Bias- Block 1 Flashcards

1
Q

what are the 4 major types of information biases in cohort studies

A

recall
observer
detection
latency and accumulation

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2
Q

what are the 4 major types of selection biases in cohort studies

A

volunteer/non-response
referral
drop out
healthy worker effect

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3
Q

what is recall bias

A

experimental subject gives false information

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4
Q

what is observer bias

A

incorrect records

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5
Q

what is detection bias

A

one group is examined more closely than the other group for outcome

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6
Q

what is latency and accumulation effects

A

failure to account for induction period of a disease and the fact that dose accumulation can have an increased effect

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7
Q

what is volunteer/self selection bias

A

people are more likely to participate in a study they have more concern about

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8
Q

what is referral bias

A

ex: people have to be referred by primary care to a specialist who recruits them into a study

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9
Q

what is healthy worker bias

A

people with jobs tend to be healthier than those without (exposed group may be more healthy than the unexposed group)

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10
Q

what are the 3 ways in which we can control for confounders in the design

A

randomization
restriction
matching

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11
Q

how can we control for confounders in analysis

A

stratified analysis

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12
Q

why are prospective cohort studies more reliable than retrospective

A

you eliminate the chance of recall bias

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13
Q

what bias is most significant in case control studies

A

recall bias

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14
Q

in case control bias, are incident or prevalent cases better to use

A

incident

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15
Q

what type of bias may result from using prevalence instead of incidence cases for a case control study

A

late look bias (the most severe cases may have died
or the least severe cases may not have come to the hospital so they may not be included in the study)

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16
Q

in case control studies, what are hospital controls

A

patients at the same hospital as the case but with a different diagnosis

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17
Q

what are 3 considerations for choice of hospital controls

A
  1. the illness in the controls should be unrelated to the exposure of interest in the study
  2. the illness in the controls should have the same referral pattern as the case
    hospital controls tend to avoid recall bias, and are cheaper/easier to recruit
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18
Q

what is Berkson’s bias

A

when hospital controls in a case control study are used and the disease in controls related to the exposure of interest

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19
Q

late look bias is also known as ___

A

Neyman bias

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20
Q

in case control studies, what is overmatching

A

matching cases/controls on factors not thought to be relevant to the exposure-disease relationship

21
Q

when matching in case control studies, what do we not want to match

A

the exposure or the disease

22
Q

how does case crossover work

A

we take a case and look at a time in the past when they were not a case. we then measure the rate of exposure when they became a case, take another time in the past, and compare

23
Q

what are randomized control trials used for

A

to determine whether treatments improve prognosis, cure disease, or prevent disease

24
Q

what are historical controls

A

we compare the outcomes of patients provided with treatment in the present with the outcomes with the same diagnosis in the past

25
Q

what is simple radomization

A

we have a population of study participants, and 2 arms of the study. we randomize half of the participants to each arm

26
Q

what is stratified randomization

A

accounts for the fact that even after randomization, we still may end up with groups nonrepresentative of each other by chance (account for confounders)

27
Q

what is cluster randomization

A

sorts based on clusters if we are concerned that the intervetion will spread

28
Q

when are non-randomized historic controls used

A

when we have a small case number with a high case fatality rate

29
Q

what is the Hawthorne effect

A

people change their behavior because they know they are being studied

30
Q

single blinded studies help control for what

A

placebo effect
Hawthorne effect

31
Q

double blinded studies help control for what

A

observer biases such as the pygmalion effect and researcher expectancy

32
Q

what is the pygmalion effect

A

where investigators communicate to or influence patients so that the patients end up having the outcomes they are supposed to have

33
Q

what is a crossover trial

A

when participants start in one group and are moved to another treatment group

34
Q

what is the intention to treat analysis

A

we analyze the results based on the assigned treatment group

35
Q

what is the function of factorial design

A

it allows us to see if two treatments are more effective together than separately

36
Q

what is a type I error

A

we conclude treatments are different when in reality they are not (the null hypothesis is true but we thought the alternative hypothesis was true)

37
Q

what is a type II error

A

we conclude treatments are not different when in reality they are (the alternative hypothesis is true but we thought the null hypothesis was true)

38
Q

is type I or II error worse

A

I

type I- you think you found something but you actually didn’t

type II- you’re looking for something and you can’t find it so you keep looking

39
Q

how does alpha differ from beta in terms of type I vs type II error

A

alpha- probability of making a type I error
beta- probability of making a type II error

40
Q

what does the power of a study tell us

A

how capable a study is of determining that two treatments differ in their effectiveness when in fact they do differ

41
Q

what is the equation for power

A

1-beta

42
Q

an underpowered study is when the power is __

A

less than 80%

43
Q

how does the difference between cure rates in treatment groups help to determine the number of people needed to be recruited to maintain high power

A

a small the difference between the cure rate, the more people that need to be recruited

44
Q

what are the main functions in each stage of a clinical trial

A

I (in patient)- determine maximum tolerated dose, pharmokinetics, and pharmodynamics
II (outpatient)- establish how well the treatment worse and establish dose levels
III (multisite)- spread to diverse populations to generalize results
IV- post-FDA approval, surveillance for adverse effects

45
Q

in clinical trials, what is the function of the sponsor (holder of drug patent)

A

write protocol
select doctors to conduct research
determine research questions

46
Q

who are the primary kind of organization that conducts clinical research trials

A

contract research organization

47
Q

when can generic forms of a drug be sold

A

once the patent expires

48
Q

what are the 4 requirements for a generic drug to be produced

A

same active ingredients
inactive ingredients can be different but must be safe
same dosage form (tablet vs capsule, etc)
same route of administration
same pharmokinetics

49
Q

what is a nested case control study

A

you take a sample of those with disease and another sample from the population of those who have the disease and compare past exposure