General Methodological Concepts of Research Flashcards
What are the two subcategories of Quantitative research design? Explain the differences.
Interventional: Researcher intervenes to force participants in various groups
Observational: Researcher does not intervene or force participants in groups. More common for ethics studies. More Natural. Uses Phases.
What are common study designs for observational studies?
Cross-Sectional
Case-Control
Cohort
Every study design as its own ___ and ___
Strengths
Weaknesses
What are the three statistical perspectives for Null Hypothesis?
Superiority
Non-inferiority
Equivalency
What is the appropriate null hypothesis from the superiority perspective?
My drug will not be superior to placebo
What is the appropriate null hypothesis from the non-inferiority perspective?
My drug is worse than placebo
What is the appropriate null hypothesis from the equivalence perspective?
My drug is not equal to placebo.`
Simple Random Sampling
Assign random numbers and select in order/non-order
Systematic Random Sampling
Assign random numbers, randomly sort them then select “middle 50”, “top 10” or “bottom 10”
Stratified Simple Random Sampling
Separate by desired characteristics for equableness in each group and then use simple randomizing for the appropriate sample size. Stratify for gender for example.
Stratified Disproportionate Random Sampling
Sampling of certain groups are not equal or desirable to other groups so we decide to add more weight to the under-represented OR over sample in that specific category
Multi-Stage Random Sampling
Using simple random sampling at different stages (country then state then county)
Cluster Multi Stage Random Sampling
Just like multi-stage but various regions, hospital are cluster in one region
What is the one non-probability sampling scheme?
Quasi-Systematic or Convenience Sampling
Quasi-Systematic or Convenience Sampling
Not Random, “first 10”