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Published in: Journal of General Internal Medicine 8/2018

01-08-2018 | Original Research

Impact of Patient-Centered Medical Home Implementation on Diabetes Control in the Veterans Health Administration

Authors: LeChauncy D. Woodard, MD, MPH, Omolola E. Adepoju, PhD, Amber B. Amspoker, PhD, Salim S. Virani, MD, PhD, David J. Ramsey, PhD, Laura A. Petersen, MD, MPH, Lindsey A. Jones, MS, Lea Kiefer, MPH, Praveen Mehta, MD, MBA, Aanand D. Naik, MD

Published in: Journal of General Internal Medicine | Issue 8/2018

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Abstract

Background

Given its widespread dissemination across primary care, the Veterans Health Administration (VA) is an ideal setting to examine the impact of the patient-centered medical home (PCMH) on diabetes outcomes.

Objective

To assess the impact of PCMH implementation on diabetes outcomes among patients receiving care in the Veterans Health Administration.

Design

Retrospective cohort analysis and multilevel logistic regression.

Patients

Twenty thousand eight hundred fifty-eight patients in one Midwest VA network who had a diabetes diagnosis in both 2009 and 2012 and who received primary care between October 1, 2008 and September 30, 2009.

Main Measures

Glycemic and lipid control using VA quality indicators [hemoglobin (Hb) A1c < 9%, low-density lipoprotein cholesterol (LDL-C) < 100 mg/dL].

Key Results

Odds of glycemic control were lower in 2012 than 2009 (OR = 0.72, 95% CI = 0.67–0.77, p  < 0.001), and this change in control over time varied by race (OR of the interaction between time and race = 1.18, 95% CI = 1.02–1.36, p  = 0.028). While the disparity in glycemic control between white and black patients persisted post-PCMH, the magnitude of the disparity was smaller in 2012 compared to 2009 (2012: OR = 1.32, 95% CI = 1.18–1.47, p  < 0.0001 and 2009: OR = 1.59, 95% CI = 1.39–1.82, p  < 0.0001). Odds of lipid control did not significantly change between 2009 and 2012 and change did not vary by race and/or gender.

