Design of a trial to evaluate the impact of clinical pharmacists and community health promoters working with African-Americans and Latinos with diabetes

Ben S Gerber, Lauren Rapacki, Amparo Castillo, Jessica Tilton, Daniel R Touchette, Dan Mihailescu, Michael L Berbaum, Lisa K Sharp, Ben S Gerber, Lauren Rapacki, Amparo Castillo, Jessica Tilton, Daniel R Touchette, Dan Mihailescu, Michael L Berbaum, Lisa K Sharp

Abstract

Background: Given the increasing prevalence of diabetes and the lack of patients reaching recommended therapeutic goals, novel models of team-based care are emerging. These teams typically include a combination of physicians, nurses, case managers, pharmacists, and community-based peer health promoters (HPs). Recent evidence supports the role of pharmacists in diabetes management to improve glycemic control, as they offer expertise in medication management with the ability to collaboratively intensify therapy. However, few studies of pharmacy-based models of care have focused on low income, minority populations that are most in need of intervention. Alternatively, HP interventions have focused largely upon low income minority groups, addressing their unique psychosocial and environmental challenges in diabetes self-care. This study will evaluate the impact of HPs as a complement to pharmacist management in a randomized controlled trial.

Methods/design: The primary aim of this randomized trial is to evaluate the effectiveness of clinical pharmacists and HPs on diabetes behaviors (including healthy eating, physical activity, and medication adherence), hemoglobin A1c, blood pressure, and LDL-cholesterol levels. A total of 300 minority patients with uncontrolled diabetes from the University of Illinois Medical Center ambulatory network in Chicago will be randomized to either pharmacist management alone, or pharmacist management plus HP support. After one year, the pharmacist-only group will be intensified by the addition of HP support and maintenance will be assessed by phasing out HP support from the pharmacist plus HP group (crossover design). Outcomes will be evaluated at baseline, 6, 12, and 24 months. In addition, program and healthcare utilization data will be incorporated into cost and cost-effectiveness evaluations of pharmacist management with and without HP support.

Discussion: The study will evaluate an innovative, integrated approach to chronic disease management in minorities with poorly controlled diabetes. The approach is comprised of clinic-based pharmacists and community-based health promoters collaborating together. They will target patient-level factors (e.g., lack of adherence to lifestyle modification and medications) and provider-level factors (e.g., clinical inertia) that contribute to poor clinical outcomes in diabetes. Importantly, the study design and analytic approach will help determine the differential and combined impact of adherence to lifestyle changes, medication, and intensification on clinical outcomes.

Trial registration: ClinicalTrials.gov identifier: NCT01498159.

Figures

Figure 1
Figure 1
Study Design. The proposed study is a randomized trial with crossover after one year. Three hundred African-American and Latino patients with uncontrolled type 2 diabetes will be randomized to receive either Pharmacist or Pharmacist+HP conditions. After one year, groups will crossover. The Pharmacist group will be intensified by adding health promoter support. Concurrently, maintenance will be evaluated in the Pharmacist+HP group by phasing out health promoter support.

