There is great scope for improvement in the transparency, reproducibility, and trustworthiness of published scientific results. By improving research assessment we may be able to better ensure that researchers are recognised and rewarded for genuine knowledge contributions. Experimentation with new assessment methods and follow-up of effects are urgently needed.