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Korecky K, Schicktanz S. Unresolved ethical questions of mHealth apps for Alzheimer's disease prevention. MEDICINE, HEALTH CARE, AND PHILOSOPHY 2025:10.1007/s11019-025-10272-9. [PMID: 40418517 DOI: 10.1007/s11019-025-10272-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Accepted: 04/10/2025] [Indexed: 05/27/2025]
Abstract
In recent years, medical research has sparked hope that up to a third of dementia cases could be prevented. This optimism is driven by a shift in the understanding of dementia and, in particular, Alzheimer's Disease (AD)-from being a rapid-onset brain disease in later life to a condition strongly linked to lifestyle factors, progressing slowly and gradually through asymptomatic, pre-symptomatic, and symptomatic stages with varying degrees of severity. Accompanying this evolving perception, the use of mobile healthcare applications (mHealth apps) based on dementia prevention research has been on the rise. Health policymakers and companies increasingly advocate for these apps. However, concerns remain about the medical quality of such mHealth apps for dementia prevention. Bioethical research has highlighted significant challenges associated with their use. This paper critically examines dementia prevention strategies through the lenses of mHealth technologies. Exploring four mHealth apps for dementia prevention as case studies, we identify and analyze unsolved ethical issues related to primary, secondary, and tertiary prevention. Hereby we offer a new perspective on familiar ethical dilemmas in dementia prevention, and emphasize the need to examine potentially intensified challenges in the context of digital health in the future in more depth.
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Affiliation(s)
- Karina Korecky
- Department of Medical Ethics and History of Medicine, University Medical Center Göttingen, Göttingen, Germany
| | - Silke Schicktanz
- Department of Medical Ethics and History of Medicine, University Medical Center Göttingen, Göttingen, Germany.
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2
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Sutton E, Catling J, Zanten JJCSVV, Segaert K. Practice makes perfect, but to what end? Computerised brain training has limited cognitive benefits in healthy ageing. PSYCHOLOGICAL RESEARCH 2025; 89:75. [PMID: 40126647 PMCID: PMC11933127 DOI: 10.1007/s00426-025-02110-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 03/15/2025] [Indexed: 03/26/2025]
Abstract
Whether brain training programmes are effective and have transferable benefits to wider cognitive abilities is controversial, especially in older adult populations. We assessed, in a randomised controlled intervention study, whether a commercially available brain training programme can induce cognitive improvements in a sample of healthy older adults (N = 103). Participants completed a three-month intervention of either an adaptive computerised cognitive training programme (through a brain training app) or active control. Cognition was measured through a comprehensive battery of tasks pre- and post-intervention to assess working memory, processing speed, attention, and language functioning. Participants in the intervention group significantly improved on all tasks that were trained specifically within the brain training programme (i.e. practice effects). However, for the cognitive tasks assessed pre- and post-intervention there was no evidence of any of these practice effects transferring to improvements in cognitive outcome measures compared to the active control group (i.e. transfer effects). Our results indicate that the benefits of brain training programmes appear to be limited to practice effects of trained tasks, while no evidence is found for transfer effects to other, related or unrelated, untrained cognitive tasks.
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Affiliation(s)
- Emma Sutton
- School of Psychology, College of Life and Environmental Sciences, University of Birmingham, Birmingham, UK.
| | - Jonathan Catling
- School of Psychology, College of Life and Environmental Sciences, University of Birmingham, Birmingham, UK
- Centre for Developmental Science, School of Psychology, College of Life and Environmental Sciences, University of Birmingham, Birmingham, UK
| | - Jet J C S Veldhuijzen van Zanten
- School of Sport, Exercise, and Rehabilitation Sciences, College of Life and Environmental Sciences, University of Birmingham, Birmingham, UK
| | - Katrien Segaert
- School of Psychology, College of Life and Environmental Sciences, University of Birmingham, Birmingham, UK
- Centre for Developmental Science, School of Psychology, College of Life and Environmental Sciences, University of Birmingham, Birmingham, UK
- Centre for Human Brain Health, School of Psychology, College of Life and Environmental Sciences, University of Birmingham, Birmingham, UK
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Yang Y, Ye C, Su G, Zhang Z, Chang Z, Chen H, Chan P, Yu Y, Ma T. BrainMass: Advancing Brain Network Analysis for Diagnosis With Large-Scale Self-Supervised Learning. IEEE TRANSACTIONS ON MEDICAL IMAGING 2024; 43:4004-4016. [PMID: 38875087 DOI: 10.1109/tmi.2024.3414476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2024]
Abstract
Foundation models pretrained on large-scale datasets via self-supervised learning demonstrate exceptional versatility across various tasks. Due to the heterogeneity and hard-to-collect medical data, this approach is especially beneficial for medical image analysis and neuroscience research, as it streamlines broad downstream tasks without the need for numerous costly annotations. However, there has been limited investigation into brain network foundation models, limiting their adaptability and generalizability for broad neuroscience studies. In this study, we aim to bridge this gap. In particular, 1) we curated a comprehensive dataset by collating images from 30 datasets, which comprises 70,781 samples of 46,686 participants. Moreover, we introduce pseudo-functional connectivity (pFC) to further generates millions of augmented brain networks by randomly dropping certain timepoints of the BOLD signal; 2) we propose the BrainMass framework for brain network self-supervised learning via mask modeling and feature alignment. BrainMass employs Mask-ROI Modeling (MRM) to bolster intra-network dependencies and regional specificity. Furthermore, Latent Representation Alignment (LRA) module is utilized to regularize augmented brain networks of the same participant with similar topological properties to yield similar latent representations by aligning their latent embeddings. Extensive experiments on eight internal tasks and seven external brain disorder diagnosis tasks show BrainMass's superior performance, highlighting its significant generalizability and adaptability. Nonetheless, BrainMass demonstrates powerful few/zero-shot learning abilities and exhibits meaningful interpretation to various diseases, showcasing its potential use for clinical applications.
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Miller P, Kable JW, Lempert KM. Willingness to wait outperforms delay discounting in predicting drinking severity. J Exp Anal Behav 2024; 122:247-258. [PMID: 39251385 DOI: 10.1002/jeab.4210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 08/18/2024] [Indexed: 09/11/2024]
Abstract
Alcohol misuse ranks among the leading causes of preventable death worldwide. Therefore, discovering measures that can predict hazardous drinking is critical. The delay discounting paradigm-which assesses relative preference for immediate rewards over larger, later rewards-has frequently been used as a proxy for impulsive choice, but it does not capture how long someone is willing to wait for delayed rewards when the arrival time is uncertain. In contrast, a newer willingness-to-wait task measures how long someone is willing to wait for a delayed reward of uncertain timing before giving up. We hypothesized that performance in this willingness-to-wait task would be associated with drinking severity and that this task may even outperform delay discounting as a predictor of drinking severity. We pooled data from multiple studies of mostly college-aged adult participants. Drinking severity was assessed with the Alcohol Use Disorders Identification Test. Willingness to wait under temporal uncertainty, but not delay discounting, was associated with severity of alcohol problems among participants who drank (n = 212). Individuals engaging in hazardous drinking were less willing to wait for rewards when delays were unknown than were individuals with low-risk drinking habits. Thus, willingness to wait under temporal uncertainty may be an important predictor of problematic drinking.
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Affiliation(s)
- Pazia Miller
- Gordon F. Derner School of Psychology, Adelphi University, Garden City, NY, USA
| | - Joseph W Kable
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
| | - Karolina M Lempert
- Gordon F. Derner School of Psychology, Adelphi University, Garden City, NY, USA
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Godefroy V, Durand A, Simon MC, Weber B, Kable J, Lerman C, Bergström F, Levy R, Batrancourt B, Schmidt L, Plassmann H, Koban L. A structural MRI marker predicts individual differences in impulsivity and classifies patients with behavioral-variant frontotemporal dementia from matched controls. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.12.612706. [PMID: 39345385 PMCID: PMC11429931 DOI: 10.1101/2024.09.12.612706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/01/2024]
Abstract
Impulsivity and higher preference for sooner over later rewards (i.e., delay discounting) are transdiagnostic markers of many psychiatric and neurodegenerative disorders. Yet, their neurobiological basis is still debated. Here, we aimed at 1) identifying a structural MRI signature of delay discounting in healthy adults, and 2) validating it in patients with behavioral variant frontotemporal dementia (bvFTD)-a neurodegenerative disease characterized by high impulsivity. We used a machine-learning algorithm to predict individual differences in delay discounting rates based on whole-brain grey matter density maps in healthy male adults (Study 1, N=117). This resulted in a cross-validated prediction-outcome correlation of r=0.35 (p=0.0028). We tested the validity of this brain signature in an independent sample of 166 healthy adults (Study 2) and its clinical relevance in 24 bvFTD patients and 18 matched controls (Study 3). In Study 2, responses of the brain signature did not correlate significantly with discounting rates, but in both Studies 1 and 2, they correlated with psychometric measures of trait urgency-a measure of impulsivity. In Study 3, brain-based predictions correlated with discounting rates, separated bvFTD patients from controls with 81% accuracy, and were associated with the severity of disinhibition among patients. Our results suggest a new structural brain pattern-the Structural Impulsivity Signature (SIS)-which predicts individual differences in impulsivity from whole-brain structure, albeit with small-to-moderate effect sizes. It provides a new brain target that can be tested in future studies to assess its diagnostic value in bvFTD and other neurodegenerative and psychiatric conditions characterized by high impulsivity.
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Affiliation(s)
- Valérie Godefroy
- Université Claude Bernard Lyon 1, CNRS, INSERM, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, F-69500, Bron, France
| | - Anais Durand
- Paris Brain Institute (ICM), INSERM U 1127, CNRS UMR 7225, Sorbonne University, Paris, France UMR 7225, Sorbonne University, Paris, France
| | | | - Bernd Weber
- Center for Economics and Neuroscience, University of Bonn, Bonn, Germany
| | - Joseph Kable
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Fredrik Bergström
- Faculty of Psychology and Educational Sciences, University of Coimbra, Portugal
- Department of Psychology, University of Gothenburg, Sweden
| | - Richard Levy
- Paris Brain Institute (ICM), INSERM U 1127, CNRS UMR 7225, Sorbonne University, Paris, France UMR 7225, Sorbonne University, Paris, France
| | - Bénédicte Batrancourt
- Paris Brain Institute (ICM), INSERM U 1127, CNRS UMR 7225, Sorbonne University, Paris, France UMR 7225, Sorbonne University, Paris, France
| | - Liane Schmidt
- Paris Brain Institute (ICM), INSERM U 1127, CNRS UMR 7225, Sorbonne University, Paris, France UMR 7225, Sorbonne University, Paris, France
| | - Hilke Plassmann
- Paris Brain Institute (ICM), INSERM U 1127, CNRS UMR 7225, Sorbonne University, Paris, France UMR 7225, Sorbonne University, Paris, France
- Marketing Area, INSEAD, Fontainebleau, France
| | - Leonie Koban
- Université Claude Bernard Lyon 1, CNRS, INSERM, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, F-69500, Bron, France
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Jung WH. Functional brain network properties correlate with individual risk tolerance in young adults. Heliyon 2024; 10:e35873. [PMID: 39170166 PMCID: PMC11337038 DOI: 10.1016/j.heliyon.2024.e35873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 07/28/2024] [Accepted: 08/05/2024] [Indexed: 08/23/2024] Open
Abstract
Background Individuals differ substantially in their degree of acceptance of risks, referred to as risk tolerance, and these differences are associated with real-life outcomes such as risky health-related behaviors. While previous studies have identified brain regions that are functionally associated with individual risk tolerance, little is known about the relationship between individual risk tolerance and whole-brain functional organization. Methods This study investigated whether the topological properties of individual functional brain networks in healthy young adults (n = 67) are associated with individual risk tolerance using resting-state fMRI data in conjunction with a graph theoretical analysis approach. Results The analysis revealed that individual risk tolerance was positively associated with global topological properties, including the normalized clustering coefficient and small-worldness, which represent the degree of information segregation and the balance between information segregation and integration in a network, respectively. Additionally, individuals with higher risk tolerance exhibited greater centrality in the ventromedial prefrontal cortex (vmPFC), which is associated with the subjective value of the available options. Conclusion These results extend our understanding of how individual differences in risk tolerance, especially in young adults, are associated with functional brain organization, particularly regarding the balance between segregation and integration in functional networks, and highlight the important role of the connections between the vmPFC and the rest of the brain in the functional networks in relation to risk tolerance.
