The correct application of empirical research from the options provided is: Changing a theory based on data from multiple studies.
Empirical research relies on observation and experimentation to gather data, and modifying a theory based on evidence gathered from multiple studies is a fundamental aspect of the scientific method. The other options either rely on subjective opinions, anecdotal evidence, or disregard empirical data, which are not consistent with the principles of empirical research.