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From *the Division of General Internal Medicine, University of Alberta, Edmonton, Alta.;
the Clinical Epidemiology Unit, Loeb Health Research Institute, Ottawa Hospital, Ottawa, Ont.;
the Department of Epidemiology and Community Medicine, University of Ottawa, Ottawa, Ont.; and
the Division of Clinical Epidemiology, The Montreal General Hospital, Montreal, Que.
| Abstract |
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Methods: The study subjects consisted of a random sample of family physicians and a consecutive sample of hypertensive patients without overt cardiovascular disease from Ottawa and Edmonton. To determine participants' MCIDs, we used a survey employing hypothetical scenarios (each depicting a different baseline cardiovascular risk) and a probability trade-off tool.
Results: Of 94 family physicians and 146 patients approached for the study, 72 and 74 participated respectively. There was marked variability in the MCIDs of both groups. In general, patients were less likely to want antihypertensive therapy than physicians, particularly when baseline cardiovascular risks were low: 49% v. 64% (p = 0.06), 68% v. 92% (p < 0.001) and 86% v. 100% (p = 0.001) for 5-year cardiovascular risks of 2%, 5% and 10% respectively. Moreover, patients expressed larger MCIDs (i.e., wanted greater benefits before accepting therapy) than physicians. However, a subgroup of patients (15% to 26%, depending on the scenario) wanted treatment even if there was no anticipated benefit. Multivariate analysis showed that no sociodemographic factors strongly predicted the MCIDs of either group.
Interpretation: Guidelines that set treatment thresholds on the basis of physician or expert opinion may not accurately reflect the preferences of hypertensive patients. There is a need for patient decision aids and attention to patient preferences when initiation of antihypertensive therapy is considered for the prevention of cardiovascular disease. Further research is needed to define treatment thresholds for other chronic conditions and in other groups.
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The preferences of physicians and patients can be elicited by determining the smallest amount of benefit that they perceive as outweighing the inconvenience, cost and side effects of antihypertensive therapy; this is known as the minimal clinically important difference (MCID).11 Probability trade-off tools can be used to elicit MCIDs: background information is presented about the disease, the treatment options and the potential outcomes, and subjects are asked to choose between not accepting the therapy (given the baseline risk of an adverse outcome) and accepting the therapy (given a reduced risk of the adverse outcome but also incurring the inconvenience, cost and side effects associated with that therapy).9 The hypothetical benefits of therapy are varied until the lowest absolute risk reduction that the subject feels outweighs the inconvenience, cost and side effects is found; this is the MCID.
The purposes of this study were to develop a tool to elicit from family physicians and patients their MCIDs for antihypertensive therapy and to evaluate the MCIDs of both groups for the treatment of mild, uncomplicated essential hypertension under various assumptions of baseline risk.
| Methods |
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Ottawa-area family physicians were randomly selected from among those who spent more than 25% of their work week in direct patient care and who saw hypertensive patients in their practices. A consecutive sample of adult patients (1860 years of age) with mild essential hypertension but without overt cardiovascular disease (International Classification of Diseases, 9th revision [ICD-9],12 codes 401, 402, 403, 404 and 437.2), seen over a period of 3 months by 5 family physicians and 4 general internists in Ottawa and Edmonton, were approached to participate in the study. Initial contact (in the form of a mailed letter) was made by the patient's usual physician, and interested patients were asked to contact the study centre to schedule an interview time. Patients who did not respond to the letter were not contacted by the investigators.
The study protocol was approved by the research ethics committees of the Ottawa Civic Hospital, Ottawa, and the University of Alberta, Edmonton.
A questionnaire presenting 6 hypothetical scenarios with different baseline cardiovascular risks was developed. The scenarios detailed cardiovascular risks (coronary death and fatal and nonfatal myocardial infarction or stroke) of 2%, 5% and 10% at 5 years and 15%, 30% and 50% at 20 years. These risks were derived by means of the previously validated Cardiovascular Disease Life Expectancy Model6 and correspond to the estimated risks for patients with the average cardiovascular risk profile of Canadian hypertensive patients7 >and sustained blood pressures of 150/90 mm Hg, 160/95 mm Hg and 170/100 mm Hg respectively. The questionnaire provided descriptive and probabilistic information on hypertension, myocardial infarction and stroke (derived from cohort studies13,14,15,16 and consultation with experts in the field). In addition, the inconvenience, cost and possible side effects of antihypertensive drugs were described (as derived from randomized clinical trials and a survey of Canadian pharmacies17,18,19). To simplify the presentation, distinctions were not drawn between different classes of antihypertensive drugs, and only mean data were presented (see questionnaire, available in eCMAJ, www.cma.ca/cmaj/vol-163/issue-4/pdf/pg403_a.pdf).