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Affiliation(s)
- Wi Hoon Jung
- Department of Psychology, Gachon University, 1342 Seongnam-daero, Seongnam, 13120, Gyeonggi-do, South Korea
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Bissett PG, Eisenberg IW, Shim S, Rios JAH, Jones HM, Hagen MP, Enkavi AZ, Li JK, Mumford JA, MacKinnon DP, Marsch LA, Poldrack RA. Cognitive tasks, anatomical MRI, and functional MRI data evaluating the construct of self-regulation. Sci Data 2024; 11:809. [PMID: 39033226 PMCID: PMC11271451 DOI: 10.1038/s41597-024-03636-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 07/11/2024] [Indexed: 07/23/2024] Open
Abstract
We describe the following shared data from N = 103 healthy adults who completed a broad set of cognitive tasks, surveys, and neuroimaging measurements to examine the construct of self-regulation. The neuroimaging acquisition involved task-based fMRI, resting state fMRI, and structural MRI. Each subject completed the following ten tasks in the scanner across two 90-minute scanning sessions: attention network test (ANT), cued task switching, Columbia card task, dot pattern expectancy (DPX), delay discounting, simple and motor selective stop signal, Stroop, a towers task, and a set of survey questions. The dataset is shared openly through the OpenNeuro project, and the dataset is formatted according to the Brain Imaging Data Structure (BIDS) standard.
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Affiliation(s)
| | | | - Sunjae Shim
- Department of Psychology, Stanford University, Stanford, USA
| | | | - Henry M Jones
- Department of Psychology, University of Chicago, Chicago, USA
| | - McKenzie P Hagen
- Department of Psychology, University of Washington, Washington, USA
| | - A Zeynep Enkavi
- Division of the Humanities and Social Sciences, California Institute of Technology, Pasadena, USA
| | - Jamie K Li
- Department of Psychology, Stanford University, Stanford, USA
| | | | - David P MacKinnon
- Department of Psychology, Arizona State University, Los Angeles, USA
| | - Lisa A Marsch
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Stanford, USA
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Bergström F, Schu G, Lee S, Lerman C, Kable JW. Multivariate analysis of multimodal brain structure predicts individual differences in risk and intertemporal preference. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.04.602046. [PMID: 39026787 PMCID: PMC11257450 DOI: 10.1101/2024.07.04.602046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Abstract
Large changes to brain structure (e.g., from damage or disease) can explain alterations in behavior. It is therefore plausible that smaller structural differences in healthy samples can be used to better understand and predict individual differences in behavior. Despite the brain's multivariate and distributed structure-to-function mapping, most studies have used univariate analyses of individual structural brain measures. Here we used a multivariate approach in a multimodal data set composed of volumetric, surface-based, diffusion-based, and functional resting-state MRI measures to predict reliable individual differences in risk and intertemporal preferences. We show that combining twelve brain structure measures led to better predictions across tasks than using any individual measure, and by examining model coefficients, we visualize the relative contribution of different brain measures from different brain regions. Using a multivariate approach to brain structure-to-function mapping that combines across many brain structure properties, along with reliably measured behavior phenotypes, may increase out-of-sample prediction accuracies and insight into neural underpinnings. Furthermore, this methodological approach may be useful to improve predictions and neural insight across basic, translational, and clinical research fields.
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Affiliation(s)
- Fredrik Bergström
- Faculty of Psychology and Educational Sciences, University of Coimbra, Portugal
- Department of Psychology, University of Gothenburg, Sweden
| | - Guilherme Schu
- Faculty of Psychology and Educational Sciences, University of Coimbra, Portugal
| | - Sangil Lee
- Social Science Matrix, University of California, Berkeley, CA, USA
| | - Caryn Lerman
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Joseph W. Kable
- Department of Psychology, University of Pennsylvania, Philadelphia, PA 19104, USA
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Ganesan K, Thompson A, Smid CR, Cañigueral R, Li Y, Revill G, Puetz V, Bernhardt BC, Dosenbach NUF, Kievit R, Steinbeis N. Cognitive control training with domain-general response inhibition does not change children's brains or behavior. Nat Neurosci 2024; 27:1364-1375. [PMID: 38834704 PMCID: PMC11239524 DOI: 10.1038/s41593-024-01672-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 05/03/2024] [Indexed: 06/06/2024]
Abstract
Cognitive control is required to organize thoughts and actions and is critical for the pursuit of long-term goals. Childhood cognitive control relates to other domains of cognitive functioning and predicts later-life success and well-being. In this study, we used a randomized controlled trial to test whether cognitive control can be improved through a pre-registered 8-week intervention in 235 children aged 6-13 years targeting response inhibition and whether this leads to changes in multiple behavioral and neural outcomes compared to a response speed training. We show long-lasting improvements of closely related measures of cognitive control at the 1-year follow-up; however, training had no impact on any behavioral outcomes (decision-making, academic achievement, mental health, fluid reasoning and creativity) or neural outcomes (task-dependent and intrinsic brain function and gray and white matter structure). Bayesian analyses provide strong evidence of absent training effects. We conclude that targeted training of response inhibition does little to change children's brains or their behavior.
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Affiliation(s)
- Keertana Ganesan
- Division of Psychology and Language Sciences, University College London, London, UK
| | - Abigail Thompson
- Division of Psychology and Language Sciences, University College London, London, UK
- Evidence Based Practice Unit, Anna Freud National Centre for Children and Families, London, UK
| | - Claire R Smid
- Division of Psychology and Language Sciences, University College London, London, UK
| | - Roser Cañigueral
- Division of Psychology and Language Sciences, University College London, London, UK
| | - Yongjing Li
- Division of Psychology and Language Sciences, University College London, London, UK
| | - Grace Revill
- Division of Psychology and Language Sciences, University College London, London, UK
| | - Vanessa Puetz
- Division of Psychology and Language Sciences, University College London, London, UK
| | - Boris C Bernhardt
- Department of Neurology and Neurosurgery, McConnell Brain Imaging Centre, McGill University, Montreal, Quebec, Canada
| | - Nico U F Dosenbach
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO, USA
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Rogier Kievit
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Nikolaus Steinbeis
- Division of Psychology and Language Sciences, University College London, London, UK.
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Koloski MF, O'Hearn CM, Frankot M, Giesler LP, Ramanathan DS, Vonder Haar C. Behavioral Interventions Can Improve Brain Injury-Induced Deficits in Behavioral Flexibility and Impulsivity Linked to Impaired Reward-Feedback Beta Oscillations. J Neurotrauma 2024; 41:e1721-e1737. [PMID: 38450560 PMCID: PMC11339556 DOI: 10.1089/neu.2023.0448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2024] Open
Abstract
Traumatic brain injury (TBI) affects a large population, resulting in severe cognitive impairments. Although cognitive rehabilitation is an accepted treatment for some deficits, studies in patients are limited in ability to probe physiological and behavioral mechanisms. Therefore, animal models are needed to optimize strategies. Frontal TBI in a rat model results in robust and replicable cognitive deficits, making this an ideal candidate for investigating various behavioral interventions. In this study, we report three distinct frontal TBI experiments assessing behavior well into the chronic post-injury period using male Long-Evans rats. First, we evaluated the impact of frontal injury on local field potentials recorded simultaneously from 12 brain regions during a probabilistic reversal learning (PbR) task. Next, a set of rats were tested on a similar PbR task or an impulsivity task (differential reinforcement of low-rate behavior [DRL]) and half received salient cues associated with reinforcement contingencies to encourage engagement in the target behavior. After intervention on the PbR task, brains were stained for markers of activity. On the DRL task, cue relevance was decoupled from outcomes to determine if beneficial effects persisted on impulsive behavior. TBI decreased the ability to detect reinforced outcomes; this was evident in task performance and reward-feedback signals occurring at beta frequencies in lateral orbitofrontal cortex (OFC) and associated frontostriatal regions. The behavioral intervention improved flexibility and increased OFC activity. Intervention also reduced impulsivity, even after cues were decoupled, which was partially mediated by improvements in timing behavior. The current study established a platform to begin investigating cognitive rehabilitation in rats and identified a strong role for dysfunctional OFC signaling in probabilistic learning after frontal TBI.
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Affiliation(s)
- Miranda F. Koloski
- Mental Health, VA San Diego Medical Center, San Diego, California, USA
- Center of Excellence for Stress and Mental Health, San Diego, California, USA
- Department of Psychiatry, University of California-San Diego, San Diego, California, USA
| | | | - Michelle Frankot
- Department of Psychology, West Virginia University, Morgantown, West Virginia, USA
- Injury and Recovery Laboratory, Department of Neuroscience, Ohio State University, Columbus, Ohio, USA
| | - Lauren P. Giesler
- Department of Psychology, West Virginia University, Morgantown, West Virginia, USA
| | - Dhakshin S. Ramanathan
- Mental Health, VA San Diego Medical Center, San Diego, California, USA
- Center of Excellence for Stress and Mental Health, San Diego, California, USA
- Department of Psychiatry, University of California-San Diego, San Diego, California, USA
| | - Cole Vonder Haar
- Department of Psychology, West Virginia University, Morgantown, West Virginia, USA
- Injury and Recovery Laboratory, Department of Neuroscience, Ohio State University, Columbus, Ohio, USA
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Mamayson RF, Lacanaria MGC. Effects of Cognitively Stimulating Activities on the Cognitive Functioning of Older People with Mild Cognitive Impairment: A Meta-analysis. ACTA MEDICA PHILIPPINA 2024; 58:14-23. [PMID: 38846164 PMCID: PMC11151131 DOI: 10.47895/amp.vi0.7162] [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] [Indexed: 06/09/2024]
Abstract
Background The number of individuals with mild cognitive impairment (MCI), or those people without dementia who are experiencing age-related cognitive decline, has increased in recent years. Conveniently, several interventions to delay cognitive decline exist, where cognitively stimulating activities (CSA) have been receiving too much attention. However, its beneficial effects have not been well established among older people with MCI due to conflicting findings. Objectives This study aimed to assess and summarize the available evidence on the effects of CSA on the overall cognitive functioning of older people with MCI. Specifically, it sought to answer the PICO question, "In older people with MCI, does engagement in cognitively stimulating activities improve cognitive function?" Methods A systematic review and meta-analysis of randomized controlled trials examining the effects of CSA on older people with MCI were conducted. Three studies met the inclusion criteria from the 1,328 records from BioMed Central, CINAHL, Cochrane Library, Health Source: Nursing/Academic Edition, MEDLINE, and PubMed databases and 156 articles from WorldCat, DSpace Saint Louis University, and Google Scholar databases and catalogs. Effect size values were inspected using the random-effects model. Data were summarized as standardized mean difference (SMD) with corresponding 95% confidence intervals in the forest plot. Results This meta-analysis which compared studies that employed similar methodologies, found that CSA has a significant, large effect in improving cognitive functioning among older people with MCI, evidenced by an SMD of 0.798 (95% CI = 0.510-1.085, p = 0.001). While its superiority over other interventions that improve cognitive function was not observed in this study, it was still found that using CSA was helpful in terms of its cost-effectiveness. Also, heterogeneity across studies was non-significant (Cochran's Q = 0.151, df = 2, p = 0.927, I2 = 0.00%). These results mean that clinical heterogeneity was absent even though a diverse range of CSA was employed. Additionally, methodological diversity was not present since there were no variations in the study design and minimal variability in the risk of bias assessment. Conclusion Overall, it is acknowledged that CSA are effective and practical, inexpensive, non-pharmacologic cognitive training approaches to delay cognitive decline among older people with MCI. However, interpreting this study's significant, large effect, and non-significant heterogeneity warrants caution.
