Practice facilitation for improving cardiovascular care: secondary evaluation of a stepped wedge cluster randomized controlled trial using population-based administrative data

Catherine Deri Armstrong, Monica Taljaard, William Hogg, Amy E Mark, Clare Liddy, Catherine Deri Armstrong, Monica Taljaard, William Hogg, Amy E Mark, Clare Liddy

Abstract

Background: Practice facilitation (PF), a multifaceted approach in which facilitators (external health care professionals) help family physicians to improve their adoption of best practices, has been highly successful. Improved Delivery of Cardiovascular Care (IDOCC) was an innovative PF trial designed to improve evidence-based care for people who have, or are at risk of, cardiovascular disease (CVD). The intervention was found to be ineffective as assessed by a patient-level composite score based on chart reviews from a subsample of patients (N = 5292). Here, we used population-based administrative data to examine IDOCC's effect on CVD-related hospitalizations.

Methods: IDOCC used a pragmatic, stepped wedge cluster randomized controlled design involving primary care providers recruited across Eastern Ontario, Canada. IDOCC's effect on CVD-related hospitalizations was assessed in the 2 years of active intervention and post-intervention years. Marginal and mixed-effects regression analyses were used to account for the study design and to control for patient, physician, and practice characteristics. Secondary and subgroup analyses investigated robustness.

Results: Our sample included 262,996 patient/year observations representing 54,085 unique patients who had, or were at risk of, CVD, from 70 practices. There was a strong decreasing secular trend in CVD-related hospitalizations but no statistically significant effect of IDOCC. Relative to patients in the control condition, patients in the intervention condition were estimated to have 4 % lower odds of CVD-related hospitalizations (adjOR = 0.96, 99 % CI 0.83 to 1.11). The nonsignificant result persisted across robustness analyses.

Conclusions: Clinical outcomes from administrative databases were examined to form a more complete picture of the (in)effectiveness of a large-scale quality improvement intervention. IDOCC did not have a significant effect on CVD hospitalizations, suggesting that the results from the primary composite adherence score analysis were neither due to choice of outcome nor relatively short follow-up period.

Trial registration: ClinicalTrials.gov NCT00574808 , registered on 14 December 2007.

Keywords: Cardiovascular health; Practice facilitation; Primary care.

Figures

Fig. 1
Fig. 1
The Improved Delivery of Cardiovascular Care (IDOCC) stepped wedge study design used in the analysis of clinical outcomes using population-based health administrative data. Legend: the darker nonstriped cells indicate IDOCC intervention years and the striped cells indicate post-IDOCC years where patients may still be benefitting from the intervention. Blank cells represent control periods
Fig. 2
Fig. 2
Observed cardiovascular disease (CVD) hospitalization rates among all patients with, or at risk of, CVD