Patients were interviewed face to face by specially trained interviewers or the lead author (F.M.), who followed a script; probabilities were presented both numerically and graphically (using 100 stick-figure icons to show percent frequencies; see questionnaire, available in eCMAJ). Physicians were interviewed by telephone and received the same information in numeric form only. The same 6 scenarios were presented to all subjects, and all probabilities were presented in both negative and positive wording.
For each of the 6 scenarios, a series of hypothetical situations was described, each of which had a different probability of cardiovascular events with antihypertensive therapy. For each hypothetical situation, the subject was asked to decide whether he or she would accept or prescribe drug treatment. A subject's MCID for a given scenario was the smallest benefit (expressed as absolute risk reduction) for which he or she would choose to accept or prescribe treatment.9 For example, if a subject chose to prescribe or accept therapy when the cardiovascular risk was reduced with treatment from 10% to 1%, 2% or 3% but not when the risk was reduced with treatment from 10% to 4%, his or her MCID was 7% for this scenario.
Responses from completed surveys were entered into a statistical database for analysis. The KolmogorovSmirnov test was used to assess whether responses for all 6 scenarios were normally distributed. The MCIDs of physicians and patients were compared by means of the nonparametric MannWhitney test; the mean MCIDs and 95% confidence intervals were compared with Student's t-test. Multiple linear regression was used to determine if any factors were associated with the size of specified MCIDs. The proportions of physicians and patients choosing treatment in each case were compared with the
2 test. For all tests, the
level for statistical significance was 0.05.
| Results |
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In general, patients expressed larger mean and median MCIDs than physicians (Table 3). These differences were even more pronounc ed after adjustment for age and sex differences between the 2 groups. In other words, patients generally required more potential benefit than physicians to offset the inconvenience, cost and side effects of antihypertensive drugs. Furthermore, physicians were more likely to prescribe antihypertensive therapy than informed patients were to want it, particularly when the absolute risks were low (Fig. 1).
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Responses were not normally distributed for either physicians or patients. For example, 3 groups of patients were evident: those who were willing to take therapy even if there was no benefit (15% to 26% [median 22%] of patients, depending on the scenario), those who were unwilling to take therapy regardless of benefit (0% to 51% [median 15%]) and those for whom the decision was sensitive to the magnitude of potential benefit (35% to 74% [median 63%]). Although no patients (or physicians) stated that they would refuse therapy in all scenarios, a subgroup of 11 patients (no physicians) did choose therapy for all scenarios, even when told that the treatment would not confer any benefit.
Multivariate regression analysis failed to reveal any factors that consistently predicted physician responses. However, it did show that patients with prior exposure to antihypertensive drugs were more likely to accept therapy than patients not taking antihypertensive drugs (odds ratios ranged from 4.4 to 14.4 in the 6 scenarios). Also, among those who chose therapy, patients not taking antihypertensive drugs expressed significantly larger MCIDs than those who were taking antihypertensives at the time of the interview (mean MCIDs for the 20-year scenarios 9.9% v. 5.9%, p = 0.03). However, this variable only explained between 6% and 18% of the variability in patient decision-making for each scenario.
