Regardless of the pros and cons of Bayesian methods, here is what I believe is needed:

- Pre-register all studies, declaring sample sizes and power analysis.

- Report results regardless of outcome. Eliminate the "we only publish stat sig results" baloney.

- Report confidence/credible intervals, adjusting for multiple comparisons as appropriate. Plot the posterior distribution of the effect size if appropriate.

- Publish all data and code.

- Provide funding for duplicating important studies.