Subgroups of pre-adolescents with type 1 diabetes based on profiles of resilience-supporting resources and risk factors.

IF 2.1 3区 心理学 Q2 PSYCHOLOGY, DEVELOPMENTAL
Jenna B Shapiro, Kelsey R Brzezinski, Anthony T Vesco, Jill Weissberg-Benchell
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引用次数: 0

Abstract

Objective: There are different profiles of modifiable psychosocial resources and risk factors among adolescents with type 1 diabetes (T1D) that predict long-term differences in diabetes distress, diabetes management behaviors, and glycemic outcomes. Similarly, there may be distinct profiles of resources and risk factors prior to adolescence. Profiles could be used to identify which types of youth might benefit most from targeted intervention before the challenging teen years. The present study sought to identify subgroups of pre-adolescents based on empirically derived profiles of modifiable resilience-enhancing resources and risk factors.

Methods: One-hundred six caregivers and 101 pre-adolescents with T1D ages 9 through 12 years participated in a one-time survey during the COVID-19 pandemic. Latent profile analysis was used to identify subgroups and to assess subgroup relations with covariates and distal outcomes.

Results: Two subgroups provided the best fit to the data. Hypothesized profiles with higher versus lower levels of resilience factors were associated with diabetes outcomes in the expected directions. There were clinically and statistically significant differences between subgroups, such that the Higher Resilience Factor subgroup had lower hemoglobin A1c, engaged in more diabetes management behaviors, and experienced less diabetes distress than the Lower Resilience Factor subgroup.

Conclusions: It is possible to identify subgroups of pre-adolescents based on profiles of modifiable individual- and family-based resources and risk factors. Indicators of collaborative caregiver involvement, diabetes-related family conflict, negative thoughts, diabetes strengths, and diabetes self-efficacy appear especially useful for identifying a more "at-risk" subgroup of pre-adolescents who may benefit most from targeted psychosocial intervention.

基于恢复力支持资源和危险因素的1型糖尿病青少年前期亚组
目的:在1型糖尿病青少年(T1D)中,可改变的社会心理资源和危险因素的不同概况可以预测糖尿病困扰、糖尿病管理行为和血糖结局的长期差异。同样,在青春期之前可能有不同的资源和风险因素。档案可以用来确定哪些类型的青少年可能从有针对性的干预中受益最多,然后再进入具有挑战性的青少年时期。本研究试图根据经验得出的可修改的弹性增强资源和风险因素的概况来确定青春期前的亚组。方法:在COVID-19大流行期间,106名护理人员和101名9 ~ 12岁的T1D学龄前青少年参加了一次调查。使用潜在剖面分析来确定亚组,并评估亚组与协变量和远端结果的关系。结果:两个亚组提供了最佳的拟合数据。在预期的方向上,较高或较低水平的弹性因子的假设剖面与糖尿病结局相关。亚组之间存在临床和统计学上的显著差异,例如,与低恢复力亚组相比,高恢复力亚组的糖化血红蛋白更低,参与更多的糖尿病管理行为,经历更少的糖尿病困扰。结论:根据可修改的个人和家庭资源和危险因素的概况,有可能确定青春期前的亚群。协作照顾者参与、与糖尿病相关的家庭冲突、消极思想、糖尿病优势和糖尿病自我效能等指标对于识别更“危险”的前青少年亚群尤其有用,他们可能从有针对性的社会心理干预中获益最多。
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来源期刊
Journal of Pediatric Psychology
Journal of Pediatric Psychology PSYCHOLOGY, DEVELOPMENTAL-
CiteScore
6.00
自引率
11.10%
发文量
89
期刊介绍: The Journal of Pediatric Psychology is the official journal of the Society of Pediatric Psychology, Division 54 of the American Psychological Association. The Journal of Pediatric Psychology publishes articles related to theory, research, and professional practice in pediatric psychology. Pediatric psychology is an integrated field of science and practice in which the principles of psychology are applied within the context of pediatric health. The field aims to promote the health and development of children, adolescents, and their families through use of evidence-based methods.
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