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Figure. 
Excerpts from dlsclosure statements describing compensation systems.

Excerpts from dlsclosure statements describing compensation systems.

Table 1. 
Demographic Characteristics of Responders to the Patient Survey*
Demographic Characteristics of Responders to the Patient Survey*
Table 2. 
Impact of Disclosure on Knowledge of Incentives in Boston, Mass, and Los Angeles, Calif*
Impact of Disclosure on Knowledge of Incentives in Boston, Mass, and Los Angeles, Calif*
Table 3. 
Impact of Disclosure on Trust and Loyalty in Primary Care Physicians in Boston, Mass, and Los Angeles, Calif
Impact of Disclosure on Trust and Loyalty in Primary Care Physicians in Boston, Mass, and Los Angeles, Calif
1.
Angell  M The doctor as double agent.  Kennedy Inst Ethics J 1993;3279- 286PubMedGoogle ScholarCrossref
2.
Pearson  SDSabin  JEEmanuel  EJ Ethical guidelines for physician compensation based on capitation.  N Engl J Med 1998;339689- 693PubMedGoogle ScholarCrossref
3.
Larson  E The soul of an HMO.  Time January22 1996;44- 52PubMedGoogle Scholar
4.
Woolhandler  SHimmelstein  DU Extreme risk: the new corporate proposition for physicians.  N Engl J Med 1995;3331706- 1708PubMedGoogle ScholarCrossref
5.
Sulmasy  DP Physicians, cost control, and ethics.  Ann Intern Med 1992;116920- 926PubMedGoogle ScholarCrossref
6.
Freudenheim  M HMOs cope with a backlash on cost cutting.  New York Times. May19 1996;1Google Scholar
7.
Bodenheimer  T The HMO backlash: righteous or reactionary?  N Engl J Med 1996;3351601- 1604PubMedGoogle ScholarCrossref
8.
Povar  GJBlumen  HDanile  J  et al.  Ethics in practice: managed care and the changing health care environment.  Ann Intern Med 2004;141131- 136PubMedGoogle ScholarCrossref
9.
Kao  ACZaslavsky  AMGreen  DCKoplan  JPCleary  PD Physician incentives and disclosure of payment methods to patients.  J Gen Intern Med 2001;16181- 188PubMedGoogle ScholarCrossref
10.
Council on Ethical and Judicial Affairs, American Medical Association, Ethical issues in managed care.  JAMA 1995;273330- 335PubMedGoogle ScholarCrossref
11.
Hall  MABerenson  RA Ethical practice in managed care: a dose of realism.  Ann Intern Med 1998;128395- 402PubMedGoogle ScholarCrossref
12.
Hall  MAKidd  KEDugan  E Disclosure of physician incentives: do practices satisfy purposes?  Health Aff (Millwood) 2000;19156- 164PubMedGoogle ScholarCrossref
13.
Miller  TEHorowitz  CR Disclosing doctors' incentives: will consumers understand and value the information?  Health Aff (Millwood) 2000;19149- 155PubMedGoogle ScholarCrossref
14.
Ubel  PA Money talks, patients walk [comment]?  J Gen Intern Med 2001;16204- 205PubMedGoogle ScholarCrossref
15.
Noone  GCUbel  PA Managed care organizations should not disclose their physicians' financial incentives.  Am J Manag Care 1997;3159- 160PubMedGoogle Scholar
16.
Lake  TGold  MHurley  RSinclair  MWaltman  S Health Plans' Selection and Payment of Health Care Providers, 1999.  Washington, DC Mathematica Policy Research2000;
17.
Rosenthal  MBFrank  RGBuchanan  JLEpstein  AM Transmission of financial incentives to physicians by intermediary organizations in California.  Health Aff (Millwood) 2002;21197- 205PubMedGoogle ScholarCrossref
18.
Robinson  JCShortell  SMLi  RCasalino  LPRundall  T The alignment and blending of payment incentives within physician organizations.  Health Serv Res 2004;391589- 1606PubMedGoogle ScholarCrossref
19.
Levinson  WKao  AKuby  AMThisted  RA The effect of physician disclosure of financial incentives on trust.  Arch Intern Med 2005;165625- 630PubMedGoogle ScholarCrossref
20.
Liang  K-YZeger  SL Longitudinal analysis using generalized linear models.  Biometrika 1986;7313- 22Google ScholarCrossref
21.
Berwick  DM Quality of health care, part 5: payment by capitation and the quality of care.  N Engl J Med 1996;3351227- 1231PubMedGoogle ScholarCrossref
22.
Gray  BH Trust and trustworthy care in the managed care era.  Health Aff (Millwood) 1997;1634- 49PubMedGoogle ScholarCrossref
23.
Mechanic  DSchlesinger  M The impact of managed care on patients' trust in medical care and their physicians.  JAMA 1996;2751693- 1697PubMedGoogle ScholarCrossref
24.
Rodwin  MA Conflicts in managed care.  N Engl J Med 1995;332604- 607PubMedGoogle ScholarCrossref
25.
Emanuel  EJDubler  NN Preserving the physician-patient relationship in the era of managed care.  JAMA 1995;273323- 329PubMedGoogle ScholarCrossref
26.
Gold  MRHurley  RLake  TEnsor  TBerenson  R A national survey of the arrangements managed-care plans make with physicians.  N Engl J Med 1995;3331678- 1683PubMedGoogle ScholarCrossref
27.
Grumbach  KOsmond  DVranizan  KJaffe  DBindman  A Primary care physicians' experience of financial incentives in managed-care systems.  N Engl J Med 1998;3391516- 1521PubMedGoogle ScholarCrossref
28.
Rosenthal  MBFernandopulle  RSong  HRLandon  B Paying for quality: providers' incentives for quality improvement.  Health Aff (Millwood) 2004;23127- 141PubMedGoogle ScholarCrossref
29.
Miller  TESage  WM Disclosing physician financial incentives.  JAMA 1999;2811424- 1430PubMedGoogle ScholarCrossref
30.
Hall  MADugan  EBalkrishnan  RBradley  D How disclosing HMO physician incentives affects trust.  Health Aff (Millwood) 2002;21197- 206PubMedGoogle ScholarCrossref
31.
Gallagher  THSt Peter  RFChesney  MLo  B Patients' attitudes toward cost control bonuses for managed care physicians.  Health Aff (Millwood) 2001;20186- 192PubMedGoogle ScholarCrossref
32.
Pereira  AGPearson  SD Patient attitudes toward physician financial incentives.  Arch Intern Med 2001;1611313- 1317PubMedGoogle ScholarCrossref
Original Investigation
March 27, 2006

