In its infancy a models helps us conceptualize complexity, and helps us orient ourselves within a problem that would otherwise be experienced as bewildering chaos.
Later as the model matures it help us manage complexity, and helps us keep large numbers of details organized so we can capture, present and recall them.
Research that develops models where no adequate models exist has relies more on philosophical thought. Research that uses and populates existing models relies more on observational skills.