Reaching goals can be challenging, especially if they are not in the near future like with learning in MOOCs. The aim of this explorative study was to get insight in this goal achievement process, which can help to understand learner behaviour. Two research questions were examined namely: (1) what goals do learners set, and do they succeed in reaching these goals? and (2) how does the course of action of several learners look taking Gollwitzer’s Rubikon model of action phases as a guideline? We found that even though learners did not achieve the goals they set, they were still generally satisfied with the knowledge they gained. In addition, learners went more or less intuitively through the theorised action phases, yet typically did not take the time to deliberately plan (before the start) and evaluate (after finishing) their learning process. This insight can serve as starting point for developing supporting tools for learners and personalised dashboards, which can offer the tools at appropriate times in a learner’s course of action.