Disseminating, implementing, and evaluating patient-centered outcomes to improve cardiovascular care using a stepped-wedge design: healthy hearts for Oklahoma

Ann F Chou, Juell B Homco, Zsolt Nagykaldi, James W Mold, F Daniel Duffy, Steven Crawford, Julie A Stoner, Ann F Chou, Juell B Homco, Zsolt Nagykaldi, James W Mold, F Daniel Duffy, Steven Crawford, Julie A Stoner

Abstract

Background: Cardiovascular disease (CVD) is the leading cause of death in the US and incurs high health care costs. While many initiatives promote the implementation of ABCS (aspirin therapy, blood pressure control, cholesterol management, and smoking cessation) measures, most primary care practices (PCPs) lack quality improvement (QI) support and resources to achieve meaningful targets. The Healthy Hearts for Oklahoma (H2O) Study proposes to build a QI infrastructure by (1) constructing a sustainable Oklahoma Primary Healthcare Improvement Collaborative (OPHIC) to support dissemination and implementation (D&I) of QI methods; (2) providing QI support in PCPs to better manage patients at risk for CVD events. Parallel to infrastructure building, H2O aims to conduct a comprehensive evaluation of the QI support D&I in primary care and assess the relationship between QI support uptake and changes in ABCS measures.

Methods: H2O has partnered with public health agencies and communities to build OPHIC and facilitate QI. H2O has 263 small primary care practices across Oklahoma that receive the bundled QI intervention to improve ABCS performance. A stepped-wedge designed is used to evaluate D&I of QI support. Changes in ABCS measures will be estimated as a function of various components of the QI support and capacity and readiness of PCPs to change. Notes from academic detailing and practice facilitation sessions will be analyzed to help interpret findings on ABCS performance.

Discussion: H2O program is designed to improve cardiovascular health and outcomes for more than 1.25 million Oklahomans. The infrastructure established as a result of this funding will help reach medically underserved Oklahomans, particularly among rural and tribal populations. Lessons learned from this project will guide future strategies for D&I of evidence-based practices in PCPs. Trained practice facilitators will continue to serve as critical resource to assists small, rural PCPs in adapting to the ever-changing health environment and continue to deliver quality care to their communities.

Keywords: Cardiovascular disease; Implementation and dissemination; Patient-centered outcomes; Practice facilitation; Primary care; Quality improvement.

Conflict of interest statement

Ethics approval and consent to participate

This study was reviewed and approved by the University of Oklahoma Institutional Review Board (IRB # 5251). All primary care practices that agreed to participate had undergone an informed consent process to complete enrollment. Practice facilitation and data collection began only after all required IRB paperwork has been filed.

Competing interests

The authors declare that they have no competing interests.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Figures

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Fig. 1
Conceptual model for implementation strategy
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Fig. 2
Primary care practices servicing adults in Oklahoma Counties
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Logic model
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Fig. 4
Stepped wedge cluster randomized study design

