The order in which a paper is written does not necessarily reflect the order in which the work was done.
What you do instead, is look at available information, intuit an explanation, then systematically compare the implications to known results. If all goes well, you might then do a simulation or predict other effects that can be observed. However, the process is very dissimilar to other fields of science.
https://en.wikipedia.org/wiki/Natural_experiment
https://en.wikipedia.org/wiki/Design_of_quasi-experiments
https://en.wikipedia.org/wiki/Regression_discontinuity
https://en.wikipedia.org/wiki/Instrumental_variable
etc. etc.