Setting the standard for high-quality studies using open health datasets.

Cunha, Andreia; de Bruijn, Suzanne; Farrell, Alison; Lumbard, Helen; Tosun, Alexandra; Routledge, Daniel · PLoS Med · 2025

editorial · Level V

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Abstract

Large open health datasets present unique opportunities for studies that when well-designed, conducted, and reported, can offer valuable contributions to health and medicine. However, recent years have seen a concerning proliferation of analyses lacking robust or novel findings. In this Editorial, we provide guidance to authors for conducting and reporting high-quality secondary analyses using these datasets.

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