Conclusions

Although there were no significant improvements in odds of lipid control, and odds of glycemic control decreased following PCMH implementation, there was evidence of reduced racial disparities in glycemic control post-PCMH implementation.
Literature
2.
go back to reference Centers for Disease Control Prevention (CDC). National Diabetes Statistics Report: Estimates of Diabetes and Its Burden in the United States, 2014. Atlanta, GA: U.S. Department of Health and Human Services; 2014. Centers for Disease Control Prevention (CDC). National Diabetes Statistics Report: Estimates of Diabetes and Its Burden in the United States, 2014. Atlanta, GA: U.S. Department of Health and Human Services; 2014.
3.
go back to reference Piette JD, Holtz B, Beard AJ, et al. Improving chronic illness care for veterans within the framework of the Patient-Centered Medical Home: experiences from the Ann Arbor Patient-Aligned Care Team Laboratory. Transl Behav Med.2011;1:615–23.CrossRefPubMedPubMedCentral Piette JD, Holtz B, Beard AJ, et al. Improving chronic illness care for veterans within the framework of the Patient-Centered Medical Home: experiences from the Ann Arbor Patient-Aligned Care Team Laboratory. Transl Behav Med.2011;1:615–23.CrossRefPubMedPubMedCentral
4.
go back to reference Rosland AM, Nelson K, Sun H, et al. The patient-centered medical home in the Veterans Health Administration. Am J Manag Care.2013;19:263–72. Rosland AM, Nelson K, Sun H, et al. The patient-centered medical home in the Veterans Health Administration. Am J Manag Care.2013;19:263–72.
5.
go back to reference Petzel RA. Patient Aligned Care Team (PACT) Handbook. Department of Veterans Affairs, Veterans Health Administration. 2014. Petzel RA. Patient Aligned Care Team (PACT) Handbook. Department of Veterans Affairs, Veterans Health Administration. 2014.
6.
go back to reference Jones AL, Cochran SD, Leibowitz A, Wells KB, Kominski G, Mays VM. Usual primary care provider characteristics of a patient-centered medical home and mental health service use. J Gen Intern Med.2015;30:1828–36.CrossRefPubMedPubMedCentral Jones AL, Cochran SD, Leibowitz A, Wells KB, Kominski G, Mays VM. Usual primary care provider characteristics of a patient-centered medical home and mental health service use. J Gen Intern Med.2015;30:1828–36.CrossRefPubMedPubMedCentral
7.
go back to reference Nelson KM, Helfrich C, Sun H, et al. Implementation of the patient-centered medical home in the Veterans Health Administration: associations with patient satisfaction, quality of care, staff burnout, and hospital and emergency department use. JAMA Intern Med.2014;174:1350–8.CrossRefPubMed Nelson KM, Helfrich C, Sun H, et al. Implementation of the patient-centered medical home in the Veterans Health Administration: associations with patient satisfaction, quality of care, staff burnout, and hospital and emergency department use. JAMA Intern Med.2014;174:1350–8.CrossRefPubMed
8.
go back to reference Sylling PW, Wong ES, Liu C-F, et al. Patient-centered medical home implementation and primary care provider turnover. Med Care.2014;52:1017–22.PubMed Sylling PW, Wong ES, Liu C-F, et al. Patient-centered medical home implementation and primary care provider turnover. Med Care.2014;52:1017–22.PubMed
9.
go back to reference Kearney LK, Post EP, Pomerantz AS, Zeiss AM. Applying the interprofessional patient aligned care team in the Department of Veterans Affairs: transforming primary care. Am Psychol.2014;69:399–408.CrossRefPubMed Kearney LK, Post EP, Pomerantz AS, Zeiss AM. Applying the interprofessional patient aligned care team in the Department of Veterans Affairs: transforming primary care. Am Psychol.2014;69:399–408.CrossRefPubMed
10.
go back to reference Bodjadzievski T, Gabbay R. Patient-centered medical home and diabetes. Med Care.2011;34: 1047–53. Bodjadzievski T, Gabbay R. Patient-centered medical home and diabetes. Med Care.2011;34: 1047–53.
11.
go back to reference Rosenthal MB, Sinaiko AD, Eastman D, Chapman B, Partridge G. Impact of the Rochester Medical Home Initiative on primary care practices, quality, utilization, and costs. Med. Care.2015;53:967–73.PubMed Rosenthal MB, Sinaiko AD, Eastman D, Chapman B, Partridge G. Impact of the Rochester Medical Home Initiative on primary care practices, quality, utilization, and costs. Med. Care.2015;53:967–73.PubMed
12.
