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Dydenkova E, McGlone F, Mayorova L, Nikolaeva E. The impact of early life experiences on inhibitory control and working memory. Front Psychol 2024; 15:1484424. [PMID: 39669680 PMCID: PMC11636181 DOI: 10.3389/fpsyg.2024.1484424] [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: 08/23/2024] [Accepted: 11/18/2024] [Indexed: 12/14/2024] Open
Abstract
Introduction Adverse childhood experiences (ACEs) are a general term for a large group of nonequivalent situations that have the potential to traumatise a child. This risk factor is caused by a sensitive period of brain development, which is based on myelination, creation of synaptic connections and pruning. Dramatic environmental events during this period, such as history of institutionalisation, can disrupt optimal developmental pathways, leaving biological scars for life. Methods The focus of this study was to investigate the impact of institutionalisation on the development of inhibitory control and working memory in three groups of children matched for age (n = 130; 7.1 ± 2.0 years): (1) early institutionalised (n = 35; age of placement: 6.9 ± 10.6 months; duration of placement: 14.6 ± 10.4 months); (2) late institutionalised (n = 29; age of placement: 49.3 ± 30.6 months; the duration of placement: 16.0 ± 19.4 months); (3) never institutionalised (n = 66). Results Results showed that the early institutionalised group had the lowest scores on tests of inhibitory control (p = 0.03), working memory (p = 0.03) and retrieval-based learning (p = 0.04), while the results of the group of late institutionalised children do not differ significantly from never institutionalised. Discussion The existence of a sensitive period during the first 18 months of a child's life is discussed, which determines the formation of the retrieval-based learning mechanism and of inhibiting ineffective experience, for which executive functions are responsible.
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Affiliation(s)
- Eva Dydenkova
- Moscow Affective Touch Laboratory, Pushkin State Russian Language Institute, Moscow, Russia
| | - Francis McGlone
- Faculty of Science & Engineering, School of Life Sciences, Manchester Metropolitan University, Manchester, United Kingdom
| | - Larisa Mayorova
- Laboratory of Physiology of Sensory Systems, Institute of Higher Nervous Activity & Neurophysiology of Russian Academy of Science, Moscow, Russia
- Laboratory of Experimental Neurology & Neuroimaging, Federal Research & Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow, Russia
| | - Elena Nikolaeva
- Developmental psychology & Family pedagogic department, Herzen University, Saint Petersburg, Russia
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2
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Milne GA, Lisi M, McLean A, Zheng R, Groen II, Dekker TM. Perceptual reorganization from prior knowledge emerges late in childhood. iScience 2024; 27:108787. [PMID: 38303715 PMCID: PMC10831247 DOI: 10.1016/j.isci.2024.108787] [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: 04/06/2023] [Revised: 09/05/2023] [Accepted: 01/02/2024] [Indexed: 02/03/2024] Open
Abstract
Human vision relies heavily on prior knowledge. Here, we show for the first time that prior-knowledge-induced reshaping of visual inputs emerges gradually in late childhood. To isolate the effects of prior knowledge on perception, we presented 4- to 12-year-olds and adults with two-tone images - hard-to-recognize degraded photos. In adults, seeing the original photo triggers perceptual reorganization, causing mandatory recognition of the two-tone version. This involves top-down signaling from higher-order brain areas to early visual cortex. We show that children younger than 7-9 years do not experience this knowledge-guided shift, despite viewing the original photo immediately before each two-tone. To assess computations underlying this development, we compared human performance to three neural networks with varying architectures. The best-performing model behaved much like 4- to 5-year-olds, displaying feature-based rather than holistic processing strategies. The reconciliation of prior knowledge with sensory input undergoes a striking age-related shift, which may underpin the development of many perceptual abilities.
