Evaluating temporal associations between executive functioning, stress and physical activity among adolescents at risk for type 2 diabetes: protocol for an ecological momentary assessment study
TL;DR
This study enrols a subset of participants from a larger intervention study involving assigned-female-at-birth adolescents aged 12–17 years, with elevated depression symptoms and T2D risk, andMultilevel models will be used to separate between- and within-person variability and to estimate short-term lagged within-person associations between EF/stress and subsequent physical activity across 15–60 min windows.
Abstract
Introduction Adolescent-onset type 2 diabetes (T2D) has increased in prevalence in recent decades. However, the efficacy of preventative interventions targeting health behaviours is limited, and key developmental factors that may influence effectiveness, such as executive functioning (EF) and stress, are often overlooked. Within-person fluctuations in EF and stress are linked to the adoption and maintenance of physical activity, a critical component of T2D prevention, yet little is known about the between- and within-person temporal variability of these constructs or their relationship with physical activity in adolescents at risk for T2D. Ecological momentary assessment (EMA) is ideal to capture these processes in real-time to inform intervention development and personalisation. Methods and analyses We will enrol a subset of participants from a larger intervention study involving assigned-female-at-birth adolescents aged 12–17 years, with elevated depression symptoms (CES-D≥21) and T2D risk (BMI≥85th percentile) and diabetes family history. Prior to the intervention, a minimum of 50 participants will complete a 7-day EMA protocol consisting of repeated daily gamified EF assessments and brief surveys about EF, stress and physical activity. Participants will simultaneously wear an activity monitor to provide objective measures of physical activity. Recruitment began in Spring 2024 and is ongoing. Multilevel models will be used to separate between- and within-person variability and to estimate short-term lagged within-person associations between EF/stress and subsequent physical activity across 15–60 min windows. Primary analyses are planned for Winter 2026. Ethics and dissemination The Colorado Multiple Institutional Review Board approved this study (COMIRB#22-0180). Findings will be disseminated in peer-reviewed journals and conference presentations. Trial registration number NCT05543083.