go back to reference Ziemer DC, Kolm P, Weintraub WS, et al. Glucose-independent, black–white differences in hemoglobin A1c levels: a cross-sectional analysis of 2 studies. Annals of Intern Med.2010;152:770–7.CrossRef Ziemer DC, Kolm P, Weintraub WS, et al. Glucose-independent, black–white differences in hemoglobin A1c levels: a cross-sectional analysis of 2 studies. Annals of Intern Med.2010;152:770–7.CrossRef
13.
go back to reference Herman WH, Dungan KM, Wolffenbuttel BH, et al. Racial and ethnic differences in mean plasma glucose, hemoglobin A1c, and 1,5-anhydroglucitol in over 2000 patients with type 2 diabetes. J Clin Endocrinol Metab.2009;94:1689–94.CrossRefPubMed Herman WH, Dungan KM, Wolffenbuttel BH, et al. Racial and ethnic differences in mean plasma glucose, hemoglobin A1c, and 1,5-anhydroglucitol in over 2000 patients with type 2 diabetes. J Clin Endocrinol Metab.2009;94:1689–94.CrossRefPubMed
14.
go back to reference Herman WH, Ma Y, Uwaifo G, et al. Differences in A1C by race and ethnicity among patients with impaired glucose tolerance in the Diabetes Prevention Program. Diabetes Care.2007;30:2453–57.CrossRefPubMedPubMedCentral Herman WH, Ma Y, Uwaifo G, et al. Differences in A1C by race and ethnicity among patients with impaired glucose tolerance in the Diabetes Prevention Program. Diabetes Care.2007;30:2453–57.CrossRefPubMedPubMedCentral
15.
go back to reference Selvin E, Parrinello CM, Sacks DB, Coresh J. Trends in prevalence and control of diabetes in the United States, 1988–1994 and 1999–2010. Ann Intern Med.2014;160:517–25.CrossRefPubMedPubMedCentral Selvin E, Parrinello CM, Sacks DB, Coresh J. Trends in prevalence and control of diabetes in the United States, 1988–1994 and 1999–2010. Ann Intern Med.2014;160:517–25.CrossRefPubMedPubMedCentral
16.
go back to reference Women Veterans Health Strategic Health Care Group. Gender Differences in Performance Measures, VHA 2008–2011. Washington, DC: Veterans Health Administration; 2012. Women Veterans Health Strategic Health Care Group. Gender Differences in Performance Measures, VHA 2008–2011. Washington, DC: Veterans Health Administration; 2012.
17.
18.
go back to reference Office of Quality and Performance. FY 2011 Q1 Clinical Measures Specification Manual. Vol. 2. Veterans Health Administration; Oct 1. 2010. Office of Quality and Performance. FY 2011 Q1 Clinical Measures Specification Manual. Vol. 2. Veterans Health Administration; Oct 1. 2010.
19.
go back to reference Petersen LA, Pietz K, Woodard LD, Byrne M. Comparison of the predictive validity of diagnosis-based risk adjusters for clinical outcomes. Med Care.2005;43:61–67.PubMed Petersen LA, Pietz K, Woodard LD, Byrne M. Comparison of the predictive validity of diagnosis-based risk adjusters for clinical outcomes. Med Care.2005;43:61–67.PubMed
20.
go back to reference Maynard C, Chapko MK. Data resources in the Department of Veterans Affairs. Diabetes Care.2004; 27:B22-B26.CrossRefPubMed Maynard C, Chapko MK. Data resources in the Department of Veterans Affairs. Diabetes Care.2004; 27:B22-B26.CrossRefPubMed
21.
go back to reference Cohen J, Cohen P, West SG, Aiken LS. Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences, 3rd ed. Mahwah, NJ: Lawrence Erlbaum Associates. Cohen J, Cohen P, West SG, Aiken LS. Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences, 3rd ed. Mahwah, NJ: Lawrence Erlbaum Associates.
22.
go back to reference Fifield J, Forrest DD, Burleson JA, Martin-Peele M, Gillespie W. Quality and efficiency in small practices transitioning to patient centered medical homes: a randomized trial. J Gen Intern Med.2013;28:778–86.CrossRefPubMedPubMedCentral Fifield J, Forrest DD, Burleson JA, Martin-Peele M, Gillespie W. Quality and efficiency in small practices transitioning to patient centered medical homes: a randomized trial. J Gen Intern Med.2013;28:778–86.CrossRefPubMedPubMedCentral
23.
go back to reference Friedberg MW, Schneider EC, Rosenthal MB, Volpp KG, Werner RM. Association between participation in a multipayer medical home intervention and changes in quality, utilization, and costs of care. JAMA.2014;311:815–25.CrossRefPubMed Friedberg MW, Schneider EC, Rosenthal MB, Volpp KG, Werner RM. Association between participation in a multipayer medical home intervention and changes in quality, utilization, and costs of care. JAMA.2014;311:815–25.CrossRefPubMed
24.
