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Editorial |

The Complex World of Prescribing Behavior

C. David Naylor, MD, DPhil
JAMA. 2004;291(1):104-106. doi:10.1001/jama.291.1.104
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Published online

Better decision making by physicians could materially improve the balance of benefits and harms in health care while saving billions of dollars. It is therefore little wonder that academics, policy makers, third-party payers, and leaders of the profession alike have been grappling for many years with the challenge of modifying physician behaviors.

Conventional wisdom on that issue has arguably evolved through 4 phases.1 The Era of Optimism featured a belief that physicians could be transformed into critical appraisal machines, tirelessly combing the peer-reviewed literature and consistently translating the best evidence about drugs and devices into action. The Era of Innocence Lost and Regained saw a loss of faith in passive diffusion of evidence and its distillation by individual clinicians. Instead, the medical establishment fervently embraced active dissemination and collective synthesis of evidence in the form of meta-analyses, decision analyses, and practice guidelines. The Era of Industrialization followed once research studies showed that practice guidelines were not consistently guiding practice. Physician-leaders and health care administrators borrowed the ideas of industrial quality gurus; local implementation, under an alphabet soup of rubrics, including CQI (continuous quality improvement), TQM (total quality management), and Six Sigma, was the rage. The most recent phase seems to be the Era of Information Technology and Systems Engineering. Using concepts from all 3 earlier phases, today's sociomedical engineers attack systematic barriers to change, align economic and noneconomic incentives, and deploy information tools to steer clinicians and all other involved decision makers, including patients.

If nothing else, physicians have long since learned that research evidence is not the only factor that affects clinical decision making, including prescriptions of new drugs. But what happens to prescribing when evidence emerges to cast doubt on the safety of older and well-known drugs? Two reports2 3 in this issue of THE JOURNAL address that question.

The study by Hersh et al2 shows dramatic declines in US use of oral hormone therapy following termination and publication of the estrogen-progestin arm of the Women's Health Initiative (WHI) trial in July 2002.4 Drawing on national data sources, the study estimated a 56% decline in oral estrogen-progestin prescriptions within a year of the WHI publication, with smaller but still striking declines in use of estrogens. Similar declines have already been reported from Canada.5

The other study in this issue by Stafford et al3 assesses the use of α-blockers in the United States. An interim analysis of the ALLHAT study (Antihypertensive and Lipid-Lowering treatment to prevent Heart Attack Trial) in 2000 showed that doxazosin was significantly inferior to chlorthalidone with respect to preventing stroke, congestive heart failure, and a composite of several cardiovascular outcomes.6 Prescriptions of α-blockers decreased by about 30% over 2 years—a smaller and more gradual decline than observed for hormone therapy.

The situation for these 2 drugs is similar in some respects. In both cases, harmful outcomes were demonstrated in major randomized trials, although media coverage was much more intense for the WHI findings than for the interim results of ALLHAT. Hypertension, unlike menopause, is often asymptomatic, but neither intervention saves lives acutely.

On the other hand, the trajectory of the 2 interventions differed. Hormone therapy with unopposed estrogen was associated with an increased risk of endometrial cancer in the late 1970s. A sharp decrease in prescriptions ensued but was reversed when estrogen-progestin compounds were introduced. In 1997, a pooled analysis of multiple small trials by Hemminki and McPherson challenged the link between hormone therapy and prevention of cardiovascular disease,7 and the HERS results in 19988 and again in 20029 further undercut that rationale for hormone therapy. Meanwhile, evidence of other adverse effects associated with estrogen therapy, such as an increased incidence of both cholecystectomy and appendectomy,10 continued to accumulate. The study by Hersh et al2 shows that hormone therapy use increased dramatically through the latter half of the 1990s but then hit a plateau, presumably as these unsettling findings emerged and clinicians awaited the WHI results.

