Researchers cannot reliably assess journal credibility when publications have unexplained correction patterns

Academics and researchers face uncertainty when deciding whether to trust new articles from journals with abnormally high correction rates on older publications. Current solutions fail because journal impact factors and reputation metrics don't account for correction frequency or patterns, leaving researchers unable to quickly evaluate whether a journal's quality is declining or if they should cite recent papers with confidence.