go back to reference Jaén CR, Ferrer RL, Miller WL, et al. Patient outcomes at 26 months in the patient-centered medical home National Demonstration Project. Ann Fam Med.2010;8:S57–67.CrossRefPubMedPubMedCentral Jaén CR, Ferrer RL, Miller WL, et al. Patient outcomes at 26 months in the patient-centered medical home National Demonstration Project. Ann Fam Med.2010;8:S57–67.CrossRefPubMedPubMedCentral
25.
go back to reference Egede LE, Gebregziabher M, Hunt KJ, et al. Regional, geographic, and ethnic differences in medication adherence among adults with type 2 diabetes. Ann Pharmacother.2011;45:169–78.CrossRefPubMed Egede LE, Gebregziabher M, Hunt KJ, et al. Regional, geographic, and ethnic differences in medication adherence among adults with type 2 diabetes. Ann Pharmacother.2011;45:169–78.CrossRefPubMed
26.
go back to reference Egede LE, Mueller M, Echols CL, Gebregziabher M. Longitudinal differences in glycemic control by race/ethnicity among veterans with type 2 diabetes. Med Care.2010;48:527–33.CrossRefPubMed Egede LE, Mueller M, Echols CL, Gebregziabher M. Longitudinal differences in glycemic control by race/ethnicity among veterans with type 2 diabetes. Med Care.2010;48:527–33.CrossRefPubMed
27.
go back to reference Lynch CP, Gebregziabher M, Echols C, Gilbert GE, Zhao Y, Egede LE. Racial disparities in all-cause mortality among veterans with type 2 diabetes. J Gen Intern Med.2010;25:1051–56.CrossRefPubMedPubMedCentral Lynch CP, Gebregziabher M, Echols C, Gilbert GE, Zhao Y, Egede LE. Racial disparities in all-cause mortality among veterans with type 2 diabetes. J Gen Intern Med.2010;25:1051–56.CrossRefPubMedPubMedCentral
28.
go back to reference Goldstein KM, Melnyk SD, Zullig LL, et al. Heart matters: gender and racial differences cardiovascular disease risk factor control among veterans. Womens Health Issues.2014;24:477–83.CrossRefPubMed Goldstein KM, Melnyk SD, Zullig LL, et al. Heart matters: gender and racial differences cardiovascular disease risk factor control among veterans. Womens Health Issues.2014;24:477–83.CrossRefPubMed
29.
go back to reference Vimalananda VG, Miller DR, Hofer TP, Holleman RG, Klamerus ML, Kerr EA. Accounting for clinical action reduces estimates of gender disparities in lipid management for diabetic veterans. J Gen Intern Med.2013;28:529–35.CrossRefPubMedCentral Vimalananda VG, Miller DR, Hofer TP, Holleman RG, Klamerus ML, Kerr EA. Accounting for clinical action reduces estimates of gender disparities in lipid management for diabetic veterans. J Gen Intern Med.2013;28:529–35.CrossRefPubMedCentral
30.
go back to reference Vimalananda VG, Miller DR, Palnati M, Christiansen CL, Fincke BG. Gender disparities in lipid-lowering therapy among veterans with diabetes. Womens Health Issues.2011;21:S176–81.CrossRefPubMed Vimalananda VG, Miller DR, Palnati M, Christiansen CL, Fincke BG. Gender disparities in lipid-lowering therapy among veterans with diabetes. Womens Health Issues.2011;21:S176–81.CrossRefPubMed
31.
go back to reference Strom Williams JL, Lynch CP, Winchester R, Thomas L, Keith B, Egede LE. Gender differences in composite control of cardiovascular risk factors among patients with type 2 diabetes. Diabetes Technol Ther.2014;16:421–27.CrossRefPubMedPubMedCentral Strom Williams JL, Lynch CP, Winchester R, Thomas L, Keith B, Egede LE. Gender differences in composite control of cardiovascular risk factors among patients with type 2 diabetes. Diabetes Technol Ther.2014;16:421–27.CrossRefPubMedPubMedCentral
33.
go back to reference Halanych JH, Wang F, Miller DR, et al. Racial/ethnic differences in diabetes care for older veterans: accounting for dual health system use changes conclusions. Med Care.2006;44:439–45.CrossRefPubMed Halanych JH, Wang F, Miller DR, et al. Racial/ethnic differences in diabetes care for older veterans: accounting for dual health system use changes conclusions. Med Care.2006;44:439–45.CrossRefPubMed
34.
go back to reference Simonetti JA, Fine MJ, Chen YF, Simak D, Hess R. Racial comparisons of diabetes care and intermediate outcomes in a patient-centered medical home. Diabetes Care.2014;37:993–1001.CrossRefPubMedPubMedCentral Simonetti JA, Fine MJ, Chen YF, Simak D, Hess R. Racial comparisons of diabetes care and intermediate outcomes in a patient-centered medical home. Diabetes Care.2014;37:993–1001.CrossRefPubMedPubMedCentral
35.
