Lecture 22-23: Cohort Studies Flashcards

1
Q

Describe the Cohort Study Design

A
  • Cohort studies are OBSERVATIONAL studies allowing researcher to be a passive observer of natural events occurring in naturally-EXPOSED and UNEXPOSED (comparison) groups
    • Group-allocation based on EXPOSURE-STATUS OR Group MEMBERSHIP (SOMETHING IN COMMON)
  • Useful when studying a rare exposure
  • Cohort studies also termed: Incidence studies/Follow-up studies/Longitudinal studies
  • COHORT design useful when studying a RARE EXPOSURE Commonly generates the RISK OF DISEASE/OUTCOME for each, then a Risk Ratio/Relative Risk (RR) as measure of association
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2
Q

For what reasons would a cohort study design be appropriate?

A
  • Unable to force group allocation (‘randomize’)
  • Unethical / Not feasible
  • Limited resources
  • Time / Money / Subjects
  • The EXPOSURE OF INTEREST is rare in occurrence and little is known about its associations/outcomes
  • More interested in incidence rates or risks for outcome of interest (more than effects of interventions)
  • Can be conducted in a PROSPECTIVE, RETROSPECTIVE (OR HISTORICAL), OR AMBIDIRECTIONAL fashion
  • Group assignment is STILL based on EXPOSURE!
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3
Q

Describe Prospective Cohort Studies

A

Prospective Cohort Studies:
- Exposure group is selected on the basis of a past or current exposure and both groups (exposure and non-exposure) followed into the future to assess for outcome(s) of interest (which has yet to occur), and then compared

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4
Q

Describe Retrospective Cohort Study Designs

Also Called Historical

A
  • At the start of the study, both the exposure and the outcome of interest have already occurred
  • Retrospectively start at time of exposure (historically) and follow forward to the point of outcome occurrence (known), in the present
  • Exposure still has to occur Before outcome of interest and group allocation is based on exposure status, not disease status
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5
Q

Describe Ambidirectional Cohort Design

A
  • Uses Retrospective design to assess past differences but adds all data collected on additional outcomes Prospectively from start of study
  • Looking for outcomes in the past and into the future
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6
Q

Describe what a Cohort Is

And what a birth cohort is

A
  • A Cohort is also refers to a group with something in common:
  • Example “cohorts”:
  • -Birth cohort: Individuals assembled based on being born in a geographic region in a given time period. Or Everyone born in KC city limits in 2014
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7
Q

Describe an Inception Cohort

A

Cohorts can also be groups with something in common. Like Inception Cohorts.

  • Individuals assembled at a given point based on some common factor
  • Where people live or where they work, or something they have in common
  • Useful for single-group assessments for incidence rate determination. Such as A single health-care system. Or a single payer of health-care coverage
  • There was some famous one called in Framingham in 1948. It was selected on being a stable population with updated annual population lists, and other unique attributes… Can also be a wide spectrum of occupations or a single hospital. I know these notes suck, but I don’t get where they are? Do I really suck that hard? NO MORE ABSENCES FROM CLASS DAMNIT!
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8
Q

Describe Exposure Cohorts

A
  • Individuals assembled based on some common exposure

- Frequency connected to environmental or other one-time events

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9
Q

Describe how the size of cohort studies can change over time

A
  • Fixed Cohort: A cohort (derived from an irrevocable event) which can’t gain members but CAN have loss-to-follow-ups
  • Closed Cohort: A Fixed cohort with NO loss-to-follow-ups
  • Open (or Dynamic) Cohort: A cohort with new additions and some loss-to-follow-ups
  • Cohorts can increase or decrease over time
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10
Q

Describe how to select an Exposed study population

A
  • This is the easier part (selection of Unexposed is harder!)
  • Allocate subjects based on pre-defined criteria of “exposure”
  • Scientifically and consistently determined
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11
Q

Describe how to select an Unexposed study group (harder than exposed)