In contrast, α-blockers were one option among many for controlling hypertension, and by 1993 these agents had already been given second-line status in the report of the Fifth Joint National Committee on the Detection, Evaluation, and Treatment of High Blood Pressure (JNC V).11 Different authors place different interpretations on the strength of the JNC V and subsequent JNC VI12 endorsements of diuretics and β-blockers as first-line antihypertensive therapy. Indeed, physiological inferences and trial evidence (CAPPP [Captopril Prevention Project],13 STOP-2 [Swedish Trial in Old Patients with Hypertension-2],14 and UKPDS [UK Prospective Diabetes Study]15 ) supported a contrarian view in the hypertension community that attaining a target blood pressure with tolerable adverse effects was ultimately more important than choice of agent. α-Blockers were astutely marketed as preferable for patients with diabetes, and their salutary effects on prostatism offered an attractive secondary effect in treating older men. These factors may help explain why Stafford et al3 found that α-blocker use since 1996 was increasing slowly, not decreasing as might be expected. However, the absolute volume of α-blocker prescriptions for hypertension remained modest, particularly compared with the dominant antihypertensives (or hormone therapy) in the same period. In stock market parlance, α-blockers may already have been discounted. In addition, as astutely dissected by Stafford et al, the switch to generic status for doxazosin meant that the drug became more affordable in the same period that α-blocker use might have been expected to decrease further.

Each of these 2 studies of "bad news" about old and established drugs raises fascinating issues. Given the evidence from WHI, imagine a physician caring for a woman who has been taking hormone therapy and develops breast cancer or experiences a cardiovascular event. The population-attributable risk is small, making it unlikely that the condition was actually caused by hormone therapy, but a causal link could never be completely ruled out. That possibility is deeply unsettling from an ethical and psychological standpoint and a source of medicolegal hazard that will doubtless be played out many times in the years ahead.

In this context, a pointed question is already being asked. Were health care opinion leaders and the pharmaceutical industry locked into an alliance that accelerated the medicalization of menopause? Hormone therapy was indeed a heavily promoted and profitable product line. This is wonderful terrain for neo-Marxists and feminist deconstructionists, but the problem may be even deeper-seated. Perhaps physicians today are a little less likely to prescribe benzodiazepines to transiently anxious or distressed patients, but the therapeutic culture is still omnipresent. Loss of interest in a sexual partner is treated with sildenafil or one of its congeners. Psychotic-level and debilitating depression goes underdiagnosed and undertreated while antidepressants are prescribed to persons with transient dysphoria. Everyone must "know their number" and consider lipid-lowering drugs. Moreover, just as the incredibly wide uptake of the WHI results by the media turned patients into "evidence vectors," direct-to-consumer advertising gives a whole new meaning to the concept of mass medicalization. The ever-expanding role for therapy, particularly prescription drugs, is generally supported by at least some lines of evidence and embraced by millions of professionals and patients eager to avoid death, disease, dysfunction, disability, and distress. The current therapeutic culture, in short, has its roots in the religion of modernity: faith in science and redemption through technology.

Considering the findings of Stafford et al3 for antihypertensive drugs, what is perhaps most interesting is not the moderate decline in use of α-blockers but rather the limited and declining use of thiazides. Now that the final results of ALLHAT have been published,16 it can be argued vigorously that low to moderate doses of thiazide diuretics are both more effective and less costly than calcium channel blockers such as amlodipine or angiotensin-converting enzyme inhibitors such as lisinopril. It will be fascinating and informative to study the trajectory of thiazide prescriptions in industrialized nations since the dissemination of the ALLHAT results. In direct contrast to harms associated with α-blockers and hormone therapy, this evidence should breathe new life into an old drug. In a Research Letter in this issue of THE JOURNAL, Austin et al17 show that after publication of ALLHAT results, there was a sharp increase in the use of thiazides and a dropoff in the use of angiotensin-converting inhibitors and angiotensin receptor blockers(ARBs) enzyme for elderly patients in Ontario. The authors note that their findings suggest that many physicians may indeed respond to "research evidence irrespective of the cost or brand-name status of the drug."17 But while these preliminary results are encouraging, well-studied compounds that have long since become available in generic forms are pharmaceutical orphans. If industry invests in promoting them for new indications, they are likely to do more for the bottom line of their generic rivals than their own corporate balance-sheets.

Another of these middle-aged orphans in the pharmaceutical armamentarium is spironolactone. In part because of the prevalence of gynecomastia as an adverse effect, but also owing to the usual life cycle of patented prescription drugs, spironolactone essentially had fallen off the therapeutic radar screen during the 1990s. The RALES trial (Randomized Aldactone Evaluation Study) results in 1999 showed surprising benefits from adding this old drug to modern heart failure regimens.18 Majumder et al19 examined prescriptions of spironolactone in Canada and the United States before and after publication of the RALES results. Despite lack of investment in drug promotion, use of the compound increased by about 2% per month during the year following publication. But this growth paled by comparison with the increase in use of heavily promoted ramipril following the HOPE study (Heart Outcomes Prevention Evaluation).20

The ALLHAT investigators are trying to facilitate the translation of their findings into practice, but no team of academic clinicians can hope to match the marketing know-how and deep pockets of the pharmaceutical industry. What is needed are stronger mechanisms to avoid premature retirement of aging orphan drugs that are still useful or may have new indications. A particular shortfall arises in research where, once compounds move off-patent, industry is no longer likely to support studies that assess their comparative effectiveness or test new indications. A variation on this problem arises with vitamins or common nutraceuticals for which patent protection is absent, with the result that investment in marketing takes precedence over scientific studies of efficacy.

