| | - Maura Massimino
- Department of Medical Oncology and Hematology, Pediatrics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (L.G.); (M.M.)
| | - Alessandra Bardoni
- Neuro-Oncological and Neuropsychological Rehabilitation Unit, Scientific Institute, IRCCS E. Medea, Bosisio Parini, 23842 Lecco, Italy; (V.O.); (M.d.F.); (D.P.); (A.B.); (G.P.)
| | - Geraldina Poggi
- Neuro-Oncological and Neuropsychological Rehabilitation Unit, Scientific Institute, IRCCS E. Medea, Bosisio Parini, 23842 Lecco, Italy; (V.O.); (M.d.F.); (D.P.); (A.B.); (G.P.)
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Moore AL, Carpenter DM, James RL, Miller TM, Moore JJ, Disbrow EA, Ledbetter CR. Neuroimaging and Neuropsychological Outcomes Following Clinician-Delivered Cognitive Training for Six Patients With Mild Brain Injury: A Multiple Case Study. Front Hum Neurosci 2020; 14:229. [PMID: 32670040 PMCID: PMC7326946 DOI: 10.3389/fnhum.2020.00229] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 05/25/2020] [Indexed: 12/12/2022] Open
Abstract
Nearly half of all mild brain injury sufferers experience long-term cognitive impairment, so an important goal in rehabilitation is to address their multiple cognitive deficits to help them return to prior levels of functioning. Cognitive training, or the use of repeated mental exercises to enhance cognition, is one remediation method for brain injury. The primary purpose of this hypothesis-generating pilot study was to explore the statistical and clinical significance of cognitive changes and transfer of training to real-life functioning following 60 h of Brain Booster, a clinician-delivered cognitive training program, for six patients with mild traumatic brain injury (TBI) or non-traumatic acquired brain injury (ABI). The secondary purpose was to explore changes in functional connectivity and neural correlates of cognitive test gains following the training. We used a multiple case study design to document significant changes in cognitive test scores, overall IQ score, and symptom ratings; and we used magnetic resonance imaging (MRI) to explore trends in functional network connectivity and neural correlates of cognitive change. All cognitive test scores showed improvement with statistically significant changes on five of the seven measures (long-term memory, processing speed, reasoning, auditory processing, and overall IQ score). The mean change in IQ score was 20 points, from a mean of 108 to a mean of 128. Five themes emerged from the qualitative data analysis including improvements in cognition, mood, social identity, performance, and Instrumental Activities of Daily Living (IADLs). With MRI, we documented significant region-to-region changes in connectivity following cognitive training including those involving the cerebellum and cerebellar networks. We also found significant correlations between changes in IQ score and change in white matter integrity of bilateral corticospinal tracts (CST) and the left uncinate fasciculus. This study adds to the growing body of literature examining the effects of cognitive training for mild TBI and ABI, and to the collection of research on the benefits of cognitive training in general. Clinical Trial Registration: www.ClinicalTrials.gov, identifier NCT02918994.
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Affiliation(s)
- Amy Lawson Moore
- Department of Psychology, Gibson Institute of Cognitive Research, Colorado Springs, CO, United States
| | - Dick M. Carpenter
- College of Education, University of Colorado Colorado Springs, Colorado Springs, CO, United States
| | | | - Terissa Michele Miller
- Department of Psychology, Gibson Institute of Cognitive Research, Colorado Springs, CO, United States
| | - Jeffrey J. Moore
- School of Nursing, Colorado State University-Pueblo, Pueblo, CO, United States
| | - Elizabeth A. Disbrow
- Department of Neurology, Louisiana State University Health Sciences Center, Shreveport, LA, United States
- Louisiana State University Health Sciences Center, Center for Brain Health, Shreveport, LA, United States
| | - Christina R. Ledbetter
- Louisiana State University Health Sciences Center, Center for Brain Health, Shreveport, LA, United States
- Department of Neurosurgery, Louisiana State University Health Sciences Center, Shreveport, LA, United States
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Comparing Two Methods of Delivering ThinkRx Cognitive Training to Children Ages 8–14: a Randomized Controlled Trial of Equivalency. JOURNAL OF COGNITIVE ENHANCEMENT 2019. [DOI: 10.1007/s41465-018-0094-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Moore AL, Carpenter DM, Miller TM, Ledbetter C. Clinician-delivered cognitive training for children with attention problems: effects on cognition and behavior from the ThinkRx randomized controlled trial. Neuropsychiatr Dis Treat 2018; 14:1671-1683. [PMID: 29983567 PMCID: PMC6027847 DOI: 10.2147/ndt.s165418] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
PURPOSE The impact of attention problems on academic and social functioning coupled with the large number of children failing to respond to stimulant medication or behavioral therapy makes adjunctive therapies such as cognitive training appealing for families and clinicians of children with attention difficulties or childhood attention deficit hyperactivity disorder. However, the results of cognitive training studies have failed to find far transfer effects with this population. This study examined the quantitative cognitive effects and parent-reported behavioral effects of a clinician-delivered cognitive training program with children who have attention problems. PATIENTS AND METHODS Using a randomized controlled study design, we examined the impact of a clinician-delivered cognitive training program on processing speed, fluid reasoning, memory, visual processing, auditory processing, attention, overall intelligence quotient score, and behavior of students (n=13) aged 8-14 years with attention problems. Participants were randomly assigned to either a waitlist control group or a treatment group for 60 hours of cognitive training with ThinkRx, a clinician-delivered intervention that targets multiple cognitive skills with game-like, but rigorous mental tasks in 60-90-minute training sessions at least 3 days per week. RESULTS Results included greater mean pretest to posttest change scores on all variables for the treatment group versus the control group with statistically significant differences noted in working memory, long-term memory, logic and reasoning, auditory processing, and intelligence quotient score. Qualitative outcomes included parent-reported changes in confidence, cooperation, and self-discipline. CONCLUSION Children with attention problems who completed 60 hours of clinician-delivered ThinkRx cognitive training realized both cognitive and behavioral improvements.
