Much development research is not explicit about its methodology or philosophical foundations. Based on the extended case method of Burawoy and the philosophy of critical realism, this article discusses a methodological approach for reflexive livelihoods research that overcomes the unproductive social science dualism of positivism and social constructivism. The approach is linked to a livelihoods framework, and a sequence of research methods that can be iterated in light of research questions.