Following some widespread failures to successfully replicate empirical findings in various disciplines, the social and biomedical sciences have had some bad press lately, Here I will look at some of the problems that have come to the fore in recent years, consider how increasing transparency in our research processes can help improve the quality and robustness of our work, and look at how local open scholarship networks can also make a big contribution.