Lecture 1 - Study design Flashcards

1
Q

What is unique to a descriptive study

A

no comparison groups

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2
Q

What does an observational study not have?

A

it has a comparison group but no intervention

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3
Q

What are the features of a clinical trial

A
  • randomisation
  • concealed allocation
  • placebo
  • blinding
  • intention to treat
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4
Q

What is randomisation?

A

allocation of treatments to patients using some random process

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5
Q

What is the purpose of randomisation?

A

it will produce study groups which are comparable with respect to known and unknown factors which are likely to influence outcomes

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6
Q

What are the benefits of randomisation?

A
  • observed difference in the two groups will be due to effects of treatment
  • fair comparison between groups
  • statistical analysis only valid if this takes place
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7
Q

What is a confounding factor

A

factors that influence treatment and outcome measures

-include demographic characteristics / prognostic factors

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8
Q

What is restricted randomisation and give an example

A

number of patients per treatment chosen in advance

- block randomisation

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9
Q

benefits of stratification?

A

useful for small sample sizes as simple random allocation would not mean risk factors would be distributed equally

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10
Q

what is the aim of a clinical trial

A

minimise bias and confounding

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11
Q

what is selection bias and is it removed

A

enrolling a certain patient is influenced by which treatment they might receive
-removed using sealed envelopes

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12
Q

What can knowledge of placebo effect do?

A

influence subject QoL/ pain levels

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13
Q

What is intention to treat?

A

analysing data if they received treatment or if they did not

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14
Q

Why is intention to treat useful?

A

accurately reflects ‘real life’

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15
Q

What is per protocol analysis

A

reported as secondary outcomes measures the effect on who actually received the treatment

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16
Q

What is the pinnacle of evidence-based medicine

A
  1. systematic reviews and meta-analyses

2. randomised controlled double blind studies

17
Q

How can results from a trial of 2 treatment with 2 categories be summarised

A

2 x 2 frequency table

18
Q

how is risk of failure calculated?

A

failures of A / failures of A + success of A

- failure / total of A

19
Q

How is odds of failure calculated?

A

failure of A / success of A

20
Q

define risk reduction

A

difference in risk between the two treatment groups

21
Q

define number needed to treat

A

reciprocal of the risk reduction

- number of patients needed to be treated to prevent a single end point

22
Q

what is the odds ratio

A

a/b divided by c/d
useful to describe relative difference between treatment groups
-logistic regression produces odds ration

23
Q

What can’t be guaranteed by observational studies?

A

-other important factors causally related ti both disease and exposure

24
Q

Can causation be inferred from an observational study

A

no due to bias and confounding variables

25
Q

what is a cohort study?

A
  • prospective in nature
  • population subgroup is defined and followed up over time
  • exposure status is measured at the beginning of the study
  • disease status is observed and recorded during follow-up
26
Q

what is a case-control study?

A

-retrospective
-subjects w disease (cases)
subjects wo disease (controls)

27
Q

How do case-control studies draw their conclusions?

A
  • frequency of exposure ascertained in each group
  • higher prevalence of exposure among controls suggest exposure might be a risk factor
  • selection /recall bias present
28
Q

Cohort vs case-control

A
  • cohort is more expensive and results can take a long time to materialise
  • cohort is unsuitable for rare diseases
  • cohort can confirm findings in case-control
29
Q

what is the risk ratio

A

risk of the disease in the exposed group relative to the unexposed group

30
Q

why must odds ratio be used in case-control studies

A

odds of disease cannot be calculated directly

31
Q

what can a small sample size mean?

A
  • lack of statistical power

- if there is a real difference you won’t detect it