lecture 24 Flashcards
what is the definition of bias
any systematic error in an epidemiological study that results in an incorrect estimate of the association between exposure ad risk of disease
in systematic error findings could be ….
- over estimated
- under estimated
- not affected
in what phases can selection and information bias be controlled
during the design and data collection phases of study
what are the three potential sources of bias
- selection bias
- information bias
- publication bias
what is selection bias
when there is a systematic difference between the people included in a study and those who are not
or when the study and comparison groups are selected inappropriately or using different criteria
how can you minimise loss to follow up
- alternative contact details obtained at the start of the study
- maintaining regular contact
- making several attempts to contact people
what is possible selection bias in a cross sectional study
- who entered the study
- is the sample representative of the source population
- what is the response rate
how can bias occur in case control studies in the selection of cases
if the identification or participation is related to exposure status there can be bias
what is important about the selection of cases and controls in a case control study
the selection of cases and controls must be independent of their exposure status
how to minimise the potential bias that could occur when selecting cases in a case control study
- ensure high participation
- clearly defined population of interest
- reliable way of ascertaining all cases or a representative sample of cases
what are some examples of potential bias that could occur when selecting controls for a case control study
- if controls are not representative of the population which gave rise to cases (place and time)
- if inclusion / exclusion criteria differ between cases and controls
- if non participation of eligible controls
what are the three steps you can consider about the effects of bias
- who does it affect
- how does it affect them
- what effect does it have on the measure of association
what is a harmful factor in relation to bias and has the measure of association been biased towards or away from the null value
- the study found a measure of association that was underestimated
- it is biased numerically downwards OR biased towards the null
what is the protective factor in relation to bias and has the measure of association been biased towards or away from the null value
- the study found a measure of association that was overestimated
- it is biased numerically upwards OR biased towards the null
what selection bias is possible in cohort studies
- loss to follow up
- if comparison group selected separately from exposed group