Lecture 19: Intro to Study Design Flashcards
What is the overview of study design types?
Descriptive
-Case reports
-Case series
-Surveys
Analytical
-Observational
-Cross-sectional
-Cohort
-Case-control
-Experimental
-Randomized controlled trials (RCTs)
What are descriptive studies?
-Provide into about the occurrence of a disease BUT with no attempt to investigate associations
-Describe, do not compare
-Useful for generating hypotheses
-3 types (case reports, case series, surveys)
What are the 3 types of descriptive studies?
- Case reports (usually for medical)
-Describe rare condition/unusual cases (single) - Case series
-Describe usual clinical course of a condition of interest
-Describes a series of cases of patients with a particular outcome - Surveys
-Collect info from individuals in a population but no comparison just describing
What are analytical studies?
-Statistical analysis of epidemiological data to establish relationships b/w risk factors and the occurrence of a disease
-Make comparisons b/w groups
-Useful for hypothesis testing
What are the 2 types of analytical studies?
- Observational studies
-researcher has no control over the allocation of subjects to the groups being compared
-Exposed subjects already exist (they would have been exposed regardless of the study)
-3 types - Experimental studies
-Researcher randomly allocates subjects to the groups being compared
-Researcher intervenes
How do we know to use an experimental study or an observational study?
We can choose an observational study instead of an experimental study if:
-The exposure of interest is harmful or may endanger life (high doses of radiation, or mixing alcohol and caffeine)
-Its too expensive to administer the exposure
-The exposure is complex and hard to control (opportunistic infections in immunocompromised people)
-Not practical to administer exposure (ex effect of living at high altitudes on metabolism and telling people to move to high or low altitude
What are the 3 types of analytical observational studies?
The main difference between the different types of observation study types is how participants are selected
- Cross-sectional: select participants WITHOUT REGARD to exposure or disease status ( everyone)
- Cohort: select (outcome-free) participants based on exposure status
- Case-control: select participants based on disease status
Why is it important to learn about study design?
-Good study design practices minimize systemic errors (ie selection, info, confounding biases)
-A well-designed study is more likely to have a valid conclusions
-An informed reader can assess whether the study was done properly
What is a critical appraisal?
-Determine whether the study was designed appropriately, whether results are valid, if can be applied to other context
Proper term
-Systematic process used to identify the strengths and weaknesses of a research article in order to assess the usefulness and validity of research findings
What are some tips on evaluating studies?
Methodological and non-methodological factors
-Methodological: study design, statistical analyses, addressing bias (how study conducted)
-Non-methodological: relevance, originality, conflicts of interest
-Lack of a “gold standard” for evaluating studies so tend to use standardized checklists
What are the questions asked on the checklist in a critical appraisal?
- Relevance?
- Adds something new?
- What is the research question?
- Appropriate study design?
- Addresses bias?
- Performed as per methods stated?
- Hypothesis stated?
- Appropriate stats used?
- Justified conclusions?
- Conflicts of interest