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Affordable measurement of core body temperature (Tc) in a continuous, real-time fashion is now possible. With this advance comes a new data analysis paradigm for occupational epidemiology. We characterize issues arising after obtaining Tc data over 188 workdays for 83 participating farmworkers, a population vulnerable to effects of rising temperatures due to climate change. We describe a novel approach to these data using smoothing and functional data analysis. This approach highlights different data aspects compared with describing Tc at a single time point or summaries of the time course into an indicator function (e.g., did Tc ever exceed 38 °C, the threshold limit value for occupational heat exposure). Participants working in ferneries had significantly higher Tc at some point during the workday compared with those working in nurseries, despite a shorter workday for fernery participants. Our results typify the challenges and opportunities in analyzing Big Data streams from real-time physiologic monitoring.

Background: Girasoles is an academic–community partnership investigating heat-related illness (HRI) among farm-workers. An unexpected outcome is health screening and intervention for participants without access to health care. Objectives: We present a case of renal failure in a farmworker, detected during data collection, to illustrate how academic–community collaboration can result in clinical benefits for study participants. Methods: Girasoles is examining physiologic responses to heat stress, associated vulnerability factors, and HRI symptoms. Data include blood pressure, fasting and non-fasting blood glucose, blood creatinine, blood urea nitrogen, and urine dipsticks. Participants with out-of-range findings are referred to local health care providers. Results: During two summers, health screenings of 192 workers resulted in 71 referrals (37%) for conditions to be rechecked and treated. One of these referrals involved chronic renal failure requiring extensive follow-up by research team members. Conclusions: The case of renal failure illustrates the value of collaborative research as a health intervention with vulnerable populations.

Repealing the Affordable Care Act (ACA) has significant implications for the future of occupational health nursing practice. As changes are proposed and implemented, occupational health nurses must continue to prioritize preventive care, chronic disease management, healthy communities, environmental health, and sustainability. In particular, immigrant workers are a vulnerable population needing attention by occupational health nurses.