Data quality is a multifaceted academic concept and methodological approach concerned with assessing, managing, and improving the suitability of data for its intended use. It investigates the intrinsic characteristics of data, such as accuracy, completeness, consistency, timeliness, and validity, recognizing that high data quality is fundamental for reliable analysis, sound decision-making, and the validity of research findings across all scientific and operational domains.