Term
types of epidemiologic study designs |
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Definition
- observational
- analytic- hypothesis testing
- descriptive- only describes
- experimental
- analytic- always hypothesis testing
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Term
describe descriptive studies |
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Definition
•Are not hypothesis-testing, but generate hypotheses
•Focus on patterns of disease by person, place, and time
•Usually have no comparison group |
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Term
Describe analytic studies |
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Definition
•Test a hypothesis
•Usually include a control or comparison group
•Use a more complex design |
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Term
Describe observational study designs |
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Definition
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Are “observing” what has occurred naturally
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Investigator does not manipulate exposure status of study participants
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Most epidemiologic studies are observational
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Term
Describe experimental study designs |
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Definition
•Investigator manipulates the exposure
•Equivalent to a laboratory experiment
•Considered to be the “gold standard” for establishing causality |
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Term
Different kinds of cohort studies |
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Definition
- retrospective cohort
- prospective cohort
- nested case control
- case cohort
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Term
Factors that influence choice of study design |
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Definition
•The nature of the research question
•Ethical issues
•Resources available (cost, personnel, time)
•How much is known about the topic
•Frequency of disease or exposure
•Available information
•Nature of the disease (induction period) |
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Term
Different types of descriptive study designs |
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Definition
- case series
- case reports
- surveillance
- ecological
- descriptive survey
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Term
Describe ecological studies |
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Definition
•Studies of group characteristics. The “units of analysis are populations or groups of people, rather than individuals.” (Last, 1995)
•Correlation between disease rates and exposures are based upon average exposure levels and average disease rates.
•Ecological studies do have comparison groups. However: NO data on individual exposures! |
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Term
Advantages of ecological studies |
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Definition
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Availability of data on exposures and disease
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Can be done quickly and with limited resources
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Exposures may differ substantially between cities, states, and countries
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Analysis is fairly simple
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Term
Limitations of ecological studies |
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Definition
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Are subject to numerous biases and limitations
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Are more subject to confounding (the mixing of effects of other risk factors with the exposures of interest) than individual risk studies
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Time trend studies are limited in that you can’t determine whether exposure preceded the outcome
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Are subject to the “ecological fallacy”
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Term
What is the ecological fallacy |
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Definition
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Term
Describe a cross sectional study design |
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Definition
•Begins with a population base but does not follow individuals over time
•Looks at prevalence of disease and/or exposure at one point in time (a population “snapshot”)
•Persons in the snapshot are classified as diseased or non-diseased, exposed or unexposed |
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Term
How can a cross sectional study be either descriptive or analytical |
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Definition
- Depends on the purpose
- to simply describe the health status of the population (descriptive), or
- to conduct comparative analyses, relate exposure to disease (analytical)
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Term
How are cross sectional studies good at IDing target populations? |
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Definition
•Useful following reports of disease, when you want to identify risk factors.
•Or, useful when you know your population has some risk factors, and you would like to explore associations with disease.
•Usually, you don’t know the exposure and disease status of individuals in population until you collect the data. |
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Term
What values are used to analyze or conceptualize cross sectional studies? |
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Definition
•odds of exposure among diseased compared to non-diseased (exposure-odds ratio); or
•odds of disease among exposed compared to unexposed (disease-odds ratio)
•either yields the same OR, which is a prevalence odds ratio |
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Term
Compare and contrast prevalence ratios and prevalence odds ratios |
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Definition
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prevalence odds ratio
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prevalence ratio
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Term
Advantages of cross sectional studies |
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Definition
•Relatively quick and cheap
•Useful to study morbidity, or pre-clinical markers
•Can collect detailed data on exposures and confounders
•Do not have to know disease/exposure status ahead of time |
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Term
Limitations of cross sectional studies |
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Definition
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Selection bias is major problem
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Diseases of long duration (e.g., diabetes) are often over-represented (“survival” bias)
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Many individuals have left “cohort”
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Representativeness of volunteers
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Time sequence between exposure and disease inferred only through history
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Often reply on subjective information
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Term
When is it desirable to do a case control study? |
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Definition
•When exposure data are expensive or difficult to obtain
Ex: Women exposed to pesticides in a study of breast cancer
•When disease has long induction and latent period
Ex: Cancer, cardiovascular disease
•When the disease is rare
Ex: Studying risk factors for birth defects
•When little is known about the disease
Ex. Early studies of AIDS
•When the population is dynamic
Ex. Residence in a city |
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Term
Different types of case control studies |
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Definition
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Term
How do you choose cases in case control study |
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Definition
•Identify newly diagnosed (incident) cases of disease (preferably)
•Choose prevalence cases, that have existed for a longer time period. May include deceased cases if the disease has a high case fatality rate
•Sources include death certificates, disease registries, hospital discharge records, insurance records, medical lab records, records of physicians/other medical providers
•Importance of case-definition |
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Term
Definition and purpose of controls |
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Definition
•Definition: A sample of the source population that gave rise to the cases.