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Affiliation(s)
- Georgia A. Milne
- Institute of Ophthalmology, University College London, EC1V 9EL London, UK
- Division of Psychology and Language Sciences, University College London, WC1H 0AP London, UK
| | - Matteo Lisi
- Department of Psychology, Royal Holloway, University of London, TW20 0EX London, UK
| | - Aisha McLean
- Institute of Ophthalmology, University College London, EC1V 9EL London, UK
| | - Rosie Zheng
- Informatics Institute, University of Amsterdam, 1098 XH Amsterdam, the Netherlands
| | - Iris I.A. Groen
- Informatics Institute, University of Amsterdam, 1098 XH Amsterdam, the Netherlands
| | - Tessa M. Dekker
- Institute of Ophthalmology, University College London, EC1V 9EL London, UK
- Division of Psychology and Language Sciences, University College London, WC1H 0AP London, UK
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3
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Pickering HE, Peters JL, Crewther SG. A Role for Visual Memory in Vocabulary Development: A Systematic Review and Meta-Analysis. Neuropsychol Rev 2023; 33:803-833. [PMID: 36136174 PMCID: PMC10770228 DOI: 10.1007/s11065-022-09561-4] [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: 08/31/2021] [Accepted: 07/24/2022] [Indexed: 10/14/2022]
Abstract
Although attention and early associative learning in preverbal children is predominantly driven by rapid eye-movements in response to moving visual stimuli and sounds/words (e.g., associating the word "bottle" with the object), the literature examining the role of visual attention and memory in ongoing vocabulary development across childhood is limited. Thus, this systematic review and meta-analysis examined the association between visual memory and vocabulary development, including moderators such as age and task selection, in neurotypical children aged 2-to-12 years, from the brain-based perspective of cognitive neuroscience. Visual memory tasks were classified according to the visual characteristics of the stimuli and the neural networks known to preferentially process such information, including consideration of the distinction between the ventral visual stream (processing more static visuo-perceptual details, such as form or colour) and the more dynamic dorsal visual stream (processing spatial temporal action-driven information). Final classifications included spatio-temporal span tasks, visuo-perceptual or spatial concurrent array tasks, and executive judgment tasks. Visuo-perceptual concurrent array tasks, reliant on ventral stream processing, were moderately associated with vocabulary, while tasks measuring spatio-temporal spans, associated with dorsal stream processing, and executive judgment tasks (central executive), showed only weak correlations with vocabulary. These findings have important implications for health professionals and researchers interested in language, as they advocate for the development of more targeted language learning interventions that include specific and relevant aspects of visual processing and memory, such as ventral stream visuo-perceptual details (i.e., shape or colour).
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Affiliation(s)
- Hayley E Pickering
- Department of Psychology, Counselling, and Therapy, La Trobe University, Kingsbury Drive, Melbourne, VIC, 3086, Australia.
| | - Jessica L Peters
- Department of Psychology, Counselling, and Therapy, La Trobe University, Kingsbury Drive, Melbourne, VIC, 3086, Australia
| | - Sheila G Crewther
- Department of Psychology, Counselling, and Therapy, La Trobe University, Kingsbury Drive, Melbourne, VIC, 3086, Australia
- Centre for Human Psychopharmacology, Swinburne University of Technology, Hawthorn, VIC, 3122, Australia
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4
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Superbia-Guimarães L, Cowan N. Disentangling Processing and Storage Accounts of Working Memory Development in Childhood. DEVELOPMENTAL REVIEW 2023; 69:101089. [PMID: 37662651 PMCID: PMC10470321 DOI: 10.1016/j.dr.2023.101089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Researchers have been asking the question of what drives the development of working memory (WM) during childhood for decades. This question is particularly challenging because so many aspects of cognition develop with age that it is difficult to disentangle them and find out which factors are causal or fundamental. In this review, we first prepare to discuss this issue by inquiring whether increases in storage, processing, or both are the fundamental driving factor(s) of the age-related increase in WM capability in childhood. We contend that by experimentally manipulating either factor and observing changes in the other, it is possible to learn about causal roles in WM development. We discuss research on school-aged children that seems to suggest, by means of such an approach, that the growth of storage is causal for some phases or steps in WM tasks, but that the growth of processing is causal for other steps. In our theoretical proposal, storage capacity of the focus of attention determines earlier steps of information processing by constraining the selective encoding of information into WM, whereas processing dependent on the focus of attention determines later steps, like the detection of patterns that can simplify the effective memory load and adoption of a proactive stance of maintenance in dual-task settings. Future directions for research are discussed.