A Trial of Disclosing Physicians' Financial Incentives to Patients

Author Affiliations

Author Affiliations: Department of Ambulatory Care and Prevention, Harvard Medical School and Harvard Pilgrim Health Care, Boston, Mass (Drs Pearson and Kleinman and Ms Rusinak); and Department of Medicine, St Michael's Hospital, University of Toronto, Toronto, Ontario (Dr Levinson).

Arch Intern Med. 2006;166(6):623-628. doi:10.1001/archinte.166.6.623
Abstract

Background  Concern regarding financial conflict of interest for physicians has led to calls for disclosure of financial incentives to patients. However, limited data on the outcomes of disclosure exist to guide policy.

Methods  This randomized trial was conducted among 8000 adult patients at 2 multispecialty group practices based in the Boston, Mass, and Los Angeles, Calif, areas. Intervention patients were mailed a compensation disclosure letter written by the chief medical officer of their physician group, and all patients were surveyed approximately 3 months later.

Results  Disclosure patients were significantly more able to identify correctly the compensation model of their primary care physician, in Boston (adjusted odds ratio, 2.30; 95% confidence interval, 1.92-2.75) and in Los Angeles (adjusted odds ratio, 1.37; 95% confidence interval, 1.03-1.82). Disclosure patients also had more confidence in their ability to judge the possible influence of incentives on their health care: in Boston, 32.5% vs 17.8% (P<.001); and in Los Angeles, 31.8% vs 26.4% (P = .20). The disclosure intervention did not change trust in primary care physicians overall. However, of patients who remembered receiving the disclosure, 21.4% in Boston and 24.4% in Los Angeles responded that the disclosure had increased trust either greatly or somewhat, while in both cities less than 5% of patients responded that the information decreased trust. Patients' loyalty to their physician group was higher among disclosure patients in Boston (73.4% vs 70.2%; P = .03) and Los Angeles (74.1% vs 66.9%; P = .08).

