transparency and reproducibility as ways of restoring trust in published research. For
quantitative social science, advances in transparency and reproducibility can be seen as a
set of developments whose trajectory predates the recent alarm. We discuss several of these
developments, including preregistration, data-sharing, formal infrastructure in the form of
resources and policies, open access to research, and specificity regarding research …