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Summary 1. Evidence is important 2. Evidence is hard to come by 3. The law of diminishing returns applies to prevention 4. RCT (Randomized controlled trial) is the gold standard 5. RRR (relative risk reduction) 6. ARR (absolute risk reduction) 7. NNT (number needed to treat) Dubious Attributions 1 • • • • • • • • The data suggests… Maybe Associated with Preliminary or “pilot study” Not peer reviewed Retrospective Generally accepted Tradition Dubious Attributions 2 •Not randomized •Not controlled ( ignores natural course of disease) •This study funded by… •Cannot exclude (the absence of proof is not proof of absence) •Funding ( authors are paid consultants) •Data based on telephone or questionnaire interview •Zeal – it is well documented that enthusiasm is inversely proportional to the quality of the data Relative vs. Absolute • Relative risk reduction – compares the % change of one Rx with another. E.g. treatment A decreases mortality by 1% and treatment B by 2%: RRR 50% • Absolute risk reduction – 2%-1% equals 1% (may not be clinically relevant) . NNT • Take the difference in the rate of response, death or any other criterion in the control group minus the rate in the treated or tested group. • E.g. 8% in control group and 4% in treated group. The difference is 4%. So for every 100 patients (subjects) four will be benefited (4%) i.e. NNT = 25 to benefit one patient. science • A mode of inquiry, a method of asking appropriate questions that themselves are falsifiable. • Data must be independently reproducible • Conclusions are derived from the data produced by the method and are subject to statistical analysis and sometimes subjective interpretation. • The questions are “how and/or what” not “why”. The “why” question is left to metaphysics, philosophy and religion. Medical model Symptoms Signs Tests Diagnosis Prognosis (natural history e.g. The Tuskegee Study) Treatment Medical exam • History : Chief complaint, present illness, past history, social history, family history • Physical Exam • Tests (lab, imaging, invasive) • Make Diagnosis • Prognosis ( natural history of illness) • Treatment HOW TO CHOOSE A DR. • KNOWLEDGE (Board certification and CME) • EMPATHY (listens well, answers your questions) • FIRST YOUR WELL-BEING (not boat or car payment). Cares for you. • 2/3 are not science related Questions to ask • Is the treatment routine for the specific disease or condition? • What are the benefits to be expected, how will they be measured, and how long will it take to see results? • What is the scientific evidence that the treatment will work and where was it published? • What are the risks or adverse effects? More questions to ask • Why am I getting this drug? • What are the risks vs. the benefits? • Is there an older (tried and true) drug or lifestyle change that works just as well? • Will it interfere with my other medications? Biological systems • Never say never • Never say always • Don’t be the first nor the last to use a new treatment • Specialist: Knows more and more about less and less until he knows everything about nothing • Generalist: knows less and less about more and more until he knows nothing about everything Questions of Research • Relevance – does the research allow us to live longer, happier or healthier. • Validity – Randomized, double blind, controlled trial or study • Clinically important – does it apply to you, ARR, NNT. Questions of the Dr. • What is the natural history of my condition? (what happens if I do nothing) • What is the probability of this course of action being beneficial and/or harmful to me? • What is the time course of treatment (acute or chronic)? • What is the cost? Post hoc ergo propter hoc (after the fact therefore the cause of the fact, a fallacious argument) Primum non nocere There is no medical problem, however bad, that cannot be made worse by surgical intervention