1
|
Lopez KL, Monachino AD, Vincent KM, Peck FC, Gabard-Durnam LJ. Stability, change, and reliable individual differences in electroencephalography measures: a lifespan perspective on progress and opportunities. Neuroimage 2023; 275:120116. [PMID: 37169118 DOI: 10.1016/j.neuroimage.2023.120116] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/27/2023] [Accepted: 04/13/2023] [Indexed: 05/13/2023] Open
Abstract
Electroencephalographic (EEG) methods have great potential to serve both basic and clinical science approaches to understand individual differences in human neural function. Importantly, the psychometric properties of EEG data, such as internal consistency and test-retest reliability, constrain their ability to differentiate individuals successfully. Rapid and recent technological and computational advancements in EEG research make it timely to revisit the topic of psychometric reliability in the context of individual difference analyses. Moreover, pediatric and clinical samples provide some of the most salient and urgent opportunities to apply individual difference approaches, but the changes these populations experience over time also provide unique challenges from a psychometric perspective. Here we take a developmental neuroscience perspective to consider progress and new opportunities for parsing the reliability and stability of individual differences in EEG measurements across the lifespan. We first conceptually map the different profiles of measurement reliability expected for different types of individual difference analyses over the lifespan. Next, we summarize and evaluate the state of the field's empirical knowledge and need for testing measurement reliability, both internal consistency and test-retest reliability, across EEG measures of power, event-related potentials, nonlinearity, and functional connectivity across ages. Finally, we highlight how standardized pre-processing software for EEG denoising and empirical metrics of individual data quality may be used to further improve EEG-based individual differences research moving forward. We also include recommendations and resources throughout that individual researchers can implement to improve the utility and reproducibility of individual differences analyses with EEG across the lifespan.
Collapse
Affiliation(s)
- K L Lopez
- Northeastern University, 360 Huntington Ave, Boston, MA, United States
| | - A D Monachino
- Northeastern University, 360 Huntington Ave, Boston, MA, United States
| | - K M Vincent
- Northeastern University, 360 Huntington Ave, Boston, MA, United States
| | - F C Peck
- University of California, Los Angeles, Los Angeles, CA, United States
| | - L J Gabard-Durnam
- Northeastern University, 360 Huntington Ave, Boston, MA, United States.
| |
Collapse
|
2
|
Linnavalli T, Lahti O, Törmänen M, Tervaniemi M, Cowley BU. Children's inhibition skills are associated with their P3a latency-results from an exploratory study. BEHAVIORAL AND BRAIN FUNCTIONS : BBF 2022; 18:13. [PMID: 36456950 PMCID: PMC9714064 DOI: 10.1186/s12993-022-00202-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 11/17/2022] [Indexed: 12/04/2022]
Abstract
BACKGROUND The P3a response is thought to reflect involuntary orienting to an unexpected stimulus and has been connected with set-shifting and inhibition in some studies. In our exploratory study, we investigated if the amplitude and the latency of the P3a response were associated with the performance in a modified flanker task measuring inhibition and set-shifting in 10-year-old children (N = 42). Children participated in electroencephalography (EEG) measurement with an auditory multifeature paradigm including standard, deviating, and novel sounds. In addition, they performed a separate flanker task requiring inhibition and set-shifting skills. RESULTS The P3a latencies for deviant sounds were associated with the reaction time reflecting inhibition: the shorter the response latencies were, the faster the reaction time was. The P3a latencies for novel sounds were not linked to the reaction times reflecting either inhibition or set-shifting. In addition, the magnitude of the P3a response was not associated with the performance in the flanker task. CONCLUSIONS Our results suggest that P3a response latency and reaction speed reflecting inhibitory skills are based on shared neural mechanism. Thus, the present study brings new insight to the field investigating the associations between behavior and its neural indices.