References

    1. Minino AM. Death in the United States, 2009. NCHS Data Brief. 2011;64:1–8.
    1. Saydah SH, Fradkin J, Cowie CC. Poor control of risk factors for vascular disease among adults with previously diagnosed diabetes. JAMA. 2004;291(3):335–342. doi: 10.1001/jama.291.3.335.
    1. Cheung BM, Ong KL, Cherny SS, Sham PC, Tso AW, Lam KS. Diabetes prevalence and therapeutic target achievement in the United States, 1999 to 2006. Am J Med. 2009;122(5):443–453. doi: 10.1016/j.amjmed.2008.09.047.
    1. Ong KL, Cheung BM, Wong LY, Wat NM, Tan KC, Lam KS. Prevalence, treatment, and control of diagnosed diabetes in the U.S. National Health and Nutrition Examination Survey 1999–2004. Ann Epidemiol. 2008;18(3):222–229. doi: 10.1016/j.annepidem.2007.10.007.
    1. Bertoni AG, Clark JM, Feeney P, Yanovski SZ, Bantle J, Montgomery B, Safford MM, Herman WH, Haffner S. Look AHEAD Research Group: Suboptimal control of glycemia, blood pressure, and LDL cholesterol in overweight adults with diabetes: the Look AHEAD Study. J Diabetes Complications. 2008;22(1):1–9. doi: 10.1016/j.jdiacomp.2006.10.003.
    1. Varma S, Boyle LL, Varma MR, Piatt GA. Controlling the ABCs of diabetes in clinical practice: a community-based endocrinology practice experience. Diabetes Res Clin Pract. 2008;80(1):89–95. doi: 10.1016/j.diabres.2007.10.029.
    1. Vouri SM, Shaw RF, Waterbury NV, Egge JA, Alexander B. Prevalence of achievement of A1c, blood pressure, and cholesterol (ABC) goal in veterans with diabetes. J Manag Care Pharm. 2011;17(4):304–312.
    1. Heisler M, Smith DM, Hayward RA, Krein SL, Kerr EA. Racial disparities in diabetes care processes, outcomes, and treatment intensity. Med Care. 2003;41(11):1221–1232. doi: 10.1097/01.MLR.0000093421.64618.9C.
    1. Heisler M, Faul JD, Hayward RA, Langa KM, Blaum C, Weir D. Mechanisms for racial and ethnic disparities in glycemic control in middle-aged and older Americans in the health and retirement study. Arch Internal Med. 2007;167(17):1853–60. doi: 10.1001/archinte.167.17.1853.
    1. Kirk JK, Bell RA, Bertoni AG, Arcury TA, Quandt SA, Goff DC Jr, Narayan KM. Ethnic disparities: control of glycemia, blood pressure, and LDL cholesterol among US adults with type 2 diabetes. Ann Pharmacother. 2005;39(9):1489–1501. doi: 10.1345/aph.1E685.
    1. Kirk JK, D'Agostino RB Jr, Bell RA, Passmore LV, Bonds DE, Karter AJ, Narayan KM. Disparities in HbA1c levels between African-American and non-Hispanic white adults with diabetes: a meta-analysis. Diabetes Care. 2006;29(9):2130–2136. doi: 10.2337/dc05-1973.
    1. Kirk JK, Passmore LV, Bell RA, Narayan KM, D'Agostino RB Jr. Arcury TA, Quandt SA: Disparities in A1C levels between Hispanic and non-Hispanic white adults with diabetes: a meta-analysis. Diabetes Care. 2008;31(2):240–246.
    1. Ford ES. Trends in the control of risk factors for cardiovascular disease among adults with diagnosed diabetes: findings from the National Health and Nutrition Examination Survey 1999-2008*. J Diabetes. 2011;3(4):337–347. doi: 10.1111/j.1753-0407.2011.00148.x.
    1. Carter JS, Pugh JA, Monterrosa A. Non-insulin-dependent diabetes mellitus in minorities in the United States. Ann Intern Med. 1996;125(3):221–232.
    1. Perneger TV, Brancati FL, Whelton PK, Klag MJ. End-stage renal disease attributable to diabetes mellitus. Ann Intern Med. 1994;121(12):912–918.
    1. Osterberg L, Blaschke T. Adherence to medication. N Engl J Med. 2005;353(5):487–97. doi: 10.1056/NEJMra050100.
    1. Gerber BS, Cano AI, Caceres ML, Smith DE, Wilken LA, Michaud JB, Ruggiero LA, Sharp LK. A pharmacist and health promoter team to improve medication adherence among Latinos with diabetes. Ann Pharmacother. 2010;44(1):70–79. doi: 10.1345/aph.1M389.
