Using generalizability theory and the ERP Reliability Analysis (ERA) Toolbox for assessing test-retest reliability of ERP scores Part 1: Algorithms, framework, and …

PE Clayson, KA Carbine, SA Baldwin, JA Olsen… - International Journal of …, 2021 - Elsevier
The reliability of event-related brain potential (ERP) scores depends on study context and
how those scores will be used, and reliability must be routinely evaluated. Many factors can …

ERP Reliability Analysis (ERA) Toolbox: An open-source toolbox for analyzing the reliability of event-related brain potentials

PE Clayson, GA Miller - International Journal of Psychophysiology, 2017 - Elsevier
Generalizability theory (G theory) provides a flexible, multifaceted approach to estimating
score reliability. G theory's approach to estimating score reliability has important advantages …

Psychometric considerations in the measurement of event-related brain potentials: Guidelines for measurement and reporting

PE Clayson, GA Miller - International Journal of Psychophysiology, 2017 - Elsevier
Failing to consider psychometric issues related to reliability and validity, differential deficits,
and statistical power potentially undermines the conclusions of a study. In research using …

Variations in ERP data quality across paradigms, participants, and scoring procedures

G Zhang, SJ Luck - Psychophysiology, 2023 - Wiley Online Library
Although it is widely accepted that data quality for event‐related potential (ERP) components
varies considerably across studies and across participants within a study, ERP data quality …

Data quality and reliability metrics for event-related potentials (ERPs): The utility of subject-level reliability

PE Clayson, CJ Brush, G Hajcak - International Journal of …, 2021 - Elsevier
Event-related brain potentials (ERPs) represent direct measures of neural activity that are
leveraged to understand cognitive, affective, sensory, and motor processes. Every ERP …

The psychometric upgrade psychophysiology needs

PE Clayson - Psychophysiology, 2024 - Wiley Online Library
Although biological measurements are constrained by the same fundamental psychometric
principles as self‐report measurements, these essential principles are often neglected in …

Using generalizability theory and the ERP Reliability Analysis (ERA) Toolbox for assessing test-retest reliability of ERP scores Part 2: Application to food-based tasks …

KA Carbine, PE Clayson, SA Baldwin… - International Journal of …, 2021 - Elsevier
If an ERP score is to reflect a trait-like characteristic or indicate if an intervention had an
effect over time, adequate internal consistency and test-retest reliability of that ERP score …

Evaluating the internal consistency of subtraction‐based and residualized difference scores: Considerations for psychometric reliability analyses of event‐related …

PE Clayson, SA Baldwin, MJ Larson - Psychophysiology, 2021 - Wiley Online Library
In studies of event‐related brain potentials (ERPs), difference scores between conditions in
a task are frequently used to isolate neural activity for use as a dependent or independent …

Bootstrap signal-to-noise confidence intervals: an objective method for subject exclusion and quality control in ERP studies

NA Parks, MA Gannon, SM Long… - Frontiers in human …, 2016 - frontiersin.org
Analysis of event-related potential (ERP) data includes several steps to ensure that ERPs
meet an appropriate level of signal quality. One such step, subject exclusion, rejects subject …

Moderators of the internal consistency of error‐related negativity scores: A meta‐analysis of internal consistency estimates

PE Clayson - Psychophysiology, 2020 - Wiley Online Library
To ensure adequate reliability (ie, internal consistency), it is common in studies using event‐
related brain potentials (ERPs) to exclude participants for having too few trials. This practice …