Types of study Flashcards
Summarise the pyramid of evidence: top to bottom
Meta analysis Systematic Review RCT Cohort study Case control study Cross sec study Case report etc
What is a meta analysis?
A statistical analysis of the results of several trials, which are combined to minimise bias, reach a more accurate true population effect, and increase statistical power of evidence. It is usually part of a systematic review
What is a good thing to include in a meta analysis
A sensitivity analysis - it aims to determine the robustness of observed outcomes
What is a sensitivity analysis
The repeat of the primary analysis or meta anaalysis, substituting alternative decisions for decisions that were arbitrary or unclear
What is a systematic review
Meticulous, protocol driven lit review that critically analyses all published findings on a specfic research question
What are advantages of a SR/MA
- easy to interpret
- time saving for clinicians
- reduces bias > conclusions are more reliable and accurate
- Results are more generalisable
- increased precision of results (as larger sample size > closer to TRUE pop mean and reduced T2E)
What are disadvantages of a SR/MA
- selection bias at point of identifying studies
- may focus on studies in English only
- Over-geneeralisation
- can potentially replicate flaws of original studies
- may be dificultr to compare studies (if heterogeneous)
What are advantages of a RCT
- Prospective, which allows to conclude causation
- Comparative, which allows to establish superiority
- Bias minimisation (randomisation, blinging, double blinding, allocation concealment, prospectrive design)
- minimises confounding factors (via randomisation)
- statistical reliablity
What are DISADVANTAGES of RCT
- difficult and time consuming
- may be prone to underpowering (if sample size required is too big)
- long time period may result in loss of relevance
- applicability (as if testing for efficacy, may not be widely applicable)
- ethical (clinical equipoise and difficulty in obtaining informed consent )
What is clinical equipoise
There needs to be GENUINE UNCERTAINTY in the medical community for which treatment is beneficial
What is a cohort study?
Two or more groups of people are selected based on differences in their exposure to a particular agent and followed retrospectivellly or prospectively over a period of timw
what type of cohort study ranks higher, prospective or retrospective?
PROSPECTIVE
what are advantages of a cohort study?
- good for rare conditions
- direct estimation of disease incidennce rates, assesses temporal relationships, finds associations
- can assess multiple outcomes associated with multiple exposures
What are advantages for prospective cohort study specificaally
can control design, sampling, data collection, follow up
what are advantages of retrospetive cohort study only
time efficient, inexpensive, easy to obtain large samples