This plausibility analysis was useful, in light of the putative mechanisms (correlations between iron status and physical performance), to explain how iron status may affect physical performance. These analyses suggested relationships between iron status and performance, but did not provide strong causal evidence, as temporal relationships between iron status and performance cannot be determined in a cross-sectional study. We did, however, need to identify and control confounding factors related to both iron status and performance to control bias.