Background While extensive research has been conducted among college students consuming alcohol with energy drinks, there is limited research exploring how extracurricular activities could have an impact on energy drink consumption and sleep. Understanding the association between student involvement and the impact it could have on sleep and energy drink consumption among college freshmen is essential in promoting healthy behaviors while in college. Objectives The purpose of this study was to understand the relationship between student involvement, average hours of sleep, and predicted prevalence of energy drink and coffee consumption amongst college freshmen living in residence halls at a large, public university in the Southwest. Student involvement and fewer hours of sleep hypothesized to observe higher energy drink consumption. Methods This study was a secondary data analysis of the second wave of the longitudinal SPARC (Social impact of Physical Activity and nutRition in College) study assessing college freshmen (n=599; 70.6% female; 50.9% non-white) living on campus. Students were enrolled in this study during the 2015\u20142016 school year. Mutually adjusted generalized estimating equation (GEE) binomial models examined the relationship between involvement (academic clubs, sport clubs, honors, taking 16 or more credit hours, and having a job) and sleep with energy drink and coffee consumption, controlling for gender, race/ethnicity, Pell grant status, ever having tried alcohol, and clustering of students in residence halls. Results On average, students were enrolled in 15 credits, slept an average 8 hours per night, those who had a job worked 14 hours for pay per week, 35% reported consuming energy drinks in the past week, and about 29% of students reported coffee consumption. Males showed a higher predicted prevalence of energy drink consumption compared to females (p<0.001), where females showed a higher predicted prevalence of coffee consumption compared to males (<0.001); energy drink consumption was less prevalent amongst Hispanic students compared to white students (p=0.018), but more prevalent amongst black students compared to white students (p=0.002); no associations between race were found in predicted prevalence of coffee consumption. Average hours of sleep per night was inversely associated with energy drink consumption predicted prevalence (p<0.001). There was a lower predicted prevalence of energy drink and coffee consumption in honors student status (p<0.001) compared to non-honors students. Students taking 16 or more class credit hours showed a higher predicted prevalence in both energy drink (p=0.050) and coffee consumption (p=0.023) compared to students taking less than 16 class credit hours. Students involved in physically active clubs showed a greater predicted prevalence of coffee consumption (p<0.001) compared to students not in physically active clubs. There was no difference in the predicted prevalence in energy drink consumption amongst students involved in physically active clubs (p=0.710), non-physically active clubs (p=0.493), and having a job (p=0.146). Coffee consumption predicted prevalence showed no significant prevalence amongst students of different race and ethnicity [Black (p=0.507), Hispanic (p=103), Other (p=116)] as well as students involved in non-physically active (p=0.839) clubs and who had a paid job (p=0.088). Conclusion Associations observed between average hours of sleep, the different types of involvement of student activities, and energy drink and coffee consumption, were interesting in that a few findings were found to be contrary to the hypotheses. Future research should delve deeper into student involvement within honors programs to understand the contextual factors of why these students showed a significant inverse association in energy drink consumption. Contrary to hypothesis, sleep and energy drink consumption prevalence were indirectly related leading future research to examine and understand why students are consuming energy drinks since on average participants were meeting recommended sleep guidelines. Nutrition interventions are needed for the groups at consuming energy drinks and alcohol in combination due to the study finding increased predicted prevalence amongst these groups as well as the increased risky health behavior associated with the combination found in the literature. Support or Funding Information This study was supported by the NIH Common Fund from the Office of the Director and the Office of Behavioral and Social Sciences Research, grant number 1DP5OD017910-01 (PI: M. Bruening). The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.

Attending college provides young adults with a major shift in environment from high school where many students are used to living at home with their parents or guardians. Students experience a newfound freedom once beginning their freshman year, especially if living in on-campus housing. Freshmen are known to gain weight during this transitory period, and this has been partially attributed to changes in eating behaviors, which makes this a population of concern. College freshmen have significant autonomy over their food choices if not living at home, due to not having parents or guardians present. In the transition to college, freshmen are able to adopt new habits, healthy or unhealthy, which could make a large impact on their health habits for the rest of their lives; this is why the freshman population is an area of concern. RESULTS: None of the relationships between social connectedness and FF consumption were found to be statistically significant. Social connectedness was not significantly related to cross-sectional FF intake at the two different phases, or longitudinally between the two phases, even after adjustments were made. Additionally, there were no gender differences present in FF consumption or social connectedness at either phase. CONCLUSION: The lack of significant findings suggest that social connectedness might not be a reason college freshmen consume FF. Students might eat with others due to the convenience of living closely to them rather than as a means to socialize. Also, factors such as time constraints and cost might have played a larger role in why students consumed FF. Future research could involve similar studies using shorter questionnaires more tailored to eating behaviors, with more detailed measures of FF consumption (e.g. What specific FF meals did you consume?) and for a longer duration of time, to allow students to become more situated in their environment and have a better knowledge of all their food options. This study was an important contribution to the sparsely researched topic of social connectedness with a large and diverse sample studied longitudinally. It was also the only study of its kind to be performed on the college population, and had potential for future health implications in obesity and chronic conditions such as hypertension and type II diabetes. Further research is warranted to evaluate the relationship between social connectedness and other eating behaviors.