Jackson GL, Edelman D, Olsen MK, Smith VA, Maciejewski ML. Benefits of participation in diabetes group visits after trial completion. JAMA Intern Med. Published online March 11, 2013. doi:10.1001/jamainternmed.2013.2803
eTable 1. Descriptive Statistics of Patients by Study Arms
eTable 2. Mean (Standard Deviation) Inpatient Expenditures Before, During and After the GMC Trial
eTable 3. Estimated Means (95% CI), Differences (95% CI) in Systolic Blood Pressure, LDL-C, and HbA1c Between Study Arms at Baseline, Trial Completion, and Post-trial Period
eFigure 1. Economic Outcomes: Estimated Probability of Inpatient Admissions, Outpatient Costs, and Total Costs Before, During and After Trial Completion
eFigure 2. Clinical Outcomes: Estimated Trajectories of Systolic Blood Pressure, Hemoglobin A1c, and LDL-Cholesterol Before, During and After Trial Completion
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Jackson GL, Edelman D, Olsen MK, Smith VA, Maciejewski ML. Benefits of Participation in Diabetes Group Visits After Trial Completion. JAMA Intern Med. 2013;173(7):590–592. doi:10.1001/jamainternmed.2013.2803
Author Affiliations: Center for Health Services Research in Primary Care, Durham Veterans Affairs Medical Center (Drs Jackson, Edelman, Olsen, and Maciejewski and Ms Smith), and Division of General Internal Medicine (Drs Jackson, Edelman, and Maciejewski), Department of Biostatistics and Bioinformatics (Dr Olsen), Duke University Medical Center, Durham, North Carolina.
Group medical clinics (GMCs) represent a potentially scalable and sustainable intervention for patients with diabetes.1 A recent trial randomized 239 patients with uncontrolled diabetes (hemoglobin A1c [HbA1c] level ≥7.5%) and hypertension (blood pressure [BP] ≥140/90 mm Hg) to GMC attendance every 2 months for a year or usual care. Each session included group education and structured group interactions moderated by a registered nurse or certified diabetes educator. Individual medication adjustments were made by a pharmacist and general internist to manage HbA1c, BP, and cholesterol.2
Group medical clinic patients had greater reductions in systolic BP (SBP) (−7.3 mm Hg)2 and low-density lipoprotein cholesterol (LDL-C) levels (−9.2 mg/dL)3 than usual care patients. The purpose of this Research Letter was to examine the economic and clinical benefits of GMC attendance 18 months following completion of the trial.
Expenditure and utilization outcomes were obtained from Department of Veterans Affairs (VA) claims data,4,5 and expenditures were inflation adjusted to 2010 dollars. Outpatient expenditures, total expenditures, and probability of inpatient admission during seven 6-month periods (2 prior to, 2 during, and 3 after the trial) were modeled using generalized estimating equations. These models included treatment arm, indicators for each 6-month period, and interactions of treatment and period for the five 6-month periods following intervention initiation.
Systolic BP, LDL-C, and HbA1c measurements were ascertained from the VA electronic health record taken during any outpatient visit in the 42-month observation period. Unlike study-specific outcome values obtained at baseline, 6 months, and 12 months during the trial, each patient in this follow-up study had a varying number of clinic-based outcomes that were captured at different time intervals. There were natural transition points at baseline and trial conclusion, so piecewise quadratic mixed-effects models were fit with treatment by time interactions for differential trends by arm. These models had separate quadratic functions for the trial and posttrial periods, with time coded continuously as the number of weeks from baseline and centered at the points of discontinuity (baseline and trial conclusion).6 The models for SBP and LDL-C included patient-level random effects for intercept and linear slope, quadratic time slope, and correlations between intercept and slopes. The model for HbA1c included patient-level random effects for intercept and linear time and their correlation.
The GMC trial2 was approved by the institutional review boards of the Durham, North Carolina, and Richmond, Virginia, Veterans Affairs Medical Centers (VAMCs). The follow-up study reported herein was approved by the Durham VAMC institutional review board.
See eTable 1 for patient characteristics. Forty-seven percent of usual care patients and 39% of GMC patients incurred 1 inpatient admission or more during our study period. Mean expenditures are given in eTable 2. Group medical clinic patients had a lower estimated probability of an inpatient admission compared with usual care patients 13 to 18 months after the trial (Table). Estimated mean outpatient expenditures were similar between arms during and after the trial, while estimated mean total expenditures for the GMC patients were significantly lower (−$7504; 95% CI, −$14 286 to −$721; P = .003) 13 to 18 months after the trial owing to lower observed inpatient admissions during the same period (Table and eFigure 1). A sensitivity analysis of the probability of inpatient admissions with a primary diagnosis related to diabetes, cardiovascular disease, or renal disease7 showed similar results.