Conclusions  Among diverse patient populations, a single mailed disclosure letter from physician groups was associated with improved knowledge of physicians' compensation models. Patients' trust in their physicians was unharmed, and their loyalty to their physician group was strengthened. For physician groups with similar compensation programs, disclosure to patients should be considered an effective method to enhance the patient-physician relationship.

During the 1990s, and through the early years of this decade, capitation and other physician payment methods that reward cost savings were the focus of considerable ethical and public policy concern. Commentaries by physicians, media reports, editorial cartoons, and even popular movies raised alarms that these new physician payment methods were creating hazardous conflicts of interest that would keep physicians from recommending expensive, but necessary, care.1-5 This increasing suspicion about financial incentives spawned individual and class action lawsuits, and was a prominent part of the managed care “backlash.”6,7

In the wake of this broad concern about the “perverse” incentives in managed care, many commentators8-12 have called for disclosure of physician incentives. By the late 1990s, 28 states had developed some form of requirement for health plans to disclose financial incentives contained in physician contracts.13 Widespread disclosure of financial incentives by physician groups, however, while frequently recommended on ethical and policy grounds, has never materialized. Opponents of physician disclosure of incentives have consistently made 2 claims: that disclosure would not help patients make informed choices about their health care and that disclosure, by raising the question of conflict of interest, would undermine trust between patients and physicians.13-15

To address this question, we performed a randomized trial in which letters disclosing details of the compensation system for primary care physicians were sent to patients at 2 large physician groups. This article reports the impact of disclosure on patients' understanding of their physicians' financial incentives, and on patients' degree of trust in and loyalty toward their physician groups and personal primary care physicians.

Methods
Participating medical groups and disclosure statements

The study was performed among patients of 2 multispecialty physician group practices: Harvard Vanguard Medical Associates in the Boston area and HealthCare Partners Medical Group in the Los Angeles, Calif, area.

Harvard Vanguard Medical Associates and HealthCare Partners Medical Group contract directly with multiple insurers and receive insurance payments that contain a mixture of capitation and fee-for-service mechanisms. At the time of this study, Harvard Vanguard Medical Associates received approximately 75% of its revenue from capitation, while HealthCare Partners Medical Group received close to 90%; both proportions were higher than the average capitation revenue for all US physician groups, but were representative of the revenue structure for larger medical groups not organized as independent practice associations.16,17 Primary care physicians in both groups were paid according to a formula determined by each group's compensation committee; as in most medical groups, compensation represented a blending of several different elements and was not a simple pass-through of the incentives inherent in the contracts at the group level.18

For this study, the chief medical officer of each medical group worked separately to draft a disclosure letter for patients with the explicit goal of giving enough information to allow the average person to understand the basic model of compensation and any other potential incentives that could affect total compensation. Key excerpts from each letter describing the specifics of the compensation programs are shown in the Figure. The complete disclosure letters are also available (http://www.dacp.org/spdocuments.html).

Patient selection, disclosure intervention, and outcome measures

Patients were eligible if they were 25 years or older and had been listed as a patient within the group practice for a year or more. Initial samples of 5000 patients at Harvard Vanguard Medical Associates in Boston and 3000 at HealthCare Partners Medical Group in Los Angeles were identified. Physicians in both medical groups were made aware of the study and sent a copy of the disclosure statement, but received no specific training or advice regarding conversations with patients about financial incentives.

Patients in the database from each medical group were randomly assigned to the control or intervention arm of the study. The disclosure letters were mailed once only to all intervention patients at both sites during the early weeks of December 2003. Approximately 8 to 12 weeks later, all patients at both sites, intervention and control, received a mailed survey. The survey included questions about health status and demographics, knowledge of the method of compensation for primary care physicians within the medical group, self-assessed degree of confidence in knowing enough about physicians' method of compensation to be able to judge the possible influence on health care decisions, trust that primary care physicians would put patients' health and well-being above costs, and loyalty toward primary care physicians and the physician groups. Most questions were constructed with 5-point Likert response scales. Questions were taken from research instruments used in prior research, several of which had been developed through focus groups and patient cognitive testing.19 The study design and all instruments were approved by the Harvard Pilgrim Health Care Human Studies Committee.

Statistical analysis

The main analyses of the study were framed to measure the effectiveness of the disclosures by comparing all patients who were sent the disclosures (intervention) with those who were not sent the disclosures (control). Parallel analyses to evaluate the maximal impact of the disclosure statements were performed comparing control patients with patients who were sent a disclosure and indicated that they remembered receiving it.

