The 24-hour day is spent engaging in activities that include light-physical activity (LPA), moderate-vigorous physical activity (MVPA), sedentary time (i.e., sitting/lying/reclining posture with energy expenditure <1.5 METs, while awake), and sleep. These behaviors are mutually exclusive and time spent in one behavior affects the time spent in another. The time among these 24-hour behaviors is also associated with cardiometabolic health outcomes, including adiposity. Assessing specific behavioral contexts and their relationship within the 24-hour day is underdeveloped, this includes recreational sedentary screen time (rSST). rSST is sedentary time with televisions, computers, smartphones, tablets, inactive video games, and its relationship with other 24-hour behaviors is underdeveloped. This dissertation works evaluates the relationship between rSST and 24-hour behaviors, and adiposity in adults. The first study reviewed the existing observational and experimental evidence for rSST and its relationship with 24-hour behaviors by conducting a scoping review. From the 75 experimental and observational studies included, the evidence supported an overall positive association between rSST and non-screen sedentary behavior, an overall negative association between rSST with physical activity, and overall positive and negative associations between rSST with various sleep variables. The second study assessed the daily associations between rSST and 24-hour behaviors and how associations are influenced by age, sex, chronotype, and week- or weekend days. The findings include significant negative associations at between- and within-person levels for rSST with non-screen sedentary time, standing, LPA, MVPA, and sleep that were differentially influenced by age, chronotype, and week- or weekend day. The third study examined reallocating time between rSST and 24-hour behaviors and the associations with adiposity (i.e., body mass index, body fat percentage, and waist circumference). The results showed significant associations of replacing non-screen sedentary time with MVPA for both body fat percentage and waist circumference; and no significant associations between rSST and 24-hour behaviors for body mass index. Overall, this dissertation work provides important insights into the relationships between rSST and 24-hour behaviors and their relation to adiposity. These findings can be used to inform future intervention development targeting multiple behavior changes and improving health outcomes.

Latino youth are disproportionately impacted by obesity, prediabetes and type 2 diabetes (T2D). Pediatric obesity is characterized by abnormal increases in pro-inflammatory markers, including interleukin-6 (IL-6), tumor necrosis factor-alpha (TNF-α), and monocyte chemoattractant protein-1 (MCP-1) and reductions in anti-inflammatory markers, high molecular weight adiponectin (HMW Adpn) and interleukin-10 (IL-10). Interleukin-1 receptor antagonist (IL-1ra) is an anti-inflammatory that is positively associated with obesity. IL-6, TNF-α, MCP-1 and IL-1ra have been associated with reduced insulin sensitivity and β-cell dysfunction, two central pathophysiologic mediators of glucose intolerance, while HMW Adpn and IL-10 have been associated with increased insulin sensitivity and β-cell function. The United States Diabetes Prevention Program (DPP) supported lifestyle intervention as the cornerstone approach for preventing T2D among adults with prediabetes, yet no studies to date have assessed the efficacy of an adapted DPP among Latino youth with prediabetes. In this dissertation, three studies were conducted. The first cross-sectional study among Latino youth with prediabetes and obesity (n=65) demonstrated that MCP-1 (β=-0.001, p=0.027; β=0.03, p=0.033), HMW Adpn (β=0.2, p<0.001; β=-2.2, p=0.018), and IL-1ra (β=-0.03, p=0.006; β=0.09, p=0.009) significantly predicted insulin sensitivity (measured by whole body insulin sensitivity index, WBISI) and glucose tolerance (measured by 2-hr glucose concentrations from an oral glucose tolerance test), respectively. Only HMW Adpn significantly predicted β-cell function, measured by oral disposition index, or oDI (β=0.6, p<0.001). The second study was a randomized control trial that demonstrated the efficacy of lifestyle intervention (INT, n=79) for improving oDI among Latino youth with prediabetes and obesity, compared to a usual care control (UCC, n=38) group. No differences were found for changes in WBISI (Δ0.1, p=0.899) or 2-hr glucose (Δ-7.2, p=0.260) between groups. The third study was a secondary analysis (INT n=46, UCC n=29) that demonstrated no significant effects on IL-6, TNF-α, MCP-1, HMW Adpn, IL-10, or IL-1ra (all interactions, p>0.05).