Secure Academic Information Systems for Enhancing Data Integrity and Administrative Efficiency

This dataset contains the results of instrument validity testing associated with Paper ID 195 entitled “Secure Academic Information Systems for Enhancing Data Integrity and Administrative Efficiency.” The data consist of respondents’ evaluations of multiple measurement items designed to assess key constructs, including academic information system security, data integrity, and administrative efficiency. The dataset is used to examine the validity of the research instrument by analyzing the correlation between each item and the overall construct, ensuring that all indicators meet acceptable validity standards. This validation process serves as a foundational step prior to further statistical analysis and model development within the study.