go back to reference Tseng CL, Sambamoorthi U, Rajan M, et al. Are there gender differences in diabetes care among elderly Medicare enrolled veterans? J Gen Intern Med.2006;21:S47–53.CrossRefPubMedPubMedCentral Tseng CL, Sambamoorthi U, Rajan M, et al. Are there gender differences in diabetes care among elderly Medicare enrolled veterans? J Gen Intern Med.2006;21:S47–53.CrossRefPubMedPubMedCentral
36.
go back to reference Tseng CL, Sambamoorthi U, Tiwari A, Rajan M, Findley P, Pogach L. Diabetes care among veteran women with disability. Womens Health Issues.2006;16:361–71.CrossRefPubMedPubMedCentral Tseng CL, Sambamoorthi U, Tiwari A, Rajan M, Findley P, Pogach L. Diabetes care among veteran women with disability. Womens Health Issues.2006;16:361–71.CrossRefPubMedPubMedCentral
37.
go back to reference Yu MK, Lyles CR, Bent-Shaw LA, Young BA. Sex disparities in diabetes process of care measures and self-care in high-risk patients. J Diabetes Res.2013;2013:575814.CrossRefPubMedPubMedCentral Yu MK, Lyles CR, Bent-Shaw LA, Young BA. Sex disparities in diabetes process of care measures and self-care in high-risk patients. J Diabetes Res.2013;2013:575814.CrossRefPubMedPubMedCentral
38.
go back to reference Beal A, Doty MM, Hernandez SE, Shea KK, Davis K. Closing the divide: how medical homes promote equity in health care: The Commonwealth Fund June 2007. Beal A, Doty MM, Hernandez SE, Shea KK, Davis K. Closing the divide: how medical homes promote equity in health care: The Commonwealth Fund June 2007.
39.
go back to reference Rosenthal TC. The medical home: growing evidence to support a new approach to primary care. J Am Board Fam Med.2008;21:427–40.CrossRefPubMed Rosenthal TC. The medical home: growing evidence to support a new approach to primary care. J Am Board Fam Med.2008;21:427–40.CrossRefPubMed
40.
go back to reference Yano EM, Haskell S, Hayes P. Delivery of gender-sensitive comprehensive primary care to women veterans: implications for VA patient aligned care teams. J Gen Intern Med.2014;29:S703–7.CrossRefPubMed Yano EM, Haskell S, Hayes P. Delivery of gender-sensitive comprehensive primary care to women veterans: implications for VA patient aligned care teams. J Gen Intern Med.2014;29:S703–7.CrossRefPubMed
41.
go back to reference Lagro-Janssen AL, Canelo I, Yano EM. Creating a roadmap for delivering gender-sensitive comprehensive care for women Veterans: results of a national expert panel. Med Care.2015;53:S156–64.CrossRefPubMedPubMedCentral Lagro-Janssen AL, Canelo I, Yano EM. Creating a roadmap for delivering gender-sensitive comprehensive care for women Veterans: results of a national expert panel. Med Care.2015;53:S156–64.CrossRefPubMedPubMedCentral
42.
go back to reference Yano EM, Hayes P, Wright S, et al. Integration of women veterans into VA quality improvement research efforts: what researchers need to know. J Gen Intern Med.2010;25:56–61.CrossRefPubMedPubMedCentral Yano EM, Hayes P, Wright S, et al. Integration of women veterans into VA quality improvement research efforts: what researchers need to know. J Gen Intern Med.2010;25:56–61.CrossRefPubMedPubMedCentral
43.
go back to reference US Department of Veterans Affairs. National Center for Veterans Analysis and Statistics. Washington, DC: US Department of Veterans Affairs; Statistics at a Glance (August 2014). US Department of Veterans Affairs. National Center for Veterans Analysis and Statistics. Washington, DC: US Department of Veterans Affairs; Statistics at a Glance (August 2014).
44.
go back to reference Mattocks KM. Care coordination for women veterans: bridging the gap between systems of care. Med Care.2015;53:S8–9.CrossRefPubMed Mattocks KM. Care coordination for women veterans: bridging the gap between systems of care. Med Care.2015;53:S8–9.CrossRefPubMed
Metadata
Title
Impact of Patient-Centered Medical Home Implementation on Diabetes Control in the Veterans Health Administration
Authors
LeChauncy D. Woodard, MD, MPH
Omolola E. Adepoju, PhD
Amber B. Amspoker, PhD
Salim S. Virani, MD, PhD
David J. Ramsey, PhD
Laura A. Petersen, MD, MPH
Lindsey A. Jones, MS
Lea Kiefer, MPH
Praveen Mehta, MD, MBA
Aanand D. Naik, MD
Publication date
01-08-2018
Publisher
Springer US
Published in
Journal of General Internal Medicine / Issue 8/2018
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-018-4386-x

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