Open Science, Open Source and R

data analysis and statistics

Free software will save psychology from the Replication Crisis.




Open Science

Clearly, something had to be done. One option would have been to conclude that psychology, economics and parts of medicine could not be studied scientifically. Perhaps those parts of the universe were not lawful in any meaningful way? If so, you shouldn't be surprised if two researchers did the same thing and got different results.

Alternatively, perhaps different researchers got different results because they were doing different things. In most cases, it wasn't possible to tell whether you'd run the experiment exactly the same way as the original authors. This was because all you had to go on was the journal article—a short summary of the methods used and results obtained. If you wanted more detail, you could, in theory, request it from the authors. But, we'd already known for a decade that this approach was seriously broken—in about 70% of cases, data requests ended in failure.