HOW TO PRESENT LIMITATIONS AND ALTERNATIVES Flashcards
what is the key principle in presenting limitations?
transparency, we want to identify and present them
what are the four steps in presenting limitations?
- describe the limitation
- describe the impact of this limitation on our study findings
- discuss alternatives and why they were not selected
- describe the methods proposed to minimise the impact of the limitation
describing the limitation
specific the type e.g. error, dangerous limitation such as selection/info bias/confounding
consider limitations of prior literature, however don’t use jargon
describing the impact of limitation on study findings
project the likelihood, magnitude, direction of limitation f study findings
bias towards null = less dangerous than those away from null
discussing alternatives
discuss the pros and cons of these alternatives and say why you chose the approach you did
be transparent into why you chose a type of design/analysis as shows reviewer your aware of alt as well as impact of decision on interp of findings
examples of design techniques to minimise study limitations
examples
- choosing prospective design of case-control to avoid recall/selection bias
- binding interviewers reduces interviewer bias
- incorporate repeated questionnaires to minimise nondifferential misclassification of exposure to changes in beh over time
- use of life event calendars to boost accuracy of recall
examples of analysis techniques to minimise study limitations
- compare baseline characteristics of experimental and standard care group showing randomisation successful
-sub group analysis with/without missing data on key variables of interest