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Olson EA, Ahmad S, Granger SJ, Ashraf A, Pizzagalli DA, Rosso IM. Anhedonia and Delay Discounting: Differing Patterns of Brain-Behavior Relationships in Healthy Control Participants Versus Individuals With Posttraumatic Stress Disorder. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2024; 9:80-90. [PMID: 37536568 PMCID: PMC10830883 DOI: 10.1016/j.bpsc.2023.07.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 07/12/2023] [Accepted: 07/13/2023] [Indexed: 08/05/2023]
Abstract
BACKGROUND Anhedonia may contribute to individual differences in delay discounting (DD). In prior work, we found that higher anhedonia was associated with shallower DD in healthy control (HC) participants but steeper DD in individuals with posttraumatic stress disorder (PTSD). In this study, we aimed to directly compare the relationship between anhedonia and DD across groups and to identify functional brain correlates of this interaction. METHODS Participants (HC group: n = 23, DSM-5 PTSD group: n = 23) completed a questionnaire assessing anhedonia (Snaith-Hamilton Pleasure Scale [SHAPS]), task-based functional magnetic resonance imaging of decision making including DD, and resting-state functional magnetic resonance imaging. Task-based activity and resting-state functional connectivity were evaluated in reward-related regions that have also been implicated in PTSD (nucleus accumbens [NAcc], right anterior insula). RESULTS Higher SHAPS scores were associated with steeper DD in PTSD, but there was no relationship between DD and SHAPS in the HC group. There was a significant group-by-SHAPS interaction for NAcc activity, t31 = 2.92, p = .007: Greater NAcc activity when immediate rewards were chosen was associated with higher SHAPS in the PTSD group but lower SHAPS in the HC group. In resting-state functional connectivity, there was a group-by-SHAPS interaction between the NAcc seed and right parietal and frontal pole clusters. CONCLUSIONS These results extend prior findings that anhedonia is associated with steeper DD in PTSD and demonstrate that this behavioral finding occurs in the context of NAcc hyperactivity to immediate rewards and hyperconnectivity in anhedonic individuals with PTSD.
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Affiliation(s)
- Elizabeth A Olson
- Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts.
| | - Subul Ahmad
- Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, Massachusetts
| | - Steven J Granger
- Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts
| | - Aseelah Ashraf
- Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, Massachusetts
| | - Diego A Pizzagalli
- Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts; McLean Imaging Center, McLean Hospital, Belmont, Massachusetts
| | - Isabelle M Rosso
- Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts
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Bissett PG, Eisenberg IW, Shim S, Rios JAH, Jones HM, Hagen MP, Enkavi AZ, Li JK, Mumford JA, MacKinnon DP, Marsch LA, Poldrack RA. Cognitive tasks, anatomical MRI, and functional MRI data evaluating the construct of self-regulation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.27.559869. [PMID: 37808748 PMCID: PMC10557703 DOI: 10.1101/2023.09.27.559869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
We describe the following shared data from N=103 healthy adults who completed a broad set cognitive tasks, surveys, and neuroimaging measurements to examine the construct of self-regulation. The neuroimaging acquisition involved task-based fMRI, resting fMRI, and structural MRI. Each subject completed the following ten tasks in the scanner across two 90-minute scanning sessions: attention network test (ANT), cued task switching, Columbia card task, dot pattern expectancy (DPX), delay discounting, simple and motor selective stop signal, Stroop, a towers task, and a set of survey questions. Subjects also completed resting state scans. The dataset is shared openly through the OpenNeuro project, and the dataset is formatted according to the Brain Imaging Data Structure (BIDS) standard.
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Affiliation(s)
| | | | - Sunjae Shim
- Department of Psychology, Stanford University
| | | | | | | | - A. Zeynep Enkavi
- Division of the Humanities and Social Sciences, California Institute of Technology
| | - Jamie K. Li
- Department of Psychology, Stanford University
| | | | | | - Lisa A. Marsch
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College
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14
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Bergström F, Lerman C, Kable JW. Less cortical complexity in ventromedial prefrontal cortex is associated with a greater preference for risky and immediate rewards. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.12.557368. [PMID: 37745594 PMCID: PMC10515793 DOI: 10.1101/2023.09.12.557368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/26/2023]
Abstract
In our everyday lives, we are often faced with situations in which we have to make choices that involve risky or delayed rewards. However, the extent to which we are willing to accept larger risky (over smaller certain) or larger delayed (over smaller immediate) rewards vary across individuals. Here we investigated the relationship between cortical surface complexity in medial prefrontal cortex and individual differences in risky and intertemporal preferences. We found that lower cortical complexity in ventromedial prefrontal cortex (vmPFC) was associated with a greater preference for risky and immediate rewards. In addition to these common structural associations in mPFC, we also found associations between lower cortical complexity and a greater preference for immediate rewards that extended into left dorsomedial prefrontal cortex and right vmPFC. Taken together, the shared association suggests that lower cortical complexity in vmPFC may be a structural marker for individual differences in impulsive behavior.
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Affiliation(s)
- Fredrik Bergström
- Faculty of Psychology and Educational Sciences, University of Coimbra, Portugal
- Department of Psychology, University of Gothenburg, Sweden
| | - Caryn Lerman
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Joseph W Kable
- Department of Psychology, University of Pennsylvania, Philadelphia, PA 19104, USA
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15
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Koban L, Lee S, Schelski DS, Simon MC, Lerman C, Weber B, Kable JW, Plassmann H. An fMRI-Based Brain Marker of Individual Differences in Delay Discounting. J Neurosci 2023; 43:1600-1613. [PMID: 36657973 PMCID: PMC10008056 DOI: 10.1523/jneurosci.1343-22.2022] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 12/02/2022] [Accepted: 12/07/2022] [Indexed: 01/20/2023] Open
Abstract
Individual differences in delay discounting-how much we discount future compared to immediate rewards-are associated with general life outcomes, psychopathology, and obesity. Here, we use machine learning on fMRI activity during an intertemporal choice task to develop a functional brain marker of these individual differences in human adults. Training and cross-validating the marker in one dataset (Study 1, N = 110 male adults) resulted in a significant prediction-outcome correlation (r = 0.49), generalized to predict individual differences in a completely independent dataset (Study 2: N = 145 male and female adults, r = 0.45), and predicted discounting several weeks later. Out-of-sample responses of the functional brain marker, but not discounting behavior itself, differed significantly between overweight and lean individuals in both studies, and predicted fasting-state blood levels of insulin, c-peptide, and leptin in Study 1. Significant predictive weights of the marker were found in cingulate, insula, and frontoparietal areas, among others, suggesting an interplay among regions associated with valuation, conflict processing, and cognitive control. This new functional brain marker is a step toward a generalizable brain model of individual differences in delay discounting. Future studies can evaluate it as a potential transdiagnostic marker of altered decision-making in different clinical and developmental populations.SIGNIFICANCE STATEMENT People differ substantially in how much they prefer smaller sooner rewards or larger later rewards such as spending money now versus saving it for retirement. These individual differences are generally stable over time and have been related to differences in mental and bodily health. What is their neurobiological basis? We applied machine learning to brain-imaging data to identify a novel brain activity pattern that accurately predicts how much people prefer sooner versus later rewards, and which can be used as a new brain-based measure of intertemporal decision-making in future studies. The resulting functional brain marker also predicts overweight and metabolism-related blood markers, providing new insight into the possible links between metabolism and the cognitive and brain processes involved in intertemporal decision-making.
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Affiliation(s)
- Leonie Koban
- Marketing Area, INSEAD, F-77300 Fontainebleau, France
- Control-Interoception-Attention Team, Paris Brain Institute (ICM), INSERM U1127, CNRS UMR7225, Sorbonne University, 75013 Paris, France
- CNRS, INSERM, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, Université Claude Bernard Lyon 1, 69500 Bron, France
| | - Sangil Lee
- Department of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania 19104-6018
| | - Daniela S Schelski
- Center for Economics and Neuroscience, University of Bonn, 53113 Bonn, Germany
- Institute of Experimental Epileptology and Cognition Research, University of Bonn Medical Center, 53113 Bonn, Germany
| | - Marie-Christine Simon
- Institute for Nutrition and Food Science, Nutrition and Microbiota, University of Bonn, 53113 Bonn, Germany
| | - Caryn Lerman
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California 90033
| | - Bernd Weber
- Center for Economics and Neuroscience, University of Bonn, 53113 Bonn, Germany
- Institute of Experimental Epileptology and Cognition Research, University of Bonn Medical Center, 53113 Bonn, Germany
| | - Joseph W Kable
- Department of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania 19104-6018
| | - Hilke Plassmann
- Marketing Area, INSEAD, F-77300 Fontainebleau, France
- Control-Interoception-Attention Team, Paris Brain Institute (ICM), INSERM U1127, CNRS UMR7225, Sorbonne University, 75013 Paris, France
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16
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González-Madrid A, Calfío C, González A, Lüttges V, Maccioni RB. Toward Prevention and Reduction of Alzheimer's Disease. J Alzheimers Dis 2023; 96:439-457. [PMID: 37807781 DOI: 10.3233/jad-230454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Different investigations lead to the urgent need to generate validated clinical protocols as a tool for medical doctors to orientate patients under risk for a preventive approach to control Alzheimer's disease. Moreover, there is consensus that the combined effects of risk factors for the disease can be modified according to lifestyle, thus controlling at least 40% of cases. The other fraction of cases are derived from candidate genes and epigenetic components as a relevant factor in AD pathogenesis. At this point, it appears to be of critical relevance the search for molecular biomarkers that may provide information on probable pathological events and alert about early detectable risks to prevent symptomatic events of the disease. These precocious detection markers will then allow early interventions of non-symptomatic subjects at risk. Here, we summarize the status and potential avenues of prevention and highlight the usefulness of biological and reliable markers for AD.
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Affiliation(s)
- Antonia González-Madrid
- International Center for Biomedicine - ICC and Faculty of Sciences, University of Chile, Santiago, Chile
| | - Camila Calfío
- International Center for Biomedicine - ICC and Faculty of Sciences, University of Chile, Santiago, Chile
| | - Andrea González
- International Center for Biomedicine - ICC and Faculty of Sciences, University of Chile, Santiago, Chile
| | - Valentina Lüttges
- International Center for Biomedicine - ICC and Faculty of Sciences, University of Chile, Santiago, Chile
| | - Ricardo B Maccioni
- International Center for Biomedicine - ICC and Faculty of Sciences, University of Chile, Santiago, Chile
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17
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Ye Y, Wang Y. Multivariate analysis differentiates intertemporal choices in both value and cognitive control network. Front Neurosci 2023; 17:1037294. [PMID: 36925738 PMCID: PMC10011120 DOI: 10.3389/fnins.2023.1037294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 02/14/2023] [Indexed: 03/06/2023] Open
Abstract
Choices between immediate smaller reward and long-term larger reward are referred to as intertemporal choice. Numerous functional magnetic resonance imaging (fMRI) studies have investigated the neural substrates of intertemporal choice via conventional univariate analytical approaches, revealing dissociable activations of decisions involving immediately available rewards and decisions involving delayed rewards in value network. With the help of multivariate analyses, which is more sensitive for evaluating information encoded in spatially distributed patterns, we showed that fMRI activity patterns represent viable signatures of intertemporal choice, as well as individual differences while controlling for age. Notably, in addition to value network, regions from cognitive control network play prominent roles in differentiating between different intertemporal choices as well as individuals with distinct discount rates. These findings provide clear evidence that substantiates the important role of value and cognitive control networks in the neural representation of one's intertemporal decisions.
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Affiliation(s)
- Yuting Ye
- Institute of Psychology, School of Public Affairs, Xiamen University, Xiamen, China
| | - Yanqing Wang
- Institute of Psychology, Chinese Academy of Sciences, Beijing, China.,Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
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18
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Lee S, Parthasarathi T, Cooper N, Zauberman G, Lerman C, Kable JW. A neural signature of the vividness of prospective thought is modulated by temporal proximity during intertemporal decision making. Proc Natl Acad Sci U S A 2022; 119:e2214072119. [PMID: 36279433 PMCID: PMC9636959 DOI: 10.1073/pnas.2214072119] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Accepted: 09/27/2022] [Indexed: 11/18/2022] Open
Abstract
Why do people discount future rewards? Multiple theories in psychology argue that one reason is that future events are imagined less vividly than immediate events, thereby diminishing their perceived value. Here we provide neuroscientific evidence for this proposal. First, we construct a neural signature of the vividness of prospective thought, using an fMRI dataset where the vividness of imagined future events is orthogonal to their valence by design. Then, we apply this neural signature in two additional fMRI datasets, each using a different delay-discounting task, to show that neural measures of vividness decline as rewards are delayed farther into the future.
