Class #15: General Methodological Concepts of Research Flashcards
What is the Null Hypothesis (H0)?
A research perspective which states there will be NO (true) difference between the groups being compared.
>most conservative and commonly utilized
>various statistical-perspectives can be taken by the researcher:
-superiority
-noninferiority
-equivalency
**Researchers either accept or reject this perspective, based on results (data analysis) **
What is the alternative hypothesis (H1)?
A research perspective which states there will be a (true) difference between the groups being compared.
What are the two main types of study design? Also, what is the main difference between the 2?
Observational – study designs considered “natural”
Interventional – study designs considered “experimental”
**The main difference -> in observational there is NO researcher-forced group allocation.
in interventional there is researcher-forced group allocation.
What are the 5 sub-sets under observational study design?
Observational >cases (reports/series) >ecological >cross-sectional >case-control >cohort
What are the 5 sub-sets under interventional study design?
Interventional >pre-clinical >phase 1 >phase 2 >phase 3 >phase 4
What be the study design used if the investigator did not assign exposures?
Observational Study
What would the experimental design be if a researcher did assign exposures?
Experimental Study
What are the 6 things that study design selection is based on?
- Perspective of Research Question (hypothesis)
- Ability/Desire to force group allocation (randomization)
- Ethics of methodology
- Efficiency & Practicality
- Costs
- Validity of acquired information (internal & external)
If the study design of an experiment is an observational study, what would be the 3 types of analytical study design if the author wanted to compare study groups?
- Cohort Study
- Case-Control Study
- Cross-Sectional Study
During an observational study when the author is comparing between groups, what type of analytical study is being performed when looking at exposure and outcome at the same time?
Cross-Sectional Study
What is the definition of population?
All individuals making up a common group; from which a sample (smaller set) can be obtained, if desired.
>not to be confused with the “study population”, which is simply the final group of individuals selected for a study.
What is the definition of sample?
A subset or portion of the full, complete population (“representatives”).
>useful when studying the complete population is not feasible
>random processes commonly utilized to draw sample
What are the 4 key principles of bioethics?
- Autonomy
- Beneficence
- Justice
- Nonmaleficence
What are the 4 sub-sets in human studies that study population selection is based on?
- Research Hypothesis/Question
- Inclusion & Exclusion selection criteria (interventional studies) & Case and Control group OR Exposed and Non-Exposed group selection criteria (observational studies).
>desired vs. logical vs. plausible selection criteria
>these absolutely impact generalizability!
- external validity - Ethics
>principles of bioethics MUST be met…
- some don’t agree with use of placebo if a treatment is available
>recall Null Hypothesis perspectives…
- superiority
- noninferiority
- equivalency - Equipoise - genuine confidence that an intervention may be worthwhile (risk vs. benefit) in order to use it in humans
What is the requirement for a participant in a study to have autonomy?
Have self-rule/self-determination. Thus, participants must have full and complete understanding of the risks and benefits, and decide for ones-self, without outside influences.