This dissertation consists of five independent chapters contributing to the field of applied economics. The first three chapters analyze workers' perceptions of the wage penalty associated with working part-time, further evaluating the labor supply implications of biased beliefs. Chapter 4 quantifies the effects of raising the normal retirement age on the career trajectories of middle-aged workers far from retirement. Chapter 5 examines the expectation management of the German government in the early phase of the COVID-19 pandemic.