Data validity is assessed through various methods:
Internal Validity: Ensures that the study accurately represents the relationship between exposure and outcome within the sample. External Validity: Confirms that the study results are generalizable to the broader population. Construct Validity: Evaluates whether the study accurately measures the concepts it intends to measure. Statistical Validity: Assesses the appropriateness of the statistical methods used and the soundness of the statistical conclusions.