Reproducibility of research findings is the hallmark of scientific advance. However, the recently noted lack of reproducibility and transparency of published research using animal models of human biology and disease has alarmed funders, scientists and the public. Improved reporting of methodology and better use of statistical tools are needed to enhance the quality and utility of published research. Reporting guidelines like ARRIVE have been devised to achieve these goals, but most biomedical research journals, including JBMR, have not been able to obtain high compliance. Co-operative efforts among authors, reviewers and editors - empowered by increased awareness of their responsibilities, and enabled by user-friendly guidelines – are needed to solve this problem.