The objective of this article was to determine (1) the existence of individually varying patterns of physical activity, sedentary behavior, and nutrition intake risk; and (2) how these risk-patterns relate to youth's demographics, Body mass index (BMI) and psychosocial functioning. Participants (N = 9,304) from the 2007 8th Grade Early Childhood Longitudinal Study Cohort completed the revised Self-Description Questionnaire II. Age, sex, height, and weight were used to calculate body mass index (BMI) z scores and percentiles. Three risk profiles emerged via Latent Profile Analyses: "Active + Healthy Diet" (AHD; 16.3% Obese); "Sedentary + Unbalanced Diet" (SUD; 21.3% Obese); and "Screen-Time + Recreational Food" (STRF; 25.0% Obese). Significant differences in BMIs, psychosocial factors, and demographic characteristics were found across the profiles. Differential patterns of physical activity, sedentary behavior, and nutritional choices were found to predict BMI and psychosocial functioning. These findings may be helpful to refine and develop modular-based prevention and weight control intervention programs.
Person-centered approaches are useful to quantify how many individuals fit into a particular pattern and determine how specific family dynamics may function together differently in relation to T1D adaptation for various subgroups of the population.
Psychological flexibility, a complex concept encompassing both acceptance and action related factors, has been identified as a target for intervention for diabetes management. Research suggests acceptance, self-management, and stress, all factors that influence psychological flexibility, have an impact on adaptation to type 1 diabetes (T1D) by youth independently. However, yet to be explored is individually varying patterns of these variables and how they may relate to diabetes adaptation outcomes. The present study aimed to establish individual variations of patterns of these factors to derive profiles of psychological flexibility, and examine their relations to the adaptation outcomes of glycemic control and health-related quality of life. Youth (N = 162, aged 12-17 years) with T1D completed the Acceptance and Action Diabetes Questionnaire, Diabetes Stress Questionnaire, Self-Care Inventory, and Pediatric Quality of Life-Diabetes Module. Hemoglobin A values were abstracted from medical records. Latent profile analysis yielded three profiles: High Acceptance & Adherence/Low Stress, Low Acceptance/Moderate Adherence & Stress, and Low Acceptance & Adherence/High Stress. The High Acceptance & Adherence/Low Stress group displayed significantly higher health-related quality of life and lower HbA compared to other groups. Fluid psychological variables, such as acceptance and diabetes stress, and adherence behaviors may be salient targets to increase psychological flexibility for individual psychosocial interventions aimed at improving adaptation to type 1 diabetes in youth.
Objective: To determine reliability and validity of the acceptance and action diabetes questionnaire (AADQ) and the diabetes acceptance and action scale for children and adolescents (DAAS), measures of diabetes-specific psychological flexibility. Methods: One hundred and eight-one youth with type 1 diabetes completed the AADQ, DAAS, and measures of mindfulness, cognitive fusion, and health-related quality of life. HbA1c was extracted from medical records. Confirmatory factor analysis (CFA) was used to cull items and evaluate the factor structures of the AADQ and DAAS. Bivariate correlations were conducted between all measures to explore content validity. Results: CFAs supported a one-factor structure of the AADQ (for youth and parent report) and a second-order DAAS solution with a total score indicated by avoidance, values impairment, and avoidance subscales. All scales and subscales displayed strong internal consistency (α = .86-.95). The AADQ and DAAS evidence good content validity based on associations with other measures. Conclusions: The AADQ and DAAS are reliable, valid measures of diabetes-specific psychological flexibility.
Objective: Diabetic ketoacidosis (DKA) and elevated hemoglobin A1c (HbA1c) in youth with Type 1 diabetes (T1D) can result in significant morbidity and mortality. Elucidating the risk factors for poor glycemic control and DKA hospitalizations is crucial for the refinement and development of prevention and treatment efforts. Method: Based on a conceptual framework, this study used path analysis to evaluate individual and family characteristics, psychosocial responses, and individual and family responses that prospectively predict the number of DKA hospitalizations and HbA1c approximately 1 year after assessment, accounting for sociodemographics. A total of 174 youth 12-18 years old with T1D (M ϭ 14.68, SD ϭ 1.77) and their caregivers completed measures assessing demographics, internalizing symptoms, diabetes stress, diabetes-related family conflict, and adherence. Medical records were reviewed to obtain the number of episodes of DKA and the HbA1c at 1-year follow-up. Results: Thirty-one participants had at least 1 episode of DKA based on chart review. Greater duration of diabetes, higher baseline HbA1c, lower income, identifying as non-Hispanic White, and higher youth report of internalizing symptoms were significant predictors of DKA at follow-up (p Ͻ .05). Identifying as BlackϪAfrican American, a younger age, and higher baseline HbA1c significantly predicted higher HbA1c at follow-up (p Ͻ .05). Conclusions: Future studies should assess the utility and accuracy of using screeners for internalizing symptoms in pediatric endocrinology clinics to identify youth at risk for DKA hospitalizations.
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