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Affiliation(s)
- Luísa Superbia-Guimarães
- University of Missouri, Department of Psychological Sciences, 210 McAlester Hall, Columbia MO, 65211, United States
| | - Nelson Cowan
- University of Missouri, Department of Psychological Sciences, 210 McAlester Hall, Columbia MO, 65211, United States
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5
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Edgar EV, Eschman B, Todd JT, Testa K, Ramirez B, Bahrick LE. The effects of socioeconomic status on working memory in childhood are partially mediated by intersensory processing of audiovisual events in infancy. Infant Behav Dev 2023; 72:101844. [PMID: 37271061 PMCID: PMC10527496 DOI: 10.1016/j.infbeh.2023.101844] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 04/26/2023] [Accepted: 05/19/2023] [Indexed: 06/06/2023]
Abstract
Socioeconomic status (SES) is a well-established predictor of individual differences in childhood language and cognitive functioning, including executive functions such as working memory. In infancy, intersensory processing-selectively attending to properties of events that are redundantly specified across the senses at the expense of non-redundant, irrelevant properties-also predicts language development. Our recent research demonstrates that individual differences in intersensory processing in infancy predict a variety of language outcomes in childhood, even after controlling for SES. However, relations among intersensory processing and cognitive outcomes such as working memory have not yet been investigated. Thus, the present study examines relations between intersensory processing in infancy and working memory in early childhood, and the role of SES in this relation. Children (N = 101) received the Multisensory Attention Assessment Protocol at 12-months to assess intersensory processing (face-voice and object-sound matching) and received the WPPSI at 36-months to assess working memory. SES was indexed by maternal education, paternal education, and income. A variety of novel findings emerged. 1) Individual differences in intersensory processing at 12-months predicted working memory at 36-months of age even after controlling for SES. 2) Individual differences in SES predicted intersensory processing at 12-months of age. 3) The well-established relation between SES and working memory was partially mediated by intersensory processing. Children from families of higher-SES have better intersensory processing skills at 12-months and this combination of factors predicts greater working memory two years later at 36-months. Together these findings reveal the role of intersensory processing in cognitive functioning.
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Affiliation(s)
- Elizabeth V Edgar
- Yale Child Study Center, Yale University School of Medicine, United States.
| | - Bret Eschman
- Department of Psychology, University of Tennessee at Chattanooga, United States
| | | | - Kaitlyn Testa
- Department of Psychology, Florida International University, United States
| | - Bethany Ramirez
- Department of Psychology, Florida International University, United States
| | - Lorraine E Bahrick
- Department of Psychology, Florida International University, United States.
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Eschman B, Ross-Sheehy S. Visual Short-Term Memory Persists Across Multiple Fixations: An n-Back Approach to Quantifying Capacity in Infants and Adults. Psychol Sci 2023; 34:370-383. [PMID: 36608146 PMCID: PMC10152117 DOI: 10.1177/09567976221136509] [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: 05/28/2021] [Accepted: 09/26/2022] [Indexed: 01/07/2023] Open
Abstract
Visual short-term memory (STM) is a foundational component of general cognition that develops rapidly during the first year of life. Although previous research has revealed important relations between overt visual fixation and memory formation, it is unknown whether infants can maintain distinct memories for sequentially fixated items or remember nonfixated array items. Participants (5-month-olds, 11-month-olds, and adults; n = 24 at each age) from the United States were tested in a passive change-detection paradigm with an n-back manipulation to examine memory for the last fixated item (one-back), second-to-last fixated item (two-back), or nonfixated item (change-other). Eye tracking was used to measure overt fixation while participants passively viewed arrays of colored circles. Results for all ages revealed convergent evidence of memory for up to two sequentially fixated objects (i.e., one-back, two-back), with moderate evidence for nonfixated array items (change-other). A permutation analysis examining change preference over time suggested that differences could not be explained by perseverative looking or location biases.
