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Lessons from Early Experience with Pay for Performance

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Disease Management & Health Outcomes

Abstract

Pay-for-performance schemes share the common approach of offering financial incentives to healthcare providers for achieving specified performance targets. Such schemes are becoming increasingly popular with healthcare policy makers and funders worldwide, despite a relative lack of evidence on their long-term effects. This article examines the emerging evidence and its likely consequences for the future development of pay for performance. Successful schemes are likely to be those that use evidence-based targets; focus on aspects of care for which there is a professional consensus on the need for improvement; incentivize practitioners across the range of performance; allow for professional judgment and discretion; offer adequate incentives; adjust for risks outside practitioners’ control; involve patients in the design and implementation stages; make performance data publicly available; have a proper infrastructure in terms of adequate information technology systems and a receptive group of professionals; and are supported by other effective quality improvement initiatives. However, even the most successful schemes carry the risk of unintended effects, such as loss of professionalism, neglect of unincentivized activities, and fraudulent behavior. These risks need to be weighed against the potential benefits of financial incentives, and, in any future pay-for-performance schemes, should be mitigated during development and carefully monitored during implementation.

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References

  1. Australian Government: Medicare Australia. Practice incentives program (PIP) [online]. Available from URL: http://www.medicareaustralia.gov.au/providers/incentives_allowances/pip.shtml [Accessed 2007 Mar 31]

  2. Pink G, Brown A, Studer M, et al. Pay for performance in publicly financed healthcare: some international experience and considerations for Canada. Healthc Pap 2006; 6: 9–26

    Google Scholar 

  3. Greb S, Focke A, Hessel F, et al. Financial incentives for disease management programmes and integrated care in German social health insurance. Health Policy 2006; 78(2–3): 295–305

    PubMed  Google Scholar 

  4. Custers T, Arah O, Klazinga N. Is there a business case for quality in The Netherlands? A critical analysis of the recent reforms of the health care system. Health Policy 2007 Jul; 82(2): 226–39

    Article  PubMed  Google Scholar 

  5. Perkins R, Seddon M, Effective Practice Informatics and Quality (EPIQ). Quality improvement in New Zealand healthcare: part 5. Measurement for monitoring and controlling performance: the quest for external accountability. N Z Med J 2006; 119(1241): U2149

    PubMed  Google Scholar 

  6. Epstein A. Pay for performance at the tipping point. N Engl J Med 2007; 356: 515–7

    Article  PubMed  CAS  Google Scholar 

  7. Brush J, Krumholz H, Wright J, et al. American College of Cardiology 2006 principles to guide physician pay-for performance programs. J Am Coll Cardiol 2006; 48: 2603–9

    Article  PubMed  Google Scholar 

  8. Institute of Medicine, Board on Health Care Services, Pathways to Quality Health Care Series. Rewarding provider performance: incentives in Medicare. Washington, DC: The National Academies Press, 2007

    Google Scholar 

  9. Centers for Medicare and Medicaid Services. The physician quality reporting initiative: overview [online]. Available from URL: http://www.cms.hhs.gov/PQRI/ [Accessed 2008 Jan 4]

  10. Mangin D, Toop L. The quality and outcomes framework: what have you done to yourselves? Br J Gen Pract 2007; 57(539): 435–7

    PubMed  Google Scholar 

  11. Institute of Medicine. Crossing the quality chasm: a new health system for the 21st century. Washington, DC: National Academy Press, 2001

    Google Scholar 

  12. Leatherman S, Sutherland K, editors. The quest for quality in the NHS. London: Nuffield Trust and Her Majesty’s Stationery Office, 2003

    Google Scholar 

  13. Weingarten S, Henning J, Badamgarav E, et al. Interventions used in disease management programmes for patients with chronic illness: which ones work? Meta-analysis of published reports. BMJ 2002; 325: 925–8

    Article  PubMed  Google Scholar 

  14. National Committee for Quality Assurance. The state of health care quality 2006. Washington, DC: NCQA, 2006

    Google Scholar 

  15. The Leapfrog Group: informing choices, rewarding excellence [online]: Available from URL: http://www.leapfroggroup.org [Accessed 2007 Feb 22]

  16. Triggle N. GP pay ’should have been capped’. BBC News Online 19 January 2007 [online]. Available from URL: http://news.bbc.co.Uk/1/hi/health/6276793.stm [Accessed 2007 Oct 3 ]

  17. Stark P. How will the new congressional leadership approach pay for performance for physicians, hospitals, health plans, and others [keynote address]. National Committee for Quality Assurance, 2006 Dec 1. The Henry J Kaiser Family Foundation [online]. Available from URL: http://www.kaisernetwork.org/health_cast/hcast_index.cfm?display=detail&hc=1985 [Accessed 2007 Aug 1]

  18. Roland M. Linking physicians’ pay to the quality of care: a major experiment in the United Kingdom. N Engl J Med 2004; 351: 1448–54

    Article  PubMed  CAS  Google Scholar 

  19. Dudley R, Frolich A, Robinowitz D, et al. Strategies to support quality-based purchasing: a review of the evidence [technical review 10; AHRQ publication 04-0057]. Rockville, (MD): Agency for Healthcare Research and Quality, 2004