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Affiliation(s)
- Amy Lawson Moore
- Gibson Institute of Cognitive Research, Colorado Springs, CO, USA, ,
| | - Dick M Carpenter
- College of Education, University of Colorado, Colorado Springs, CO, USA
| | - Terissa M Miller
- Gibson Institute of Cognitive Research, Colorado Springs, CO, USA, ,
| | - Christina Ledbetter
- Department of Neurosurgery, Louisiana State University Health Sciences Center, Shreveport, LA, USA
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Ledbetter C, Moore AL, Mitchell T. Cognitive Effects of ThinkRx Cognitive Rehabilitation Training for Eleven Soldiers with Brain Injury: A Retrospective Chart Review. Front Psychol 2017; 8:825. [PMID: 28588534 PMCID: PMC5439233 DOI: 10.3389/fpsyg.2017.00825] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Accepted: 05/05/2017] [Indexed: 11/13/2022] Open
Abstract
Cognitive rehabilitation training is a promising technique for remediating the cognitive deficits associated with brain injury. Extant research is dominated by computer-based interventions with varied results. Results from clinician-delivered cognitive rehabilitation are notably lacking in the literature. The current study examined the cognitive outcomes following ThinkRx, a clinician-delivered cognitive rehabilitation training program for soldiers recovering from traumatic brain injury and acquired brain injury. In a retrospective chart review, we examined cognitive outcomes of 11 cases who had completed an average of 80 h of ThinkRx cognitive rehabilitation training delivered by clinicians and supplemented with digital training exercises. Outcome measures included scores from six cognitive skill batteries on the Woodcock Johnson – III Tests of Cognitive Abilities. Participants achieved gains in all cognitive skills tested and achieved statistically significant changes in long-term memory, processing speed, auditory processing, and fluid reasoning with very large effect sizes. Clinically significant changes in multiple cognitive skills were also noted across cases. Results of the study suggest that ThinkRx clinician-delivered cognitive training supplemented with digital exercises may be a viable method for targeting the cognitive deficits associated with brain injury.
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Affiliation(s)
- Christina Ledbetter
- Louisiana State University Health Sciences Center, ShreveportLA, United States
| | - Amy Lawson Moore
- Gibson Institute of Cognitive Research, Colorado SpringsCO, United States
| | - Tanya Mitchell
- Research and Development, LearningRx, Colorado SpringsCO, United States
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Carpenter DM, Ledbetter C, Moore AL. LearningRx Cognitive Training Effects in Children Ages 8-14: A Randomized Controlled Trial. APPLIED COGNITIVE PSYCHOLOGY 2016; 30:815-826. [PMID: 27867257 PMCID: PMC5108426 DOI: 10.1002/acp.3257] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Revised: 06/07/2016] [Accepted: 06/08/2016] [Indexed: 11/18/2022]
Abstract
In a randomized controlled study, we examined the effects of a one‐on‐one cognitive training program on memory, visual and auditory processing, processing speed, reasoning, attention, and General Intellectual Ability (GIA) score for students ages 8–14. Participants were randomly assigned to either an experimental group to complete 60 h of cognitive training or to a wait‐list control group. The purpose of the study was to examine changes in multiple cognitive skills after completing cognitive training with ThinkRx, a LearningRx program. Results showed statistically significant differences between groups on all outcome measures except for attention. Implications, limitations, and suggestions for future research are examined. © 2016 The Authors Applied Cognitive Psychology Published by John Wiley & Sons Ltd.
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