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Affiliation(s)
- Bret Eschman
- Department of Psychology, The University of
Tennessee at Chattanooga
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7
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Alhamdan AA, Murphy MJ, Pickering HE, Crewther SG. The Contribution of Visual and Auditory Working Memory and Non-Verbal IQ to Motor Multisensory Processing in Elementary School Children. Brain Sci 2023; 13:270. [PMID: 36831812 PMCID: PMC9953899 DOI: 10.3390/brainsci13020270] [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: 12/14/2022] [Revised: 01/28/2023] [Accepted: 01/31/2023] [Indexed: 02/08/2023] Open
Abstract
Although cognitive abilities have been shown to facilitate multisensory processing in adults, the development of cognitive abilities such as working memory and intelligence, and their relationship to multisensory motor reaction times (MRTs), has not been well investigated in children. Thus, the aim of the current study was to explore the contribution of age-related cognitive abilities in elementary school-age children (n = 75) aged 5-10 years, to multisensory MRTs in response to auditory, visual, and audiovisual stimuli, and a visuomotor eye-hand co-ordination processing task. Cognitive performance was measured on classical working memory tasks such as forward and backward visual and auditory digit spans, and the Raven's Coloured Progressive Matrices (RCPM test of nonverbal intelligence). Bayesian Analysis revealed decisive evidence for age-group differences across grades on visual digit span tasks and RCPM scores but not on auditory digit span tasks. The results also showed decisive evidence for the relationship between performance on more complex visually based tasks, such as difficult items of the RCPM and visual digit span, and multisensory MRT tasks. Bayesian regression analysis demonstrated that visual WM digit span tasks together with nonverbal IQ were the strongest unique predictors of multisensory processing. This suggests that the capacity of visual memory rather than auditory processing abilities becomes the most important cognitive predictor of multisensory MRTs, and potentially contributes to the expected age-related increase in cognitive abilities and multisensory motor processing.
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Affiliation(s)
- Areej A. Alhamdan
- Department of Psychology, Counselling and Therapy, La Trobe University, Melbourne, VIC 3086, Australia
- Department of Psychology, Imam Muhammad Ibn Saud Islamic University, Riyadh 11564, Saudi Arabia
| | - Melanie J. Murphy
- Department of Psychology, Counselling and Therapy, La Trobe University, Melbourne, VIC 3086, Australia
| | - Hayley E. Pickering
- Department of Psychology, Counselling and Therapy, La Trobe University, Melbourne, VIC 3086, Australia
| | - Sheila G. Crewther
- Department of Psychology, Counselling and Therapy, La Trobe University, Melbourne, VIC 3086, Australia
- Centre for Human Psychopharmacology, Faculty of Health, Arts and Design, School of Health Sciences, Swinburne University of Technology, Hawthorn, VIC 3122, Australia
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8
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Mori S, Nakamoto H, Shirai N, Imanaka K. Developmental Changes in the Magnitude of Representational Momentum Among Nursery School Children: A Longitudinal Study. Front Psychol 2022; 13:882913. [PMID: 35846704 PMCID: PMC9280154 DOI: 10.3389/fpsyg.2022.882913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 06/09/2022] [Indexed: 11/27/2022] Open
Abstract
Representational momentum (RM) is a well-known phenomenon that occurs when a moving object vanishes suddenly and the memory of its final or vanishing position is displaced forward in the direction of its motion. Many studies have shown evidence of various perceptual and cognitive characteristics of RM in various daily aspects, sports, development, and aging. Here we examined the longitudinal developmental changes in the displacement magnitudes of RM among younger (5-year-old) and older (6-year-old) nursery school children for pointing and judging tasks. In our experiments, the children were asked to point at by their finger (pointing task) and judge the spatial location (judging task) of the vanishing point of a moving stimulus. Our results showed that the mean magnitudes of RM significantly decreased from 5- to 6-year-old children for the pointing and judging tasks, although the mean magnitude of RM was significantly greater in the 5-year-old children for the pointing task but not for the judging task. We further examined the developmental changes in RM for a wide range of ages based on data from the present study (5-year-old children) and our previous study (7- and 11-year-old children and 22-year-old adults). This ad hoc examination showed that the magnitude of RM was significantly greater in 5-year-old children than in adults for the pointing and judging tasks. Our findings suggest that the magnitude of RM was significantly greater in young children than in adults and significantly decreased in young children through adults for the pointing and judging tasks.