    Google Scholar 

  20. Petersen L, Woodard L, Urech T, et al. Does pay-for-performance improve the quality of health care? Ann Intern Med 2006; 145: 265–72

    PubMed  Google Scholar 

  21. Grady K, Lemkau J, Lee N, et al. Enhancing mammography referral in primary care. Am J Prev Med 1997; 26: 791–800

    Article  CAS  Google Scholar 

  22. Hillman A, Ripley K, Goldfarb N, et al. Physician financial incentives and feedback: failure to increase cancer screening in Medicaid managed care. Am J Public Health 1998; 88: 1699–701

    Article  PubMed  CAS  Google Scholar 

  23. Rosenthal M, Frank R, Li Z, et al. Early experience with pay-for-performance: from concept to practice. JAMA 2005; 294: 1788–93

    Article  PubMed  CAS  Google Scholar 

  24. Pourat N, Rice T, Tai-Seale M, et al. Association between physician compensation methods and delivery of guideline-concordant STD care: is there a link? Am J Managed Care 2005; 11: 426–32

    Google Scholar 

  25. Bridges to Excellence: BTE program evaluation, 2006 [online]. Available from URL: http://www.bridgestoexcellence.org/assets/Documents/BTE-Program-Evaluation-7-26-06.pdf [Accessed 2007 Aug 14]

  26. Doran T, Fullwood C, Gravelle H, et al. Family practice performance in the first year of the UK’s new ‘pay for performance’ scheme: good clinical practice or gaming? N Engl J Med 2006; 355: 375–84

    Article  PubMed  CAS  Google Scholar 

  27. Campbell S, Roland M, Middleton E, et al. Improvements in quality of clinical care in English general practice 1998–2003: longitudinal observational study. BMJ 2005; 331: 1121–3

    Article  PubMed  Google Scholar 

  28. Campbell S, Reeves D, Kontopantelis E, et al. Improvements in clinical quality in English primary care before and after the introduction of a pay for performance scheme: longitudinal cohort study. N Engl J Med 2007; 351: 181–90

    Article  Google Scholar 

  29. Centre for Health Economics, University of York. The GMS quality and outcomes framework: are the Quality and Outcomes Framework (QOF) indicators a cost-effective use of NHS resources? York: Centre for Health Economics, 2007

    Google Scholar 

  30. Baker D, Middleton E. Cervical screening and health inequality in England in the 1990s. J Epidemiol Community Health 2003; 57: 417–23

    Article  PubMed  CAS  Google Scholar 

  31. Department of Health. QOF guidance [online]. Available from URL: http://www.dh.gov.uk/en/Policyandguidance/Organisationpolicy/Primarycare/Primarycarecontracting/QOF/DH_4125653 [Accessed 2008 Jan 1]

  32. Roland M. The Quality and Outcomes Framework: too early for a final verdict. Br J Gen Pract 2007; 57: 525–7

    Article  PubMed  Google Scholar 

  33. The Information Centre. National Quality and Outcomes Framework statistics for England 2006/07. Leeds: The Information Centre for Health and Social Care, 2007

  34. National Committee for Quality Assurance (NCQA). HEDIS® measure development process [online]. Available from URL: http://web.ncqa.org/tabid/414/Default.aspx [Accessed 2008 Jan 4]

  35. Hillman AL, Ripley K, Goldfarb N, et al. The use of physician financial incentives and feedback to improve pediatric preventive care in Medicaid managed care. Pediatrics 1999; 104: 931–95

    Article  PubMed  CAS  Google Scholar 

  36. Fairbrother G, Hanson L, Friedman S, et al. The impact of physician bonuses, enhanced fees, and feedback on childhood immunization coverage rates. Am J Public Health 1999; 89: 171–5

    Article  PubMed  CAS  Google Scholar 

  37. Fairbrother G, Siegel M, Friedman S, et al. Impact of financial incentives on documented immunization rates in the inner city: results of a randomized controlled trial. Ambul Pediatr 2001; 1: 206–12

    Article  PubMed  CAS  Google Scholar 

  38. Doran T, Fullwood C. Pay for performance: is it the best way to improve control of hypertension? Curr Hypertens Rep 2007 Nov; 9(5): 360–7

    Article  PubMed  Google Scholar 

  39. Sipkoff M. Is pay for performance part of the cure or the problem? Managed Care 2005 Jul [online]. Available from URL: http://www.managedcaremag.com/archives/0507/0507.p4p.html [Accessed 2007 Oct 3]

  40. Department of Health. New primary care contracts: what they mean for employers of nurses in general. London: Department of Health, 2004

    Google Scholar 

  41. McDonald R, Harrison S, Checkland K, et al. Impact of financial incentives on clinical autonomy and internal motivation in primary care: ethnographic study. BMJ 2007; 334: 1357–62

    Article  PubMed  Google Scholar 

  42. Hillman A, Pauly M, Kennan K, et al. HMO managers’ views on financial incentives and quality. Health Aff 1991; 10: 207–19

