Study design Flashcards
how can research lead to wrong conclusion? (4 ways)
- chance
- bias
- confounding
- fraud
3 basic principles of emperic research
1) ceteris paribus: counterfactual model, je moet een zo gelijk mogelijke vergelijking maken (controle groep). 2) Occams Razor: choose the hypothesis with the fewest assumption, 3) Hume’s problem: emperical proof is not the same as mathematical proof, it is impossible in emperical science.
experimental vs observational studies
experimental: research manipulate exposure. observational studies: only observerd by researchers
case control vs cohort
CC: subjects are characterised by outcome and exposure status is determined
cohort: opposite.
Why randomize?
esscence: no bias by differential allocation and groups are equal in relevant factors, ie, that determine outcome
Guarantees: no subjectivity in treatment allocation, all differneces due to random variaton
why double blind?
avoids post randomisation differences
co-medication, life style, compliance, endpoint evaluation, endpoint reporting
why controlled
Zonder controle groep: subjective effects (placebo effect), objective effects(circadian rythm), regression tot the mean, blinding is difficult
what is regression to the mean?
natural course, natuurlijk beloop. Ongeacht van interventie zullen meesten zaken zichzelf oplossen
Randomiseren in etiologische studies niet makkelijk of nodig want..
- randomiseren niet mogelijk: genetica (vastgelegd bij geboorte)
- niet haalbaar/ethish: bijwerkingen
- onnodig: evaluaren unintended effects (genetica en bijwerkingen)
NB: voor bestuderen van intended effect moet je altijd gerandomiseerde studie doen.
Studies naar bijwerking bijzonderheden
- niet makkelijk in gerandomiseerde studies: bw te zeldzaam, patient selectie strict
- randomiseren is niet nodig: in therapeutische studies moet de link tussen behandeling en prognose verbroken worden. deze is er niet bij etiologie (unexpected outcome en unintended outcome)
wat is risico van het gebruike van “prevalent” cases ipv “incident cases”
incidence - prevalence bias. those who live longer have a higher chance to be included. they may be different. no problem if exposure not related to disease duration and death risk
Case control: indications and contra-indications
- exposition status known before disease occurs
- efficient in time and mony
- only option for rare diseases and transient risk factors
- NOT APPRoPRIATE for rare exposures
- it has all the limitations of observational studies for theapeutic research questions
- no absoulte risks: cummulative incidence or incidens rates
When a study is not a randomised experiment ..
.. then it is invariably an observational study
experimental studies are always
prospective cohort studies