Comparisons of the responders and nonresponders to the survey are based on t tests and χ2 tests. All other tests are Wald-type tests based on generalized estimating equations, which were used to control for clustering among patients sharing a primary care provider.20 Given the differences in disclosure letters and site population characteristics, analyses were stratified by site. Univariate P values are from generalized estimating equations adjusted only for clustering by primary care provider. All other results described as “adjusted” in the text derive from multivariable generalized estimating equations, including variables for age, sex, race (Hispanic, black, Asian, or white), education (less than 4-year college degree vs 4-year degree or more), and self-reported health (very good or excellent, good, fair, or poor). All analyses were performed using SAS statistical software, version 8.2 (SAS Institute Inc, Cary, NC).

Results

Among the 5000 patients identified in Boston, 250 had incorrect addresses or were deceased. The response rate to the survey was 48.4% (1138/2352) among disclosure patients and 53.3% (1277/2398) among control patients. In Los Angeles, 130 patients had surveys returned as undeliverable. Response rates were lower in Los Angeles (P<.01): 36.8% (533/1449) among disclosure patients and 38.6% (549/1421) among control patients.

Compared with nonresponders, responders to the survey in both medical groups were older (mean ± SD age, 54.6 ± 15.0 vs 48.8 ± 15.0 years; P<.001) and more likely to be female (57.7% vs 53.3%; P<.001). As shown in Table 1, patients responding to the survey represented a diverse mix of racial backgrounds and educational levels, with distinct differences between the Los Angeles and Boston populations. Los Angeles patients included more Hispanics and Asians, whereas Boston patients were more highly educated, with 70.2% having a 4-year college degree or more; in Los Angeles, only 40.6% of patients had 4-year college educations or more and 29.4% had not progressed beyond a high school education. The differences in race and educational background between the Boston and Los Angeles patients were statistically significant (P<.01 for all).

When asked if they remembered receiving the disclosure statement, 34.4% of disclosure patients in Los Angeles answered affirmatively, 18.9% were not sure, and 46.8% answered no. In Boston, 54.1% of disclosure patients responded that they remembered receiving it, 14.0% were not sure, and 31.9% indicated that they did not remember the disclosure at all (P<.01).

The effects of the disclosure statements on patients' knowledge of incentives are shown in Table 2. Among control patients in Boston, 18.9% mistakenly believed their physician was paid by fee-for-service and 10.8% gave capitation as the most likely compensation model, whereas 43.2% responded incorrectly that their physicians were paid “a salary with a bonus if the entire medical group has done well financially at the end of the year.” In Los Angeles, the most common incorrect answer among control patients was also the salary plus bonus model, but, compared with Boston, more patients gave fee-for-service as the answer, and nearly 1 in 5 mistakenly believed their primary care physician was being paid by capitation.

When surveyed 8 to 12 weeks after having received the disclosure, disclosure patients were significantly more able than control patients to identify correctly the form of the compensation received by their primary care physician. This effect was significant at both sites, but was more pronounced in Boston, where the proportion of patients able to identify correctly the method of compensation was 27.1% among control patients, 45.1% among all disclosure patients (P<.001), and 56.9% among disclosure patients who remembered receiving the disclosure (P<.001).

In univariate analyses stratified to assess the impact of disclosure among various patient subgroups, disclosure patients at both sites had higher rates of correctly identifying their physicians' compensation model compared with control patients in all major racial subgroups (black, Asian, Hispanic, and white) and among patients in all educational strata. Multivariate analyses adjusting for sociodemographic variables confirmed the significant correlation of the disclosure intervention with a correct identification of the compensation model, in Boston (adjusted odds ratio, 2.30; 95% confidence interval, 1.92-2.75) and in Los Angeles (adjusted odds ratio, 1.37; 95% confidence interval, 1.03-1.82).

In addition to gaining improved knowledge of the compensation model, patients at both sites who received the disclosure had more confidence that they knew enough about how their primary care physician was paid to be able to judge the possible influence on their health care. The percentage of patients agreeing or strongly agreeing with this assessment in Boston was 17.8% among control patients, 32.5% among all disclosure patients (P<.001), and 42.8% among patients who remembered receiving the disclosure (P<.001). The corresponding results among patients in Los Angeles was 26.4% among control patients, 31.8% among all disclosure patients (P = .20), and 46.4% among patients who remembered receiving the disclosure (P<.001).

