A positive response variable refers to a dependent variable in a statistical model that takes on non-negative values, often representing quantities like counts, rates, or proportions. Understanding its behavior is crucial for accurate modeling and inference, especially when employing methods like Poisson or logistic regression that are tailored for such data types.