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Affiliation(s)
- Shiro Mori
- Faculty of Physical Education, National Institute of Fitness and Sports in Kanoya, Kanoya, Japan
| | - Hiroki Nakamoto
- Faculty of Physical Education, National Institute of Fitness and Sports in Kanoya, Kanoya, Japan
| | - Nobu Shirai
- Department of Psychology, Faculty of Humanities, Niigata University, Niigata, Japan
| | - Kuniyasu Imanaka
- Department of Health Promotion Sciences, Tokyo Metropolitan University, Tokyo, Japan
- *Correspondence: Kuniyasu Imanaka,
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Dockx Y, Bijnens EM, Luyten L, Peusens M, Provost E, Rasking L, Sleurs H, Hogervorst J, Plusquin M, Casas L, Nawrot TS. Early life exposure to residential green space impacts cognitive functioning in children aged 4 to 6 years. ENVIRONMENT INTERNATIONAL 2022; 161:107094. [PMID: 35074632 PMCID: PMC8885429 DOI: 10.1016/j.envint.2022.107094] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 12/13/2021] [Accepted: 01/11/2022] [Indexed: 05/27/2023]
Abstract
INTRODUCTION During early childhood, neuronal networks are highly susceptible to environmental factors. Previous research suggests that green space exposure is beneficial for cognitive functioning. Here, we investigate the associations between residential green space exposure and behavioral problems and cognitive development in children aged four to six years. METHOD We included children participating in the ENVIRONAGE birth cohort. Residential green spaces were calculated based on high-resolution land cover data within several buffers (50-1,000 m) around the residence. The children's behavior was assessed with the Strengths and Difficulties Questionnaire (SDQ) among 411 children. In addition, to evaluate cognitive function, 456 children completed four tasks of the Cambridge Neuropsychological Test Automated Battery (CANTAB). We used multivariate logistic and linear regression models while accounting for potential confounders and covariables. RESULTS An interquartile (IQR) increase of residential green space within 50 m was associated with a 38% (95% CI: 56;14) lower odds of a child having hyperactivity problems. Additionally, we found a beneficial influence of residential green space in close proximity (50-100 m) on the attention and psychomotor speed, represented by the Motor Screening Task. For example, we found a decrease of 0.45 (95% CI: -0.82;-0.09) pixel units from target center with an IQR increase of residential green space in a 50 m buffer. In addition, we observed an improved visual recognition/working memory, represented by the Delayed Matching to Sample Task within all included buffers (50-1000 m). For example, we observed a decrease of 4.91% (95 %CI: -7.46;-2.36) probability of an error occurring if the previous trial was correct and a 2.02% (95 %CI: 0.08; 3.97) increase of correct trials with an IQR increase of green space within a 100 m buffer. CONCLUSION This study provides additional indications for a beneficial influence of green space exposure on the development of behavioral problems and cognitive function as young as four years of age.