    1. Voorham J, Haaijer-Ruskamp FM, Wolffenbuttel BH, Stolk RP, Denig P. Groningen Initiative to Analyze Type 2 Diabetes Treatment Group: Medication adherence affects treatment modifications in patients with type 2 diabetes. Clin Ther. 2011;33(1):121–134. doi: 10.1016/j.clinthera.2011.01.024.
    1. Duru OK, Bilik D, McEwen LN, Brown AF, Karter AJ, Curb JD, Marrero DG, Lu SE, Rodriguez M, Mangione CM. Primary language, income and the intensification of anti-glycemic medications in managed care: the (TRIAD) study. J Gen Intern Med. 2011;26(5):505–511. doi: 10.1007/s11606-010-1588-2.
    1. Phillips LS, Branch WT, Cook CB, Doyle JP, El-Kebbi IM, Gallina DL, Miller CD, Ziemer DC, Barnes CS. Clinical inertia. Ann Intern Med. 2001;135(9):825–34.
    1. Grant R, Adams AS, Trinacty CM, Zhang F, Kleinman K, Soumerai SB, Meigs JB, Ross-Degnan D. Relationship between patient medication adherence and subsequent clinical inertia in type 2 diabetes glycemic management. Diabetes Care. 2007;30(4):807–12. doi: 10.2337/dc06-2170.
    1. Gary TL, Batts-Turner M, Yeh HC, Hill-Briggs F, Bone LR, Wang NY, Levine DM, Powe NR, Saudek CD, Hill MN, McGuire M, Brancati FL. The effects of a nurse case manager and a community health worker team on diabetic control, emergency department visits, and hospitalizations among urban African Americans with type 2 diabetes mellitus: a randomized controlled trial. Arch Intern Med. 2009;169(19):1788–1794. doi: 10.1001/archinternmed.2009.338.
    1. Ruggiero L, Moadsiri A, Butler P, Oros SM, Berbaum ML, Whitman S, Cintron D. Supporting diabetes self-care in underserved populations: a randomized pilot study using medical assistant coaches. Diabetes Educ. 2010;36(1):127–131. doi: 10.1177/0145721709355487.
    1. Babamoto KS, Sey KA, Camilleri AJ, Karlan VJ, Catalasan J, Morisky DE. Improving diabetes care and health measures among hispanics using community health workers: results from a randomized controlled trial. Health Educ Behav. 2009;36(1):113–26.
    1. Iyer R, Coderre P, McKelvey T, Cooper J, Berger J, Moore E, Kushner M. An employer-based, pharmacist intervention model for patients with type 2 diabetes. Am J Health Syst Pharm. 2010;67(4):312–316. doi: 10.2146/ajhp090047.
    1. Rochester CD, Leon N, Dombrowski R, Haines ST. Collaborative drug therapy management for initiating and adjusting insulin therapy in patients with type 2 diabetes mellitus. Am J Health Syst Pharm. 2010;67(1):42–48. doi: 10.2146/ajhp080706.
    1. Taveira TH, Friedmann PD, Cohen LB, Dooley AG, Khatana SA, Pirraglia PA, Wu WC. Pharmacist-led group medical appointment model in type 2 diabetes. Diabetes Educ. 2010;36(1):109–117. doi: 10.1177/0145721709352383.
    1. Rothman RL, Malone R, Bryant B, Shintani AK, Crigler B, Dewalt DA, Dittus RS, Weinberger M, Pignone MP. A randomized trial of a primary care-based disease management program to improve cardiovascular risk factors and glycated hemoglobin levels in patients with diabetes. Am J Med. 2005;118(3):276–284. doi: 10.1016/j.amjmed.2004.09.017.
    1. Willens D, Cripps RJ, Wilson AS, Wolfe K, Rothman R. Interdisciplinary care for diabetic patients with primary care physicians, nurses, and clinical pharmacists: team care of diabetes with nurses and clinical pharmacists in primary care. Clinical Diabetes. 2011;29(2):60–68. doi: 10.2337/diaclin.29.2.60.
    1. Tamariz L, Palacio A, Robert M, Marcus EN. Improving the Informed Consent Process for Research Subjects with Low Literacy: A Systematic Review. J Gen Intern Med, published online ahead of print July 11 2012. p. .
    1. Gerber BS, Brodsky IG, Lawless KA, Smolin LI, Arozullah AM, Smith EV, Berbaum ML, Heckerling PS, Eiser AR. Implementation and evaluation of a low-literacy diabetes education computer multimedia application. Diabetes Care. 2005;28(7):1574–80. doi: 10.2337/diacare.28.7.1574.
    1. Little R, Yau L. Intent-to-treat analysis for longitudinal studies with drop-outs. Biometrics. 1996;52(4):1324–1333. doi: 10.2307/2532847.
