Validity refers to the degree to which a test accurately measures what it intends to, with various forms such as content, predictive, and construct validity. It involves assessing whether test scores provide meaningful interpretations and requires empirical evidence gathered over time. The validation process is continuous and can be influenced by expert evaluation and the need for cross-validation with new samples.