Patients who remembered receiving the disclosure were asked to judge how the information they received had affected their trust in their primary care physician. More than 70% of patients in Boston (76.9%) and Los Angeles (72.0%) responded that it had not changed their level of trust, while 21.4% of patients in Boston and 24.4% of patients in Los Angeles responded that the disclosure had increased trust either greatly or somewhat. In both cities, less than 5% of patients who remembered receiving the disclosure responded that the information decreased trust somewhat, and not a single patient responded that it had decreased trust greatly.

In neither patient population did a disclosure intervention produce statistically significant changes in levels of trust in primary care physicians (Table 3). In Los Angeles, for example, 74.8% of control patients completely or mostly agreed with the statement that they trusted their primary care physician to put their health and well-being above costs; this level of trust was expressed by 78.6% of all disclosure patients and by 82.2% of patients who remembered receiving the disclosure.

When patients were asked whether they felt loyal to the larger medical group and would be unlikely to switch medical groups in the next couple of years unless they moved away, 66.9% of control patients in Los Angeles agreed or strongly agreed, compared with 74.1% of all disclosure patients and 76.0% of patients who remembered the disclosure. In Boston, because of the larger sample size, improvements in loyalty to the physician group reached statistical significance: loyalty was expressed by 70.2% of control patients, 73.4% of all disclosure patients, and 74.7% of patients who remembered receiving the disclosure.

As a measure of overall reaction to the disclosure statements, patients who remembered receiving a disclosure were asked “How useful was the information about how your primary care doctor is paid?” In Los Angeles, 20.6% replied very useful; 50.6%, somewhat useful; 22.4%, neutral; and 6.5%, not useful (percentages do not total 100 because of rounding). Similarly, in Boston, 69.5% of patients responded very or somewhat useful and only 7.6% replied not useful. In Los Angeles and Boston, 70% or more of patients who remembered receiving the disclosure responded that they believed that medical groups should routinely send out this kind of information telling patients how their physicians are paid. Less than 10% disagreed with this statement.

Comment

While it has been recognized that all forms of compensation, even based on pure salary, can present physicians with conflicts between their personal interests and the interests of their patients, a sharp sense of alarm was raised in the 1990s by new forms of capitated payments, withholds, and bonuses. These forms of compensation became linked in the public's mind with the view that managed care organizations sought to increase profits by providing incentives to physicians to withhold care.21-25 Surveys published at the time showed that more than 50% of managed care organizations were paying primary care physicians predominantly through capitation and/or were using incentives linked to use or cost patterns.26,27 The most recent available published data17,18,28 indicate that use of capitation as the predominant method of base compensation has declined, but approximately 75% of physician organizations still pay their physicians in some kind of blended format, with incentives tied to productivity, quality of care, or use. To our knowledge, reliable data that would help researchers or the public judge the scope, size, and intensity of these incentives are not available.

Disclosure is one possible remedy for concerns about financial conflicts of interest. However, many have wondered whether disclosure would actually do more harm than good.14,15,29 In one report, Hall and colleagues30 found that disclosures by health plans of various forms of incentives increased knowledge of these incentives among patients while having negligible, if any, effects on patients' trust in health plans or physicians. To our knowledge, no prior studies, however, have examined the impact of disclosure directly by physicians or physician groups to their own patients.

In diverse patient populations in Boston and Los Angeles, our study demonstrated that 1-time inexpensive mailings of 2 different disclosure statements each produced significantly improved knowledge of how physicians in the groups were compensated. Although compensation methods are intrinsically complicated, improved knowledge was seen among patients with all levels of education. Patients who received a disclosure felt more competent to judge the impact of their physician's compensation on their health care, and nearly a quarter of patients who remembered receiving a disclosure reported that it had increased their trust in their primary care physician. Patients' loyalty to their larger medical group was also increased by both disclosure letters, although this difference only reached statistical significance in Boston. In contrast to concerns regarding the possible harms of disclosure, neither disclosure decreased trust that primary care physicians would put patients' interests above concern for costs.

Several features of this study are important in interpreting its results. First, it was performed in only 2 large medical groups, and generalizability to smaller groups or to patients in other settings must remain an open question. Response rates to the surveys were low, opening up the possibility that higher response rates could have revealed a diminished influence of the disclosures on key outcomes.

