lecture 25 Flashcards
how can measurement error occur
- participants provide inaccurate responses
- data is collected incorrectly / inaccurately
what effect might measurement error have in a descriptive study
could over / under estimate prevalence
what effect might measurement error have in an analytic study
- can lead to misclassification
- people without the exposure may be classified as having the exposure
- people without the outcome may be classified as having the outcome
what is non differential misclassification
‘not different’ between the study groups e.g exposed / comparison group or cases / controls
what is differential misclassification
‘different’ between the study groups e,g exposed / comparison group or cases / controls
example of differential misclassification in a cross sectional study for participants and interviewers
participant = people with the outcome might report the exposure differently to those without the outcome
interviewer = an interviewer who is aware they are interviewing a case might ask more probing questions about the exposure of interest
example of differential misclassification in a case control study for participants and interviewers
participant = cases might more accurately recall past exposures compared to controls
interviewer = an interviewer aware of the exposure status may ask more probing questions about the outcome among those exposed compared with those in the comparison group
what is the definition of recall bias
systematic error due to differences in accuracy or completeness of recall to memory of past events or experiences
how can you minimise interviewer bias
- clearly defined study protocol and measures
- structured questionnaire and standard prompts
- training of interviewers
- blinding
how to minimise information bias from collecting information from participants
- validated survey instruments
- validate using objective measure
what is selection bias
occurs when there is a systematic difference between the people who are included in a study and those who are not
what is information bias
results from systematic differences in the way data on exposure or outcome are obtained from the various study groups
what is publication bias
the result of the tendency of authors to submit, organisations to encourage, reviewers to approve and editors to publish articles containing positive findings