A
  • Make the groups as close as possible (coming from the same cohort/population (yet not exposed))
  • If exposure truly has no effect, then risk will be exactly the same for both groups and RR will be 1.0 (no difference)
  • This unexposed group can come from 3 sources:
    1. Internal
    2. General
    3. Comparison
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12
Q

Describe the unexposed study population, Internal

A
  • Patients from the same “cohort”, yet who are unexposed (most similar)
  • If there are only levels of exposure, you may have to use the lowest exposure group as comparator (if there is no “no” exposure group internally-available)
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13
Q

Describe the unexposed study population, General

A
  • General Population
  • Used as a second choice when the best-possible comparison group (internal) is not realistically possible (e.g., everyone is exposed; or the exposure subjects were drawn from the general population)
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14
Q

Describe the unexposed cohort study group source, Comparison Cohorts

A
  • This is the least acceptable group (but still can be utilized)
  • Simply attempt to match groups as close as possible on numerous personal characteristics (can’t control for other potentially harmful exposures in comparison cohort; also causing disease)
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15
Q

Describe how to measure the strength of a cohort study

What are some weaknesses of a cohort study?

A
  • Strengths of Cohort Studies (IN GENERAL; compared to other study designs):
  • Good for assessing Multiple Outcomes of ONE exposure
  • Hard to control for other exposures if more than one plausible for being associated with an outcome
  • Useful when EXPOSURES are rare
  • Useful in calculating risk and RR’s
  • Less expensive than interventional trials
  • Good when ethical issues limit use of interventional Good for long Induction/Latent periods (Retrospective)
  • Weaknesses: Weaknesses of Cohort studies may be the opposite of these general points listed above
  • Able to represent “Temporality” (Prospective)
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16
Q

What are some advantages of Prospective Cohort Studies?

A
  • Can obtain a greater amount of study-important information from patients
  • More control over specific data collection process
  • Interviews / Laboratory assessments / Physical examinations
  • Follow-up/Tracking of patients may be easier
  • IF you plan ahead!
  • Better at giving answer to “Temporality”
  • Simple Association vs. Causal Inference (Hill’s criteria)
  • May look at multiple outcomes from a (supposed) single exposure
  • Can calculate Incidence & Incidence rates
17
Q

What are some disadvantages of Prospective Cohort Studies

A
  • Time, Expense & Lost-to-follow-up’s
  • Not efficient for rare diseases
  • use Case-Control study in this situation
  • Not suited for long Induction/Latency conditions
  • Exposure (or its “amount”) may change over time
18
Q

Discuss his rule on Loss to Follow-Ups

A
  • Possible with Prospective Cohorts
  • Lowers Sample Size (Power) (just as it does with Interventional studies!)
  • Increased risk of Type 2 error (more to come in future lecture)
  • Loss of study participation (follow-up) may not be equal between groups
  • Authors MUST list LTFU’s by group (exposed/un-exposed)
  • Point Being: Do ALL you can (and think of) to limit LTFU’s! [lots of time, energy, and resources]
19
Q

What are advantages of Retrospective Cohort Studies

A
  • Best for long Induction/Latency conditions
  • Able to study rare exposures
  • Useful if the data already exists
  • Saves time and money compared to Prospective studies
20
Q

What are some Disadvantages of Retrospective Studies

A
  • Requires access to charts, databases, employment records (may not be Complete/Thorough Enough for study)
  • “Information” may not factor in or control for other exposures to harmful elements
  • Patients may not be available for interview if contact necessary for missing or incomplete data
  • Exposure (or its “amount”) may have changed over time
21
Q

Describe Matching in a Cohort Study Design

A
  • A way to strive to make groups as equal as possible on known/potential confounders
  • Can match on a 1:1 or even higher (1:5) ratio [exposed to unexposed]
22
Q

What are two key biases associated with Cohort Study Designs

A
  • Healthy-worker effect
  • If healthy, you work (even if exposed). If too ill to work (due to exposure?) you may be unemployed (now part of non-working general population)
  • Selection bias
  • How exposure status is defined/determined (less of an issue with exposure status)