Highlights
- •Optimal diabetes management includes several self-care behaviors.
- •One in four people with diabetes reported occasional-to-frequent mental health burden.
- •Mental health burden was associated with less self-care behavior participations.
- •Mental health screening could target interventions to improve self-care behaviors.
Abstract
Aim
To assess the association of mental health burden with diabetes-related self-care
behaviors and healthcare utilization among older adults.
Method
This cross-sectional 2019 Behavioral Risk Factor Surveillance System (BRFSS) study
included ≥ 65 years old adults with self-reported diabetes. Three groups were used
based on the number of days in the past month affected by mental health: 0 days (no
burden), 1–13 days (occasional burden), and 14–30 days (frequent burden). Primary
outcome was performing ≥ 3 of 5 diabetes-related self-care behaviors. Secondary outcome
was performing ≥ 3 of 5 healthcare utilization behaviors. Multivariable logistic regression
was used in Stata/SE 15.1.
Results
Of 14,217 included individuals, 10.2 % reported frequent mental health burden. Compared
to ‘no burden’, ‘occasional’ and ‘frequent burden’ groups included more female, obese,
not married persons with younger age of diabetes diagnosis, and reported more comorbidities,
insulin use, cost-related barriers to see doctors, and diabetes-related eye issues
(p < 0.05). ’Occasional/frequent burden’ groups reported less self-care and healthcare
utilization behaviors, except 30 % higher healthcare utilization was observed in the
‘occasional burden’ group compared to no burden (aOR 1.30, 95 %CI 1.08–1.58, p = 0.006).
Conclusions
Overall, mental health burden was associated with reduced participation in diabetes-related
self-care and healthcare utilization behaviors in a stepwise manner, except occasional
burden was associated with higher healthcare utilization.
Keywords
To read this article in full you will need to make a payment
Purchase one-time access:
Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online accessOne-time access price info
- For academic or personal research use, select 'Academic and Personal'
- For corporate R&D use, select 'Corporate R&D Professionals'
Subscribe:
Subscribe to Primary Care DiabetesAlready a print subscriber? Claim online access
Already an online subscriber? Sign in
Register: Create an account
Institutional Access: Sign in to ScienceDirect
References
- Economic costs of diabetes in the U.S. in 2017.Diabetes Care. 2018; 41: 917-928https://doi.org/10.2337/DCI18-0007/-/DC1
- Projection of the future diabetes burden in the United States through 2060.Popul Health Metr. 2018; 16: 1-9https://doi.org/10.1186/S12963-018-0166-4/TABLES/3
- Cost-effectiveness of diabetes education.J. Am. Diet. Assoc. 2008; 108: S6https://doi.org/10.1016/J.JADA.2008.01.019
- Effectiveness of pharmacist-administered diabetes mellitus education and management services.Pharmacotherapy. 2005; 25: 1809-1816https://doi.org/10.1592/PHCO.2005.25.12.1809
- The chronic care model for type 2 diabetes: a systematic review.Diabetol. Metab. Syndr. 2016; 8: 1-7https://doi.org/10.1186/S13098-015-0119-Z/FIGURES/2
- 1. Improving care and promoting health in populations: standards of medical care in diabetes-2022.Diabetes Care. 2022; 45: S8-S16https://doi.org/10.2337/DC22-S001
- Depression in older people is underdiagnosed.Practitioner. 2014; 258 (2. Accessed May 5, 2022): 19-22
- Depression and diabetes treatment nonadherence: a meta-analysis.Diabetes Care. 2008; 31: 2398-2403https://doi.org/10.2337/DC08-1341
- Exploration of health anxiety among individuals with diabetes: prevalence and implications.J. Health Psychol. 2014; 19: 312-322https://doi.org/10.1177/1359105312470157
- Distress and living with diabetes: defining characteristics through an online survey.Diabetes Ther. 2022; 13: 1585-1597https://doi.org/10.1007/s13300-022-01291-3
- Diabetes Attitudes, Wishes and Needs second study (DAWN2™): cross-national benchmarking of diabetes-related psychosocial outcomes for people with diabetes.Diabet. Med. 2013; 30: 767-777https://doi.org/10.1111/DME.12245
- Psychological conditions in adults with diabetes.Am. Psychol. 2016; 71: 552-562https://doi.org/10.1037/A0040408
- Screening for depression in adults: a summary of the evidence for the U.S. Preventive Services Task Force.Ann. Intern. Med. 2002; 136: 765-776https://doi.org/10.7326/0003-4819-136-10-200205210-00013
- Clinical diagnosis of depression in primary care: a meta-analysis.Lancet. 2009; 374: 609-619https://doi.org/10.1016/S0140-6736(09)60879-5
- A comparison of prevalence estimates for selected health indicators and chronic diseases or conditions from the behavioral risk factor surveillance system, the national health interview survey, and the national health and nutrition examination survey, 2007-2008.Prev. Med. 2012; 54: 381-387https://doi.org/10.1016/j.ypmed.2012.04.003
- Depression in type 2 diabetes mellitus: prevalence, impact, and treatment.Drugs. 2015; 75: 577-587https://doi.org/10.1007/S40265-015-0347-4
- Frequent mental distress among adults, by disability status, disability type, and selected characteristics — United States, 2018.MMWR Morb. Mortal. Wkly. Rep. 2020; 69: 1238-1243https://doi.org/10.15585/MMWR.MM6936A2
- Standards of medical care in diabetes—2019 abridged for primary care providers.Clin. Diabetes: A Publ. Am. Diabetes Assoc. Clin. Diabetes. 2019; 37: 11https://doi.org/10.2337/CD18-0105
- The importance of addressing depression and diabetes distress in adults with type 2 diabetes.J. Gen. Intern Med. 2019; 34: 320-324https://doi.org/10.1007/s11606-018-4705-2
- Sex and depression in the National Comorbidity Survey I: Lifetime prevalence, chronicity and recurrence.J. Affect Disord. 1993; 29: 85-96https://doi.org/10.1016/0165-0327(93)90026-G
- Becoming married and mental health: a longitudinal study of a cohort of young adults.J. Marriage Fam. 1996; 58: 895https://doi.org/10.2307/353978
Article info
Publication history
Published online: March 08, 2023
Accepted:
February 26,
2023
Received in revised form:
February 9,
2023
Received:
June 30,
2022
Publication stage
In Press Corrected ProofIdentification
Copyright
© 2023 Primary Care Diabetes Europe. Published by Elsevier Ltd. All rights reserved.