    1. Hollis S, Campbell F. What is meant by intention to treat analysis? Survey of published randomised controlled trials. BMJ. 1999;319(7211):670–674. doi: 10.1136/bmj.319.7211.670.
    1. Lachin JM. Statistical considerations in the intent-to-treat principle. Control Clin Trials. 2000;21(3):167–189. doi: 10.1016/S0197-2456(00)00046-5.
    1. Tabachnick BG, Fidell LS. Using multivariate statistics: 5th ed. Boston: Pearson/Allyn & Bacon; 2007.
    1. Muthén LK, Muthén BO. Mplus Statistical Analysis with Latent Variables User's Guide. Los Angeles: Muthén & Muthén;
    1. Care Continuum Alliance (CCA) Definition of Disease Management. 2012. [ ]
    1. American Diabetes A, Bantle JP, Wylie-Rosett J, Albright AL, Apovian CM, Clark NG, Franz MJ, Hoogwerf BJ, Lichtenstein AH, Mayer-Davis E, Mooradian AD, Wheeler ML. Nutrition recommendations and interventions for diabetes: a position statement of the American Diabetes Association. Diabetes Care. 2008;31(1):61–78.
    1. Sigal RJ, Kenny GP, Wasserman DH, Castaneda-Sceppa C, White RD. Physical activity/exercise and type 2 diabetes: a consensus statement from the American Diabetes Association. Diabetes Care. 2006;29(6):1433–1438. doi: 10.2337/dc06-9910.
    1. Inzucchi SE, Bergenstal RM, Buse JB, Diamant M, Ferrannini E, Nauck M, Peters AL, Tsapas A, Wender R, Matthews DR. American Diabetes Association (ADA), European Association for the Study of Diabetes (EASD) Management of hyperglycemia in type 2 diabetes: a patient-centered approach: position statement of the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD) Diabetes Care. 2012;35(6):1364–1379. doi: 10.2337/dc12-0413.
    1. Chobanian AV, Bakris GL, Black HR, Cushman WC, Green LA, Izzo JL Jr, Jones DW, Materson BJ, Oparil S, Wright JT Jr. et al.The Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure: the JNC 7 report. JAMA. 2003;289(19):2560–2572. doi: 10.1001/jama.289.19.2560.
    1. . Executive Summary of the Third Report of the National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) JAMA. 2001;285:2486–2497. doi: 10.1001/jama.285.19.2486.
    1. American Diabetes Association. Standards of medical care in diabetes--2012. Diabetes Care. 2012;35(1):11–63.
    1. Cryer PE, Davis SN, Shamoon H. Hypoglycemia in diabetes. Diabetes Care. 2003;26(6):1902–1912. doi: 10.2337/diacare.26.6.1902.
    1. Castillo A, Giachello A, Bates R, Concha J, Ramirez V, Sanchez C, Pinsker E, Arrom J. Community-based Diabetes Education for Latinos: The Diabetes Empowerment Education Program. Diabetes Educ. 2010.
    1. Training curriculum for health coaches. 2012. Available at URL: .
    1. Krause NM, Jay GM. What do global self-rated health items measure? Med Care. 1994;32(9):930–942. doi: 10.1097/00005650-199409000-00004.
    1. Sarkar U, Schillinger D, Lopez A, Sudore R. Validation of self-reported health literacy questions among diverse English and Spanish-speaking populations. J Gen Intern Med. 2011;26(3):265–271. doi: 10.1007/s11606-010-1552-1.
    1. Rothman RL, Malone R, Bryant B, Wolfe C, Padgett P, DeWalt DA, Weinberger M, Pignone M. The Spoken Knowledge in Low Literacy in Diabetes scale: a diabetes knowledge scale for vulnerable patients. Diabetes Educ. 2005;31(2):215–24. doi: 10.1177/0145721705275002.
    1. Tang TS, Brown MB, Funnell MM, Anderson RM. Social support, quality of life, and self-care behaviors amongAfrican Americans with type 2 diabetes. Diabetes Educ. 2008;34(2):266–276. doi: 10.1177/0145721708315680.
    1. Williams GC, McGregor HA, Zeldman A, Freedman ZR, Deci EL. Testing a self-determination theory process model for promoting glycemic control through diabetes self-management. Health Psychol. 2004;23(1):58–66.
