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      Insights on the effectiveness of reward schemes from 10‐year longitudinal case studies in 2 Italian regions.

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          Summary

          Background

          Pay for performance (P4P) programs have been widely analysed in literature, and the results regarding their impact on performance are mixed. Moreover, in the real‐life setting, reward schemes are designed combining multiple elements altogether, yet, it is not clear what happens when they are applied using different combinations.

          Objectives

          To provide insights on how P4P programs are influenced by 5 key elements: whom, what, how, how many targets, and how much to reward.

          Methods

          A qualitative longitudinal analysis of 10 years of P4P reward schemes adopted by the regional administrations of Tuscany and Lombardy (Italy) was conducted. The effects of the P4P features on performance are discussed considering both overall and specific indicators.

          Results

          Both regions applied financial reward schemes for General Managers by linking the variable pay to performance. While Tuscany maintained a relatively stable financial incentive design and governance tools, Lombardy changed some elements of the design and introduced, in 2012, a P4P program aimed to reward the providers. The main differences between the 2 cases regard the number of targets ( how many), the type ( what), and the method applied to set targets ( how).

          Conclusion

          Considering the overall performance obtained by the 2 regions, it seems that whom, how, and how much to reward are not relevant in the success of P4P programs; instead, the number ( how many) and the type ( what) of targets set may influence the performance improvement processes driven by financial reward schemes.

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          Most cited references46

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          The design and use of performance management systems: An extended framework for analysis

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            The effect of financial incentives on the quality of health care provided by primary care physicians.

            The use of blended payment schemes in primary care, including the use of financial incentives to directly reward 'performance' and 'quality' is increasing in a number of countries. There are many examples in the US, and the Quality and Outcomes Framework (QoF) for general practitioners (GPs) in the UK is an example of a major system-wide reform. Despite the popularity of these schemes, there is currently little rigorous evidence of their success in improving the quality of primary health care, or of whether such an approach is cost-effective relative to other ways to improve the quality of care. The aim of this review is to examine the effect of changes in the method and level of payment on the quality of care provided by primary care physicians (PCPs) and to identify:i) the different types of financial incentives that have improved quality;ii) the characteristics of patient populations for whom quality of care has been improved by financial incentives; andiii) the characteristics of PCPs who have responded to financial incentives. We searched the Cochrane Effective Practice and Organisation of Care (EPOC) Trials Register, Cochrane Central Register of Controlled Trials (CENTRAL) and Cochrane Database of Systematic Reviews (CDSR) (The Cochrane Library), MEDLINE, HealthSTAR, EMBASE, CINAHL, PsychLIT, and ECONLIT. Searches of Internet-based economics and health economics working paper collections were also conducted. Finally, studies were identified through the reference lists of retrieved articles, websites of key organisations, and from direct contact with key authors in the field. Articles were included if they were published from 2000 to August 2009. Randomised controlled trials (RCT), controlled before and after studies (CBA), and interrupted time series analyses (ITS) evaluating the impact of different financial interventions on the quality of care delivered by primary healthcare physicians (PCPs). Quality of care was defined as patient reported outcome measures, clinical behaviours, and intermediate clinical and physiological measures. Two review authors independently extracted data and assessed study quality, in consultation with two other review authors where there was disagreement. For each included study, we reported the estimated effect sizes and confidence intervals. Seven studies were included in this review. Three of the studies evaluated single-threshold target payments, one examined a fixed fee per patient achieving a specified outcome, one study evaluated payments based on the relative ranking of medical groups' performance (tournament-based pay), one study examined a mix of tournament-based pay and threshold payments, and one study evaluated changing from a blended payments scheme to salaried payment. Three cluster RCTs examined smoking cessation; one CBA examined patients' assessment of the quality of care; one CBA examined cervical screening, mammography screening, and HbA1c; one ITS focused on four outcomes in diabetes; and one controlled ITS (a difference-in-difference design) examined cervical screening, mammography screening, HbA1c, childhood immunisation, chlamydia screening, and appropriate asthma medication. Six of the seven studies showed positive but modest effects on quality of care for some primary outcome measures, but not all. One study found no effect on quality of care. Poor study design led to substantial risk of bias in most studies. In particular, none of the studies addressed issues of selection bias as a result of the ability of primary care physicians to select into or out of the incentive scheme or health plan. The use of financial incentives to reward PCPs for improving the quality of primary healthcare services is growing. However, there is insufficient evidence to support or not support the use of financial incentives to improve the quality of primary health care. Implementation should proceed with caution and incentive schemes should be more carefully designed before implementation. In addition to basing incentive design more on theory, there is a large literature discussing experiences with these schemes that can be used to draw out a number of lessons that can be learned and that could be used to influence or modify the design of incentive schemes. More rigorous study designs need to be used to account for the selection of physicians into incentive schemes. The use of instrumental variable techniques should be considered to assist with the identification of treatment effects in the presence of selection bias and other sources of unobserved heterogeneity. In randomised trials, care must be taken in using the correct unit of analysis and more attention should be paid to blinding. Studies should also examine the potential unintended consequences of incentive schemes by having a stronger theoretical basis, including a broader range of outcomes, and conducting more extensive subgroup analysis. Studies should more consistently describe i) the type of payment scheme at baseline or in the control group, ii) how payments to medical groups were used and distributed within the groups, and iii) the size of the new payments as a percentage of total revenue. Further research comparing the relative costs and effects of financial incentives with other behaviour change interventions is also required.
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              Pay for performance, quality of care, and outcomes in acute myocardial infarction.

