A cross-sectional study of 1,155 active-duty Spanish Army personnel identified three distinct co-consumption profiles based on the frequency of caffeinated beverage, energy drink, and sugar-sweetened beverage use. Compared with the lower-frequency profile, the higher-frequency profile was associated with about 14 minutes less sleep per night, lower sleep efficiency, and greater habitual physical fatigue, although the study cannot establish causality or quantify caffeine or sugar exposure.
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