22-11-21 - Information Quality not Quantity Flashcards
Learning outcomes
- Explain the importance of using up to date evidence for addressing clinical questions
- List potential sources of bias in medical research
- Describe the strategy for conducting a systematic review
- Explain the value of a meta-analysis
- Explain the importance of a confidence interval
- Interpret a Forest Plot
What are the 3 principles of evidence-based medicine?
• Principles of evidence-based medicine:
1) High quality healthcare rests on the objective and clinically relevant information
2) There is a hierarchy of evidence where some types are stronger than others
3) Scientific data alone is not sufficient basis for making clinical decisions
What is the number needed to treat (NNT)?
What is the ideal NNT?
- The number needed to treat is the number of patients who need to be treated in order for one person to benefit
- Ideally the NNT is 1 ie everyone wo is treated benefits
- The larger the NNT, the less benefit
What are 3 simple rules when choosing a starting point?
• Rules when choosing a starting point:
1) Questions about treatment alternatives or therapeutic effects involving common illnesses can be found in the systematic reviews/meta-analyses
2) General recommendations relating to common illnesses can be found in the clinical practise guidelines
3) Always begin a search with high quality secondary information sources (the science has already been vetted by experts
What does a systematic review attempt to do?
What do researchers who conduct systematic reviews do?
- A systematic review attempts to identify, appraise and synthesis and the empirical evidence that meets pre-specified eligibility criteria to answer a given research question
- Researchers conducting systematic reviews use explicitly methods aiming at minimizing bias, in order to produce more reliable findings that can be used to inform decision making
What is a meta-analyses?
What is the aim of this?
- A meta-analysis is when results of the individual studies are combined to produce an overall statistic
- Data is collected from more than one clinical trial and are combined to generate an average result
- This aims to provide a more precise estimate of the effects of an intervention and to reduce uncertainty
What does a point estimate indicate?
What does the confidence interval describe?
How does a wide and narrow confidence interval affect our confidence in results?
- The point estimate (usually the mean) indicates the magnitude of the effect if the experimental intervention compared to the control intervention
- The confidence interval describes the uncertainty of this estimate
- It describes the range of values within which we can be reasonable sure that the true effect actually lies in
How do we answer a clinical question?
- To answer a clinical question, we start with systematic reviews or meta-analyses (Cochrane database or another source of high-quality systematic reviews
- The we use NICE and SIGN guidelines
- And only then use primary research literature