Types of study Flashcards

1
Q

Summarise the pyramid of evidence: top to bottom

A
Meta analysis 
Systematic Review 
RCT 
Cohort study 
Case control study 
Cross sec study 
Case report etc
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2
Q

What is a meta analysis?

A

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

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3
Q

What is a good thing to include in a meta analysis

A

A sensitivity analysis - it aims to determine the robustness of observed outcomes

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4
Q

What is a sensitivity analysis

A

The repeat of the primary analysis or meta anaalysis, substituting alternative decisions for decisions that were arbitrary or unclear

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5
Q

What is a systematic review

A

Meticulous, protocol driven lit review that critically analyses all published findings on a specfic research question

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6
Q

What are advantages of a SR/MA

A
  • 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)
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7
Q

What are disadvantages of a SR/MA

A
  • 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)
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8
Q

What are advantages of a RCT

A
  • 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
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9
Q

What are DISADVANTAGES of RCT

A
  • 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 )
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10
Q

What is clinical equipoise

A

There needs to be GENUINE UNCERTAINTY in the medical community for which treatment is beneficial

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11
Q

What is a cohort study?

A

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

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12
Q

what type of cohort study ranks higher, prospective or retrospective?

A

PROSPECTIVE

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13
Q

what are advantages of a cohort study?

A
  • good for rare conditions
  • direct estimation of disease incidennce rates, assesses temporal relationships, finds associations
  • can assess multiple outcomes associated with multiple exposures
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14
Q

What are advantages for prospective cohort study specificaally

A

can control design, sampling, data collection, follow up

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15
Q

what are advantages of retrospetive cohort study only

A

time efficient, inexpensive, easy to obtain large samples

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16
Q

what are disadvantages of prospective cohort study

A

expensive
can take a long time from exposure to outcome
cannot be used if disease has long latency period
loss to follow up, long follow up
confounding variables

17
Q

what are disadvantages of retrospective cohort study

A

less control ovr variables, susceptiblee to informartion and recall bias

18
Q

How does a case control study work

A

determines if exposure is associated with an outcome z
always RETROSPECTIVE

  1. identify cases (group with outcome) and controls (group without outcome)
  2. trace back to see which group had exposure
19
Q

Advantages of case control

A
  • good for studying rare outcomes
  • good for studying links where outcome occurs long time after exposure
  • smaller sample size required (as no loss to follownup)
  • quick, cheap, easy
20
Q

Disadvatages of case control

A
  • retrospective - so makes it more difficult to establiish causal link
  • difficult to match to control group
  • recall bias / observer bias
  • temporal relationship may be difficut
  • not good for rare exposures
21
Q

what is a non-inferiority study

A

A trial with intent to demonstrate that the EXPERIMENTAL TX is not substantially different than the control

22
Q

How can you adjust for confounding factors?

A

By stratification, inclusion/exclusion criteria or matching

23
Q

What is the negative aspects of adjusting by stratification or inclusion / exclusion criteria?

A

Tighter inclusion/exclusion criteria make the study less externally valid