- We find substantial inconsistencies in source credibility effects across 91 misinformation studies. - We coded various conceptual and methodological aspects of all identified effects (dataset openly available).

- Drawing on foundational theories of persuasion, we identify potential causes of these inconsistencies. - We provide recommendations for how misinformation researchers can investigate source credibility effects in a more fruitful, systematic, and theory-driven way.