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Affiliation(s)
- Yinthe Dockx
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, 3590 Diepenbeek, Belgium
| | - Esmée M Bijnens
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, 3590 Diepenbeek, Belgium; Department of Human Structure and Repair, Ghent University Hospital, Ghent, Belgium
| | - Leen Luyten
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, 3590 Diepenbeek, Belgium
| | - Martien Peusens
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, 3590 Diepenbeek, Belgium
| | - Eline Provost
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, 3590 Diepenbeek, Belgium; Health Unit, Flemish Institute for Technological Research (VITO), Mol, Belgium
| | - Leen Rasking
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, 3590 Diepenbeek, Belgium
| | - Hanne Sleurs
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, 3590 Diepenbeek, Belgium
| | - Janneke Hogervorst
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, 3590 Diepenbeek, Belgium
| | - Michelle Plusquin
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, 3590 Diepenbeek, Belgium
| | - Lidia Casas
- Social Epidemiology and Health Policy, Department of Family Medicine and Population Health, University of Antwerp, Belgium; Insitute for Environment and Sustainable Development (IMDO), University of Antwerp, Belgium; Center for Environment and Health, Department of Public Health, Leuven University (KU Leuven)
| | - Tim S Nawrot
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, 3590 Diepenbeek, Belgium; Center for Environment and Health, Department of Public Health, Leuven University (KU Leuven).
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10
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Rayson H, Massera A, Belluardo M, Ben Hamed S, Ferrari PF. Early social adversity modulates the relation between attention biases and socioemotional behaviour in juvenile macaques. Sci Rep 2021; 11:21704. [PMID: 34737307 PMCID: PMC8569114 DOI: 10.1038/s41598-021-00620-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 10/11/2021] [Indexed: 01/06/2023] Open
Abstract
Affect-biased attention may play a fundamental role in early socioemotional development, but factors influencing its emergence and associations with typical versus pathological outcomes remain unclear. Here, we adopted a nonhuman primate model of early social adversity (ESA) to: (1) establish whether juvenile, pre-adolescent macaques demonstrate attention biases to both threatening and reward-related dynamic facial gestures; (2) examine the effects of early social experience on such biases; and (3) investigate how this relation may be linked to socioemotional behaviour. Two groups of juvenile macaques (ESA exposed and non-ESA exposed) were presented with pairs of dynamic facial gestures comprising two conditions: neutral-threat and neutral-lipsmacking. Attention biases to threat and lipsmacking were calculated as the proportion of gaze to the affective versus neutral gesture. Measures of anxiety and social engagement were also acquired from videos of the subjects in their everyday social environment. Results revealed that while both groups demonstrated an attention bias towards threatening facial gestures, a greater bias linked to anxiety was demonstrated by the ESA group only. Only the non-ESA group demonstrated a significant attention bias towards lipsmacking, and the degree of this positive bias was related to duration and frequency of social engagement in this group. These findings offer important insights into the effects of early social experience on affect-biased attention and related socioemotional behaviour in nonhuman primates, and demonstrate the utility of this model for future investigations into the neural and learning mechanisms underlying this relationship across development.
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Affiliation(s)
- Holly Rayson
- Institut des Sciences Cognitives Marc Jeannerod, Centre National de la Recherche Scientifique, Université Claude Bernard Lyon 1, Bron, France.