There were differences between the 2 disclosure letters, in substance and in style, that may have contributed to the differential effects found in Boston and Los Angeles, but more important, perhaps, than these differences is what the disclosures shared in common: an open personal tone and no hint of capitation, withholds, or bonuses tied to use. The disclosures, thus, came most likely as “good news” to many patients. Prior studies31,32 have suggested that use-based incentives do worry many patients, and so this study cannot shed light on the impact of disclosing such incentives to patients. Critical readers may wonder whether one or both of the disclosure statements oversold the positive elements of the compensation systems and failed to portray accurately the risks for conflict of interest. However, careful comparison by one of us (S.D.P.) of the disclosure letters with the details of the compensation program at both groups revealed no exclusion of potentially worrisome information; in particular, neither of the groups involved in this study linked the variable component of primary care physician compensation to the fiscal performance of the overall organization.

The disclosure letters in this study, while having a positive effect on understanding overall, left many patients unable to identify the basic method through which their physicians were compensated. Even among patients who remembered receiving a disclosure, more than 50% did not feel like they knew enough to be able to judge the possible influence of their physician's compensation on their health care. Disclosure's limitations must be acknowledged: it will most likely always be imperfect and inadequate to endow all patients with an understanding of compensation and the risks for conflict of interest. But, our study also showed that there were still many patients in Boston and Los Angeles who mistakenly believed that their physicians were being paid through capitation or a bonus tied to year-end financial performance. It is possible that the public's perception of physicians' compensation, framed so vividly in the 1990s by cartoons, movies, and editorials, remains locked in the era of concern about perverse incentives. This degree of ignorance and misinformation can lead patients toward either false assurance or misplaced concern. Further creative efforts are, therefore, needed to improve patients' understanding of the existence, or lack, of significant financial conflicts of interest in their health care relationships. Disclosure is likely to fill an important role in this effort. This study suggests that regulators, policy makers, and physician groups themselves should renew their consideration of disclosure as an instrument to advance the best interests of patients and physicians.

Correspondence: Steven D. Pearson, MSc, MD, Department of Ambulatory Care and Prevention, Harvard Medical School and Harvard Pilgrim Health Care, 133 Brookline Ave, Sixth Floor, Boston, MA 02215 (spearson99@yahoo.com).

Accepted for Publication: October 27, 2005.

Author Contributions: Dr Pearson had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.

Financial Disclosure: None.

Funding/Support: This study was supported by a grant from The Greenwall Foundation, New York, NY.

Role of the Sponsor: The funding body had no role in data extraction and analyses, in the writing of the manuscript, or in the decision to submit the manuscript for publication.

Disclaimer: The views herein represent those of the authors and not those of the funding agency or the authors' affiliations.