| Interpretation |
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There has been little research comparing the MCIDs of physicians and patients. Although one study24 suggested that Canadian patients with atrial fibrillation had smaller MCIDs for warfarin therapy than those embodied in current guidelines, another study25 revealed that many British patients with atrial fibrillation qualifying for treatment under the same guidelines would refuse warfarin therapy when given information about their individual risks and benefits. Our finding that sociodemographic characteristics do not accurately predict a subject's MCID is also consistent with the literature.26,27,28 It appears irrational that a substantial minority of patients were willing to accept antihypertensive therapy even when told that it would have no impact on the risk of cardiovascular events, whereas others were unwilling to take therapy even when told that it would reduce their personal risk to zero. However, this pattern has been documented in previous projects eliciting MCIDs24,29 (H.A. Llewellyn-Thomas, J.M. Paterson, J.A. Carter, A. Basinski, M.G. Myers, G.D. Hardacre: unpublished data, 2000) and suggests that some patients have unrealistic expectations of therapy. This emphasizes the importance of patient education and supports an increased role for patient decision aids.26
There were a number of potential limitations to our study. It may have been subject to selection bias, in that we recruited only hypertensive volunteers who were currently receiving care from physicians; in contrast, most hypertensive people are not under medical care.1,21 However, our finding that patients are more conservative than physicians in terms of treatment decisions is, if anything, likely to underestimate the true relation, since hypertensive people who pursue medical care and volunteer for a study are probably more favourably disposed to therapy than those who do not undertake such activity. Second, the method of presenting probabilities can affect subject responses; however, we employed a standard, well-validated method in this study and presented the outcome data in formats previously shown to be most comprehensible to clinicians and patients (baseline risks and absolute risk reductions, with visual displays of frequency for patients).30,31,32 Third, we interviewed each subject only once; however, previous projects24,27,33 have suggested that a person's MCIDs are relatively stable over time. Fourth, there is conflicting evidence34 on how well responses to hypothetical scenarios predict actual behaviour; however, recent studies suggest that physician responses to clinical vignettes on hypertension do serve as reasonable proxies for their actual practice behaviours.22,35,36
Because of the nature of our study, the following limitations were unavoidable and highlight areas for future research. First, we did not include policy-makers or the nonhypertensive public in our study and, given that these groups may express different treatment preferences than our subjects did, their views should be sought; the probability trade-off tool we have developed is ideally suited to this task. Second, we described an average cost and side-effect profile for antihypertensive drugs, but because physician and patient treatment thresholds may be sensitive to these factors, it is possible that different cost and side-effect profiles would be associated with different treatment thresholds. Third, we did not describe the possible impact of some antihypertensive agents on coexisting conditions (such as the benefits of
-blockers for prostatism), which might affect physician and patient decision-making in specific situations. Finally, it remains to be determined whether the presentation of outcome data in both numeric and graphic form as opposed to numeric-only form might influence responses.
This study has established that patient preferences for antihypertensive therapy vary widely and that their correlation with physician preferences (and the thresholds specified in current guidelines) is less than ideal. While the movement toward risk-based guidelines and the individualization of treatment decisions should obviate the need to specify treatment thresholds,5 guideline developers will probably continue to set such thresholds to provide some anchor points for decision-making. In that case, we believe that future guidelines must go beyond clinical trial evidence and expert opinion in establishing these thresholds.
| Footnotes |
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We thank Louis Coupal for his assistance in generating the risk estimates for the hypothetical scenarios, Drs. Barry Bruce, Carol Bruce, Bob Dent, Mark Fraser, Peter Hamilton, Richard Lewanczuk, Malcolm Man-Son-Hing, Alicia Rosenkrantz and Gary Viner for participating in the recruitment of patients, Valerie Hum and Glenda Wade for conducting some of the patient interviews, and Drs. Ian Stiell, Bob Spasoff and Phil Wells for providing feedback on the manuscript. The assistance of Dr. Maureen Carew and MJ Jacobson in constructing the physician sampling frame was much appreciated. This project would not have been possible without the selfless participation of many family physicians and patients from the OttawaCarleton region and Edmonton.
Drs. McAlister and Laupacis were supported by the Medical Research Council of Canada at the time this project was carried out; Dr. McAlister is a Population Health Investigator of the Alberta Heritage Foundation for Medical Research; Dr. O'Connor is supported by an Ontario Ministry of Health Career Scientist Award; and Dr. Grover is a senior research scholar (chercheur-boursier) of the Fonds de la recherche en santé du Québec. The costs of the survey interviews were defrayed by grants from the Alberta Heritage Foundation for Medical Research and Merck Frosst Canada Inc. Neither organization participated in the design of the project, the collection, analysis or interpretation of the data, or the writing or approval of the final manuscript.
Competing interests: None declared.
Reprint requests to: Dr. Finlay McAlister, Division of General Internal Medicine, 2E3.24 Walter Mackenzie Centre, University of Alberta Hospital, 8440 112 St., Edmonton AB T6G 2R7; fax 780 407-2680; Finlay.McAlister{at}ualberta.ca
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