•Purpose: To estimate the exposure distribution in the source population that produced the cases. |
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Term
Define the "would" criterion of selecting controls in a case control study |
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Definition
•Would” criterion: a member of the control group who gets the disease being studied “would” end up as a case in the study.
•Exposed and unexposed controls should have the same probability of selection. |
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Term
Case control studies: selecting general population controls, example |
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Definition
–Most often used when cases are selected from a defined geographic population
–Sources: random digit dialing, residence lists, drivers’ license records
Ex: Study of Hepatitis A in Hispanic Children; controls were chosen from same neighborhood and schools as cases
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Term
Case control studies: Advantage and disadvantages of using general population controls |
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Definition
- Disadvantage
- Advantage
- Because of selection process, investigator is usually assured that they come from the same base population as the cases.
– time consuming
– expensive
– hard to contact and get cooperation
– may remember exposures differently than cases (recall bias) |
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Term
Case control studies: hospital controls |
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Definition
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Used most often when cases are selected from a hospital population
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Study of cigarette smoking and myocardial infarction among women. Cases identified from admissions to hospital coronary care units. Controls drawn from surgical, orthopedic, and medical unit of same hospital. Controls included patients with non-coronary conditions
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Term
Advantages of using hospital controls |
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Definition
•Same selection factors that led cases to hospital led controls to hospital
•Easily identifiable and accessible (so less expensive than population-based controls)
•Accuracy of exposure recall comparable to that of cases since controls are also sick
•More willing to participate than population-based controls |
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Term
Disadvantage of using hospital controls |
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Definition
•Since hospital based controls are ill, they may not accurately represent the exposure history in the population that produced the cases
•Hospital catchment areas may be different for different diseases |
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Term
What illnesses make good hospital controls? |
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Definition
those illnesses with no relation to risk factor under study |
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Term
What are some issues that can come up during control selection? |
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Definition
•control groups differ in their potential biases; may want to use more than one control group
•desirable to control confounding factors (unless you want to estimate their effect)
•address confounding through matching or during analysis (stratification, regression, analysis) |
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Term
Describe nested case control studies |
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Definition
•Usually more efficient than cohort studies
•Don’t have to calculate exposures on entire cohort, just on cases and selected controls
•Controls come from same population as cases, thereby minimizing control selection biases |
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Term
How do you conduct a nested case control study |
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Definition
•performed after cohort study
•choose all cases of disease among cohort
•identify sample of controls from among cohort members without the disease
•obtain detailed data on exposures and potential confounders
compare prevalence of exposure between cases and controls |
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Term
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Definition
•Useful when brief exposure causes a change in risk of a rare acute onset disease
•The increased risk following the exposure is termed the “hazard period”
•Cases serve as their own controls
•Exposure frequency during hazard period is compared to that from a control period |
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Term
example of case cross over studies |
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Definition
•Acute myocardial infarction after heavy physical exertion
•Motor vehicle collision while using a cell phone
•Unsafe sex after drinking alcohol |
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Term
When is OR a good estimate of RR? |
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Definition
(1) controls are representative of individual in the base population
(2) cases are representative of all individuals with the disease of interest in the base population
(3) the disease is relatively rare rare |
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Term
Advantages of case control studies |
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Definition
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Term
limitations of case control studies |
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Definition
•Relies on participation
•Data on exposure and confounders obtained by interview or survey (subjective)
•Can look at only one disease
•Selection of controls is challenging
•Incidence cannot be estimated |
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Term
Potential biasis of case conrol studies |
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Definition
•Selection biases (many types)
•Recall bias
•Interview bias
•Exposure misclassification |
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