    Article  CAS  Google Scholar 

  43. Kouides R, Bennett N, Lewis B, et al. Performance-based physician reimbursement and influenza immunization rates in the elderly. Am J Prev Med 1998; 14: 89–95

    Article  PubMed  CAS  Google Scholar 

  44. Casalino L, Alexander G, Jin L, et al. General internists views on pay-for-performance and public reporting of quality scores: a national survey. Health Aff 2007; 26: 492–9

    Article  Google Scholar 

  45. Dyer C. Bristol doctors found guilty of serious professional misconduct. BMJ 1998; 316: 1924

    Article  Google Scholar 

  46. Dyer C. Gynaecologist struck off the medical register. BMJ 2000; 321(7256): 258

    Article  PubMed  Google Scholar 

  47. Commonwealth Fund, Quality matters: public reporting of physician group quality data. 2006 Feb 16 [online]. Available from URL: http://www.commonwealthfund.org/publications/publications_show.htm?doc_id=356761 [Accessed 2007 Aug 11]

  48. The Information Centre. Online GP practice results database [online]. Available from URL: http://www.qof.ic.nhs.uk/ [Accessed 2007 Aug 11]

  49. Fiscella K, Franks P, Gold MR, et al. Inequality in quality: addressing socioeconomic, racial, and ethnic disparities in health care. JAMA 2000; 283: 2579–84

    Article  PubMed  CAS  Google Scholar 

  50. Deci E, Koestner R, Ryan R. A meta-analytic review of experiments examining the effects on extrinsic rewards on intrinsic motivation. Psychol Bull 1999; 125: 627–88

    Article  PubMed  CAS  Google Scholar 

  51. Marshall M, Harrison S. It’s about more than money: financial incentives and internal motivation. Qual Saf Health Care 2005; 14: 4–5

    Article  PubMed  CAS  Google Scholar 

  52. Plested W. Fair pay a sounder approach than ‘pay for quality’. Am Med News 2004 Mar 1 [online]. Available from URL: http://www.ama-assn.org/amednews/2004/03/01/edca0301.htm [Accessed 2007 Nov 11]

  53. The Information Centre. Quality and Outcomes Framework exception report [online]. Available from URL: http://www.ic.nhs.uk/statistics-and-data-collections/audits-and-performance/qof/quality-and-outcomes-framework-exception-report [Accessed 2007 Aug 11]

  54. Gravelle H, Sutton M, Ma A. Treat and cheat? Doctor behaviour under a pay for performance contract [CHE research paper 28]. York: Centre for Health Economics, University of York, 2007 [online]. Available from: http://www.york.ac.uk/inst/che/pdf/rp28.pdf [Accessed 2007 Oct 4]

    Google Scholar 

  55. Burkeman O. Cry freedom. The Guardian 2007 Mar 3 [online]. Available from URL: http://www.guardian.co.uk/media/2007/mar/03/broadcasting [Accessed 2007 Sep 1]

  56. Steele N, Maisey S, Clark A, et al. Quality of clinical primary care and targeted incentive payments: an observational study. Br J Gen Pract 2007; 57: 449–54

    Google Scholar 

  57. Ganz D, Wenger N, Roth C, et al. The effect of a quality improvement initiative on the quality of other aspects of health care: the law of unintended consequences? Med Care 2007; 45(1): 8–18

    Article  PubMed  Google Scholar 

  58. Chaix-Couturier C, Durand-Zaleski I, Jolly D, et al. Effects of financial incentives on medical practice: results from a systematic review of the literature and methodological issues. Int J Qual Health Care 2000; 12: 133–42

    Article  PubMed  CAS  Google Scholar 

  59. Safran DG, Rogers WH, Tarlov AR, et al. Organizational and financial characteristics of health plans: are they related to primary care performance? Arch Int Med 2000; 160(1): 69–76

    Article  CAS  Google Scholar 

  60. Heath I, Sweeney K. Medical generalists: connecting the map and the territory. BMJ 2005; 331: 1462–4

    Article  PubMed  Google Scholar 

  61. Casalino L, Elster A. Will pay-for-performance and quality reporting affect health care disparities?. Health Aff 2007; 26: w405–14

    Article  Google Scholar 

  62. Guthrie B, McLean G, Sutton M. Workload and reward in the Quality and Outcomes Framework of the 2004 general practice contract. Br J Gen Pract 2006; 56: 836–41

    PubMed  Google Scholar 

  63. Millett C, Gray J, Saxena S, et al. Ethnic disparities in diabetes management and pay-for-performance in the UK: The Wandsworth Prospective Diabetes Study. PLoS Med 2007; 4(6): e191

    Article  PubMed  Google Scholar 

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Acknowledgments

The author has no conflicts of interest that are directly relevant to the content of this review. No sources of funding were used to assist in the preparation of this review.

The author is grateful for discussions with Catherine Fullwood, Martin Roland and Bonnie Sibbald of the National Primary Care Research and Development Centre, and with Hugh Gravelle of the University of York.

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Correspondence to Tim Doran.

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Doran, T. Lessons from Early Experience with Pay for Performance. Dis-Manage-Health-Outcomes 16, 69–77 (2008). https://doi.org/10.2165/00115677-200816020-00001

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