References
1.
Angell  M The doctor as double agent.  Kennedy Inst Ethics J 1993;3279- 286PubMedGoogle ScholarCrossref
2.
Pearson  SDSabin  JEEmanuel  EJ Ethical guidelines for physician compensation based on capitation.  N Engl J Med 1998;339689- 693PubMedGoogle ScholarCrossref
3.
Larson  E The soul of an HMO.  Time January22 1996;44- 52PubMedGoogle Scholar
4.
Woolhandler  SHimmelstein  DU Extreme risk: the new corporate proposition for physicians.  N Engl J Med 1995;3331706- 1708PubMedGoogle ScholarCrossref
5.
Sulmasy  DP Physicians, cost control, and ethics.  Ann Intern Med 1992;116920- 926PubMedGoogle ScholarCrossref
6.
Freudenheim  M HMOs cope with a backlash on cost cutting.  New York Times. May19 1996;1Google Scholar
7.
Bodenheimer  T The HMO backlash: righteous or reactionary?  N Engl J Med 1996;3351601- 1604PubMedGoogle ScholarCrossref
8.
Povar  GJBlumen  HDanile  J  et al.  Ethics in practice: managed care and the changing health care environment.  Ann Intern Med 2004;141131- 136PubMedGoogle ScholarCrossref
9.
Kao  ACZaslavsky  AMGreen  DCKoplan  JPCleary  PD Physician incentives and disclosure of payment methods to patients.  J Gen Intern Med 2001;16181- 188PubMedGoogle ScholarCrossref
10.
Council on Ethical and Judicial Affairs, American Medical Association, Ethical issues in managed care.  JAMA 1995;273330- 335PubMedGoogle ScholarCrossref
11.
Hall  MABerenson  RA Ethical practice in managed care: a dose of realism.  Ann Intern Med 1998;128395- 402PubMedGoogle ScholarCrossref
12.
Hall  MAKidd  KEDugan  E Disclosure of physician incentives: do practices satisfy purposes?  Health Aff (Millwood) 2000;19156- 164PubMedGoogle ScholarCrossref
13.
Miller  TEHorowitz  CR Disclosing doctors' incentives: will consumers understand and value the information?  Health Aff (Millwood) 2000;19149- 155PubMedGoogle ScholarCrossref
14.
Ubel  PA Money talks, patients walk [comment]?  J Gen Intern Med 2001;16204- 205PubMedGoogle ScholarCrossref
15.
Noone  GCUbel  PA Managed care organizations should not disclose their physicians' financial incentives.  Am J Manag Care 1997;3159- 160PubMedGoogle Scholar
16.
Lake  TGold  MHurley  RSinclair  MWaltman  S Health Plans' Selection and Payment of Health Care Providers, 1999.  Washington, DC Mathematica Policy Research2000;
17.
Rosenthal  MBFrank  RGBuchanan  JLEpstein  AM Transmission of financial incentives to physicians by intermediary organizations in California.  Health Aff (Millwood) 2002;21197- 205PubMedGoogle ScholarCrossref
18.
Robinson  JCShortell  SMLi  RCasalino  LPRundall  T The alignment and blending of payment incentives within physician organizations.  Health Serv Res 2004;391589- 1606PubMedGoogle ScholarCrossref
19.
Levinson  WKao  AKuby  AMThisted  RA The effect of physician disclosure of financial incentives on trust.  Arch Intern Med 2005;165625- 630PubMedGoogle ScholarCrossref
20.
Liang  K-YZeger  SL Longitudinal analysis using generalized linear models.  Biometrika 1986;7313- 22Google ScholarCrossref
21.
Berwick  DM Quality of health care, part 5: payment by capitation and the quality of care.  N Engl J Med 1996;3351227- 1231PubMedGoogle ScholarCrossref
22.
Gray  BH Trust and trustworthy care in the managed care era.  Health Aff (Millwood) 1997;1634- 49PubMedGoogle ScholarCrossref
23.
Mechanic  DSchlesinger  M The impact of managed care on patients' trust in medical care and their physicians.  JAMA 1996;2751693- 1697PubMedGoogle ScholarCrossref
24.
Rodwin  MA Conflicts in managed care.  N Engl J Med 1995;332604- 607PubMedGoogle ScholarCrossref
25.
Emanuel  EJDubler  NN Preserving the physician-patient relationship in the era of managed care.  JAMA 1995;273323- 329PubMedGoogle ScholarCrossref
26.
Gold  MRHurley  RLake  TEnsor  TBerenson  R A national survey of the arrangements managed-care plans make with physicians.  N Engl J Med 1995;3331678- 1683PubMedGoogle ScholarCrossref
27.
Grumbach  KOsmond  DVranizan  KJaffe  DBindman  A Primary care physicians' experience of financial incentives in managed-care systems.  N Engl J Med 1998;3391516- 1521PubMedGoogle ScholarCrossref
28.
Rosenthal  MBFernandopulle  RSong  HRLandon  B Paying for quality: providers' incentives for quality improvement.  Health Aff (Millwood) 2004;23127- 141PubMedGoogle ScholarCrossref
29.
Miller  TESage  WM Disclosing physician financial incentives.  JAMA 1999;2811424- 1430PubMedGoogle ScholarCrossref
30.
Hall  MADugan  EBalkrishnan  RBradley  D How disclosing HMO physician incentives affects trust.  Health Aff (Millwood) 2002;21197- 206PubMedGoogle ScholarCrossref
31.
Gallagher  THSt Peter  RFChesney  MLo  B Patients' attitudes toward cost control bonuses for managed care physicians.  Health Aff (Millwood) 2001;20186- 192PubMedGoogle ScholarCrossref
32.
Pereira  AGPearson  SD Patient attitudes toward physician financial incentives.  Arch Intern Med 2001;1611313- 1317PubMedGoogle ScholarCrossref
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