A one-way ANOVA (Analysis of Variance) is a statistical test used to compare the means of three or more independent groups to see if there's a statistically significant difference between them. It's essentially an extension of the t-test, which is used for comparing only two groups, and it is ideal if the dataset meets the parametric assumptions especially normal distribution