Dataset Information

Participants' Experience and Engagement in Check It!: a Positive Psychology Intervention for Adolescents with Type 1 Diabetes.

ABSTRACT: Problems with adherence are common among adolescents with type 1 diabetes (T1D), who must follow a complex treatment regimen. Positive psychology interventions increase adherence and improve health outcomes in adults with chronic conditions; however, they have not been translated to pediatric populations. We evaluated the acceptability and feasibility of Check It!, a positive psychology intervention to improve adherence in adolescents with T1D. Adolescents with T1D and their parents were randomized to a positive psychology intervention (via phone or text message) or an attention control (education) group. Exit interviews and satisfaction surveys were conducted with adolescents (n=63) and parents (n=55) to assess the acceptability and feasibility of Check it! from a representative sample of each group. Chi-square, t-tests, ANOVA and content analysis methods were used to analyze data. Parents and adolescents indicated interest in the intervention, and enrollment numbers support feasibility. In terms of intervention delivery, we identified challenges in implementing the positive psychology reminders to adolescents, particularly in the phone group. Parents in the positive psychology group appreciated the reminders to provide affirmations to their children, and adolescents enjoyed the affirmations and reported using the positive psychology exercises. Regarding acceptability, participants in both groups reported high satisfaction with the intervention overall. Participants reported favorable experiences with Check It!, and findings indicate that text messages are more feasible than phone calls for interventions with adolescents. Overall, a positive psychology intervention delivered with automated text messages is feasible and acceptable to adolescents with T1D and their parents.

SUBMITTER: Bergner EM

PROVIDER: S-EPMC6258066 | biostudies-literature | 2018

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Participants' Experience and Engagement in Check It!: a Positive Psychology Intervention for Adolescents with Type 1 Diabetes.

Bergner Erin M EM Whittemore Robin R Patel Niral J NJ Savin Kimberly L KL Hamburger Emily R ER Jaser Sarah S SS

Translational issues in psychological science 20180101 3

Problems with adherence are common among adolescents with type 1 diabetes (T1D), who must follow a complex treatment regimen. Positive psychology interventions increase adherence and improve health outcomes in adults with chronic conditions; however, they have not been translated to pediatric populations. We evaluated the acceptability and feasibility of Check It!, a positive psychology intervention to improve adherence in adolescents with T1D. Adolescents with T1D and their parents were randomi ...[more]

PMID: 30505889

Similar Datasets

Project description:BackgroundPhysical activity is critical for preventing and treating Type 2 diabetes (T2D). It is important to identify different profiles of physical activity change among those participating in behavioral interventions to optimize intervention-person fit.MethodsThis study analyzes longitudinal trajectories of change in moderate-to-vigorous physical activity (MVPA) in a positive psychology (PP) and motivational interviewing (MI) intervention for T2D, using latent growth curve modeling (LGCM). Objective measures of MVPA were collected using accelerometers at three time points: pre-intervention, immediately post-intervention, and eight weeks post-intervention. LGCM analyses identified subpopulations of participants who responded similarly to the intervention and examined if sociodemographic, medical and psychosocial characteristics were associated with MVPA trajectories.ResultsAnalyses included 47 participants with complete follow-ups: 49% male, 81% non-Hispanic white, average age 66.1 (SD = 10.1). Overall, 36% of the participants increased MVPA while 57% did not. LGCM identified three profiles with distinct MVPA trajectories. Profile 1 ('Started Low, No Change'; 65.8% of participants) with a starting mean of 4.54 min of MVPA/day and decreased by -3.36 min. Profile 2 ('Moderate-High Start, Minimal Change,' 27.4% of participants) and had a starting mean of 22.86 min/day of MVPA with an average increase of 1.03 min. Profile 3 ('Moderate Start, Ended High'; 6.8% of participants), had a starting mean of 7.33 min MVPA/day, and increased by 28.4 min. Being male, younger, having fewer medical and psychiatric comorbidities were associated with increases in MVPA.ConclusionsThis secondary analysis detected three distinct physical activity profiles during and after a PP-MI intervention. Future interventions can target individuals with characteristics that showed the greatest benefit and add additional supports to people in groups that did not increase physical activity as much. These findings show a need for targeted and sustained behavior change strategies during and after physical activity interventions. Trial registration: ClinicalTrials.gov; identifier: NCT03001999.

Project description:BackgroundDelivery of behavioral health interventions on the internet offers many benefits, including accessibility, cost-effectiveness, convenience, and anonymity. In recent years, an increased number of internet interventions have been developed, targeting a range of conditions and behaviors, including depression, pain, anxiety, sleep disturbance, and eating disorders. Human support (coaching) is a common component of internet interventions that is intended to boost engagement; however, little is known about how participants interact with coaches and how this may relate to their experience with the intervention. By examining the data that participants produce during an intervention, we can characterize their interaction patterns and refine treatments to address different needs.ObjectiveIn this study, we employed text mining and visual analytics techniques to analyze messages exchanged between coaches and participants in an internet-delivered pain management intervention for adolescents with chronic pain and their parents.MethodsWe explored the main themes in coaches' and participants' messages using an automated textual analysis method, topic modeling. We then clustered participants' messages to identify subgroups of participants with similar engagement patterns.ResultsFirst, we performed topic modeling on coaches' messages. The themes in coaches' messages fell into 3 categories: Treatment Content, Administrative and Technical, and Rapport Building. Next, we employed topic modeling to identify topics from participants' message histories. Similar to the coaches' topics, these were subsumed under 3 high-level categories: Health Management and Treatment Content, Questions and Concerns, and Activities and Interests. Finally, the cluster analysis identified 4 clusters, each with a distinguishing characteristic: Assignment-Focused, Short Message Histories, Pain-Focused, and Activity-Focused. The name of each cluster exemplifies the main engagement patterns of that cluster.ConclusionsIn this secondary data analysis, we demonstrated how automated text analysis techniques could be used to identify messages of interest, such as questions and concerns from users. In addition, we demonstrated how cluster analysis could be used to identify subgroups of individuals who share communication and engagement patterns, and in turn facilitate personalization of interventions for different subgroups of patients. This work makes 2 key methodological contributions. First, this study is innovative in its use of topic modeling to provide a rich characterization of the textual content produced by coaches and participants in an internet-delivered behavioral health intervention. Second, to our knowledge, this is the first example of the use of a visual analysis method to cluster participants and identify similar patterns of behavior based on intervention message content.

Dataset Information

Participants' Experience and Engagement in Check It!: a Positive Psychology Intervention for Adolescents with Type 1 Diabetes.

Publications

Participants' Experience and Engagement in Check It!: a Positive Psychology Intervention for Adolescents with Type 1 Diabetes.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets