ArticleDiabetes care2019
Association of Anxiety With High-Cost Health Care Use Among Individuals With Type 2 Diabetes.
Article in Diabetes care, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed, 24 citations in OpenAlex.
- Observational
- Healthcare utilisation, diagnosed depression and anxiety among US adults with diagnosed diabetes and pre-diabetes, 2021-2023: a national cross-sectional study.BMJ public health · 2026Article
- Is alcohol use disorder associated with higher rates of depression and anxiety among people with new onset type 2 diabetes? A cohort study using linked primary care data in England.BMC primary care · 2024Article
- Depression, Anxiety, and Health-Related Quality of Life in Adults with Type 2 Diabetes.Journal of clinical medicine · 2024Article
- Applying contrastive pre-training for depression and anxiety risk prediction in type 2 diabetes patients based on heterogeneous electronic health records: a primary healthcare case study.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- Training the next generation of delivery science researchers: 10-year experience of a post-doctoral research fellowship program within an integrated care system.Learning health systems · 2024Article
- Baseline anxiety disorders are associated with progression of diabetic kidney disease in type 2 diabetes.Renal failure · 2023Article
- Prevalence of Anxiety and Associated Factors Among Inpatients with Type 2 Diabetes Mellitus in China: A Cross-Sectional Study.The Psychiatric quarterly · 2023Article
- "We Need Health for All": Mental Health and Barriers to Care among Latinxs in California and Connecticut.International journal of environmental research and public health · 2022Article
- Association between depressive symptoms and diagnosis of diabetes and its complications: A network analysis in electronic health records.Frontiers in psychiatry · 2022Article
- Depression, anxiety, and diabetes-related distress in type 2 diabetes in primary care in Greece: Different roles for glycemic control and self-care.SAGE open medicine · 2022Article
- Associated patient demographic characteristics and disease-related self-care behaviors with diabetes: a mediation model.Journal of diabetes and metabolic disorders · 2021Article
- Insulin pricing and other major diabetes-related concerns in the USA: a study of 46 407 tweets between 2017 and 2019.BMJ open diabetes research & care · 2020Article
- Anxiety is common and costly in T2DM - why psychology matters.Nature reviews. Endocrinology · 2019Article
- Improved well-being and decreased disease burden after 1-year use of flash glucose monitoring (FLARE-NL4).BMJ open diabetes research & care · 2019Observational
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Authors and funding
10 authors at 2 institutions in 1 country.
Funding
Abstract
objectivePeople with type 2 diabetes vary greatly in their use of high-cost health care resources. We examined the association of anxiety with high-cost use after accounting for depression and medical comorbidity. RESEARCH DESIGN AND
methodsUsing electronic health record data, we assessed past anxiety diagnosis, health care use and costs, demographics, comorbidities, and diabetes control status and complications during 2008-2012 for 143,573 adult members of an integrated health care system with type 2 diabetes. Multivariable regression models estimated associations between anxiety and emergency department (ED) use, total hospitalization costs, and high-cost status (i.e., incurring total health care costs in the top 20% among all system members).
resultsDuring 2008-2011, 12.9% of participants received a diagnosis of anxiety, of whom 52.9% also had received a depression diagnosis. After adjustment for covariates including depression, anxiety was positively related to the number of ED visits in 2012 (incidence rate ratio 1.27; 95% CI 1.21, 1.34), the likelihood of visiting the ED on a chronic, frequent basis during 2010-2012 (odds ratio 2.55; 95% CI 1.90, 3.44), and high-cost status in 2012 (odds ratio 1.29; 95% CI 1.23, 1.36), but anxiety was not related to total hospitalization costs in 2012 (relative cost ratio 1.06; 95% CI 0.94, 1.21;
conclusionsAnxiety is highly comorbid with depression among individuals with type 2 diabetes and is independently associated with high-cost resource use. Strategies to improve anxiety management among people with diabetes hold the potential to also reduce health care costs.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.