| | - Alice Massera
- Institut des Sciences Cognitives Marc Jeannerod, Centre National de la Recherche Scientifique, Université Claude Bernard Lyon 1, Bron, France
| | - Mauro Belluardo
- Unit of Neuroscience, Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Suliann Ben Hamed
- Institut des Sciences Cognitives Marc Jeannerod, Centre National de la Recherche Scientifique, Université Claude Bernard Lyon 1, Bron, France
| | - Pier Francesco Ferrari
- Institut des Sciences Cognitives Marc Jeannerod, Centre National de la Recherche Scientifique, Université Claude Bernard Lyon 1, Bron, France
- Unit of Neuroscience, Department of Medicine and Surgery, University of Parma, Parma, Italy
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11
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Ross-Sheehy S, Reynolds E, Eschman B. Unsupervised Online Assessment of Visual Working Memory in 4- to 10-Year-Old Children: Array Size Influences Capacity Estimates and Task Performance. Front Psychol 2021; 12:692228. [PMID: 34421744 PMCID: PMC8377162 DOI: 10.3389/fpsyg.2021.692228] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 05/26/2021] [Indexed: 11/17/2022] Open
Abstract
The events of the COVID-19 Pandemic forced many psychologists to abandon lab-based approaches and embrace online experimental techniques. Although lab-based testing will always be the gold standard of experimental precision, several protocols have evolved to enable supervised online testing for paradigms that require direct observation and/or interaction with participants. However, many tasks can be completed online in an unsupervised way, reducing reliance on lab-based resources (e.g., personnel and equipment), increasing flexibility for families, and reducing participant anxiety and/or demand characteristics. The current project demonstrates the feasibility and utility of unsupervised online testing by incorporating a classic change-detection task that has been well-validated in previous lab-based research. In addition to serving as proof-of-concept, our results demonstrate that large online samples are quick and easy to acquire, facilitating novel research questions and speeding the dissemination of results. To accomplish this, we assessed visual working memory (VWM) in 4- to 10-year-old children in an unsupervised online change-detection task using arrays of 1–4 colored circles. Maximum capacity (max K) was calculated across the four array sizes for each child, and estimates were found to be on-par with previously published lab-based findings. Importantly, capacity estimates varied markedly across array size, with estimates derived from larger arrays systematically underestimating VWM capacity for our youngest participants. A linear mixed effect analysis (LME) confirmed this observation, revealing significant quadratic trends for 4- through 7-year-old children, with capacity estimates that initially increased with increasing array size and subsequently decreased, often resulting in estimates that were lower than those obtained from smaller arrays. Follow-up analyses demonstrated that these regressions may have been based on explicit guessing strategies for array sizes perceived too difficult to attempt for our youngest children. This suggests important interactions between VWM performance, age, and array size, and further suggests estimates such as optimal array size might capture both quantitative aspects of VWM performance and qualitative effects of attentional engagement/disengagement. Overall, findings suggest that unsupervised online testing of VWM produces reasonably good estimates and may afford many benefits over traditional lab-based testing, though efforts must be made to ensure task comprehension and compliance.
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Affiliation(s)
- Shannon Ross-Sheehy
- Department of Psychology, University of Tennessee, Knoxville, Knoxville, TN, United States
| | - Esther Reynolds
- Department of Psychology, University of Tennessee, Knoxville, Knoxville, TN, United States
| | - Bret Eschman
- Department of Psychology, Florida International University, Miami, FL, United States
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12
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Rosenberg MD, Martinez SA, Rapuano KM, Conley MI, Cohen AO, Cornejo MD, Hagler DJ, Meredith WJ, Anderson KM, Wager TD, Feczko E, Earl E, Fair DA, Barch DM, Watts R, Casey BJ. Behavioral and Neural Signatures of Working Memory in Childhood. J Neurosci 2020; 40:5090-5104. [PMID: 32451322 PMCID: PMC7314411 DOI: 10.1523/jneurosci.2841-19.2020] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 04/17/2020] [Accepted: 04/21/2020] [Indexed: 11/21/2022] Open
Abstract
Working memory function changes across development and varies across individuals. The patterns of behavior and brain function that track individual differences in working memory during human development, however, are not well understood. Here, we establish associations between working memory, other cognitive abilities, and functional MRI (fMRI) activation in data from over 11,500 9- to 10-year-old children (both sexes) enrolled in the Adolescent Brain Cognitive Development (ABCD) Study, an ongoing longitudinal study in the United States. Behavioral analyses reveal robust relationships between working memory, short-term memory, language skills, and fluid intelligence. Analyses relating out-of-scanner working memory performance to memory-related fMRI activation in an emotional n-back task demonstrate that frontoparietal activity during a working memory challenge indexes working memory performance. This relationship is domain specific, such that fMRI activation related to emotion processing during the emotional n-back task, inhibitory control during a stop-signal task (SST), and reward processing during a monetary incentive delay (MID) task does not track memory abilities. Together, these results inform our understanding of individual differences in working memory in childhood and lay the groundwork for characterizing the ways in which they change across adolescence.SIGNIFICANCE STATEMENT Working memory is a foundational cognitive ability that changes over time and varies across individuals. Here, we analyze data from over 11,500 9- to 10-year-olds to establish relationships between working memory, other cognitive abilities, and frontoparietal brain activity during a working memory challenge, but not during other cognitive challenges. Our results lay the groundwork for assessing longitudinal changes in working memory and predicting later academic and other real-world outcomes.