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Affiliation(s)
- Sangil Lee
- Department of Psychology, University of Pennsylvania, Philadelphia, PA 19104
| | | | - Nicole Cooper
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA 19104
| | - Gal Zauberman
- Yale School of Management, Yale University, New Haven, CT 06511
| | - Caryn Lerman
- University of Southern California Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90033
| | - Joseph W. Kable
- Department of Psychology, University of Pennsylvania, Philadelphia, PA 19104
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19
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Training attentive individuation leads to visuo-spatial working memory improvement in low-performing older adults: An online study. Atten Percept Psychophys 2022; 84:2507-2518. [PMID: 36192602 DOI: 10.3758/s13414-022-02580-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/15/2022] [Indexed: 11/08/2022]
Abstract
Cognitive decrements are typical of physiological aging. Among these age-related cognitive changes, visuo-spatial working memory (vWM) decline has a prominent role due to its effects on other cognitive functions and daily routines. To reinforce vWM in the aging population, several cognitive training interventions have been developed in the past years. Given that vWM functioning depends (at least partially) on the efficiency of attention selection of the relevant objects, in the present study we implemented a short (five sessions), online intervention that primarily trained attentive individuation of target items and tested training effects on a vWM task. Attention training effects were compared with practice (i.e., a group that repeatedly performed the same vWM task) and test-retest effects (i.e., a passive group). After the training, the results showed attention training effects of the same magnitude as practice effects, confirming that the enhancement of attentive individuation has a positive cascade influence on maintaining items in vWM. Moreover, training and practice effects were only evident in low-performing older adults. Thus, interindividual differences at baseline crucially contribute to training outcomes and are a fundamental factor to be accounted for in the implementation of cognitive training protocols.
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20
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Sciancalepore F, Tariciotti L, Remoli G, Menegatti D, Carai A, Petruzzellis G, Miller KP, Delli Priscoli F, Giuseppi A, Premuselli R, Tozzi AE, Mastronuzzi A, Vanacore N, Lacorte E, Group AMS. Computer-Based Cognitive Training in Children with Primary Brain Tumours: A Systematic Review. Cancers (Basel) 2022; 14:3879. [PMID: 36010873 PMCID: PMC9405613 DOI: 10.3390/cancers14163879] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Revised: 07/27/2022] [Accepted: 08/10/2022] [Indexed: 11/22/2022] Open
Abstract
Background: Late neurocognitive sequelae are common among long-term brain tumour survivors, resulting in significantly worse quality of life. Cognitive rehabilitation through specific APP/software for PC/tablets represents an innovative intervention spreading in recent years. In this study, we aim to review the current evidence and trends regarding these innovative approaches. Methods: A systematic literature review was performed. Inclusion criteria were: (i) Studies recruiting patients diagnosed with any brain tumour before 21 years of age; (ii) studies assessing the role of digital interventions on cognitive outcomes. Case reports, case series, reviews, letters, conference proceedings, abstracts, and editorials were excluded. Results: Overall, nine studies were included; 152 patients (67.8% males) with brain tumours underwent a digital intervention. The mean age at diagnosis and the intervention enrolment ranged from 4.9 to 9.4 years and 11.1 to 13.3 years, respectively. The computer-based software interventions employed were: Cogmed, Captain's Log, Fast ForWord, and Nintendo Wii. Most of these studies assessed the effects of cognitive training on working memory, attention, and performance in daily living activities. Conclusions: The studies suggest that this type of intervention improves cognitive functions, such as working memory, attention, and processing speed. However, some studies revealed only transient positive effects with a significant number of dropouts during follow-up. Trials with greater sample sizes are warranted. Motivating families and children to complete cognitive interventions could significantly improve cognitive outcomes and quality of life.
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Affiliation(s)
- Francesco Sciancalepore
- National Center for Disease Prevention and Health Promotion, Italian National Institute of Health, 00161 Rome, Italy
| | - Leonardo Tariciotti
- Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Unit of Neurosurgery, 20122 Milan, Italy
- Department of Neurosurgery, University of Milan, 20122 Milan, Italy
| | - Giulia Remoli
- Neurology Ward, San Gerardo Hospital, 20900 Monza, Italy
- Neurology Section, School of Medicine and Surgery, Milan Center for Neuroscience (NeuroMI), University of Milano-Bicocca, 20126 Milan, Italy
| | - Danilo Menegatti
- Department of Computer, Control, and Management Engineering (DIAG), University of Rome “La Sapienza”, 00161 Rome, Italy
| | - Andrea Carai
- Neurosurgery Unit, Neuroscience Department, IRCCS Bambino Gesù Children’s Hospital, 00165 Rome, Italy
| | - Giuseppe Petruzzellis
- Division of Hematology and Stem Cell Transplantation, Azienda Sanitaria Universitaria Friuli Centrale (ASUFC), 33100 Udine, Italy
| | - Kiersten P. Miller
- Multifactorial and Complex Diseases Research Area, IRCCS Bambino Gesù Children’s Hospital, 00165 Rome, Italy
| | - Francesco Delli Priscoli
- Department of Computer, Control, and Management Engineering (DIAG), University of Rome “La Sapienza”, 00161 Rome, Italy
| | - Alessandro Giuseppi
- Department of Computer, Control, and Management Engineering (DIAG), University of Rome “La Sapienza”, 00161 Rome, Italy
| | - Roberto Premuselli
- Department of Oncology/Hematology, Cell Therapy Gene Therapies and Hemopoietic Transplant, IRCCS Bambino Gesù Children’s Hospital, 00165 Rome, Italy
| | - Alberto E. Tozzi
- Multifactorial and Complex Diseases Research Area, IRCCS Bambino Gesù Children’s Hospital, 00165 Rome, Italy
| | - Angela Mastronuzzi
- Department of Oncology/Hematology, Cell Therapy Gene Therapies and Hemopoietic Transplant, IRCCS Bambino Gesù Children’s Hospital, 00165 Rome, Italy
| | - Nicola Vanacore
- National Center for Disease Prevention and Health Promotion, Italian National Institute of Health, 00161 Rome, Italy
| | - Eleonora Lacorte
- National Center for Disease Prevention and Health Promotion, Italian National Institute of Health, 00161 Rome, Italy
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21
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Zhou Y, Wu D, Wang C, Sun K, Xu P, Wang Z, Xiao W. The effect of working memory training on situation awareness in a flight simulator. COGNITION, TECHNOLOGY & WORK (ONLINE) 2022; 24:667-674. [PMID: 35813562 PMCID: PMC9252550 DOI: 10.1007/s10111-022-00707-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 06/13/2022] [Indexed: 06/15/2023]
Abstract
The close relationship between working memory and situation awareness (SA) has been confirmed and further empirical investigations are lacking. The main aim of this study was to demonstrate the feasibility of working memory training for improving SA. Thirty-eight participants completed a challenging flight scenario in a high-fidelity flight simulator and were randomized into a training group (n = 20) or a control group (n = 18). The training group engaged in an adaptive dual N-back task for 2 weeks, while the control group was given a negative control task. Three-dimensional situation awareness rating technique (3D-SART) scores and situation awareness global assessment technique (SAGAT) scores were recorded to evaluate pretest and posttest SA. The results showed that both situational understanding dimension scores in the 3D-SART and SAGAT scores were significantly increased from the pretest to the posttest in the training group, while the control group showed no significant differences. It was concluded that working memory training can effectively improve individuals' SA, which has important implication for future research.
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Affiliation(s)
- Yue Zhou
- School of Military Medical Psychology, Air Force Medical University, Xi’an, 710032 China
| | - Di Wu
- School of Military Medical Psychology, Air Force Medical University, Xi’an, 710032 China
| | - Chaoxian Wang
- School of Military Medical Psychology, Air Force Medical University, Xi’an, 710032 China
| | - Kewei Sun
- School of Military Medical Psychology, Air Force Medical University, Xi’an, 710032 China
| | - Pengbo Xu
- School of Military Medical Psychology, Air Force Medical University, Xi’an, 710032 China
| | - Ziwei Wang
- School of Military Medical Psychology, Air Force Medical University, Xi’an, 710032 China
| | - Wei Xiao
- School of Military Medical Psychology, Air Force Medical University, Xi’an, 710032 China
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22
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Redlinger E, Glas B, Rong Y. Impact of Visual Game-Like Features on Cognitive Performance in a Virtual Reality Working Memory Task: Within-Subjects Experiment. JMIR Serious Games 2022; 10:e35295. [PMID: 35482373 PMCID: PMC9100375 DOI: 10.2196/35295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 03/08/2022] [Accepted: 03/25/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Although the pursuit of improved cognitive function through working memory training has been the subject of decades of research, the recent growth in commercial adaptations of classic working memory tasks in the form of gamified apps warrants additional scrutiny. In particular, the emergence of virtual reality as a platform for cognitive training presents opportunities for the use of novel visual features. OBJECTIVE This study aimed to add to the body of knowledge regarding the use of game-like visual design elements by specifically examining the application of two particular visual features common to virtual reality environments: immersive, colorful backgrounds and the use of 3D depth. In addition, electroencephalography (EEG) data were collected to identify potential neural correlates of any observed changes in performance. METHODS A simple visual working memory task was presented to participants in several game-like adaptations, including the use of colorful, immersive backgrounds and 3D depth. The impact of each adaptation was separately assessed using both EEG and performance assessment outcomes and compared with an unmodified version of the task. RESULTS Results suggest that although accuracy and reaction time may be slightly affected by the introduction of such game elements, the effects were small and not statistically significant. Changes in EEG power, particularly in the beta and theta rhythms, were significant but failed to correlate with any corresponding changes in performance. Therefore, they may only reflect cognitive changes at the perceptual level. CONCLUSIONS Overall, the data suggest that the addition of these specific visual features to simple cognitive tasks does not appear to significantly affect performance or task-dependent cognitive load.
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Affiliation(s)
- Eric Redlinger
- Tokyo Institute of Technology, Institute of Innovative Research / Koike & Yoshimura Lab, Tokyo, Japan
| | | | - Yang Rong
- Tokyo Institute of Technology, Tokyo, Japan
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23
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Beishon L, Haunton V, Bradbury-Jones C, Subramaniam H, Mukaetova-Ladinska EB, Panerai RB, Robinson T, Evley R. The Cognition and Flow Study (CogFlowS): A Mixed Method Evaluation of a Randomized Feasibility Trial of Cognitive Training in Dementia. J Alzheimers Dis 2022; 87:1013-1031. [DOI: 10.3233/jad-215726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: Cognitive training (CT) may be beneficial in delaying the onset or slowing dementia progression. CT has been evaluated quantitatively and qualitatively, but none have used mixed methods approaches. Objective: The aim of this study was to use a mixed methods approach to identify those who may selectively benefit from CT. Methods: This was an explanatory sequential mixed methods study involving a quantitative randomized trial of 12 weeks multi-domain CT in healthy older adults (HC, n = 20), and people living with mild cognitive impairment (MCI; n = 12) and dementia (n = 24). Quantitative outcomes included: cognition, mood, quality of life, and activities of daily living. 28 (10 HC, 6 MCI, 12 dementia) training participants completed semi-structured interviews with their carer. Quantitative and qualitative data were integrated using joint displays. Results: Three participants dropped out from the training early-on, leaving 25 participants with follow-up data for full integration (10 HC, 6 MCI, 9 dementia). Dropouts and lower adherence to training were more common in dementia participants with greater non-modifiable barriers. High adherers were more resilient to negative emotions, and poorer or fluctuating performance. Integrated analysis found the majority of participants (n = 24) benefited across outcomes, with no clear profile of individuals who benefited more than others. Participants made a number of key recommendations to improve adherence and minimize dropout to CT. Conclusion: Reasons for dropout and low adherence were identified, with recommendations provided for the design of CT for dementia. An individual approach to training should be adopted and low adherence should not preclude engagement with CT.
