The article contributes to the literature that argues that researcher effects also occur in quantitative research. It shows that in policy-relevant research reflexivity is necessary to strengthen research results. Researchers working in conflict-affected, impoverished environments, and donors requesting evaluation and measurement, should be encouraged to take positionality into account and to ask questions about research practices.