References

    1. Knox L, Taylor EF, Geonnotti K, Machta R, Kim J, Nysenbaum J, et al. Developing and running a primary care PF program: a how-to guide. Agency for Healthcare Research and Quality. 2011. . Accessed Aug 2016.
    1. Hogg W, Lemelin J, Moroz I, Soto E, Russell G. Improving prevention in primary care: evaluating the sustainability of outreach facilitation. Can Fam Physician. 2008;54(5):712–20.
    1. Kottke TE, Solberg LI, Brekke ML, Conn SA, Maxwell P, Brekke MJ. A controlled trial to integrate smoking cessation advice into primary care practice: Doctors Helping Smokers, Round III. J Fam Pract. 1992;34(6):701–8.
    1. Dietrich AJ, O’Connor GT, Keller A, Carney PA, Levy D, Whaley FS. Cancer: improving early detection and prevention. A community practice randomized trial. BMJ. 1992;304(6828):687–91. doi: 10.1136/bmj.304.6828.687.
    1. Baskerville NB, Liddy C, Hogg W. Systematic review and meta-analysis of PF 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):581–8.
    1. McCowan C, Neville RG, Crombie IK, Clark RA, Warner FC. The facilitator effect: results from a four-year follow-up of children with asthma. Br J Gen Pract. 1997;47(416):156–60.
    1. Roetzheim RG, Christman LK, Jacobsen PB, Schroeder J, Abdulla R, Hunter S. Long-term results from a randomized controlled trial to increase cancer screening among attendees of community health centers. Ann Fam Med. 2005;3(2):109–14. doi: 10.1370/afm.240.
    1. Crabtree BF, Nutting PA, Miller WL, Strange KC, Stewart EE, Jaén CR. Summary of the National Demonstration Project and recommendations for the patient-centered medical home. Ann Fam Med. 2010;8(Suppl 1):S80–90. doi: 10.1370/afm.1107.
    1. Liddy C, Hogg W, Russell G, Wells G, Armstrong CD, Akbari A, et al. Improved delivery of cardiovascular care (IDOCC) through outreach facilitation: study protocol and implementation details of a cluster randomized controlled trial in primary care. Implement Sci. 2011;6:110. doi: 10.1186/1748-5908-6-110.
    1. Liddy C, Hogg W, Singh J, Taljaard M, Russell G, Deri Armstrong C, Akbari A, Dahrouge S, Grimshaw JM. A real-world stepped wedge cluster randomized trial of PF to improve cardiovascular care. Implement Sci. 2015;10(1):150. doi: 10.1186/s13012-015-0341-y.
    1. Frijling BD, Lobo CM, Hulscher ME, Akkermans RP, van Drenth BB, Prins A, et al. Intensive support to improve clinical decision making in cardiovascular care: a randomised controlled trial in general practice. Qual Saf Health Care. 2003;12(3):181–7. doi: 10.1136/qhc.12.3.181.
    1. Lobo CM, Frijling BD, Hulscher ME, Bernsen R, Braspenning JC, Grol RP, et al. Improving quality of organizing cardiovascular preventive care in general practice by outreach visitors: a randomized controlled trial. Prev Med. 2002;35(5):422–9. doi: 10.1006/pmed.2002.1095.
    1. Frijling B, Hulscher ME, van Leest LA, Braspenning JC, van den Hoogen H, Drenthen AJ, et al. Multifaceted support to improve preventive cardiovascular care: a nationwide, controlled trial in general practice. Br J Gen Pract. 2003;53(497):934–41.
    1. Campbell MK, Piaggio G, Elbourne DR, Altman DG, CONSORT Group Consort 2010 statement: extension to cluster randomized trials. BMJ. 2012;345:e5661. doi: 10.1136/bmj.e5661.
    1. Brown CA, Lilford RJ. The stepped wedge trial design: a systematic review. BMC Med Res Methodol. 2006;6:54. doi: 10.1186/1471-2288-6-54.
    1. Weijer C, Grimshaw JM, Eccles MP, McRae AD, White A, Brehaut JC, et al. The Ottawa Statement on the Ethical Design and Conduct of Cluster Randomized Trials. PLoS Med. 2012;9(11):e1001346. doi: 10.1371/journal.pmed.1001346.
    1. Wranik D, Durier-Copp M. Physician remuneration methods for family physicians in Canada: expected outcomes and lessons learned. Health Care Anal. 2010;18(1):35–59. doi: 10.1007/s10728-008-0105-9.
    1. Reid R, Bogdanovic B, Roos NP, Black C, MacWilliam L, Menec V. Do some physician groups see sicker patients than others? Implications for Primary Care Policy in Manitoba. Manitoba Centre for Health Policy and Evaluation: University of Manitoba; 2001. . Accessed Aug 2016.
    1. Weiner JP, editor. The Johns Hopkins University Bloomberg School of Public Health, Health Services Research & Development Center. The Johns Hopkins ACG® Case-Mix System Reference Manual Version 7.0. 2005.
    1. Li P, Redden DT. Comparing denominator degrees of freedom approximations for the generalized linear mixed model in analyzing binary outcome in small sample cluster-randomized trials. BMC Med Res Methodol. 2015;15(1):38. doi: 10.1186/s12874-015-0026-x.
    1. Chen Y-F, Hemming K, Stevens AJ, Lilford RJ. Secular trends and evaluation of complex interventions: the rising tide phenomenon. BMJ Qual Saf. 2015;0:1–8. doi:10.1136/bmjqs-2015-004372.
    1. Hussey MA, Hughes JP. Design and analysis of stepped wedge cluster randomized trials. Contemp Clin Trials. 2007;28(2):182–91. doi: 10.1016/j.cct.2006.05.007.
    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.

Source: PubMed

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