References

    1. Frieden TR, Berwick DM. The “Million Hearts” initiative--preventing heart attacks and strokes. N Engl J Med. 2011;365(13):e27. doi: 10.1056/NEJMp1110421.
    1. Heidenreich PA, Trogdon JG, Khavjou OA, Butler J, Dracup K, Ezekowitz MD, Finkelstein EA, Hong Y, Johnston SC, Khera A, et al. Forecasting the future of cardiovascular disease in the United States: a policy statement from the American Heart Association. Circulation. 2011;123(8):933–944. doi: 10.1161/CIR.0b013e31820a55f5.
    1. American Health Rankings. The United Health Foundation; 2016.
    1. Center for Health Statistics, Oklahoma State Department of Health (OSDH) Vital Statistics 2014. Oklahoma Statistics on Health Available for Everyone (OK2SHARE) 2014.
    1. Ford ES, Ajani UA, Croft JB, Critchley JA, Labarthe DR, Kottke TE, Giles WH, Capewell S. Explaining the decrease in U.S. deaths from coronary disease, 1980-2000. N Engl J Med. 2007;356(23):2388–2398. doi: 10.1056/NEJMsa053935.
    1. Wright J. Status of ABCS. Centers for Medicare and Medicaid Services (CMS); 2014.
    1. CDC Vital signs: awareness and treatment of uncontrolled hypertension among adults--United States, 2003-2010. MMWR. 2012;61:703.
    1. Muntner P, Levitan EB, Brown TM, Sharma P, Zhao H, Bittner V, Glasser S, Kilgore M, Yun H, Woolley JM, et al. Trends in the prevalence, awareness, treatment and control of high low density lipoprotein-cholesterol among United States adults from 1999-2000 through 2009-2010. Am J Cardiol. 2013;112(5):664–670. doi: 10.1016/j.amjcard.2013.04.041.
    1. Rodriguez CJ, Cai J, Swett K, Gonzalez HM, Talavera GA, Wruck LM, Wassertheil-Smoller S, Lloyd-Jones D, Kaplan R, Daviglus ML. High cholesterol awareness, treatment, and control among Hispanic/Latinos: Results from the Hispanic Community Health Study/Study of Latinos. J Am Heart Assoc. 2015;4(7)
    1. Solberg LI. Improving medical practice: a conceptual framework. Ann Fam Med. 2007;5(3):251–256. doi: 10.1370/afm.666.
    1. Goldstein MG, Niaura R, Willey C, Kazura A, Rakowski W, DePue J, Park E. An academic detailing intervention to disseminate physician-delivered smoking cessation counseling: smoking cessation outcomes of the Physicians Counseling Smokers Project. Prev Med. 2003;36(2):185–196. doi: 10.1016/S0091-7435(02)00018-X.
    1. Ilett KF, Johnson S, Greenhill G, Mullen L, Brockis J, Golledge CL, Reid DB. Modification of general practitioner prescribing of antibiotics by use of a therapeutics adviser (academic detailer) Br J Clin Pharmacol. 2000;49(2):168–173. doi: 10.1046/j.1365-2125.2000.00123.x.
    1. Young JM, Ward JE. Randomised trial of intensive academic detailing to promote opportunistic recruitment of women to cervical screening by general practitioners. Aust N Z J Public Health. 2003;27(3):273–281. doi: 10.1111/j.1467-842X.2003.tb00394.x.
    1. Brown JB, Shye D, McFarland BH, Nichols GA, Mullooly JP, Johnson RE. Controlled trials of CQI and academic detailing to implement a clinical practice guideline for depression. Jt Comm J Qual Improv. 2000;26(1):39–54.
    1. Thomson O’Brien MA, Oxman AD, Davis DA, Haynes RB, Freemantle N, Harvey EL. Educational outreach visits: effects on professional practice and health care outcomes. Cochrane Database Syst Rev. 2000;2:CD000409.
    1. Jamtvedt G, Young JM, Kristoffersen DT, O'Brien MA, Oxman AD. Audit and feedback: effects on professional practice and health care outcomes. Cochrane Database Syst Rev. 2006;2:CD000259.
    1. Kanouse DE, Jacoby I. When does information change practitioners’ behavior? Int J Technol Assess Health Care. 1988;4(1):27–33. doi: 10.1017/S0266462300003214.
    1. Kiefe CI, Allison JJ, Williams OD, Person SD, Weaver MT, Weissman NW. Improving quality improvement using achievable benchmarks for physician feedback: a randomized controlled trial. JAMA. 2001;285(22):2871–2879. doi: 10.1001/jama.285.22.2871.
    1. Thomson O'Brien MA, Oxman AD, Davis DA, Haynes RB, Freemantle N, Harvey EL. Audit and feedback versus alternative strategies: effects on professional practice and health care outcomes. Cochrane Database Syst Rev. 2000;2:CD000260.
    1. Brodsky KL, Baron RJ. A “best practices” strategy to improve quality in Medicaid managed care plans. J Urban Health. 2000;77(4):592–602. doi: 10.1007/BF02344025.
    1. Khuri SF, Daley J, Henderson WG. The comparative assessment and improvement of quality of surgical care in the Department of Veterans Affairs. Arch Surg. 2002;137(1):20–27. doi: 10.1001/archsurg.137.1.20.
