Moderators of Caffeine's Effects on Jumping Performance in Females: A Systematic Review and Meta-Analysis.

We aimed to perform a systematic review and meta-analysis of caffeine's effects on vertical jumping performance in females, with subgroup analyses for potential moderators, including phase of the menstrual cycle, testing time of day, caffeine dose, and test type. Fifteen studies were included in the review ( = 197). Their data were pooled in a random-effects meta-analysis of effect sizes (Hedges' ). In the main meta-analysis, we found an ergogenic effect of caffeine on jumping performance (: 0.28). An ergogenic effect of caffeine on jumping performance was found when the testing was carried out in the luteal phase (: 0.24), follicular phase (: 0.52), luteal or follicular phase (: 0.31), and when the phase was not specified (: 0.21). The test for subgroup differences indicated that the ergogenic effects of caffeine were significantly greater in the follicular phase compared to all other conditions. An ergogenic effect of caffeine on jumping performance was found when the testing was carried out in the morning (: 0.38), evening (: 0.19), mixed morning or evening (: 0.38), and when time was not specified (: 0.32), with no subgroup differences. An ergogenic effect of caffeine on jumping performance was found when the dose was ≤3 mg/kg (: 0.21), or >3 mg/kg (: 0.37), with no subgroup differences. An ergogenic effect of caffeine on jumping performance was found in the countermovement jump test (: 0.26) and squat jump test (: 0.35), with no subgroup differences. In summary, caffeine ingestion is ergogenic for vertical jumping performance in females, and it seems that the magnitude of these effects is the largest in the follicular phase of the menstrual cycle.