Epidemiology: Analytic Study Designs Flashcards

0
Q

Advantages of Cross-Sectional Studies

A
  • 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
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1
Q

Process of Cross-Sectional Study

A
  • 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
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2
Q

Cross-Sectional studies provide information about the

A

Frequency and characteristics of disease by providing a snapshot of the health experience of the population at a specified point in time.

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3
Q

Disadvantages of cross-sectional studies

A
  • 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
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4
Q

Process for cohort studies

A

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

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5
Q

Types of Cohort Studies

A
  • Special exposure cohort

- General population cohort

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6
Q

Special Exposure Cohort

A
  • 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
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7
Q

General population cohort

A
  • 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
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8
Q

Prospective data collection

A
  • 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
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9
Q

Retrospective data collection

A
  • 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
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10
Q

Sources of data for cohort studies

A
  • Exposure information is taken at baseline and during the follow-up period
  • Disease incidence is assessed over the follow-up period
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11
Q

Advantages of cohort studies

A
  • 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
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12
Q

Disadvantages of cohort studies

A
  • Cost
  • Usually not appropriate for rare disease outcome
  • Validity: if not designed carefully, associations observed may not be valid
  • Non-participation
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13
Q

Process for case-control studies

A

Investigator finds subjects with the disease and subjects without the disease and then obtains data regarding past exposures from both groups

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14
Q

Types of Case-Control Studies

A
  • Population based

- Hospital based

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15
Q

Population-based case-control studies

A
  • Cases are a representative sample of call cases in a precisely defined and identified population and controls are sampled directly from the same population that gave rise to the cases
16
Q

Hospital-based case-control study

A

Cases are individuals with disease in specified hospitals or clinics.

17
Q

Assumptions of valid case-control study

A
  • Cases and controls come from the same population

- Cases are representative of all cases from the area and controls are representative of all non-cases

18
Q

____ cannot be computed from case-control studies

A
  • Incidence rates

- Must use odds ratio

19
Q

Advantages of case-control studies

A
  • Rare diseases can be studied
  • Multiple exposures can be investigated simultaneously
  • Efficient
  • Odds ratio is a good approximation of the relative risk estimated using incidence rates
20
Q

Disadvantages of case-control studies

A
  • Validity may be compromised
    - Information bias
    - Selection bias
    - Prevalence bias
    - Confounding
    - Temporal relationship problems
21
Q

Nested case-control study

A
  • A case control study nested in an ongoing cohort study
  • Cases are members of the cohort who develop the disease of interest
  • Controls are selected from other members of the cohort
  • Exposures are based on information that was previously collected on all members of the cohort in a uniform fashion
22
Q

Process for intervention studies

A
  • Investigator selects sample of willing subjects who are free of the disease from the target population, assigns an exposure to each subject, and then follows these subjects through time to monitor the occurrence of disease
23
Q

Types of intervention studies

A
  • Clinical trails

- Field Trials

24
Q

Clinical Trials

A
  • Therapeutic studies that are conducted among patients with disease
  • Exposure is evaluated to determine whether it is effective in altering complications associated with disease
25
Q

Field Trials

A
  • Primary preventions studies that involve healthy subjects or those at high risk of developing disease
  • Exposure is evaluated to determine whether it is effective in reducing one’s risk of developing disease
26
Q

Advantages of intervention studies

A
  • Only design that can truly prove causality
  • Time sequence is controlled
  • Selection bias is ruled out because inclusion of subjects into study is not based on exposure and disease status
  • Multiple outcomes can be studied for a single exposure
  • Incidence rates of disease among exposed and non-exposed can be measured directly
27
Q

Disadvantages of intervention studies

A
  • Costs
  • Feasibility: not all research questions are easily addressed
  • Validity
    - Placebo effect
    - Information bias
    - Loss to follow-up and noncompliance
    - Confounding
28
Q

Study that assigns exposure and outcome is unknown

A

Intervention study

29
Q

Study that selects study groups based on exposure and outcome is unknown

A

Prospective cohort study

30
Q

Study that selects study groups based on exposure using past records, outcome is unknown

A

Retrospective cohort study

31
Q

Study that selects study groups based on outcome, exposure is unknown

A

Case-control study

32
Q

Study that finds single study group, exposure and outcome are both unknown

A

Cross-sectional study