Collapse
Affiliation(s)
- Tanja Linnavalli
- grid.7737.40000 0004 0410 2071Cicero Learning, Faculty of Educational Sciences, University of Helsinki, Helsinki, Finland ,grid.7737.40000 0004 0410 2071Cognitive Brain Research Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Education, Faculty of Educational Sciences, University of Helsinki, Helsinki, Finland
| | - Outi Lahti
- grid.7737.40000 0004 0410 2071Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Minna Törmänen
- grid.7737.40000 0004 0410 2071Department of Education, Faculty of Educational Sciences, University of Helsinki, Helsinki, Finland ,grid.466279.80000 0001 0710 6332Institute for Professionalization and System Development, University of Teacher Education in Special Needs, Zurich, Switzerland
| | - Mari Tervaniemi
- grid.7737.40000 0004 0410 2071Cicero Learning, Faculty of Educational Sciences, University of Helsinki, Helsinki, Finland ,grid.7737.40000 0004 0410 2071Cognitive Brain Research Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Education, Faculty of Educational Sciences, University of Helsinki, Helsinki, Finland
| | - Benjamin Ultan Cowley
- grid.7737.40000 0004 0410 2071Department of Education, Faculty of Educational Sciences, University of Helsinki, Helsinki, Finland ,grid.7737.40000 0004 0410 2071Cognitive Science, Department of Digital Humanities, Faculty of Arts, University of Helsinki, Helsinki, Finland
| |
Collapse
|
3
|
Effects of facial expression and gaze interaction on brain dynamics during a working memory task in preschool children. PLoS One 2022; 17:e0266713. [PMID: 35482742 PMCID: PMC9049575 DOI: 10.1371/journal.pone.0266713] [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: 11/24/2020] [Accepted: 03/25/2022] [Indexed: 11/19/2022] Open
Abstract
Executive functioning in preschool children is important for building social relationships during the early stages of development. We investigated the brain dynamics of preschool children during an attention-shifting task involving congruent and incongruent gaze directions in emotional facial expressions (neutral, angry, and happy faces). Ignoring distracting stimuli (gaze direction and expression), participants (17 preschool children and 17 young adults) were required to detect and memorize the location (left or right) of a target symbol as a simple working memory task (i.e., no general priming paradigm in which a target appears after a cue stimulus). For the preschool children, the frontal late positive response and the central and parietal P3 responses increased for angry faces. In addition, a parietal midline α (Pmα) power to change attention levels decreased mainly during the encoding of a target for angry faces, possibly causing an association of no congruency effect on reaction times (i.e., no faster response in the congruent than incongruent gaze condition). For the adults, parietal P3 response and frontal midline θ (Fmθ) power increased mainly during the encoding period for incongruent gaze shifts in happy faces. The Pmα power for happy faces decreased for incongruent gaze during the encoding period and increased for congruent gaze during the first retention period. These results suggest that adults can quickly shift attention to a target in happy faces, sufficiently allocating attentional resources to ignore incongruent gazes and detect a target, which can attenuate a congruency effect on reaction times. By contrast, possibly because of underdeveloped brain activity, preschool children did not show the happy face superiority effect and they may be more responsive to angry faces. These observations imply a crucial key point to build better relationships between developing preschoolers and their parents and educators, incorporating nonverbal communication into social and emotional learning.
Collapse
|
4
|
Sandoval CC, Gaspardo CM, Linhares MBM. The impact of preterm birth on the executive functioning of preschool children: A systematic review. APPLIED NEUROPSYCHOLOGY-CHILD 2021; 11:873-890. [PMID: 33984255 DOI: 10.1080/21622965.2021.1915145] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
This paper presents a systematic review of the impact of preterm childbirth on the later executive functioning of preschool-aged children. A systematic search for studies published between 2014 and 2019 was performed using the following keywords: executive funct* AND preterm AND child. The methodological quality of the reports was examined using the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement. Thirty-two studies were reviewed and scored at least 67% on the methodological quality assessment. In comparison to children born full-term, preschool children born preterm exhibit executive functioning deficits in the dimensions of the global index, inhibitory control, cognitive flexibility, working memory, and planning/executive functioning. These findings are independent of the degree of prematurity at birth. Since executive functioning has many complex components, future studies should assess the dimensions of executive functioning separately in preschool-aged children born preterm, rather than as a single measure.
Collapse
Affiliation(s)
- Carolina Cruvinel Sandoval
- Department of Neurosciences and Behavior, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirao Preto, SP, Brazil
| | - Cláudia Maria Gaspardo
- Department of Neurosciences and Behavior, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirao Preto, SP, Brazil
| | - Maria Beatriz Martins Linhares
- Department of Neurosciences and Behavior, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirao Preto, SP, Brazil
| |
Collapse
|
5
|
Hampton Wray A, Spray G. Neural Processes Underlying Nonword Rhyme Differentiate Eventual Stuttering Persistence and Recovery. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2020; 63:2535-2554. [PMID: 32716683 PMCID: PMC7872734 DOI: 10.1044/2020_jslhr-19-00320] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 03/30/2020] [Accepted: 05/10/2020] [Indexed: 06/11/2023]
Abstract
Purpose Phonological skills have been associated with developmental stuttering. The current study aimed to determine whether the neural processes underlying phonology, specifically for nonword rhyming, differentiated stuttering persistence and recovery. Method Twenty-six children who stutter (CWS) and 18 children who do not stutter, aged 5 years, completed an auditory nonword rhyming task. Event-related brain potentials were elicited by prime, rhyming, and nonrhyming targets. CWS were followed longitudinally to determine eventual persistence (n = 14) or recovery (n = 12). This is a retrospective analysis of data acquired when all CWS presented as stuttering. Results CWS who eventually recovered and children who do not stutter exhibited the expected rhyme effect, with larger event-related brain potential amplitudes elicited by nonrhyme targets compared to rhyme targets. In contrast, CWS who eventually persisted exhibited a reverse rhyme effect, with larger responses to rhyme than nonrhyme targets. Conclusions These findings suggest that CWS who eventually persisted are not receiving the same benefit of phonological priming as CWS who eventually recovered for complex nonword rhyming tasks. These results indicate divergent patterns of phonological processing in young CWS who eventually persisted, especially for difficult tasks with limited semantic context, and suggest that the age of 5 years may be an important developmental period for phonology in CWS. Supplemental Material https://doi.org/10.23641/asha.12682874.
Collapse
Affiliation(s)
- Amanda Hampton Wray
- Department of Communication Science and Disorders, University of Pittsburgh, PA
| | - Gregory Spray
- Department of Communicative Sciences & Disorders, Michigan State University, East Lansing
| |
Collapse
|