    1. Krakauer H, Lin MJ, Schone EM, Park D, Miller RC, Greenwald J, Bailey RC, Rogers B, Bernstein G, Lilienfeld DE, et al. ‘Best clinical practice’: assessment of processes of care and of outcomes in the US Military Health Services System. J Eval Clin Pract. 1998;4(1):11–29. doi: 10.1046/j.1365-2753.1998.t01-1-00002.x.
    1. Mold JW, Gregory ME. Best practices research. Fam Med. 2003;35(2):131–134.
    1. Oddone E, Brass LM, Booss J, Goldstein L, Alley L, Horner R, Rosen A, Kaplan L. Quality Enhancement Research Initiative in stroke: prevention, treatment, and rehabilitation. Med Care. 2000;38(6 Suppl 1):I92–104.
    1. Baskerville NB, Liddy C, Hogg W. Systematic review and meta-analysis of practice facilitation within primary care settings. Ann Fam Med. 2012;10(1):63–74. doi: 10.1370/afm.1312.
    1. Nagykaldi Z, Mold JW, Aspy CB. Practice facilitators: a review of the literature. Fam Med. 2005;37(8):581–588.
    1. Nagykaldi Z, Mold JW, Robinson A, Niebauer L, Ford A. Practice facilitators and practice-based research networks. J Am Board Fam Med. 2006;19(5):506–510. doi: 10.3122/jabfm.19.5.506.
    1. Rogers EM. Diffusion of innovations, 5th ed. New York: Free Press; 2003.
    1. Rasmussen WD. Taking the university to the people : seventy-five years of cooperative extension. 1. Ames: Iowa State University Press; 1989.
    1. Hogg W, Baskerville N, Lemelin J. Cost savings associated with improving appropriate and reducing inappropriate preventive care: cost-consequences analysis. BMC Health Serv Res. 2005;5(1):20. doi: 10.1186/1472-6963-5-20.
    1. Nagykaldi Z, Mold JW. The role of health information technology in the translation of research into practice: an Oklahoma Physicians Resource/Research Network (OKPRN) study. J Am Board Fam Med. 2007;20(2):188–195. doi: 10.3122/jabfm.2007.02.060084.
    1. State Health Facts: Number of Medicare Certified Rural Health Clinics [].
    1. State Health Facts: Number of Federally-Funded Federally Qualified Health Centers [].
    1. Damschroder LJ, Aron DC, Keith RE, Kirsh SR, Alexander JA, Lowery JC. Fostering implementation of health services research findings into practice: a consolidated framework for advancing implementation science. Implement Sci. 2009;4:50. doi: 10.1186/1748-5908-4-50.
    1. Langley GJ. The improvement guide : a practical approach to enhancing organizational performance. 1. San Francisco: Jossey-Bass Publishers; 1996.
    1. Solberg LI, Brekke ML, Fazio CJ, Fowles J, Jacobsen DN, Kottke TE, Mosser G, O'Connor PJ, Ohnsorg KA, Rolnick SJ. Lessons from experienced guideline implementers: attend to many factors and use multiple strategies. Jt Comm J Qual Improv. 2000;26(4):171–188.
    1. Area Health Education Centers [].
    1. Solberg LI, Stuck LH, Crain AL, Tillema JO, Flottemesch TJ, Whitebird RR, Fontaine PL. Organizational factors and change strategies associated with medical home transformation. Am J Med Qual. 2015;30(4):337–344. doi: 10.1177/1062860614532307.
    1. Solberg LI, Asche SE, Margolis KL, Whitebird RR. Measuring an organization's ability to manage change: the change process capability questionnaire and its use for improving depression care. Am J Med Qual. 2008;23(3):193–200. doi: 10.1177/1062860608314942.
    1. Nutting PA, Crabtree BF, Stewart EE, Miller WL, Palmer RF, Stange KC, Jaen CR. Effect of facilitation on practice outcomes in the National Demonstration Project model of the patient-centered medical home. Ann Fam Med. 2010;8(Suppl 1):S33–44. S92
    1. Dimairo MB, Walters M, Stephen J. Sample size determination through power simulation; practical lessons from a stepped wedge cluster randomised trial (SW CRT). Trials. 2011;12(Suppl 1)
    1. Hussey MA, Hughes JP. Design and analysis of stepped wedge cluster randomized trials. Contemp Clin Trials. 2007;28(2):182–191. doi: 10.1016/j.cct.2006.05.007.
    1. Thompson DM, Fernald DH, Mold JW. Intraclass correlation coefficients typical of cluster-randomized studies: estimates from the Robert Wood Johnson Prescription for Health projects. Ann Fam Med. 2012;10(3):235–240. doi: 10.1370/afm.1347.
    1. Chao EC. Structured correlation in models for clustered data. Stat Med. 2006;25(14):2450–2468. doi: 10.1002/sim.2368.
    1. Baron RM, Kenny DA. The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. J Pers Soc Psychol. 1986;51(6):1173–1182. doi: 10.1037/0022-3514.51.6.1173.
    1. State & County QuickFacts [].
    1. Key Health Data About Oklahoma [].
    1. 2011 National Healthcare Quality Report In.: Agency for Healthcare Research and Quality 2012.

Source: PubMed

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