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Fatigue arising from excessive work demands is a known safety challenge in hospital nurses. This study aimed to determine which measures of work demands during nursing work are most predictive of hospital nurse fatigue levels at the end of the work shift. Measures of work demands of registered nurses from two hospital units in the United States were collected from organizational data sources, wearable sensors, and questionnaires. Fatigue levels were measured at the start and end of each shift using the Brief Fatigue Inventory. Multilevel l

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When adolescents encounter problems, many prefer to seek help from a friend or a parent and some are reluctant to seek help from anyone. Yet information is sparse about how youth who choose each of these options differ from one another, including the proportions who select each help option consistently across personal and interpersonal problems or the extent to which they endorse characteristics related to help seeking. To address this gap, the proportions of adolescents who selected a friend, a parent, or no one as their first choice f