              Pay for performance has been promoted as a tool for improving quality of care. In 2003, the Centers for Medicare & Medicaid Services (CMS) launched the largest pay-for-performance pilot project to date in the United States, including indicators for acute myocardial infarction. To determine if pay for performance was associated with either improved processes of care and outcomes or unintended consequences for acute myocardial infarction at hospitals participating in the CMS pilot project. An observational, patient-level analysis of 105,383 patients with acute non-ST-segment elevation myocardial infarction enrolled in the Can Rapid Risk Stratification of Unstable Angina Patients Suppress Adverse Outcomes With Early Implementation of the American College of Cardiology/American Heart Association (ACC/AHA) Guidelines (CRUSADE) national quality-improvement initiative. Patients were treated between July 1, 2003, and June 30, 2006, at 54 hospitals in the CMS program and 446 control hospitals. The differences in the use of ACC/AHA class I guideline recommended therapies and in-hospital mortality between pay for performance and control hospitals. Among treatments subject to financial incentives, there was a slightly higher rate of improvement for 2 of 6 targeted therapies at pay-for-performance vs control hospitals (odds ratio [OR] comparing adherence scores from 2003 through 2006 at half-year intervals for aspirin at discharge, 1.31; 95% confidence interval [CI], 1.18-1.46 vs OR, 1.17; 95% CI, 1.12-1.21; P = .04) and for smoking cessation counseling (OR, 1.50; 95% CI, 1.29-1.73 vs OR, 1.28; 95% CI, 1.22-1.35; P = .05). There was no significant difference in a composite measure of the 6 CMS rewarded therapies between the 2 hospital groups (change in odds per half-year period of receiving CMS therapies: OR, 1.23; 95% CI, 1.15-1.30 vs OR, 1.17; 95% CI, 1.14-1.20; P = .16). For composite measures of acute myocardial infarction treatments not subject to incentives, rates of improvement were not significantly different (OR, 1.09; 95% CI, 1.05-1.14 vs OR, 1.08; 95% CI, 1.06-1.09; P = .49). Overall, there was no evidence that improvements in in-hospital mortality were incrementally greater at pay-for-performance sites (change in odds of in-hospital death per half-year period, 0.91; 95% CI, 0.84-0.99 vs 0.97; 95% CI, 0.94-0.99; P = .21). Among hospitals participating in a voluntary quality-improvement initiative, the pay-for-performance program was not associated with a significant incremental improvement in quality of care or outcomes for acute myocardial infarction. Conversely, we did not find evidence that pay for performance had an adverse association with improvement in processes of care that were not subject to financial incentives. Additional studies of pay for performance are needed to determine its optimal role in quality-improvement initiatives.
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                Author and article information

                Contributors
                milena.vainieri@santannapisa.it
                Journal
                Int J Health Plann Manage
                Int J Health Plann Manage
                10.1002/(ISSN)1099-1751
                HPM
                The International Journal of Health Planning and Management
                John Wiley and Sons Inc. (Hoboken )
                0749-6753
                1099-1751
                30 January 2018
                Apr-Jun 2018
                : 33
                : 2 ( doiID: 10.1002/hpm.v33.2 )
                : e474-e484
                Affiliations
                [ 1 ] Laboratorio Management e Sanità―Institute of Management Scuola Superiore Sant'Anna of Pisa Pisa Italy
                Author notes
                [*] [* ] Correspondence

                Milena Vainieri, Laboratorio Management e Sanità―Institute of Management, Scuola Superiore Sant'Anna of Pisa, Piazza Martiri della Libertà,33, 56127 Pisa, Italy.

                Email: milena.vainieri@ 123456santannapisa.it

                Author information
                http://orcid.org/0000-0002-0914-4487
                http://orcid.org/0000-0002-8612-8384
                http://orcid.org/0000-0002-2093-1828
                Article
                HPM2496 HPM-17-00264.R1
                10.1002/hpm.2496
                6032864
                29380905
                51334f83-b544-4948-9ef6-bff71276fdc7
                © 2018 The Authors. The International Journal of Health Planning and Management published by John Wiley & Sons Ltd.

                This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.

                History
                : 03 January 2018
                : 09 January 2018
                : 09 January 2018
                Page count
                Figures: 2, Tables: 0, Pages: 11, Words: 4846
                Categories
                Research Article
                Research Articles
                Custom metadata
                2.0
                hpm2496
                April/June 2018
                Converter:WILEY_ML3GV2_TO_NLMPMC version:version=5.4.3 mode:remove_FC converted:05.07.2018

                Economics of health & social care
                incentive,performance,reward
                Economics of health & social care
                incentive, performance, reward

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