The 239 patients in this GMC trial had a mean of 25.4 SBP values, 8.1 HbA1c values, and 6.1 LDL-C values obtained during routine clinic visits over the 42-month observation period. Trends in clinic SBP values diverged from baseline to become significantly lower (relative improvement of 3.1 mm Hg; 95% CI, −5.3 to −0.9 mm Hg; P = .007) for GMC compared with usual care patients by the end of the 12-month trial. This improvement was sustained for the first 6 months after trial completion (estimated SBP was 3.1 mm Hg lower [95% CI, −5.8 to −0.4 mm Hg; P = .03] for GMC compared with usual care patients). However, relative improvement in clinic SBP declined for GMC patients compared with usual care patients (18 months after the trial, 0.8 mm Hg lower [95% CI, −5.7 to 4.2 mm Hg; P = .76]). Estimated HbA1c and LDL-C trends were similar between arms over the entire study period (eTable 3 and eFigure 2).
To our knowledge, this is the first study to examine the long-term economic and clinical posttrial impacts of GMCs. We found that GMC patients had significantly lower probability of inpatient admission and total expenditures than usual care patients 13 to 18 months after trial completion.
Clinically meaningful improvements in BP may have led to risk reduction substantial enough to translate into lower health expenditures by forestalling cardiovascular events requiring hospitalization, which is consistent with United Kingdom Prospective Diabetes Study (UKPDS), which showed that tight BP control resulted in lower 10-year risk of peripheral vascular disease for the subset of UKPDS patients with uncontrolled diabetes and hypertension.8 The Steno-2 follow-up study found that intensive control of BP, HbA1c, and LDL-C among patients with diabetes and persistent microalbuminuria reduced cardiovascular-related adverse event and death rates 5.5 years after trial completion.9 It is also possible that resource use declined because GMC patients learned to address health concerns directly with their usual physicians; GMC patients self-reported significantly greater confidence in managing diabetes at the completion of the trial compared with usual care.2
Correspondence: Dr Jackson, Durham VA Medical Center, Health Services Research & Development Service (152), 508 Fulton St, Durham, NC 27705 (firstname.lastname@example.org).
Published Online: March 11, 2013. doi:10.1001/jamainternmed.2013.2803
Author Contributions:Study concept and design: Jackson, Edelman, Olsen, and Maciejewski. Acquisition of data: Jackson, Smith, and Maciejewski. Analysis and interpretation of data: Jackson, Edelman, Olsen, Smith, and Maciejewski. Drafting of the manuscript: Jackson and Maciejewski. Critical revision of the manuscript for important intellectual content: Jackson, Edelman, Olsen, Smith, and Maciejewski. Statistical analysis: Olsen, Smith, and Maciejewski. Obtained funding: Jackson and Maciejewski. Administrative, technical, and material support: Jackson and Maciejewski. Study supervision: Jackson.
Conflict of Interest Disclosures: Dr Maciejewski has received consultation funds from Takeda Pharmaceuticals, Novartis, and the Surgical Review Corporation and owns stock in Amgen.
Funding/Support: This research was funded by the Quality Enhancement Research Initiative (QUERI) of the Department of Veterans Affairs (VA) Health Services Research & Development (HSR&D) Service (RRP-09-407). The Group Visits Trial was funded by VA HSR&D (IIR-03-084). Dr Maciejewski is supported by a VA HSR&D Research Career Scientist Award (RCS-10-391).
Role of the Sponsors: The QUERI and HSR&D of the VA had no role in the design, conduct, collection, management, analysis, or interpretation of the data; or in the preparation, review, or approval of the manuscript.
Trial Registration: clinicaltrials.gov Identifier: NCT00286741
Disclaimer: The views expressed in this article are those of the authors and do not necessarily reflect the position or policy of the VA, the US government, or Duke University.
Previous Presentations: Preliminary results were presented at the VA HSR&D National Meeting; February 17, 2011; National Harbor, Maryland; and at the AcademyHealth Annual Research Meeting; June 12, 2011; Seattle, Washington.
Additional Contributions: Substantial contributions were also provided by Hayden B. Bosworth, PhD; Benjamin J. Powers, MD, MHS; and Miriam A. Kaufman, MSW. The initial Group Visits Trial was led by Dr Edelman (principal investigator), Morris Weinberger, PhD (co-principal investigator), and Sonja K. Fredrickson, MD (site principal investigator). Cynthia J. Coffman, PhD, provided an important review of an earlier draft of the manuscript.
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