Start with evidence, then build the model.
In his 1825 paper, Ohm studied how the electromagnetic effect produced by a wire decreased as the wire became longer. Rather than begin with a finished theory, he tabulated experimental evidence and searched for stable mathematical relationships.
In two important 1826 papers he modelled conduction in electrical circuits using ideas analogous to Joseph Fourier's mathematical treatment of heat conduction. In 1827 he assembled the work into the comprehensive theory associated with his name.

