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CRITICAL READING. ST HELIER VTS 2008 RCGP Curriculum Core Statement Domain 3 AS. What is expected…. Hierarchy of evidence Statistical terms Data Presentation Seminal trials. What is expected…. Mean, median, mode Normal distribution curve, std deviation ARR, RRR NNT, NNH
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CRITICAL READING ST HELIER VTS 2008 RCGP Curriculum Core Statement Domain 3 AS
What is expected…. • Hierarchy of evidence • Statistical terms • Data Presentation • Seminal trials
What is expected…. • Mean, median, mode • Normal distribution curve, std deviation • ARR, RRR • NNT, NNH • P value, confidence intervals • Sensitivity, specificity • PPV, NPV
Critical Reading • Critical Appraisal • Look at the specific objectives, methods, and results of the study • Critical reflection • Judge and discuss the implications for the world outside the study
Critical Appraisal • Title, author, institute, journal • Ethics • References • Conflicts of interests
Critical Appraisal • Introduction • Background • Aims • Relevance • Originality • Methods • Design • Outcome measures • Subjects
Design • Time Frame • Prospective • Cross-Sectional • Retrospective • Observational / Interventional • Controlled / Uncontrolled • Randomised / Non-randomised
Bias • Selection Bias • Typical sample? • Exclusions (numbers and reasons) clear? • Same conditions for both groups • Measurement Bias • Observer error • Validity • Reliability
Bias • Validity – closeness to true measure • Internal – Can I believe the results? • External – If I can, do they apply to the real world? • Reliability – repeatability of the measurements
Implications • Generalisation • Consequences • People and ethics • Resources • Audit protocols and quality • Time and training • Safety and society
Critical Appraisal • Presentation • Experimental Design • Numbers • Information Bias • Selection Bias
Summarising A Paper • General aim – one sentence why the study was done • Objective – what was the specific aim of the study? • Design • Setting – where was the study done?
Summarising a Paper • Population • Target • Sampling frame • Study population • Methods • Intervention • Baseline • Outcome • Results • Author’s conclusions – main points
Does treatment work? • Consider the DCCT Trial • Incidence of Neuropathy is 9.6% in control group (CER) • Intervention group (6yrs very tight control) is 2.8% (EER)
Does treatment work? • Relative risk reduction is: 9.6%-2.8% 9.6% equals 71% • Absolute risk reduction is: 9.6% - 2.8% equals 6.8%
RRR • Same result if 96% got neuropathy in the control group and 28% in intervention group • Fails to show baseline risk or size of effect • Tiny effect can look impressive
NNT • Inverse of ARR • 100/6.8%=14.7, i.e. treat 15 patients for 6 years to prevent one extra neuropathy • Practical result • Easier to compare treatments • Beware intention to treat figures
Screening • Sensitivity %age with +ve test result • High if few missed • Specificity %age with true negative result • High if few false alarms • Predictive value proportion of +ve results who have condition • Depends on prevalence
Odds Ratios • Ratio of events in intervention group v control group • Forest plot • 1 means no effect • CI including 1 – no effect • Further away from 1, more likely a true effect
PPV and NPV • Positive Predictive Value • Ability of test to pick out disease • Eg 160 positive results from a diseased population of 200: 160/200 = 80% PPV • Negative Predictive Value • Ability of test to pick out those who do not have disease • Eg 70 negative results from a healthy population of 100: 70/100 = 70% PPV
Qualititive studies • Studying ideas and concepts • Narrative based medicine • Understanding patient • Turns anecdotes into data/observations • Passive observation of behaviour • Participation Groups • One to One interviews • Focus Groups • Document Studies
Systematic Reviews • Does the review examine an important clinical question • Was there a substantial effort to search all relevant literature • Was methodological quality assessed and trials weighted accordingly • How sensitive are the results to the way the review has been done • Have the results been interpreted with common sense and due regard to the broader issues
RCT • Expensive • Time-consuming • Small numbers (usually) • Subjects and settings limit generalisation of results • Random allocation cannot overcome bias – Intention to treat, drop-out rates etc
Audit • Systematic survey with a purpose that requires repeating • More than a survey as part of process of change • Uncontrolled observational study that may become an uncontrolled prospective interventional study
Summary of all end points Unadjusted Hazard ratio (95% CI) 0.90 (0.79-1.02) 0.87 (0.76-1.00) 0.87 (0.79-0.96) 0.84 (0.78-0.90) 0.89 (0.81-0.99) 0.76 (0.65-0.90) 0.77 (0.66-0.89) 0.84 (0.66-1.05) 1.27 (0.80-2.00) 0.68 (0.51-0.92) 0.98 (0.81-1.19) 0.65 (0.52-0.81) 1.07 (0.62-1.85) 0.70 (0.63-.078) 0.85 (0.75-0.97) 0.86 (0.77-0.96) 0.84 (0.76-0.92) PrimaryNon-fatal MI (incl silent) + fatal CHD SecondaryNon-fatal MI (exc. Silent) +fatal CHD Total coronary end pointTotal CV event and proceduresAll-cause mortalityCardiovascular mortalityFatal and non-fatal strokeFatal and non-fatal heart failure TertiarySilent MI Unstable anginaChronic stable anginaPeripheral arterial diseaseLife-threatening arrhythmiasNew-onset diabetes mellitusNew-onset renal impairment Post hoc Primary end point + coronary revasc procs CV death + MI + stroke 1.00 1.45 2.00 0.50 0.70 Atenolol thiazide better Amlodipine perindopril better The area of the blue square is proportional to the amount of statistical information
Adverse events leading to treatment discontinuation * p<0.0001