    1. Levesque CS, Williams GC, Elliot D, Pickering MA, Bodenhamer B, Finley PJ. Validating the theoretical structure of the Treatment Self-Regulation Questionnaire (TSRQ) across three different health behaviors. Health Ed Res. 2007;22(5):691–702.
    1. Williams GC, Patrick H, Niemiec CP, Williams LK, Divine G, Lafata JE, Heisler M, Tunceli K, Pladevall M. Reducing the Health Risks of Diabetes: How Self-determination Theory May Help Improve Medication Adherence and Quality of Life. Diabetes Educ. 2009;35(3):484–492. doi: 10.1177/0145721709333856.
    1. Williams GC, Freedman ZR, Deci EL. Supporting autonomy to motivate patients with diabetes for glucose control. Diabetes Care. 1998;21(10):1644–51. doi: 10.2337/diacare.21.10.1644.
    1. Toobert DJ, Hampson SE, Glasgow RE. The summary of diabetes self-care activities measure: results from 7 studies and a revised scale. Diabetes Care. 2000;23(7):943–950. doi: 10.2337/diacare.23.7.943.
    1. Morisky DE, Ang A, Krousel-Wood M, Ward HJ. Predictive validity of a medication adherence measure in an outpatient setting. J Clin Hypertens (Greenwich, Conn) 2008;10(5):348–54. doi: 10.1111/j.1751-7176.2008.07572.x.
    1. Mudd KE, Bollinger ME, Hsu VD, Manning A, Tsoukleris MG, Butz AM. Concordance of Medicaid and pharmacy record data in inner-city children with asthma. Contemp Clin Trials. 2008;29(1):13–20. doi: 10.1016/j.cct.2007.05.002.
    1. Fisher L, Glasgow RE, Mullan JT, Skaff MM, Polonsky WH. Development of a brief diabetes distress screening instrument. Ann Fam Med. 2008;6(3):246–252. doi: 10.1370/afm.842.
    1. Gold MR. Cost-effectiveness in health and medicine. New York: Oxford University Press; 1996.
    1. Siegel JE, Weinstein MC, Russell LB, Gold MR. Recommendations for reporting cost-effectiveness analyses. Panel on Cost-Effectiveness in Health and Medicine. JAMA. 1996;276(16):1339–1341. doi: 10.1001/jama.1996.03540160061034.
    1. Drummond M, Brown R, Fendrick AM, Fullerton P, Neumann P, Taylor R, Barbieri M. ISPOR Task Force: Use of pharmacoeconomics information–report of the ISPOR Task Force on use of pharmacoeconomic/health economic information in health-care decision making. Value Health. 2003;6(4):407–416. doi: 10.1046/j.1524-4733.2003.64245.x.
    1. CDC Diabetes Cost-effectiveness Group. Cost-effectiveness of intensive glycemic control, intensified hypertension control, and serum cholesterol level reduction for type 2 diabetes. JAMA. 2002;287(19):2542–2551. doi: 10.1001/jama.287.19.2542.
    1. Goode JV. Change in Community Pharmacy Practice–It is Not Just Coming from the Cash Register. U.S. Pharm Rev. 2006. pp. 1–4.
    1. Status of collaborative drug therapy management in the United States. Am J Health Syst Pharm. 2004;61(15):1609–1610.
    1. Berdine H, Dougherty T, Ference J, Karpa K, Klootwyk J, Kozminski M, Leon N, Osborne M, Welch AC, Willey VJ, Peterson A, Stanchak LA, Whisler AG. The Pharmacists' Role in the Patient-Centered Medical Home (PCMH): A white paper created by the Health Policy Committee of the Pennsylvania Pharmacists Association (PPA) Ann Pharmacother. 2012;46(5):723–750. doi: 10.1345/aph.1R189.
    1. Swider SM. Outcome effectiveness of community health workers: an integrative literature review. Public Health Nurs. 2002;19(1):11–20. doi: 10.1046/j.1525-1446.2002.19003.x.
    1. American Public Health Association Policy Statement No. 2001–15: Recognition and support for community health workers' contributions to meeting our nation's health care needs. Policy statements adopted by the Governing Council of the American Public Health Association, October 24, 2001. Am J Public Health. 2002;92:451–483.
    1. Albright A, Arujo R, Brownson C, Heffernon D, Shield DI, Maryniuk M, Ruggiero L, Secraw P. AADE Position Statement: Community Health Workers in Diabetes Management and Prevention. Diabetes Educ. 2009;35(S3):485–525.

Source: PubMed

3
Sottoscrivi