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Affiliation(s)
- Lucy Beishon
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
| | - Victoria Haunton
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
- NIHR Leicester Biomedical Research Centre, British Heart Foundation Cardiovascular Research Centre, The Glenfield Hospital, Leicester, UK
| | | | - Hari Subramaniam
- The Evington Centre, Leicestershire Partnership NHS Trust, Leicester, UK
- Department of Neuroscience, University of Leicester, Psychology and Behaviour, Leicester, UK
| | - Elizabeta B. Mukaetova-Ladinska
- The Evington Centre, Leicestershire Partnership NHS Trust, Leicester, UK
- Department of Neuroscience, University of Leicester, Psychology and Behaviour, Leicester, UK
| | - Ronney B. Panerai
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
- NIHR Leicester Biomedical Research Centre, British Heart Foundation Cardiovascular Research Centre, The Glenfield Hospital, Leicester, UK
| | - Thompson Robinson
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
- NIHR Leicester Biomedical Research Centre, British Heart Foundation Cardiovascular Research Centre, The Glenfield Hospital, Leicester, UK
| | - Rachel Evley
- Injury, Recovery and Inflammation Science, University of Nottingham, UK
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24
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Pennington DL, Reavis JV, Cano MT, Walker E, Batki SL. The Impact of Exercise and Virtual Reality Executive Function Training on Cognition Among Heavy Drinking Veterans With Traumatic Brain Injury: A Pilot Feasibility Study. Front Behav Neurosci 2022; 16:802711. [PMID: 35391785 PMCID: PMC8981916 DOI: 10.3389/fnbeh.2022.802711] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 02/22/2022] [Indexed: 12/19/2022] Open
Abstract
Executive function (EF) underlies self-control deficits in alcohol use disorder (AUD) and traumatic brain injury (TBI). Cognitive training is a promising adjunctive treatment targeting TBI- and AUD- related cognitive dysfunction. However, major limitations related to compliance and generalizability in the field of cognitive training exist. Physical activity is associated with enhanced cognitive performance across several executive functions and may enhance the benefits of cognitive training. Virtual reality provides multisensory embodied experiences which are likely to engage brain networks more efficiently than standard cognitive training systems, ultimately resulting in greater near- and far-transfer effects. This pilot study aimed to obtain feasibility data and a preliminary assessment of an enriched virtual reality (VR) EF training (EFT) intervention combined with exercise (NCT03786276). Using an 8-week randomized adaptive design study, 30 AUD treatment seeking U.S. Veterans completed nine sessions of exercise-only (n = 15) or gameplay control (n = 15) over 3 weeks, followed by a week-4 repeat assessment in Phase 1. Twenty-three participants completed and moved onto Phase II, where they completed up to nine sessions of VR-EFT plus exercise and completed a week-8 end-of-study assessment. Primary outcomes included feasibility to retain participants, usability, and satisfaction of using VR-EFT. Secondary and exploratory outcomes included within group assessment of change in cognitive function, alcohol use, alcohol craving, and post-concussive symptoms among the three treatment conditions.VR-EFT was feasible with moderate usability and high acceptability ratings.The most common VR-related adverse effect was motion sickness (n = 2/16, 12.5%). The VR-EFT condition was associated with significant improvement in inhibition-switching and visual scanning (both p < 0.05) during Phase II. Exercise-only was associated with significant improvements in cognitive inhibition, cognitive flexibility, reductions in alcohol craving, and number of standard alcohol drinks per week (all p ≤ 0.05). The gaming-control condition was associated with improvement in cognitive flexibility and visuospatial immediate recall (both p < 0.05) during Phase 1. Recruitment and retention of U.S. veterans with AUD and TBI into an exercise plus VR-EFT intervention is feasible, but technological barriers may impact usability. VR-EFT was associated with improvement in executive function domains that were targeted in as little as 3-week and nine sessions of VR-EFT exposure. Results are promising and indicate the need for a larger controlled investigation to assess the efficacy of VR-EFT to enhance treatment outcomes among AUD treatment-seeking U.S. veterans with co-occurring AUD and TBI. Clinical Trial Registration www.ClinicalTrials.gov, Identifier: NCT03786276.
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Affiliation(s)
- David L. Pennington
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
- San Francisco Veterans Affairs Health Care System (SFVAHCS), San Francisco, CA, United States
- Northern California Institute for Research and Education (NCIRE), San Francisco, CA, United States
| | - Jill V. Reavis
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
- San Francisco Veterans Affairs Health Care System (SFVAHCS), San Francisco, CA, United States
- Northern California Institute for Research and Education (NCIRE), San Francisco, CA, United States
- Department of Psychology, Palo Alto University, Palo Alto, CA, United States
| | - Monique T. Cano
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
- San Francisco Veterans Affairs Health Care System (SFVAHCS), San Francisco, CA, United States
| | - Erica Walker
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
- San Francisco Veterans Affairs Health Care System (SFVAHCS), San Francisco, CA, United States
- Northern California Institute for Research and Education (NCIRE), San Francisco, CA, United States
| | - Steven L. Batki
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
- San Francisco Veterans Affairs Health Care System (SFVAHCS), San Francisco, CA, United States
- Northern California Institute for Research and Education (NCIRE), San Francisco, CA, United States
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Gasteiger N, Ahn HS, Gasteiger C, Lee C, Lim J, Fok C, Macdonald BA, Kim GH, Broadbent E. Robot-Delivered Cognitive Stimulation Games for Older Adults. ACM TRANSACTIONS ON HUMAN-ROBOT INTERACTION 2021. [DOI: 10.1145/3451882] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Cognitive stimulation games delivered on robots may be able to improve cognitive functioning and delay decline in older adults. However, little is known about older adults’ in-depth opinions of robot-delivered games, as current research primarily focuses on technical development and one-off use. This article explores the usability, acceptability, and perceptions of community-dwelling older adults towards cognitive games delivered on a robot that incorporated movable interactive blocks. Semi-structured interviews were conducted with participants at the end of a 12-week cognitive stimulation games intervention delivered entirely on robots. Participants were 10 older adults purposively sampled from two retirement villages. A framework analysis approach was used to code data to predefined themes related to technology acceptance (perceived benefits, satisfaction, and preference), and usability (effectiveness, efficiency, and satisfaction). Results indicated that cognitive games delivered on a robot may be a valuable addition to existing cognitive stimulation activities. The robot was considered easy to use and useful in improving cognitive functioning. Future developments should incorporate interactive gaming tools, the use of social anthropomorphic robots, contrasting colour schemes to accommodate macular degeneration, and cultural-specific imagery and language. This will help cater to the preferences and age-related health needs of older adults, to ultimately enhance usability and acceptability.
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Affiliation(s)
- Norina Gasteiger
- School of Population Health, The University of Auckland, Auckland, New Zealand
| | - Ho Seok Ahn
- Department of Electrical, Computer and Software Engineering, The University of Auckland, Auckland, New Zealand
| | - Chiara Gasteiger
- Department of Psychological Medicine, The University of Auckland, Auckland, New Zealand
| | - Christopher Lee
- Department of Electrical, Computer and Software Engineering, The University of Auckland, Auckland, New Zealand
| | - Jongyoon Lim
- Department of Electrical, Computer and Software Engineering, The University of Auckland, Auckland, New Zealand
| | - Christine Fok
- School of Population Health, The University of Auckland, Auckland, New Zealand
| | - Bruce A. Macdonald
- Department of Electrical, Computer and Software Engineering, The University of Auckland, Auckland, New Zealand
| | - Geon Ha Kim
- Department of Neurology, Ewha Womans University Mokdong Hospital, Ewha Womans University, College of Medicine, Seoul, South Korea
| | - Elizabeth Broadbent
- Department of Psychological Medicine, The University of Auckland, Auckland, New Zealand
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Johnson EL, Jones KT. Longitudinal indices of human cognition and brain structure. J Neurosci Res 2021; 99:2323-2326. [PMID: 34328671 PMCID: PMC8954373 DOI: 10.1002/jnr.24938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 07/14/2021] [Indexed: 11/08/2022]
Affiliation(s)
- Elizabeth L. Johnson
- Helen Wills Neuroscience Institute, University of California-Berkeley, Berkeley, CA, USA
- Institute of Gerontology, Life-Span Cognitive Neuroscience Program, Wayne State University, Detroit, MI, USA
| | - Kevin T. Jones
- Department of Neurology, University of California-San Francisco, San Francisco, CA, USA
- Neuroscape, University of California-San Francisco, San Francisco, CA, USA
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27
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Lee S, Yu LQ, Lerman C, Kable JW. Subjective value, not a gridlike code, describes neural activity in ventromedial prefrontal cortex during value-based decision-making. Neuroimage 2021; 237:118159. [PMID: 33991700 PMCID: PMC8298105 DOI: 10.1016/j.neuroimage.2021.118159] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Revised: 05/06/2021] [Accepted: 05/08/2021] [Indexed: 12/20/2022] Open
Abstract
Across many studies, ventromedial prefrontal cortex (vmPFC) activity has been found to correlate with subjective value during value-based decision-making. Recently, however, vmPFC has also been shown to reflect a hexagonal gridlike code during navigation through physical and conceptual space, and such gridlike codes have been proposed to enable value-based choices between novel options. Here, we first show that, in theory, a hexagonal gridlike code can in some cases mimic vmPFC activity previously attributed to subjective value, raising the possibility that the subjective value correlates previously observed in vmPFC may have actually been a misconstrued gridlike signal. We then compare the two accounts empirically, using fMRI data from a large number of subjects performing an intertemporal choice task. We find clear and unambiguous evidence that subjective value is a better description of vmPFC activity in this task than a hexagonal gridlike code. In fact, we find no significant evidence at all for a hexagonal gridlike code in vmPFC activity during intertemporal choice. This result limits the generality of gridlike modulation as description of vmPFC activity. We suggest that vmPFC may flexibly switch representational schemes so as to encode the most relevant information for the current task.
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Affiliation(s)
- Sangil Lee
- Department of Psychology, University of Pennsylvania, Philadelphia, PA 19104, USA.
| | - Linda Q Yu
- Department of Psychology, University of Pennsylvania, Philadelphia, PA 19104, USA; Carney Institute for Brain Science, Brown University, Providence, RI 02912, USA
| | - Caryn Lerman
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90033, USA
| | - Joseph W Kable
- Department of Psychology, University of Pennsylvania, Philadelphia, PA 19104, USA
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Martínez-Briones BJ, Bosch-Bayard J, Biscay-Lirio RJ, Silva-Pereyra J, Albarrán-Cárdenas L, Fernández T. Effects of Neurofeedback on the Working Memory of Children with Learning Disorders-An EEG Power-Spectrum Analysis. Brain Sci 2021; 11:brainsci11070957. [PMID: 34356191 PMCID: PMC8303215 DOI: 10.3390/brainsci11070957] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 07/07/2021] [Accepted: 07/15/2021] [Indexed: 01/10/2023] Open
Abstract
Learning disorders (LDs) are diagnosed in children impaired in the academic skills of reading, writing and/or mathematics. Children with LDs usually exhibit a slower resting-state electroencephalogram (EEG), corresponding to a neurodevelopmental lag. Frequently, children with LDs show working memory (WM) impairment, associated with an abnormal task-related EEG with overall slower EEG activity (more delta and theta power, and less gamma activity in posterior sites). These EEG patterns indicate inefficient neural resource management. Neurofeedback (NFB) treatments aimed at normalizing the resting-state EEG of LD children have shown improvements in cognitive-behavioral indices and diminished EEG abnormalities. Given the typical findings of WM impairment in children with LDs, we aimed to explore the effects of an NFB treatment on the WM of children with LDs by analyzing the WM-related EEG power spectrum. EEGs of 18 children (8–11 y.o.) with LDs were recorded, pre- and post-treatment, during performance of a Sternberg-type WM task. Thirty sessions of an NFB treatment (NFB-group, n = 10) or 30 sessions of a placebo-sham treatment (sham-group, n = 8) were administered. We analyzed the before and after treatment group differences for the behavioral performance and the WM-related EEG power spectrum. The NFB group showed faster response times in the WM task post-treatment. They also exhibited a decreased theta power and increased beta and gamma power at the frontal and posterior sites post-treatment. We explain these findings in terms of NFB improving the efficiency of neural resource management, maintenance of memory representations, and improved subvocal memory rehearsal.
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Affiliation(s)
- Benito J. Martínez-Briones
- Departamento de Neurobiología Conductual y Cognitiva, Instituto de Neurobiología, Universidad Nacional Autónoma de México Campus Juriquilla, Querétaro QE 76230, Mexico; (B.J.M.-B.); (J.B.-B.); (L.A.-C.)
| | - Jorge Bosch-Bayard
- Departamento de Neurobiología Conductual y Cognitiva, Instituto de Neurobiología, Universidad Nacional Autónoma de México Campus Juriquilla, Querétaro QE 76230, Mexico; (B.J.M.-B.); (J.B.-B.); (L.A.-C.)