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Affiliation(s)
- Monica D Rosenberg
- Department of Psychology, University of Chicago, Chicago, IL 60637
- Department of Psychology, Yale University, New Haven, CT 06511
| | | | | | - May I Conley
- Department of Psychology, Yale University, New Haven, CT 06511
| | - Alexandra O Cohen
- Department of Psychology and Neural Science, New York University, New York, NY 10003
| | - M Daniela Cornejo
- Department of Radiology, University of California, San Diego, San Diego, CA 92122
- Institute of Physics, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Donald J Hagler
- Department of Radiology, University of California, San Diego, San Diego, CA 92122
| | | | | | - Tor D Wager
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO 80302
- Department of Psychological and Brain Sciences, Dartmouth College, Hanover, NH 03755
| | - Eric Feczko
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR 97239
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR 97239
| | - Eric Earl
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR 97239
| | - Damien A Fair
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR 97239
- Department of Psychiatry, Oregon Health & Science University, Portland, OR 97239
- Advanced Imaging Research Center, Oregon Health & Science University, Portland, OR 97239
| | - Deanna M Barch
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO 63130
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110
- Department of Radiology, Washington University School of Medicine,St. Louis, MO 63110
| | - Richard Watts
- Department of Psychology, Yale University, New Haven, CT 06511
| | - B J Casey
- Department of Psychology, Yale University, New Haven, CT 06511
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13
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Wijeakumar S, Kumar A, Delgado Reyes LM, Tiwari M, Spencer JP. Early adversity in rural India impacts the brain networks underlying visual working memory. Dev Sci 2019; 22:e12822. [PMID: 30803122 PMCID: PMC6767418 DOI: 10.1111/desc.12822] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Revised: 12/26/2018] [Accepted: 02/12/2019] [Indexed: 12/16/2022]
Abstract
There is a growing need to understand the global impact of poverty on early brain and behavioural development, particularly with regard to key cognitive processes that emerge in early development. Although the impact of adversity on brain development can trap children in an intergenerational cycle of poverty, the massive potential for brain plasticity is also a source of hope: reliable, accessible, culturally agnostic methods to assess early brain development in low resource settings might be used to measure the impact of early adversity, identify infants for timely intervention and guide the development and monitor the effectiveness of early interventions. Visual working memory (VWM) is an early marker of cognitive capacity that has been assessed reliably in early infancy and is predictive of later academic achievement in Western countries. Here, we localized the functional brain networks that underlie VWM in early development in rural India using a portable neuroimaging system, and we assessed the impact of adversity on these brain networks. We recorded functional brain activity as young children aged 4-48 months performed a VWM task. Brain imaging results revealed localized activation in the frontal cortex, replicating findings from a Midwestern US sample. Critically, children from families with low maternal education and income showed weaker brain activity and poorer distractor suppression in canonical working memory areas in the left frontal cortex. Implications of this work are far-reaching: it is now cost-effective to localize functional brain networks in early development in low-resource settings, paving the way for novel intervention and assessment methods.
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Affiliation(s)
| | - Aarti Kumar
- Community Empowerment LabUttar PradeshLucknowIndia
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14
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Ross-Sheehy S, Eschman B. Assessing visual STM in infants and adults: eye movements and pupil dynamics reflect memory maintenance. VISUAL COGNITION 2019. [DOI: 10.1080/13506285.2019.1600089] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
| | - Bret Eschman
- Department of Psychology, University of Tennessee, Knoxville, TN, USA
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