Epidemiology: Analytic Study Designs Flashcards
Advantages of Cross-Sectional Studies
- Efficiency and Cost
- Generates hypotheses
- Generalizability of results: studies are based on a sample of the population, so the results may be generalized in reference to this population
Process of Cross-Sectional Study
- Investigator selects a sample and measures both exposure and disease outcome at the same point in time for all subjects in the sample
- Includes individuals with prevalent rather than incidpent disease
Cross-Sectional studies provide information about the
Frequency and characteristics of disease by providing a snapshot of the health experience of the population at a specified point in time.
Disadvantages of cross-sectional studies
- Subject to temporal relationship problems: difficult to be certain the disease outcome could not have caused the exposure
- Subject to prevalence bias
- Subject to selection bias
- Subject to confounding
- Difficult to study rare exposures or rare diseases unless enrolling subjects according to these factors
Process for cohort studies
Investigator begins with individuals without the outcome of interest. They are classified according to the presence or absence of exposure at baseline. Both exposed and unexposed individuals are followed for subsequent onset of the disease outcome
Types of Cohort Studies
- Special exposure cohort
- General population cohort
Special Exposure Cohort
- Subjects are selected to represent a specific exposure
- Used when exposure is unique or relatively rare
- Comparison groups may be drawn from the same population, from the general population, or from some other similar population
General population cohort
- Sample is selected to represent a large segment of the population with a wide range of exposures
- Exposed groups and comparison groups are internal subgroups of the entire cohort being followed
- Preferred when the exposure of interest is relatively common and/or when there is interest in investigating more than one exposure simultaneously
Prospective data collection
- Subjects are enrolled and exposure status is measured at a particular time, and the cohort is then followed forward into the future to ascertain development of disease
Retrospective data collection
- Cohort is assembled based on past exposures from past records.
- Disease status is also assessed from past records or by contacting subjects in the present
Sources of data for cohort studies
- Exposure information is taken at baseline and during the follow-up period
- Disease incidence is assessed over the follow-up period
Advantages of cohort studies
- Time sequence
- Ethical to study etiological factors as well as treatments, since exposures were already there and not assigned by the investigator
- Rare exposures can be studied if a suitable exposed cohort can be identified
- Multiple outcomes can be investigated for a single exposure
- Less prone to selection bias because outcome is unknown at baseline and should not influence selection of participants
- Information bias less likely
- Incidence rates of disease can be measured
Disadvantages of cohort studies
- Cost
- Usually not appropriate for rare disease outcome
- Validity: if not designed carefully, associations observed may not be valid
- Non-participation
Process for case-control studies
Investigator finds subjects with the disease and subjects without the disease and then obtains data regarding past exposures from both groups
Types of Case-Control Studies
- Population based
- Hospital based