Concepts Of Research Flashcards
Numbers are used to represent data in what study design?
Quantitative
Qualitative study design are represented by what?
Words
What are the two subsets of quantitative study design?
Interventional and Observational
Forced allocations on study groups is what study design and methodology
Interventional
No forced allocation to study groups describe which study design?
Observational
Investigator-selects interventions (exposures) in which study design?
Interventional - considered experimental
Researchers observe subject-elements occurring naturally or selected by individual — considered natural
Observational
Useful for unethical study designs using forced interventions
Observational
Most observational studies are not able to prove what?
Causation
This helps frame study intent and can direct researcher to selecting and developing an effective study design to answer question
Research Question: (I wonder if… statement)
Study design can be selected based on? (7 things)
- Perspective of research question (hypothesis)
- Ability/Desire of researcher to force group allocation (randomization)
- Ethics of methodology
- Efficiency & Practicality
- Costs
- Internal Validity
- External validity;generalizability
Difference between population and sample in human studies?
Population is the total
Sample is a portion of the full, complete population
Study population selection is based on?
Research Hypothesis
Population of Interest
Inclusion & Exclusion selection criteria (interventional studies)
Case & Control group or Exposed & Non-exposed group selection criteria (Observational studies)
Desired vs. Logical vs. Plausible selection criteria
(Note: these impact generalizability (external validity))
A research perspective which states there will be no true difference between the groups being compared is a description of what?
Null Hypothesis
What are the various statistical-perspectives that can be taken by the researcher?
Superiority
Noninferiority
Equivalency
Ho is I am not superior
Superiority
Ho is I am worse
noninferiority
Ho is I am not equal
Equivalency
What is a probability sample?
Every element in the population has a known probability of being included in sample
What is simple random sampling?
Assign random numbers, then take randomly-selected numbers to get desired sample size.
Systematic Random sampling
Assign random numbers, sort, select highest or lowest number, then systematically take every Nth number.
What is Stratified Simple Random Sampling?
Stratify sampling frame by characteristic, then use simple random sampling
What is stratified disproportionate random sampling
Disproportionately utilizes stratified simple random sampling when baseline population is not at desired proportional percentages to the referent population
Multi-Stage Random Sampling
Uses simple random sampling at multiple-stages towards patient selection.