Related Experiment Video
Updated: Jan 27, 2026

P300-Based Brain-Computer Interface Speller Performance Estimation with Classifier-Based Latency Estimation
Published on: September 8, 2023
Inter-participant variabilities and sample sizes in P300 and P600
Masataka Yano1, Shugo Suwazono2, Hiroshi Arao3
1Faculty of Humanities, Kyushu University, 744, Motooka, Nishi-ku, Fukuoka 819-0395, Japan; Department of Linguistics, Graduate School of Arts and Letters Tohoku University, 27-1, Kawauchi, Aoba-ku, Sendai 980-8576, Japan.
Detecting small language-related brain potentials like the P600 effect requires careful consideration of participant variability. This study found that 20-30 participants are generally sufficient to reliably observe the P600 effect in psychophysiology research.
Area of Science:
- Psychophysiology
- Cognitive Neuroscience
- Linguistics
Background:
- Detecting subtle physiological differences is crucial in psychophysiology, especially for small effects like the P600.
- Inter-participant variability significantly impacts statistical power and required sample sizes for effects such as the P600.
Purpose of the Study:
- To investigate the stability of individual P600s.
- To determine the sample sizes at which P600 effects become stable.
- To estimate the number of participants necessary for reliable P600 effect detection.
Main Methods:
- Recorded P600s from 48 participants and P300 (P3b) from 40 participants for comparison.
- Analyzed the amplitude differences between grammatical and ungrammatical sentences for P600.
- Performed sample size analysis to assess effect stability.
Main Results:
- The P600 effect showed a small amplitude increase (1.4-1.7 μV) at Pz for ungrammatical sentences.
- In contrast, the P3b effect exhibited a larger difference (approx. 10 μV).
- Sample size analysis indicated that 20 to 30 participants are needed to detect the P600 effect at Pz.
Conclusions:
- A sample size of 20-30 participants is recommended for reliably detecting P600 effects.
- The variance distribution of P600 effects does not significantly change with larger sample sizes beyond this range.
- Understanding sample size requirements is vital for efficient psychophysiological research on language processing.
Related Concept Videos
Sample Size Calculation
The sample size for the given experiment or sampling effort is fundamental to any study design. Sample size decides the number of...
One-Way ANOVA: Equal Sample Sizes
Different sample means can result in different values for the variance estimate: variance between samples. This is because the variance between samples is calculated as the product of the sample size and the variance between the...
One-Way ANOVA: Unequal Sample Sizes
Variability: Analysis
The range is a simple measure of variability, indicating the difference between the highest and...
Random Variables
Uppercase letters such as X or Y denote a random variable. Lowercase letters like x or y denote the value of a random variable. If X is a random variable, then X is written in words, and x is given as a number.
For example, let X = the...
Variables Affecting Phosphorescence and Fluorescence

