15 General Methodological Concepts of Research Flashcards
What does a research evidence pyramid show?
The increasing strength of evidence for various study designs.
Which study design is described by the following?
Systemic review of all published literature of topic up to a specific point in time.
Systemic Review
What is entailed with a meta-analysis?
It takes all studies and put them together so that it appears that there was one large, new study and build a consensus from the meta-analysis.
Describe case reports and case series.
Case reports and case series are just reports of one or more individuals that have had an unique experience; usually hypothesis generated.
List the criteria study design selection is based on.
The right study design comes from the type of question you are trying to answer.
Perspective of research question (hypothesis)
Ability/desire to force group allocation (randomization)
Ethics of methodology
Efficiency & practicality (time/resource commitment)
Costs
Validity of acquired information (internal & external)
• Internal validity = is the study design and the methods used valid?
• External validity = how well can I take the findings from the study and externalize that information to patients that are similar to the study?
Define Null Hypothesis
A research perspective which states there will be no (true) difference between the groups being compared
Define Alternate Hypothesis
A research perspective which states there will be a (true) difference between the groups being compared
What are the possible statistical-perspectives that can be taken by a researcher?
Superiority
Noninferiority
Equivalency
Define type I error and give an example.
False positive; Telling a man he is pregnant
Define type II error and give an example.
False negative; Telling a pregnant woman she isn’t pregnant
What is an observational study?
Study designs considered “natural”
Researchers “observe” subject elements occurring naturally or selected by individual (naturally or freely)
• Useful for unethical study design using forced interventions
Most observational study designs are not able to prove causation
• There is NO researcher-forced group allocation
What is an interventional study?
Study designs are considered “experimental”
Investigator-selected interventions (exposure)
• There IS researcher-forced group allocation
Randomization process
Define 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
Define 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 is the study population selection based on?
Research Hypothesis/Question
Inclusion & Exclusion selection criteria
Ethics
Equipoise
Agreeing to Participate in Interventional Studies
Ethical conduct of research
Methodology of Study