- McGill Centre for Integrative Neuroscience (MCIN), Ludmer Centre for Neuroinformatics and Mental Health, Montreal Neurological Institute (MNI), McGill University, Montreal, QC H3A 2B4, Canada
| | | | - Juan Silva-Pereyra
- Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Tlanepantla, Estado de México MX 54090, Mexico;
| | - Lucero Albarrán-Cárdenas
- Departamento de Neurobiología Conductual y Cognitiva, Instituto de Neurobiología, Universidad Nacional Autónoma de México Campus Juriquilla, Querétaro QE 76230, Mexico; (B.J.M.-B.); (J.B.-B.); (L.A.-C.)
| | - Thalía Fernández
- Departamento de Neurobiología Conductual y Cognitiva, Instituto de Neurobiología, Universidad Nacional Autónoma de México Campus Juriquilla, Querétaro QE 76230, Mexico; (B.J.M.-B.); (J.B.-B.); (L.A.-C.)
- Correspondence:
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Manza P, Shokri-Kojori E, Volkow ND. Reduced Segregation Between Cognitive and Emotional Processes in Cannabis Dependence. Cereb Cortex 2021; 30:628-639. [PMID: 31211388 DOI: 10.1093/cercor/bhz113] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Revised: 03/26/2019] [Accepted: 05/06/2019] [Indexed: 01/16/2023] Open
Abstract
Addiction is characterized by an erosion of cognitive control toward drug taking that is accentuated by negative emotional states. Here we tested the hypothesis that enhanced interference on cognitive control reflects a loss of segregation between cognition and emotion in addiction. We analyzed Human Connectome Project data from 1206 young adults, including 89 with cannabis dependence (CD). Two composite factors, one for cognition and one for emotion, were derived using principal component (PC) analyses. Component scores for these PCs were significantly associated in the CD group, such that negative emotionality correlated with poor cognition. However, the corresponding component scores were uncorrelated in matched controls and nondependent recreational cannabis users (n = 87). In CD, but not controls or recreational users, functional magnetic resonance imaging activations to emotional stimuli (angry/fearful faces > shapes) correlated with activations to cognitive demand (working memory; 2-back > 0-back). Canonical correlation analyses linked individual differences in cognitive and emotional component scores with brain activations. In CD, there was substantial overlap between cognitive and emotional brain-behavior associations, but in controls, associations were more restricted to the cognitive domain. These findings support our hypothesis of impaired segregation between cognitive and emotional processes in CD that might contribute to poor cognitive control under conditions of increased emotional demand.
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Affiliation(s)
- Peter Manza
- National Institute on Alcoholism and Alcohol Abuse, National Institutes of Health, Bethesda, MD 20892, USA
| | - Ehsan Shokri-Kojori
- National Institute on Alcoholism and Alcohol Abuse, National Institutes of Health, Bethesda, MD 20892, USA
| | - Nora D Volkow
- National Institute on Alcoholism and Alcohol Abuse, National Institutes of Health, Bethesda, MD 20892, USA.,National Institute on Drug Abuse, National Institutes of Health, Bethesda, MD 20892, USA
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Redlinger E, Glas B, Rong Y. Impact of screen size on cognitive training task performance: An HMD study. Int J Psychophysiol 2021; 166:166-173. [PMID: 34119616 DOI: 10.1016/j.ijpsycho.2021.06.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 05/12/2021] [Accepted: 06/09/2021] [Indexed: 10/21/2022]
Abstract
To better understand the impact of different screen sizes in cognitive training, study subjects performed an adaptive training task at three separate visual angles using a head-mounted display (HMD). Cognitive load was assessed using EEG and compared with task performance (accuracy and response time) for each condition. While previous studies found performance benefits corresponding to increased screen size in memory and learning tasks, our results suggest such benefits may only apply up to a visual angle of approximately 20°, after which increases in size become inversely correlated with task performance.
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Affiliation(s)
| | | | - Yang Rong
- Tokyo Institute of Technology, Japan
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31
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Abstract
AbstractThe present study examines whether playing a video game can help improve cognitive skills needed for successful performance on cognitive tasks, such as updating, which involves continuous monitoring of incoming information that results in rapid addition or deletion of information in working memory. For example, in the n-back task, the participant sees a series of rapidly presented letters on a screen and must press a key each time the current letter is the same as one presented n trials previously (e.g., 3 trials back). Young adults were randomly assigned to play CrushStations (a desktop game the authors designed to teach updating skill) or Bookworm (a commercially available word search game used as a control) for 4 30-min sessions spread over 9 days. Consistent with specific transfer theory, CrushStations players improved on performing the target skill in the game context across the four sessions (the highest level achieved). Consistent with specific transfer of general skill theory, CrushStations players outscored Bookworm players on a posttest involving accurately performing the target skill in a non-game context (n-back task). In contrast to general transfer theory, CrushStations players did not differ from Bookworm players on posttests measuring skills not directly targeted in the game (visuospatial memory task). These results show the benefits of designing educational games in line with the cognitive theory of game-based training (Parong et al., 2020).
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32
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Wells A, Parong J, Mayer RE. Limits on Training Inhibitory Control with a Focused Video Game. JOURNAL OF COGNITIVE ENHANCEMENT 2021. [DOI: 10.1007/s41465-020-00184-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Xu P, Wu D, Zhou Y, Wu J, Xiao W. An event-related potential (ERP) study of the transfer of response inhibition training to interference control. Exp Brain Res 2021; 239:1327-1335. [PMID: 33646327 DOI: 10.1007/s00221-021-06055-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Accepted: 02/02/2021] [Indexed: 10/22/2022]
Abstract
The classification of inhibitory control and the relationship between the subcomponents of inhibitory control have been the focus of many studies. This study mainly explored the influence of response inhibition training on interference control through event-related potential data. Forty college students were randomly divided into a training group and a control group. Two response inhibition tasks were used as training tasks and the Stroop and go/no-go tasks were used with electroencephalogram monitoring to evaluate students' abilities in the two kinds of inhibitory control. The results showed that the conflict effect of the training group significantly improved after training compared with those of the control group. In the training group, the N2 effect was enhanced not only in the no-go stimulation in the training task but also in the incongruent stimulation in the untrained Stroop task and there was a correlation in the enhancement of the N2 effect between the two tasks. To some extent, this study provided neuroscientific evidence that response inhibition training can transfer to interference control.
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Affiliation(s)
- Pengbo Xu
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Di Wu
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Yue Zhou
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Jing Wu
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Wei Xiao
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China.
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34
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Nęcka E, Gruszka A, Hampshire A, Sarzyńska-Wawer J, Anicai AE, Orzechowski J, Nowak M, Wójcik N, Sandrone S, Soreq E. The Effects of Working Memory Training on Brain Activity. Brain Sci 2021; 11:brainsci11020155. [PMID: 33503877 PMCID: PMC7911688 DOI: 10.3390/brainsci11020155] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 12/31/2020] [Accepted: 01/11/2021] [Indexed: 12/29/2022] Open
Abstract
This study aimed to investigate if two weeks of working memory (WM) training on a progressive N-back task can generate changes in the activity of the underlying WM neural network. Forty-six healthy volunteers (23 training and 23 controls) were asked to perform the N-back task during three fMRI scanning sessions: (1) before training, (2) after the half of training sessions, and (3) at the end. Between the scanning sessions, the experimental group underwent a 10-session training of working memory with the use of an adaptive version of the N-back task, while the control group did not train anything. The N-back task in the scanning sessions was relatively easy (n = 2) in order to ensure high accuracy and a lack of between-group differences at the behavioral level. Such training-induced differences in neural efficiency were expected. Behavioral analyses revealed improved performance of both groups on the N-back task. However, these improvements resulted from the test-retest effect, not the training outside scanner. Performance on the non-trained stop-signal task did not demonstrate any transfer effect. Imaging analysis showed changes in activation in several significant clusters, with overlapping regions of interest in the frontal and parietal lobes. However, patterns of between-session changes of activation did not show any effect of training. The only finding that can be linked with training consists in strengthening the correlation between task performance accuracy and activation of the parietal regions of the neural network subserving working memory (left superior parietal lobule and right supramarginal gyrus posterior). These results suggest that the effects of WM training consist in learning that, in order to ensure high accuracy in the criterion task, activation of the parietal regions implicated in working memory updating must rise.
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Affiliation(s)
- Edward Nęcka
- Faculty of Philosophy, Institute of Psychology, Jagiellonian University in Kraków, 31-007 Krakow, Poland; (A.G.); (M.N.); (N.W.)
- Correspondence: ; Tel.: +48-126-332-432
| | - Aleksandra Gruszka
- Faculty of Philosophy, Institute of Psychology, Jagiellonian University in Kraków, 31-007 Krakow, Poland; (A.G.); (M.N.); (N.W.)
| | - Adam Hampshire
- The C3NL Lab, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London SW7 2BU, UK; (A.H.); (A.-E.A.); (S.S.); (E.S.)
| | | | - Andreea-Elena Anicai
- The C3NL Lab, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London SW7 2BU, UK; (A.H.); (A.-E.A.); (S.S.); (E.S.)
| | - Jarosław Orzechowski
- Department of Cognitive Psychology and Psychology of Individual Differences, Wroclaw Faculty of Psychology, SWPS University of Social Sciences and Humanities, 53-238 Wrocław, Poland;
| | - Michał Nowak
- Faculty of Philosophy, Institute of Psychology, Jagiellonian University in Kraków, 31-007 Krakow, Poland; (A.G.); (M.N.); (N.W.)
| | - Natalia Wójcik
- Faculty of Philosophy, Institute of Psychology, Jagiellonian University in Kraków, 31-007 Krakow, Poland; (A.G.); (M.N.); (N.W.)
| | - Stefano Sandrone
- The C3NL Lab, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London SW7 2BU, UK; (A.H.); (A.-E.A.); (S.S.); (E.S.)
| | - Eyal Soreq
- The C3NL Lab, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London SW7 2BU, UK; (A.H.); (A.-E.A.); (S.S.); (E.S.)
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Krivanek TJ, Gale SA, McFeeley BM, Nicastri CM, Daffner KR. Promoting Successful Cognitive Aging: A Ten-Year Update. J Alzheimers Dis 2021; 81:871-920. [PMID: 33935078 PMCID: PMC8293659 DOI: 10.3233/jad-201462] [Citation(s) in RCA: 81] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/18/2021] [Indexed: 02/07/2023]
Abstract
A decade has passed since we published a comprehensive review in this journal addressing the topic of promoting successful cognitive aging, making this a good time to take stock of the field. Because there have been limited large-scale, randomized controlled trials, especially following individuals from middle age to late life, some experts have questioned whether recommendations can be legitimately offered about reducing the risk of cognitive decline and dementia. Despite uncertainties, clinicians often need to at least make provisional recommendations to patients based on the highest quality data available. Converging lines of evidence from epidemiological/cohort studies, animal/basic science studies, human proof-of-concept studies, and human intervention studies can provide guidance, highlighting strategies for enhancing cognitive reserve and preventing loss of cognitive capacity. Many of the suggestions made in 2010 have been supported by additional research. Importantly, there is a growing consensus among major health organizations about recommendations to mitigate cognitive decline and promote healthy cognitive aging. Regular physical activity and treatment of cardiovascular risk factors have been supported by all of these organizations. Most organizations have also embraced cognitively stimulating activities, a heart-healthy diet, smoking cessation, and countering metabolic syndrome. Other behaviors like regular social engagement, limiting alcohol use, stress management, getting adequate sleep, avoiding anticholinergic medications, addressing sensory deficits, and protecting the brain against physical and toxic damage also have been endorsed, although less consistently. In this update, we review the evidence for each of these recommendations and offer practical advice about behavior-change techniques to help patients adopt brain-healthy behaviors.
