Incremental Healthcare Expenditures Associated with Thyroid Disorders among Individuals with Diabetes
- PMID: 23304635
- PMCID: PMC3529892
- DOI: 10.1155/2012/418345
Incremental Healthcare Expenditures Associated with Thyroid Disorders among Individuals with Diabetes
Abstract
Objective. To estimate incremental healthcare expenditures associated with thyroid disorders among individuals with diabetes. Research Design and Methods. Cross-sectional study design with data on adults over 20 years of age with diabetes (N = 4, 490) from two years (2007 and 2009) of the Medical Expenditure Panel Survey (MEPS) was used. Ordinary least square regressions on log-transformed total expenditures and type of healthcare expenditures (inpatient, emergency room, outpatient, prescription drug, and other) were performed to estimate the incremental expenditures associated with thyroid disorders after controlling for demographic, socioeconomic, health status, lifestyle risk factors, macrovascular comorbid conditions (MCCs), and chronic conditions (CCs). Results. Among individuals with diabetes, those with thyroid disorders had significantly greater average annual total healthcare expenditures ($15,182) than those without thyroid disorders ($11,093). Individuals with thyroid disorders had 34.3% greater total healthcare expenditures compared to those without thyroid disorders, after controlling for demographic, socio-economic, and perceived health status. Furthermore, controlling for CCs and MCCs, this increase in expenditures was reduced to 21.4%. Conclusions. Among individuals with diabetes, thyroid disorders were associated with greater healthcare expenditures; such excess expenditures may be due to CCs and MCCs. Comanagement of CCs and reducing MCCs may be a pathway to reduce high healthcare expenditures.
Similar articles
-
Healthcare expenditures among community-dwelling adults with thyroid cancer in the United States: A propensity score matched analysis.Heliyon. 2019 Jun 24;5(6):e01995. doi: 10.1016/j.heliyon.2019.e01995. eCollection 2019 Jun. Heliyon. 2019. PMID: 31297464 Free PMC article.
-
The association of multiple chronic conditions and healthcare expenditures among adults with epilepsy in the United States.Epilepsy Behav. 2022 Dec;137(Pt A):108879. doi: 10.1016/j.yebeh.2022.108879. Epub 2022 Oct 31. Epilepsy Behav. 2022. PMID: 36327642
-
Direct Medical Expenditures Associated with Eye Complications among Adults with Diabetes in the United States.J Diabetes Res. 2020 May 15;2020:2864069. doi: 10.1155/2020/2864069. eCollection 2020. J Diabetes Res. 2020. PMID: 32509878 Free PMC article.
-
Health care expenditures associated with depression in adults with cancer.J Community Support Oncol. 2015 Jul;13(7):240-7. doi: 10.12788/jcso.0150. J Community Support Oncol. 2015. PMID: 26270540 Free PMC article.
-
A Linear Decomposition Approach to Explain Excess Direct Healthcare Expenditures Associated with Pain Among Adults with Osteoarthritis.Health Serv Insights. 2022 Oct 27;15:11786329221133957. doi: 10.1177/11786329221133957. eCollection 2022. Health Serv Insights. 2022. PMID: 36325378 Free PMC article.
Cited by
-
Chronic condition combinations and health care expenditures and out-of-pocket spending burden among adults, Medical Expenditure Panel Survey, 2009 and 2011.Prev Chronic Dis. 2015 Jan 29;12:E12. doi: 10.5888/pcd12.140388. Prev Chronic Dis. 2015. PMID: 25633487 Free PMC article.
-
Costs of multimorbidity: a systematic review and meta-analyses.BMC Med. 2022 Jul 19;20(1):234. doi: 10.1186/s12916-022-02427-9. BMC Med. 2022. PMID: 35850686 Free PMC article.
-
Prevalence and risk factors of untreated thyroid dysfunctions in the older Caucasian adults: Results of PolSenior 2 survey.PLoS One. 2022 Aug 22;17(8):e0272045. doi: 10.1371/journal.pone.0272045. eCollection 2022. PLoS One. 2022. PMID: 35994462 Free PMC article.
-
Machine Learning Approach with Harmonized Multinational Datasets for Enhanced Prediction of Hypothyroidism in Patients with Type 2 Diabetes.Diagnostics (Basel). 2024 May 31;14(11):1152. doi: 10.3390/diagnostics14111152. Diagnostics (Basel). 2024. PMID: 38893680 Free PMC article.
-
Treatment of Hypothyroidism and Stress Using Neuro-Emotional Technique (NET): A Case Study.Cureus. 2024 Apr 14;16(4):e58231. doi: 10.7759/cureus.58231. eCollection 2024 Apr. Cureus. 2024. PMID: 38745794 Free PMC article.
References
-
- Prevalence and impact of thyroid disease. 2012, http://www.thyroid.org/thyroid-events-education-media/about-hypothyroidism/
-
- Díez JJ, Sánchez P, Iglesias P. Prevalence of thyroid dysfunction in patients with type 2 diabetes. Experimental and Clinical Endocrinology and Diabetes. 2011;119(4):201–207. - PubMed
-
- Perros P, McCrimmon RJ, Shaw G, Frier BM. Frequency of thyroid dysfunction in diabetic patients: value of annual screening. Diabetic Medicine. 1995;12(7):622–627. - PubMed
-
- Akbar DH, Ahmed MM, Al-Mughales J. Thyroid dysfunction and thyroid autoimmunity in Saudi type 2 diabetics. Acta Diabetologica. 2006;43(1):14–18. - PubMed
LinkOut - more resources
Full Text Sources