by Nate Breznau, University of Bremen
Early in my studies a supervisor recommended that I replicate a key publication in my research area on the relationship of public opinion and social welfare policy. Throughout my entire dissertation studies I couldn’t do it. This is how I arrived at the following conclusion:
Different researchers (or teams) who work with the same data and employ the same statistical models will not arrive at the same results.
My study was actually a reanalysis, not a replication because I took the same data and methods as the original researchers. Of course in true replication studies researchers do not expect to arrive at identical or even similar results. The subjective perceptions of the scientists and the unique observational contexts lead to variations in results. But with secondary data and reproduction of statistical models how are different outcomes possible?! These secondary observer effects, as I label them,