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Affiliation(s)
- Taylor J. Krivanek
- Center for Brain/Mind Medicine, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Hale Building for Transformative Medicine, Boston, MA, USA
| | - Seth A. Gale
- Center for Brain/Mind Medicine, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Hale Building for Transformative Medicine, Boston, MA, USA
| | - Brittany M. McFeeley
- Center for Brain/Mind Medicine, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Hale Building for Transformative Medicine, Boston, MA, USA
| | - Casey M. Nicastri
- Center for Brain/Mind Medicine, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Hale Building for Transformative Medicine, Boston, MA, USA
| | - Kirk R. Daffner
- Center for Brain/Mind Medicine, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Hale Building for Transformative Medicine, Boston, MA, USA
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Stavroulaki V, Giakoumaki SG, Sidiropoulou K. Working memory training effects across the lifespan: Evidence from human and experimental animal studies. Mech Ageing Dev 2020; 194:111415. [PMID: 33338498 DOI: 10.1016/j.mad.2020.111415] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 11/23/2020] [Accepted: 12/09/2020] [Indexed: 10/22/2022]
Abstract
Working memory refers to a cognitive function that provides temporary storage and manipulation of the information necessary for complex cognitive tasks. Due to its central role in general cognition, several studies have investigated the possibility that training on working memory tasks could improve not only working memory function but also increase other cognitive abilities or modulate other behaviors. This possibility is still highly controversial, with prior studies providing contradictory findings. The lack of systematic approaches and methodological shortcomings complicates this debate even more. This review highlights the impact of working memory training at different ages on humans. Finally, it demonstrates several findings about the neural substrate of training in both humans and experimental animals, including non-human primates and rodents.
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Affiliation(s)
| | - Stella G Giakoumaki
- Laboratory of Neuropsychology, Department of Psychology, Gallos University Campus, University of Crete, Rethymno, 74100, Crete, Greece; University of Crete Research Center for the Humanities, The Social and Educational Sciences, University of Crete, Rethymno, 74100, Crete, Greece
| | - Kyriaki Sidiropoulou
- Dept of Biology, University of Crete, Greece; Institute of Molecular Biology and Biotechnology - Foundation for Research and Technology Hellas, Greece.
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37
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Executive functioning moderates neural reward processing in youth. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2020; 21:105-118. [PMID: 33263153 DOI: 10.3758/s13415-020-00851-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/09/2020] [Indexed: 01/12/2023]
Abstract
Although executive functioning has traditionally been studied in "cool" settings removed from emotional contexts, it is highly relevant in "hot" emotionally salient settings such as reward processing. Furthermore, brain structures related to "cool" executive functioning and "hot" reward-related processes develop simultaneously, yet little is known about how executive functioning modulates neural processes related to reward processing during adolescence, a period of time when these systems are still developing. The present study examined how performance on "cool" behavioral executive functioning measures moderates neural reward processing. Youths (N = 43, Mage = 13.74 years, SD = 1.81 years) completed a child-friendly monetary incentive delay task during fMRI acquisition that captures neural responses to reward anticipation and to reward receipt and omission. Performance on inhibitory control and cognitive flexibility measures, captured outside the scanner, was used to predict brain activation and seed-based connectivity (ventral striatum and amygdala). Across analyses, we found that executive functioning moderated youths' neural responses during both reward anticipation and performance feedback, predominantly with respect to amygdala connectivity with prefrontal/frontal and temporal structures, supporting previous theoretical models of brain development during adolescence. Overall, youths with worse executive functioning had more pronounced differences in neural activation and connectivity between task conditions compared with youths with better executive functioning. This study contributes to elucidating the relationship between "cool" and "hot" processes and our findings demonstrate that simple executive functioning skills moderate more complex processes that involve incorporation of numerous skills in an emotionally salient context, such as reward processing.
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Yang L, Gallant SN, Wilkins LK, Dyson B. Cognitive and Psychosocial Outcomes of Self-Guided Executive Function Training and Low-Intensity Aerobic Exercise in Healthy Older Adults. Front Aging Neurosci 2020; 12:576744. [PMID: 33328958 PMCID: PMC7710606 DOI: 10.3389/fnagi.2020.576744] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Accepted: 09/17/2020] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES Prior work has demonstrated that executive function training or physical exercise can improve older adults' cognition. The current study takes an exploratory approach to compare the feasibility and efficacy of online executive function training and low-intensity aerobic exercise for improving cognitive and psychosocial functioning in healthy older adults. METHOD Following a standard pretest-training-posttest protocol, 40 older adults (aged 65 and above) were randomly assigned to an executive function or a physical training group. A battery of cognitive and psychosocial outcome measures were administered before and after training. During the 10 weeks of self-guided training at home (25-30 min/day, 4 days/week), the executive function training group practiced a set of adaptive online executive function tasks designed by Lumos Labs, whereas the physical training group completed an adaptive Digital Video Disc (DVD)-based low-intensity aerobic exercise program. RESULTS Training transfer effects were limited. Relative to low-intensity aerobic exercise, executive function training yielded cognitive improvement on the 64-card Wisconsin Card Sorting Task (WCST-64), a general executive function measure. Depression and stress levels dropped following both training programs, but this could be driven by decreased stress or excitement in performing the tasks over time. DISCUSSION The results revealed limited cognitive benefits of the online executive function training program, specifically to a near transfer test of general executive control. Importantly, the current study supports the feasibility of home-based self-guided executive function and low-intensity physical training with healthy older adults.
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Affiliation(s)
- Lixia Yang
- Department of Psychology, Ryerson University, Toronto, ON, Canada
| | - Sara N. Gallant
- Department of Psychology, Ryerson University, Toronto, ON, Canada
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States
| | - Leanne Karyn Wilkins
- Department of Psychology, Ryerson University, Toronto, ON, Canada
- Department of Psychology, Memorial University of Newfoundland, St. John’s, NL, Canada
| | - Ben Dyson
- Department of Psychology, Ryerson University, Toronto, ON, Canada
- Department of Psychology, University of Alberta, Edmonton, AB, Canada
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Effects of Cognitive Training in Mild Cognitive Impairmentmeasured by Resting State Functional Imaging. Behav Sci (Basel) 2020; 10:bs10110175. [PMID: 33213021 PMCID: PMC7698473 DOI: 10.3390/bs10110175] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 11/13/2020] [Accepted: 11/14/2020] [Indexed: 12/18/2022] Open
Abstract
Mild cognitive impairment (MCI) is defined as an intermediate state of cognitive alteration between normal aging and dementia. In this study, we performed a functional network connectivity analysis using resting-state functional magnetic resonance imaging to investigate the association between changes in functional connectivity in the brain and the improvement in cognitive abilities after cognitive training. A computerized cognitive training program was used to improve the abilities of fifteen participants with MCI. The cognitive training program (Comcog), which consists of three weekly sessions totaling 90 min, was conducted with all participants over six weeks. The cognitive abilities before (pre-Comcog) and after (post-Comcog) the cognitive training process were measured using a neurocognitive function test. After the Comcog, the participants enhanced their visual and verbal memories, attention, and visuo-motor coordination. The functional connectivity between cingulo-opercular (CON) and default mode (DMN) showed significant improvements after Comcog training. Therefore, our study suggests that cognitive training may improve the cognitive abilities of participants. This improvement was associated with an increase in the functional connectivity between DMN and CON. The increase in functional connectivity after cognitive training was specifically associated with overall cognitive functions, including executive, memory, decision-making, and motivational functions.
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Brei NG, Raicu AM, Lee HJ, Klein-Tasman BP. Feasibility and acceptability of an online response inhibition cognitive training program for youth with Williams syndrome. INTERNATIONAL REVIEW OF RESEARCH IN DEVELOPMENTAL DISABILITIES 2020; 59:107-134. [PMID: 33083211 PMCID: PMC7560495 DOI: 10.1016/bs.irrdd.2020.09.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Williams syndrome (WS) is a genetic neurodevelopmental disorder often accompanied by inhibitory difficulties. Online cognitive training programs show promise for improving cognitive functions. No such interventions have been developed for individuals with WS, but to explore the practicality of large-scale online cognitive training for this population, we must first investigate whether families of those with WS find these programs feasible and acceptable. Twenty individuals aged 10-17 years with WS, along with parents, participated in a pilot online cognitive training program supervised in real time using videoconference software. We evaluated the feasibility and acceptability of this response inhibition training using three parent questionnaires. Descriptive data are reported for the measures of feasibility and acceptability. Overall, the online procedures received a positive reaction from families. Parents were likely to recommend the study to others. They indicated training was ethical and acceptable despite feeling neutral about effectiveness. The frequency and duration of sessions were acceptable to families (two 20-to-30-min sessions per week; 10 sessions total). Families provided feedback and offered suggestions for improvement, such as more flexibility in scheduling and decreasing time spent in review of procedures.
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Affiliation(s)
- Natalie G Brei
- Catholic Social Services of Southern Nebraska, Lincoln, NE, United States
| | | | - Han Joo Lee
- University of Wisconsin-Milwaukee, Milwaukee, WI, United States
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Felton JW, Collado A, Ingram KM, Doran K, Yi R. Improvement of Working Memory is a Mechanism for Reductions in Delay Discounting Among Mid-Age Individuals in an Urban Medically Underserved Area. Ann Behav Med 2020; 53:988-998. [PMID: 30955043 DOI: 10.1093/abm/kaz010] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Delay discounting, or the tendency to devalue rewards as a function of their delayed receipt, is associated with myriad negative health behaviors. Individuals from medically underserved areas are disproportionately at risk for chronic health problems. The higher rates of delay discounting and consequent adverse outcomes evidenced among low-resource and unstable environments suggest this may be an important pathway to explain health disparities among this population. PURPOSE The current study examined the effectiveness of a computerized working memory training program to decrease rates of delay discounting among residents of a traditionally underserved region. METHODS Participants (N = 123) were recruited from a community center serving low income and homeless individuals. Subjects completed measures of delay discounting and working memory and then took part in either an active or control working memory training. RESULTS Analyses indicated that participants in the active condition demonstrated significant improvement in working memory and that this improvement mediated the relation between treatment condition and reductions in delay discounting. CONCLUSIONS Results suggest that a computerized intervention targeting working memory may be effective in decreasing rates of delay discounting in adults from medically underserved areas (ClinicalTrials.gov number NCT03501706).
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Affiliation(s)
- Julia W Felton
- Division of Public Health, Michigan State University, Flint, MI, USA
| | - Anahi Collado
- Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, KS, USA
| | | | - Kelly Doran
- School of Nursing, University of Maryland, Baltimore, MD, USA
| | - Richard Yi
- Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, KS, USA
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Lee S, Glaze CM, Bradlow ET, Kable JW. Flexible Utility Function Approximation via Cubic Bezier Splines. PSYCHOMETRIKA 2020; 85:716-737. [PMID: 32979183 PMCID: PMC7599200 DOI: 10.1007/s11336-020-09723-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 07/23/2020] [Indexed: 06/11/2023]
Abstract
In intertemporal and risky choice decisions, parametric utility models are widely used for predicting choice and measuring individuals' impulsivity and risk aversion. However, parametric utility models cannot describe data deviating from their assumed functional form. We propose a novel method using cubic Bezier splines (CBS) to flexibly model smooth and monotonic utility functions that can be fit to any dataset. CBS shows higher descriptive and predictive accuracy over extant parametric models and can identify common yet novel patterns of behavior that are inconsistent with extant parametric models. Furthermore, CBS provides measures of impulsivity and risk aversion that do not depend on parametric model assumptions.
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Affiliation(s)
- Sangil Lee
- Department of Psychology, School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, USA.
- Department of Marketing, Wharton School, University of Pennsylvania, Philadelphia, USA.
| | - Chris M Glaze
- Department of Psychology, School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, USA
| | - Eric T Bradlow
- Department of Marketing, Wharton School, University of Pennsylvania, Philadelphia, USA
| | - Joseph W Kable
- Department of Psychology, School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, USA
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43
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Xu P, Wu D, Chen Y, Wang Z, Xiao W. The Effect of Response Inhibition Training on Risky Decision-Making Task Performance. Front Psychol 2020; 11:1806. [PMID: 32793080 PMCID: PMC7393991 DOI: 10.3389/fpsyg.2020.01806] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 06/30/2020] [Indexed: 12/21/2022] Open
Abstract
Response inhibition is an important component of executive function and plays an indispensable role in decision-making and other advanced cognitive processes. At the same time, we need an effective way to improve decision-making in the face of complex and limited information. This study mainly explored the influence of response inhibition training on college students' risky decision-making. The recruited students were randomly divided into the training group (n = 28) and the control group (n = 28). The training group engaged in Go/NoGo and stop-signal tasks for 2 weeks, while the control group was given the task of reading and summarizing popular science articles related to self-control. The Stroop task and Balloon Analog Risk Task were used to evaluate the pretest and posttest performance in inhibitory control and risky decision-making tasks, respectively, for all subjects. The results showed that response inhibition training can be effectively transferred to interference control task performance. The results showed that both the reward acquired and adjusted Balloon Analog Risk Task score (adj BART) significantly improved compared to the pretest in the training group, while the control group showed no significant differences in the reward acquired and the adj BART between the pretest and the posttest. Although response inhibition training increased risky behaviors in the Balloon Analog Risk Task, it substantially reduced overly conservative behaviors and participants gained more money.
