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Perspective
The Risks and Benefits of 5α-Reductase Inhibitors for Prostate-Cancer Prevention
The use of 5α-reductase inhibitors for prevention of prostate cancer continues to be widely discussed within the scientific and medical communities. Much of this discussion has been fueled by the findings of two large randomized, placebo-controlled trials — the Prostate Cancer Prevention Trial…
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Editorial
Meaningful Placebos — Controlling the Uncontrollable
In this issue of the Journal, Wechsler et al. report data from a study that compared four interventions involving patients with asthma (ClinicalTrials.gov number, NCT01143688). They found that three of the interventions — active albuterol, sham albuterol, and sham acupuncture — were all equally…
Perspective
Assessing the Safety of Adding LABAs to Inhaled Corticosteroids for Treating Asthma
Long-acting beta-agonists (LABAs) — drugs that provide bronchodilation for 12 hours or longer by stimulating the β2-adrenergic receptor — have been associated with serious adverse asthma outcomes such as asthma-related hospitalization, need for intubation, and even death in some patients. In…
Original Article
Leukotriene Antagonists as First-Line or Add-on Asthma-Controller Therapy
Results of double-blind, randomized, controlled trials provide, appropriately, the bedrock of evidence in determining the efficacy of therapeutic interventions. Proof of efficacy in the trial setting of optimized adherence and follow-up for selective patient populations does not, however, guarantee…
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In this pragmatic trial, patients with asthma who required first-line controller therapy or were already using an inhaled glucocorticoid and needed additional therapy received a leukotriene-receptor antagonist (LTRA) or an inhaled glucocorticoid as first-line treatment or an LTRA or a long-acting beta2-agonist as an add-on.
Perspective
Statistics in Medicine: Pragmatic Trials — Guides to Better Patient Care?
Although randomized clinical trials provide essential, high-quality evidence about the benefits and harms of medical interventions, many such trials have limited relevance to clinical practice. The investigations are often framed in ways that fail to address patients' and clinicians' actual…
Perspective
Collaborative Clinical Trials
Ongoing improvement in health care requires, among other things, the introduction of new therapies that have been evaluated in clinical trials. Unfortunately, the clinical trial environment is facing a crisis, produced by burgeoning costs, burdensome regulatory requirements, and other factors that…
Special Article
Variability in the Measurement of Hospital-wide Mortality Rates
Hospital-performance metrics are increasingly used for value-based purchasing and public reporting. For example, Section 3001 of the Patient Protection and Affordable Care Act mandates incentive payments to hospitals that meet quality performance standards, which remain unspecified. In 2008, the…
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Perspective
Public Release of Clinical Outcomes Data — Online CABG Report Cards
On September 7, 2010, Consumers Union (publisher of Consumer Reports) reported the results of coronary-artery bypass grafting (CABG) procedures at 221 U.S. cardiac surgery programs. The voluntary reporting of risk-adjusted outcomes in approximately 20% of U.S. cardiac surgery programs is a…
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Statistics in Medicine
The Delayed-Start Study Design
To advance our understanding of treatments for diseases that progress slowly but that are ultimately debilitating, such as Alzheimer's disease, Parkinson's disease, rheumatoid arthritis, and chronic obstructive pulmonary disease, it is essential to evaluate the disease-modifying effects of…
Correspondence
Calculation of Number Needed to Treat
To the Editor: The number of patients who would need to be treated to prevent a given adverse outcome in one patient, called the number needed to treat, is often used in randomized trials and observational studies to provide a simple measure of the effect of a treatment. The computation of the…
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Perspective
Redefining Quality — Implications of Recent Clinical Trials
Simple approaches to patient care are better — except when they are not. Recent clinical studies are leading to a reexamination of the paradigm whereby efforts to prevent vascular disease focus on the achievement of particular levels of risk factors such as low-density lipoprotein (LDL)…
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Correspondence
More on Subgroup Analyses in Clinical Trials
To the Editor: With regard to the article by Wang et al. (Nov. 22 issue), it is increasingly recognized that subgroup analyses in clinical trials are sometimes misused and require appropriate presentation and cautious interpretation. However, we would recommend that one type of subgroup analysis…
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Correspondence
Subgroup Analyses in Clinical Trials
To the Editor: Wang et al. (Nov. 22 issue) provide a well-reasoned assessment of the statistical issues related to subgroup analyses. However, one important point that should be made is that significance testing during subgroup analyses is seldom appropriate. The majority of subgroup analyses are…
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Perspective
In Defense of Pharmacoepidemiology — Embracing the Yin and Yang of Drug Research
The past decade has not been kind to observational studies of medications. The damage began in 1998 with the publication of the Heart and Estrogen–Progestin Replacement Study, a randomized controlled trial showing that hormone replacement increased the risk of cardiac events among postmenopausal…
Special Report
Statistics in Medicine — Reporting of Subgroup Analyses in Clinical Trials
Medical research relies on clinical trials to assess therapeutic benefits. Because of the effort and cost involved in these studies, investigators frequently use analyses of subgroups of study participants to extract as much information as possible. Such analyses, which assess the heterogeneity of…
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Perspective
Statistics and Medicine: Drinking from the Fire Hose — Statistical Issues in Genomewide Association Studies
The past 3 months have seen the publication of a series of studies examining the inherited genetic underpinnings of common diseases such as prostate cancer, breast cancer, diabetes, and in this issue of the Journal, coronary artery disease (reported by Samani et al. pages 443–453). These…
Perspective
Statistics and Medicine: Challenges in Using Observational Studies to Evaluate Adverse Effects of Treatment
In this issue of the Journal, Friis-Møller and colleagues (pages 1723–1735) report on results from a prospective observational study involving more than 23,000 patients infected with HIV. The study, called the Data Collection on Adverse Effects of Anti-HIV Drugs (DAD) trial, identified a…
Perspective
Statistics and Medicine: The Limitations of Risk Factors as Prognostic Tools
Identification of new risk factors for specific diseases is an enduring theme in medical research. Advances in molecular biology, genetics, and computational biology are accelerating the pace of this work. The research seeks to increase our understanding of the causes of diseases, but there is also…
Perspective
Dangerous Deception — Hiding the Evidence of Adverse Drug Effects
September 30 is becoming a day of infamy for drug safety. On that date in 2004, Merck announced that rofecoxib (Vioxx) doubled the risk of myocardial infarction and stroke, and the company withdrew the drug from the market after 5 years of use in more than 20 million patients. On September 30, 2006,…
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Perspective
Statistics and Medicine: Time-to-Event Analyses for Long-Term Treatments — The APPROVe Trial
The Adenomatous Polyp Prevention on Vioxx (APPROVe) trial compared rofecoxib with placebo in the prevention of recurrent colorectal polyps, but the researchers also collected data on adverse cardiovascular events, including confirmed serious thrombotic events. Assessment of the cardiovascular data…







