Pre-specification of the project design and analysis plan can allow separating pre-specified from post hoc exploratory analyses. Currently, registered studies do not necessarily include such detailed pre-specification. Exploratory analysis can be very useful, but they are tentative. Pre-specified analyses can be interpreted with greater confidence [69]. Researchers can register and pre-specify analyses through services like the Open Science Framework (OSF; http://osf.io/).