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Affiliation(s)
- Pengbo Xu
- Department of Medical Psychology, Air Force Medical University, Xi'an, China
| | - Di Wu
- Department of Medical Psychology, Air Force Medical University, Xi'an, China
| | - Yuqin Chen
- Department of Medical Psychology, Air Force Medical University, Xi'an, China.,Second Brigade, NCO School, Army Medical University, Shijiazhuang, China
| | - Ziwei Wang
- Department of Medical Psychology, Air Force Medical University, Xi'an, China
| | - Wei Xiao
- Department of Medical Psychology, Air Force Medical University, Xi'an, China
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Lempert KM, Mechanic-Hamilton DJ, Xie L, Wisse LEM, de Flores R, Wang J, Das SR, Yushkevich PA, Wolk DA, Kable JW. Neural and behavioral correlates of episodic memory are associated with temporal discounting in older adults. Neuropsychologia 2020; 146:107549. [PMID: 32621907 DOI: 10.1016/j.neuropsychologia.2020.107549] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Revised: 06/28/2020] [Accepted: 06/29/2020] [Indexed: 01/22/2023]
Abstract
When facing decisions involving trade-offs between smaller, sooner and larger, delayed rewards, people tend to discount the value of future rewards. There are substantial individual differences in this tendency toward temporal discounting, however. One neurocognitive system that may underlie these individual differences is episodic memory, given the overlap in the neural circuitry involved in imagining the future and remembering the past. Here we tested this hypothesis in older adults, including both those that were cognitively normal and those with amnestic mild cognitive impairment (MCI). We found that performance on neuropsychological measures of episodic memory retrieval was associated with temporal discounting, such that people with better memory discounted delayed rewards less. This relationship was specific to episodic memory and temporal discounting, since executive function (another cognitive ability) was unrelated to temporal discounting, and episodic memory was unrelated to risk tolerance (another decision-making preference). We also examined cortical thickness and volume in medial temporal lobe regions critical for episodic memory. Entorhinal cortical thickness was associated with reduced temporal discounting, with episodic memory performance partially mediating this association. The inclusion of MCI participants was critical to revealing these associations between episodic memory and entorhinal cortical thickness and temporal discounting. These effects were larger in the MCI group, reduced after controlling for MCI status, and statistically significant only when including MCI participants in analyses. Overall, these findings suggest that individual differences in temporal discounting are driven by episodic memory function, and that a decline in medial temporal lobe structural integrity may impact temporal discounting.
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Affiliation(s)
- Karolina M Lempert
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Dawn J Mechanic-Hamilton
- Penn Memory Center, University of Pennsylvania, Philadelphia, PA, 19104, USA; Department of Neurology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Long Xie
- Penn Image Computing and Science Laboratory (PICSL), University of Pennsylvania, Philadelphia, PA, 19104, USA; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Laura E M Wisse
- Penn Image Computing and Science Laboratory (PICSL), University of Pennsylvania, Philadelphia, PA, 19104, USA; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Robin de Flores
- Penn Image Computing and Science Laboratory (PICSL), University of Pennsylvania, Philadelphia, PA, 19104, USA; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Jieqiong Wang
- Penn Image Computing and Science Laboratory (PICSL), University of Pennsylvania, Philadelphia, PA, 19104, USA; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Sandhitsu R Das
- Penn Image Computing and Science Laboratory (PICSL), University of Pennsylvania, Philadelphia, PA, 19104, USA; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Paul A Yushkevich
- Penn Image Computing and Science Laboratory (PICSL), University of Pennsylvania, Philadelphia, PA, 19104, USA; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - David A Wolk
- Penn Memory Center, University of Pennsylvania, Philadelphia, PA, 19104, USA; Department of Neurology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Joseph W Kable
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, 19104, USA.
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Oldrati V, Corti C, Poggi G, Borgatti R, Urgesi C, Bardoni A. Effectiveness of Computerized Cognitive Training Programs (CCTP) with Game-like Features in Children with or without Neuropsychological Disorders: a Meta-Analytic Investigation. Neuropsychol Rev 2020; 30:126-141. [PMID: 32112369 DOI: 10.1007/s11065-020-09429-5] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 02/13/2020] [Indexed: 12/18/2022]
Abstract
Computerized cognitive training programs (CCTP) are based on the assumption that cognitive abilities may be boosted by repetitively performing challenging tasks. The integration of game-like features in these programs, associated with the goal of amusing or rewarding participants, may contribute to generate cognitive benefits. Indeed, reinforcement contingencies have been reported to produce positive effects on performance and motivation, especially in children. This meta-analysis was aimed at providing a quantitative summary of the effectiveness of CCTP with game-like features in school-aged children with typical and atypical development. A total of 24 studies, with the cognitive and behavioral outcome data of 1547 participants, were selected for inclusion in the meta-analysis. Subgroup analyses were performed to identify the sources of the observed methodological heterogeneity. A robust variance estimation model, after removal of study outliers, yielded a small-to-moderate significant effect size. Final results pointed out smaller but more precise estimate effect sizes according to methodological aspects related to cognitive domain of outcomes, standardization of measures and type of control applied. Alongside supporting the use of CCTP for rehabilitating cognitive functions, the present results shed light on how different methodological choices are able to shape research findings in the field of children's cognitive rehabilitation.
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Affiliation(s)
- Viola Oldrati
- Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy.
| | - Claudia Corti
- Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Geraldina Poggi
- Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Renato Borgatti
- Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Cosimo Urgesi
- Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy
- Laboratory of Cognitive Neuroscience, Department of Languages and Literatures, Communication, Education and Society, University of Udine, Udine, Italy
- Scientific Institute, IRCCS E. Medea, San Vito al Tagliamento, Pordenone, Italy
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Scholten H, Scheres A, de Water E, Graf U, Granic I, Luijten M. Behavioral trainings and manipulations to reduce delay discounting: A systematic review. Psychon Bull Rev 2019; 26:1803-1849. [PMID: 31270766 PMCID: PMC6863952 DOI: 10.3758/s13423-019-01629-2] [Citation(s) in RCA: 70] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
In everyday decision-making, individuals make trade-offs between short-term and long-term benefits or costs. Depending on many factors, individuals may choose to wait for larger delayed reward, yet in other situations they may prefer the smaller, immediate reward. In addition to within-subject variation in the short-term versus long-term reward trade-off, there are also interindividual differences in delay discounting (DD), which have been shown to be quite stable. The extent to which individuals discount the value of delayed rewards turns out to be associated with important health and disorder-related outcomes: the more discounting, the more unhealthy or problematic choices. This has led to the hypothesis that DD can be conceptualized as trans-disease process. The current systematic review presents an overview of behavioral trainings and manipulations that have been developed to reduce DD in human participants aged 12 years or older. Manipulation studies mostly contain one session and measure DD directly after the manipulation. Training studies add a multiple session training component that is not per se related to DD, in between two DD task measurements. Ninety-eight studies (151 experiments) were identified that tested behavioral trainings and manipulations to decrease DD. Overall, results indicated that DD can be decreased, showing that DD is profoundly context dependent and changeable. Most promising avenues to pursue in future research seem to be acceptance-based/mindfulness-based trainings, and even more so manipulations involving a future orientation. Limitations and recommendations are discussed to identify the mechanistic processes that allow for changes in discount rate and behavior accordingly.
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Affiliation(s)
- Hanneke Scholten
- Behavioural Science Institute, Radboud University, P.O. Box 9104, 6500, HE, Nijmegen, The Netherlands.
| | - Anouk Scheres
- Behavioural Science Institute, Radboud University, P.O. Box 9104, 6500, HE, Nijmegen, The Netherlands
| | - Erik de Water
- Behavioural Science Institute, Radboud University, P.O. Box 9104, 6500, HE, Nijmegen, The Netherlands
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Uta Graf
- Behavioural Science Institute, Radboud University, P.O. Box 9104, 6500, HE, Nijmegen, The Netherlands
| | - Isabela Granic
- Behavioural Science Institute, Radboud University, P.O. Box 9104, 6500, HE, Nijmegen, The Netherlands
| | - Maartje Luijten
- Behavioural Science Institute, Radboud University, P.O. Box 9104, 6500, HE, Nijmegen, The Netherlands
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Rabipour S, Morrison C, Crompton J, Petrucelli M, de Oliveira Gonçalves Germano M, Popescu A, Davidson PSR. Few Effects of a 5-Week Adaptive Computerized Cognitive Training Program in Healthy Older Adults. JOURNAL OF COGNITIVE ENHANCEMENT 2019. [DOI: 10.1007/s41465-019-00147-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Ruiz-Marquez E, Prieto A, Mayas J, Toril P, Reales JM, Ballesteros S. Effects of Nonaction Videogames on Attention and Memory in Young Adults. Games Health J 2019; 8:414-422. [PMID: 31347931 DOI: 10.1089/g4h.2019.0004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Objective: In this intervention study, we investigated the benefits of nonaction videogames on measures of selective attention and visuospatial working memory (WM) in young adults. Materials and Methods: Forty-eight young adults were randomly assigned to the experimental group or to the active control group. The experimental group played 10 nonaction adaptive videogames selected from Lumosity, whereas the active control group played two nonadaptive simulation-strategy games (SimCity and The Sims). Participants in both groups completed 15 training sessions of 30 minutes each. The training was conducted in small groups. All the participants were tested individually before and after training to assess possible transfer effects to selective attention, using a Cross-modal Oddball task, inhibition with the Stroop task, and visuospatial WM enhancements with the Corsi blocks task. Results: Participants improved videogame performance across the training sessions. The results of the transfer tasks show that the two groups benefited similarly from game training. They were less distracted and improved visuospatial WM. Conclusion: Overall, there was no significant interaction between group (group trained with adaptive nonaction videogames and the active control group that played simulation games) and session (pre- and post-assessment). As we did not have a passive nonintervention control group, we cannot conclude that adaptive nonaction videogames had a positive effect, because some external factors might account for the pre- and post-test improvements observed in both groups.
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Affiliation(s)
- Eloisa Ruiz-Marquez
- Studies on Aging and Neurodegenerative Diseases Research Group, Department of Basic Psychology II, Facultad de Psicología, Universidad Nacional de Educación a Distancia (UNED), Madrid, Spain
| | - Antonio Prieto
- Studies on Aging and Neurodegenerative Diseases Research Group, Department of Basic Psychology II, Facultad de Psicología, Universidad Nacional de Educación a Distancia (UNED), Madrid, Spain
| | - Julia Mayas
- Studies on Aging and Neurodegenerative Diseases Research Group, Department of Basic Psychology II, Facultad de Psicología, Universidad Nacional de Educación a Distancia (UNED), Madrid, Spain
| | - Pilar Toril
- Studies on Aging and Neurodegenerative Diseases Research Group, Department of Basic Psychology II, Facultad de Psicología, Universidad Nacional de Educación a Distancia (UNED), Madrid, Spain
| | - José Manuel Reales
- Department Methodology of the Behavioral Sciences, Facultad de Psicología, Universidad Nacional de Educación a Distancia (UNED), Madrid, Spain
| | - Soledad Ballesteros
- Studies on Aging and Neurodegenerative Diseases Research Group, Department of Basic Psychology II, Facultad de Psicología, Universidad Nacional de Educación a Distancia (UNED), Madrid, Spain
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Burns DM, Fox EL, Greenstein M, Olbright G, Montgomery D. An old task in new clothes: A preregistered direct replication attempt of enclothed cognition effects on Stroop performance. JOURNAL OF EXPERIMENTAL SOCIAL PSYCHOLOGY 2019. [DOI: 10.1016/j.jesp.2018.10.001] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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50
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Parong J, Mayer RE. Cognitive consequences of playing brain‐training games in immersive virtual reality. APPLIED COGNITIVE PSYCHOLOGY 2019. [DOI: 10.1002/acp.3582] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Affiliation(s)
- Jocelyn Parong
- Psychological and Brain Sciences Department University of California, Santa Barbara Santa Barbara California
| | - Richard E. Mayer
- Psychological and Brain Sciences Department University of California, Santa Barbara Santa Barbara California
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