Purpose - This study aims to find suitable replacements for hypothesis testing and variable-importance measures. Design/methodology/approach - This study explores under-used predictive methods. Findings - The study's hypothesis testing can and should be replaced by predictive methods. It is the...

There is growing concern that much of the empirical research in labor economics and other applied areas may not be reproducible. Correspondingly, recent years have seen an increase in replication studies published in economics journals. Despite this increase, there are many unresolved issues...