Set against the life cycles of older compounds, prescribing trends for new compounds may seem relatively straightforward. It is still difficult to understand, however, why some new drugs catch on so quickly, while others do not. The interactions of old and new may also have their own peculiar logic. For example, ARBs are the fastest growing class of antihypertensive agents in Canada and the United States.21 Angiotensin receptor blockers are new, physiologically attractive in their specificity, apparently have a good safety profile, and are supported by strong marketing campaigns. The LIFE trial (Losartan Intervention For Endpoint reduction in hypertension) suggests that ARBs have outcome advantages over β-blockers22 ; but in LIFE, a substantial fraction of patients also received thiazides. Given the LIFE and ALLHAT results, will physicians infer that diuretics and ARBs are the new first-choice drugs for hypertension?

The answer is difficult to predict. Indeed, if patterns of human behavior were simple to understand, change, and predict, the world would be a very different and much less interesting place. In the complex realm of prescribing behaviors, physicians now process ever-increasing amounts of evolving evidence in contexts with their own unique micro- and macro-sociology, where the economic incentives are not infrequently perverse. Prescribers must individualize therapy and consider combinations of drugs for which randomized evidence may be limited. The pharmaceutical industry markets its wares relentlessly to physicians and consumers alike and exerts its own steering effects on basic and clinical research. Third-party payers are pressing for drug cost containment, patients' expectations have increased rapidly, and medicolegal pitfalls are omnipresent. Moreover, pharmacogenomics heralds a phase in which prescribing may be more elegantly tailored to the patient's biology but more dependent on technological support than ever before. At this critical juncture in the evolution of pharmaceuticals and health care, the time has come for much more systematic study of the myriad factors that affect what physicians prescribe for their patients.

