Literature DB >> 21446925

Identification of self-management patterns in pediatric type 1 diabetes using cluster analysis.

Jennifer M Rohan1, Alan Delamater, Jennifer Shroff Pendley, Lawrence Dolan, Grafton Reeves, Dennis Drotar.   

Abstract

OBJECTIVES: This study identified three distinct patterns of self-management groups for a sample of 239 youth (9-11 years) with type 1 diabetes and their maternal and paternal caregivers, and assessed their relationship to glycemic control (HbA1c).
METHODS: Youth and their maternal and paternal caregivers were administered the diabetes self-management profile (DSMP) to assess self-management. Glycemic control was based on hemoglobin A1c.
RESULTS: Two-step cluster analysis identified three different self-management groups based on youth, maternal, and paternal reports. Analysis of variance indicated that the pattern of less optimal diabetes self-management was associated with worse glycemic control.
CONCLUSION: Our results objectively describe differences in patterns of self-management in youth with type 1 diabetes, that relate to glycemic control. Interventions based on these specific patterns of self-management may improve diabetes management and enhance glycemic control in children and adolescents with type 1 diabetes.
© 2011 John Wiley & Sons A/S.

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Year:  2011        PMID: 21446925      PMCID: PMC7550859          DOI: 10.1111/j.1399-5448.2010.00752.x

Source DB:  PubMed          Journal:  Pediatr Diabetes        ISSN: 1399-543X            Impact factor:   4.866


  11 in total

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3.  A multisite trial of a clinic-integrated intervention for promoting family management of pediatric type 1 diabetes: feasibility and design.

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Journal:  J Pediatr Psychol       Date:  2005-07-07

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7.  Identification of distinct self-management styles of adolescents with type 1 diabetes.

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8.  Assessing regimen adherence of adolescents with type 1 diabetes.

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6.  Patterns of self-management in pediatric type 1 diabetes predict level of glycemic control 2 years later.

Authors:  Jennifer M Rohan; Jennifer Shroff Pendley; Alan Delamater; Lawrence Dolan; Grafton Reeves; Dennis Drotar
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Review 7.  Diabetes resilience: a model of risk and protection in type 1 diabetes.

Authors:  Marisa E Hilliard; Michael A Harris; Jill Weissberg-Benchell
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8.  Identification and prediction of group-based glycemic control trajectories during the transition to adolescence.

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9.  Patterns and associated factors of diabetes self-management: Results of a latent class analysis in a German population-based study.

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10.  Changes in treatment adherence and glycemic control during the transition to adolescence in type 1 diabetes.

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Journal:  Diabetes Care       Date:  2012-04-03       Impact factor: 19.112

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