INTRODUCTION TO COMPETING PRIORITIES 20/9/16 Flashcards
What 3 competing priorities do clinical studies require you to balance? (3)
- design and conduct a study that provides the correct answer
- by addressing potential biases - maximise efficient use of resources
- comply with ethical, legal, institutional and professional regulations
How do we go conduct studies which allow you to balance the three competing priorities? (7)
- identify a problem and review previous studies
- formulate a question to address a gap in the evidence
- select a study design appropriate to this question
- sample/select participants/ data sources
- collect data/measure variables
- analyse and interpret the analysis findings
- disseminate the study’s results
What are potential sources of bias in terms of sampling/selection bias?
- external validity = non-representative samples
- confounding = selection influences exposure and outcome
What are potential sources of bias in terms of measurement bias? (3)
- information bias
- extent of information varies amongst participants - observer bias
- influenced by prior knowledge or belief - recall/response/prestige bias
- influenced by prior knowledge or belief
What are the potential sources of bias in terms of analytical bias? (3)
- loss to follow up
- specific participants excluded - omitted variable bias
- imprecise adjustment for confounding - attributional bias
- interpretation of causality
What are the potential sources of dissemination bias?
- publication bias
- eventful results more likely to be published
What is a priori study design and what does it do?
- avoids bias by design
How does a cross-sectional study avoid bias?
provides evidence of association with in a sample
How does a case-control study avoid bias?
provides evidence of association between samples
How does a cohort study avoid bias?
provides evidence of directionality of associations
How does a trial study avoid bias?
provides evidence of causality
How does a meta-analysis study avoid bias?
provides evidence of reproducibility/generalisability
Which bias is mostly tackled?
attributional bias
What is the hierarchy of analytical designs for evidence of effect? (5)
Pyramid top
- meta-analysis
- trial
- cohort
- case control
- cross sectional
What are the two key approaches to studies? (2)
- inductive reasoning
- observation
- pattern
- tentative hypothesis
- theory
- deductive reasoning
- theory
- hypotheiss
- testing
- observation
- reject/not reject