REFERENCES

Naylor CD. Putting evidence into practice.  Am J Med.2002;113:161-163.
PubMed
Hersh AL, Stefanick ML, Stafford RS. National use of postmenopausal hormone therapy: annual trends and response to recent evidence.  JAMA.2004;291:47-53.
Stafford RS, Furberg CD, Finkelstein SN, Cockburn IM, Alehegn T, Ma J. Impact of clinical trial results on national trends in α-blocker prescribing, 1996-2002.  JAMA.2004;291:54-62.
Writing Group for the Women's Health Initiative Investigators.  Risks and benefits of estrogen plus progestin in healthy postmenopausal women: principal results from the Women's Health Initiative randomized controlled trial.  JAMA.2002;288:321-333.
PubMed
Austin PC, Mamdani MM, Tu K, Jaakkimainen L. Prescriptions for estrogen replacement therapy in Ontario before and after publication of the Women's Health Initiative Study [letter].  JAMA.2003;289:3241-3242.
PubMed
ALLHAT Collaborative Research Group.  Major cardiovascular events in hypertensive patients randomized to doxazosin vs chlorthalidone: the Antihypertensive and Lipid-Lowering treatment to prevent Heart Attack Trial (ALLHAT).  JAMA2000;283:1967-1975. [published correction appears in JAMA. 2002;288:2976].
PubMed
Hemminki E, McPherson K. Impact of postmenopausal hormone therapy on cardiovascular events and cancer: pooled data from clinical trials.  BMJ.1997;315:149-153.
PubMed
Hulley S, Grady D, Bush T.  et al.  Randomized trial of estrogen plus progestin for secondary prevention of coronary heart disease in postmenopausal women: Heart and Estrogen/progestin Replacement Study (HERS).  JAMA.1998;280:605-613.
PubMed
Grady D, Herrington D, Bittner V.  et al. for the HERS Research Group.  Cardiovascular disease outcomes during 6.8 years of hormone therapy: Heart and Estrogen/progestin Replacement Study follow-up (HERS II) .  JAMA.2002;288:49-57. [published correction appears in JAMA 2002;288:1064].
PubMed
Mamdani MM, Tu K, van Walraven C, Austin PC, Naylor CD. Postmenopausal estrogen replacement therapy and increased rates of cholecystectomy and appendectomy.  CMAJ.2000;162:1421-1424.
PubMed
Not Available.  The fifth report of the Joint National Committee on Detection, Evaluation, and Treatment of High Blood Pressure (JNC V).  Arch Intern Med.1993;153:154-183.
PubMed
Not Available.  The sixth report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure.  Arch Intern Med.1997;157:2413-2446. [published correction appears in Arch Intern Med . 1998;158:573].
PubMed
Hansson L, Lindholm LH, Niskanen L.  et al.  Effect of angiotensin-converting-enzyme inhibition compared with conventional therapy on cardiovascular morbidity and mortality in hypertension: the Captopril Prevention Project (CAPPP) randomised trial.  Lancet.1999;353:611-616.
PubMed
Hansson L, Lindholm LH, Ekbom T.  et al.  Randomised trial of old and new antihypertensive drugs in elderly patients: cardiovascular mortality and morbidity: the Swedish Trial in Old Patients with Hypertension-2 study.  Lancet.1999;354:1751-1756.
PubMed
UKPDS Group.  Tight blood pressure control and risk of macrovascular and microvascular complications in type 2 diabetes: UKPDS 38.  BMJ.1998;317:703-713.
PubMed
ALLHAT Officers and Coordinators for the ALLHAT Collaborative Research Group.  Major outcomes in high-risk hypertensive patients randomized to angiotensin-converting enzyme inhibitor or calcium channel blocker vs diuretic: the Antihypertensive and Lipid-Lowering Treatment to Prevent Heart Attack Trial (ALLHAT).  JAMA.2002;288:2981-2997. [published correction appears in JAMA. 2003;289:178].
PubMed
Austin PC, Mamdani MM, Tu K, Zwarenstein M. Changes in prescribing patterns following publication of the ALLHAT trial.  JAMA.2004;291:44-45.
Pitt B, Zannad F, Remme WJ.  et al.  The effect of spironolactone on morbidity and mortality in patients with severe heart failure: Randomized Aldactone Evaluation Study Investigators.  N Engl J Med.1999;341:709-717.
PubMed
Majumder SR, McAlister FM, Soumerai S. Synergy between publication and promotion: comparing adoption of new evidence in Canada and the United States.  Am J Med.2003;115:467-472.
PubMed
Yusuf S, Sleight P, Pogue J, Bosch J, Davies R, Dagenais G. Effects of an angiotensin-converting-enzyme inhibitor, ramipril, on cardiovascular events in high-risk patients: the Heart Outcomes Prevention Evaluation Study Investigators.  N Engl J Med2000;342:145-153. [published correction appears in N Engl J Med. 2000;342:748, 1376].
PubMed
Campbell NR, McAlister FA, Brant R.  et al. for the Canadian Hypertension Education Process and Evaluation Committee.  Temporal trends in antihypertensive drug prescriptions in Canada before and after introduction of the Canadian Hypertension Education Program.  J Hypertens.2003;21:1591-1597.
PubMed
Dahlof B, Devereux RB, Kjeldsen SE.  et al. for the LIFE Study Group.  Cardiovascular morbidity and mortality in the Losartan Intervention For Endpoint reduction in hypertension study (LIFE): a randomised trial against atenolol.  Lancet.2002;359:995-1003.
PubMed

