Literature DB >> 25880269

Relationship of diabetes complications severity to healthcare utilization and costs among Medicare Advantage beneficiaries.

Leslie Hazel-Fernandez1, Yong Li, Damion Nero, Chad Moretz, Lane Slabaugh, Yunus Meah, Jean Baltz, Nick C Patel, Jonathan R Bouchard.   

Abstract

OBJECTIVES: This study evaluated the usefulness of the Diabetes Complications Severity Index (DCSI) in assessing healthcare resource utilization (HRU) and costs among Medicare Advantage plan members diagnosed with type 2 diabetes mellitus (T2DM). STUDY
DESIGN: A retrospective cohort study of medical and pharmacy claims of 333,576 Medicare members aged 18 to 89 years with ≥1 medical claim with primary diagnosis or ≥2 medical claims with secondary diagnosis, of T2DM (International Classification of Diseases, Ninth Revision, Clinical Modification code 250.x0 or 250.x2) during the period of January 1, 2010, to December 31, 2011.
METHODS: DCSI was assessed concurrently with HRU and healthcare costs (total, medical, and pharmacy). The cohort was subdivided into 6 DCSI groups: DCSI = 0 (no complications) through DCSI = 5+ (≥5). Associations of complication severity with HRU and costs of care were summarized using regression models.
RESULTS: A 1-point increase in DCSI was associated with a $2744 increase in total costs (a $2480 increase in medical costs plus a $264 increase in pharmacy costs). Increasing DCSI was associated with greater use of inpatient and emergency department (ED) services. Among the higher complications subgroups, there were greater representations of older patients, men, and cases of depressive disorders and hypoglycemia.
CONCLUSIONS: DCSI is useful for identifying Medicare plan members with T2DM who should be targeted for clinical programs. HRU and costs increased with DCSI severity. Increases in high-cost HRU, driven by inpatient and ED visits, suggest that preventing or delaying utilization of these services are essential to driving down costs in the T2DM population. Furthermore, high rates of depression and hypoglycemia warrant early screening and necessary treatment to improve patient outcomes.

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Mesh:

Year:  2015        PMID: 25880269

Source DB:  PubMed          Journal:  Am J Manag Care        ISSN: 1088-0224            Impact factor:   2.229


  8 in total

1.  Economic burden of diabetes among medicare beneficiaries with cancer.

Authors:  Cassidi C McDaniel; F Ellen Loh; Devan M Rockwell; Courtney P McDonald; Chiahung Chou
Journal:  J Pharm Health Serv Res       Date:  2021-03-06

2.  Predicting Mortality in Diabetic ICU Patients Using Machine Learning and Severity Indices.

Authors:  Rajsavi S Anand; Paul Stey; Sukrit Jain; Dustin R Biron; Harikrishna Bhatt; Kristina Monteiro; Edward Feller; Megan L Ranney; Indra Neil Sarkar; Elizabeth S Chen
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2018-05-18

3.  Diabetes-Related Complications and Pancreatic Cancer Incidence in the Multiethnic Cohort.

Authors:  Albert J Farias; Anna H Wu; Jacqueline Porcel; Loïc Le Marchand; Lynne R Wilkens; Kristine R Monroe; Gertraud Maskarinec; Stephen J Pandol; Veronica Wendy Setiawan
Journal:  JNCI Cancer Spectr       Date:  2020-05-04

4.  Predicting adverse outcomes due to diabetes complications with machine learning using administrative health data.

Authors:  Mathieu Ravaut; Hamed Sadeghi; Kin Kwan Leung; Maksims Volkovs; Kathy Kornas; Vinyas Harish; Tristan Watson; Gary F Lewis; Alanna Weisman; Tomi Poutanen; Laura Rosella
Journal:  NPJ Digit Med       Date:  2021-02-12

5.  Delineating the Type 2 Diabetes Population in the Netherlands Using an All-Payer Claims Database: Specialist Care, Medication Utilization and Expenditures 2016-2018.

Authors:  Rose J Geurten; Jeroen N Struijs; Arianne M J Elissen; Henk J G Bilo; Chantal van Tilburg; Dirk Ruwaard
Journal:  Pharmacoecon Open       Date:  2021-12-04

6.  Diabetes-Related Complications and Costs in Medicare Beneficiaries with Comorbid Rheumatoid Arthritis and Diabetes Treated with Abatacept Versus Other Targeted DMARDs.

Authors:  Vardhaman Patel; Zulkarnain Pulungan; Anne Shah; Barton Jones; Allison Petrilla; Leticia Ferri; Xue Han; Kaleb Michaud
Journal:  Rheumatol Ther       Date:  2022-05-23

7.  Impact of a "Chart Closure" Hard Stop Alert on Prescribing for Elevated Blood Pressures Among Patients With Diabetes: Quasi-Experimental Study.

Authors:  Magaly Ramirez; Kimberly Chen; Robert W Follett; Carol M Mangione; Gerardo Moreno; Douglas S Bell
Journal:  JMIR Med Inform       Date:  2020-04-17

8.  Identifying and delineating the type 2 diabetes population in the Netherlands using an all-payer claims database: characteristics, healthcare utilisation and expenditures.

Authors:  Rose J Geurten; Arianne M J Elissen; Henk J G Bilo; Jeroen N Struijs; Chantal van Tilburg; Dirk Ruwaard
Journal:  BMJ Open       Date:  2021-12-07       Impact factor: 2.692

  8 in total

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