Literature DB >> 36038781

A structural equation model in adults with type 1 and 2 diabetes: exploring the interplay of psychological states and diabetes outcomes, and the mediating effect of resilience.

Rosalind Pate1, Noreen Caswell2, Kathryn Jane Gardner2, Lynda Holyoak2.   

Abstract

AIMS: Type 1 and 2 diabetes mellitus (T1DM and T2DM) can lead to emotional distress and cognitive impairments, often caused by psychological factors such as low mood or anxiety; yet, few studies have explored the theoretical mechanisms underlying these relationships and within one study. This study explored the relationships between psychological states (anxiety/worry, fatigue) and diabetes outcomes (diabetes distress, cognitive dysfunction), and whether resilience mediated the association between these in T1DM and T2DM.
METHODS: A sample of 307 UK adults with a clinical diagnosis of diabetes (T1DM = 129; T2DM = 178) completed a cross-sectional online survey, composed of six questionnaires. Associations between variables were investigated using Pearson's correlations and Structural Equation Modelling (SEM).
RESULTS: Psychological states were significantly correlated with diabetes outcomes, and resilience was significantly related to both psychological states and diabetes outcomes. The SEM model achieved an acceptable model fit with a significant mediating effect of resilience between psychological states (anxiety/worry, fatigue) and diabetes outcomes (diabetes distress, cognitive dysfunction), with no significant differences between diabetes type.
CONCLUSIONS: We propose a new theoretical model of T1DM and T2DM that could be used to provide guidance for those designing interventions. These findings help to understand the complex nature of diabetes management, suggesting resilience could be a key factor in managing psychological states and diabetes outcomes.
© 2022. The Author(s).

Entities:  

Keywords:  Anxiety; Cognition; Diabetes distress; Diabetes mellitus; Resilience; Structural equation model

Mesh:

Year:  2022        PMID: 36038781      PMCID: PMC9581857          DOI: 10.1007/s00592-022-01955-3

Source DB:  PubMed          Journal:  Acta Diabetol        ISSN: 0940-5429            Impact factor:   4.087


  39 in total

1.  Development and validation of the Penn State Worry Questionnaire.

Authors:  T J Meyer; M L Miller; R L Metzger; T D Borkovec
Journal:  Behav Res Ther       Date:  1990

2.  Fatigue and cognitive symptoms in patients with diabetes: relationship with disease phenotype and insulin treatment.

Authors:  Julie Lasselin; Sophie Layé; Jean-Baptiste Barreau; Alice Rivet; Marie-Josée Dulucq; Henri Gin; Lucile Capuron
Journal:  Psychoneuroendocrinology       Date:  2012-02-26       Impact factor: 4.905

3.  Severe fatigue in type 1 diabetes: Exploring its course, predictors and relationship with HbA1c in a prospective study.

Authors:  Juliane Menting; Stephanie Nikolaus; William M van der Veld; Martine M Goedendorp; Cees J Tack; Hans Knoop
Journal:  Diabetes Res Clin Pract       Date:  2016-09-21       Impact factor: 5.602

4.  Assessing psychosocial distress in diabetes: development of the diabetes distress scale.

Authors:  William H Polonsky; Lawrence Fisher; Jay Earles; R James Dudl; Joel Lees; Joseph Mullan; Richard A Jackson
Journal:  Diabetes Care       Date:  2005-03       Impact factor: 19.112

5.  Sample Size Requirements for Structural Equation Models: An Evaluation of Power, Bias, and Solution Propriety.

Authors:  Erika J Wolf; Kelly M Harrington; Shaunna L Clark; Mark W Miller
Journal:  Educ Psychol Meas       Date:  2013-12       Impact factor: 2.821

6.  Mild worry symptoms predict decline in learning and memory in healthy older adults: a 2-year prospective cohort study.

Authors:  Robert H Pietrzak; Paul Maruff; Michael Woodward; Julia Fredrickson; Amy Fredrickson; John H Krystal; Steven M Southwick; David Darby
Journal:  Am J Geriatr Psychiatry       Date:  2012-03       Impact factor: 4.105

7.  Executive functioning and diabetes: The role of anxious arousal and inflammation.

Authors:  Kyle W Murdock; Angie S LeRoy; Tamara E Lacourt; Danny C Duke; Cobi J Heijnen; Christopher P Fagundes
Journal:  Psychoneuroendocrinology       Date:  2016-05-18       Impact factor: 4.905

8.  The relationship between generic and diabetes specific psychological factors and glycaemic control in adults with type 1 diabetes.

Authors:  C Shaban; J A Fosbury; D A Cavan; D Kerr; T C Skinner
Journal:  Diabetes Res Clin Pract       Date:  2009-06-04       Impact factor: 5.602

9.  Establishing how psychological therapies work: the importance of mediation analysis.

Authors:  S Windgassen; K Goldsmith; R Moss-Morris; T Chalder
Journal:  J Ment Health       Date:  2016-01-06

10.  Resilience and Depressive Symptoms in Adults With Cardiac Disease: A Systematic Review.

Authors:  Amy Ketcham; Austin Matus; Barbara Riegel
Journal:  J Cardiovasc Nurs       Date:  2020-12-29       Impact factor: 2.468

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