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Naylor CD. Putting evidence into practice.  Am J Med.2002;113:161-163.
PubMed
Hersh AL, Stefanick ML, Stafford RS. National use of postmenopausal hormone therapy: annual trends and response to recent evidence.  JAMA.2004;291:47-53.
Stafford RS, Furberg CD, Finkelstein SN, Cockburn IM, Alehegn T, Ma J. Impact of clinical trial results on national trends in α-blocker prescribing, 1996-2002.  JAMA.2004;291:54-62.
Writing Group for the Women's Health Initiative Investigators.  Risks and benefits of estrogen plus progestin in healthy postmenopausal women: principal results from the Women's Health Initiative randomized controlled trial.  JAMA.2002;288:321-333.
PubMed
Austin PC, Mamdani MM, Tu K, Jaakkimainen L. Prescriptions for estrogen replacement therapy in Ontario before and after publication of the Women's Health Initiative Study [letter].  JAMA.2003;289:3241-3242.
PubMed
ALLHAT Collaborative Research Group.  Major cardiovascular events in hypertensive patients randomized to doxazosin vs chlorthalidone: the Antihypertensive and Lipid-Lowering treatment to prevent Heart Attack Trial (ALLHAT).  JAMA2000;283:1967-1975. [published correction appears in JAMA. 2002;288:2976].
PubMed
Hemminki E, McPherson K. Impact of postmenopausal hormone therapy on cardiovascular events and cancer: pooled data from clinical trials.  BMJ.1997;315:149-153.
PubMed
Hulley S, Grady D, Bush T.  et al.  Randomized trial of estrogen plus progestin for secondary prevention of coronary heart disease in postmenopausal women: Heart and Estrogen/progestin Replacement Study (HERS).  JAMA.1998;280:605-613.
PubMed
Grady D, Herrington D, Bittner V.  et al. for the HERS Research Group.  Cardiovascular disease outcomes during 6.8 years of hormone therapy: Heart and Estrogen/progestin Replacement Study follow-up (HERS II) .  JAMA.2002;288:49-57. [published correction appears in JAMA 2002;288:1064].
PubMed
Mamdani MM, Tu K, van Walraven C, Austin PC, Naylor CD. Postmenopausal estrogen replacement therapy and increased rates of cholecystectomy and appendectomy.  CMAJ.2000;162:1421-1424.
PubMed
Not Available.  The fifth report of the Joint National Committee on Detection, Evaluation, and Treatment of High Blood Pressure (JNC V).  Arch Intern Med.1993;153:154-183.
PubMed
Not Available.  The sixth report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure.  Arch Intern Med.1997;157:2413-2446. [published correction appears in Arch Intern Med . 1998;158:573].
PubMed
Hansson L, Lindholm LH, Niskanen L.  et al.  Effect of angiotensin-converting-enzyme inhibition compared with conventional therapy on cardiovascular morbidity and mortality in hypertension: the Captopril Prevention Project (CAPPP) randomised trial.  Lancet.1999;353:611-616.
PubMed
Hansson L, Lindholm LH, Ekbom T.  et al.  Randomised trial of old and new antihypertensive drugs in elderly patients: cardiovascular mortality and morbidity: the Swedish Trial in Old Patients with Hypertension-2 study.  Lancet.1999;354:1751-1756.
PubMed
UKPDS Group.  Tight blood pressure control and risk of macrovascular and microvascular complications in type 2 diabetes: UKPDS 38.  BMJ.1998;317:703-713.
PubMed
ALLHAT Officers and Coordinators for the ALLHAT Collaborative Research Group.  Major outcomes in high-risk hypertensive patients randomized to angiotensin-converting enzyme inhibitor or calcium channel blocker vs diuretic: the Antihypertensive and Lipid-Lowering Treatment to Prevent Heart Attack Trial (ALLHAT).  JAMA.2002;288:2981-2997. [published correction appears in JAMA. 2003;289:178].
PubMed
Austin PC, Mamdani MM, Tu K, Zwarenstein M. Changes in prescribing patterns following publication of the ALLHAT trial.  JAMA.2004;291:44-45.
Pitt B, Zannad F, Remme WJ.  et al.  The effect of spironolactone on morbidity and mortality in patients with severe heart failure: Randomized Aldactone Evaluation Study Investigators.  N Engl J Med.1999;341:709-717.
PubMed
Majumder SR, McAlister FM, Soumerai S. Synergy between publication and promotion: comparing adoption of new evidence in Canada and the United States.  Am J Med.2003;115:467-472.
PubMed
Yusuf S, Sleight P, Pogue J, Bosch J, Davies R, Dagenais G. Effects of an angiotensin-converting-enzyme inhibitor, ramipril, on cardiovascular events in high-risk patients: the Heart Outcomes Prevention Evaluation Study Investigators.  N Engl J Med2000;342:145-153. [published correction appears in N Engl J Med. 2000;342:748, 1376].
PubMed
Campbell NR, McAlister FA, Brant R.  et al. for the Canadian Hypertension Education Process and Evaluation Committee.  Temporal trends in antihypertensive drug prescriptions in Canada before and after introduction of the Canadian Hypertension Education Program.  J Hypertens.2003;21:1591-1597.
PubMed
Dahlof B, Devereux RB, Kjeldsen SE.  et al. for the LIFE Study Group.  Cardiovascular morbidity and mortality in the Losartan Intervention For Endpoint reduction in hypertension study (LIFE): a randomised trial against atenolol.  Lancet.2002;359:995-1003.
PubMed
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