Study design Flashcards

1
Q

What are the types of studies?

A
Descriptive
Migrant 
Analytical Epidmiology - cross-sectional, case-control, cohort
Experimental
In vitro lab studies
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2
Q

Define bias

A

estimate of systematic measurement error

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3
Q

What are the types of bias?

A

Selection bias
Information bias
Prevalence bias

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4
Q

Define selection bias

A

bias because of errors in selection of study population or selective loss-to-follow up

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5
Q

Define information bias

A

bias because of errors in the measurement of exposure or the disease outcome

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6
Q

Define prevalence bias

A

slowly progressing cases are more likely to be sampled in a cross-sectional survey than those with severe/faster disease progression

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7
Q

Define counding

A

Mixing of the effects of exposure on the outcome with the effects of a third variable

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8
Q

When is a factor a confounder?

A

Affects risk of the studied health outcome
Associated with the exposure of interest
Not an intermediate in the causal chain between the exposure of interest and the health outcome

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9
Q

What is mediation?

A

factor that is associated with the exposure of interest and the disease outcome and lies on the causal pathway

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10
Q

Give an example of exposure, outcome and confounder

A

Exposure = Controlling mothers
Outcome = High fat/ Low fat
Confounder = Academic focus will lead to more controlling mothers and it lead to high fat/ low fat intake cuz kids are stressed
Not a confounder = gene ->high fat/low fat but no association with exposure

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11
Q

Give an example of mediation

A

Exposure = Dairy
Outcome = Hip fractures
Mediation = Calcium
Dairy causes hip fractures through calcium

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12
Q

What is the bias in this example?
Case: persons with pancreatic cancer identified through hospitals
Controls: persons without pancreatic cancers identified through the same physicians as the cases
Result: coffee consumption associated with pancreatic cancer

A

Selection bias. Controls did not have coffee consumption habits representative of the source population / diet not reflective of population as a whole

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13
Q

What is the bias in this example?
Case: women with asthma
Controls: women without asthma with the same family doctor
Result: lower fruit consumption is associated with asthma

A

Selection bias. Controls that responded may have been a very motivated, health conscious selection with higher fruit consumption than source population

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14
Q

What is the bias in this example?
Case: women with breast cancer
Controls: women without breast cancer
Result: higher fat intake was associated with higher risk breast cancer

A

Recall bias. Women with breast cancer may have over-estimated their past fat- intake. They might think why they have breast cancer and not others? then they think its their consumption of fat

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15
Q

What are case reports?

A

description of rare clinical events
Highly detailed, can use sophisticated methods
Unable to estimate frequency or the role of bias or chance

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16
Q

What are case series?

A

study of a larger group of patients witha particular health condition
limitation: absence of comparison group

17
Q

What is an ecological study?

A

Observational studies in which the unit of analysis is a group rather than an individual. (usually used for making hypothesis, rather than causal effect)

18
Q

What are the limitations of an ecological study?

A

Many differences that are difficult to disentangle (confounders)
Ecological fallacy - inferences about individuals based on group level data

19
Q

Device a randomised controlled trial

A

population - group 1 - treatment - outcome
-group 2 - control - outcome

difference is just treatment given or not given

20
Q

What are the potential limitations of randomised controlled trial?

A

cannot blind people cuz nuts is not a type of drug that can be disguised

Compliance
Ethical issues
Generalisability
High cost and long duration

21
Q

Device a cohort study

A

Population - disease free - unexposed (D or ND)
-exposed (D or ND)

look at population through time (forward)

22
Q

Evaluate a cohort study

A

exposure assessed before disease diagnosis which reduces selection and recall bias

Limitations: residual confounding and loss-to-follow up can be potential problems

May not be feasible with rare diseases and exposure-diseaase relationships with long induction period

23
Q

what is the difference between case-control and cohort study?

A

cohort study: selection of disease-free population and then categorising them into exposure and non-exposure group them do a follow-up to see who developed the disease and who did not

case-ctrl: selection based on outcome (case vs controls) and then look into past and compare exposure

24
Q

What is a case-control study?

A

comparison of the frequency of exposure between cases and controls

selection of incident cases within a specific period of recruitment

selection controls: from comparable population without the disease (eg community, other hospitals)

25
Q

What are the limitations of case-control study?

A

prone to recall and selection bias as comparedd to cohort study

26
Q

What are the advantages of cross-sectional studies?

A

Advantages:
fairly simple, rapid and inexpensive
can study a wide range of factors

Disadvantages:
not good for rare diseases (prevalence of chicken pox)
reverse causation: “chicken or egg”
length bias

27
Q

Interpretation of results?

A

was the finding due to bias?
was the finding due to chance?
was the finding due to confounding?