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Cohort Study Designs. Ahmed Mandil Dept of Family & Community Medicine College of Medicine King Saud University. Headlines. Definitions Observational studies Cohort studies Advantages, disadvantages Examples Analysis. Observation Methods. Selected Units : individuals, groups - PowerPoint PPT Presentation
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Cohort Study Designs
Ahmed MandilDept of Family & Community Medicine
College of MedicineKing Saud University
Headlines
Definitions Observational studies Cohort studies Advantages, disadvantages Examples Analysis
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Observation Methods
Selected Units: individuals, groups Study Populations: cross-sectional,
longitudinal Data collection timing:
prospectively, retrospectively, combination
Data collection types: primary, secondary
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Study populations Cross-sectional: where only ONE set of
observations is collected for every unit in the study, at a certain point in time, disregarding the length of time of the study as a whole
Longitudinal: where TWO or MORE sets of observations are collected for every unit in the study, i.e. follow-up is involved in order to allow monitoring of a certain population (cohort) over a specified period of time. Such populations are AT RISK (disease-free) at the start of the study.
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Study Designs in Health Research
Qualitative Focus group
discussions Key informant
studies Ethnographic
studies Bibliographic
studies Others
Quantitative Observational
Descriptive, e.g. cross-sectional
Analytical, e.g. case-control; cohort
Experimental (also analytical)
Randomized Clinical Trials
Community Intervention Studies
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Cohort Studies (I)
(a) Characteristics: A “cohort” is a group of people, referred to as
“disease-free population” or “population at risk” A survey is first carried out to exclude prevalent
cases from the cohort A period of "follow-up“ is specified, for possible
new cases' occurrence We know the exposure status, looking for the
disease status Historical designs are preferred under
occupational settings, for less frequent effects / exposures.
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Cohort Studies (II)
Two types are recognized: Prospective (longitudinal):
forward in time follow-up study Retrospective (historical):
backward in time study (depends on records: medical / employment). This is the type preferred under occupational settings
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Coh
ort
Desi
gn
time
Study begins here
Studypopulation
free ofdisease
Factorpresent
Factorabsent
disease
no disease
disease
no disease
presentfuture
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Cohort Studies (III)
(b) Advantages: No / little temporal ambiguity (suggests cause-
effect relationship) Calculation of incidence rates Suitable for rare exposures Factors associated with selection cannot
influence disease status and hence the results. Several outcomes can be studied, after follow-
up starts.
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Cohort Studies (IV)
( c ) Disadvantages (of prospective):
Expensive Time-consuming May be impractical Loss to follow-up may affect
sample-size
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IDEAL COHORT
An ideal cohort should be: STABLE COOPERATIVE COMMITTED WELL-INFORMED
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Examples of Study Cohorts
1. General population
2. Selected occupational groups, e.g. health professionals (physicians, nurses, lab technologists, etc), manufacturers of mercury batteries for vehicles; asbestos workers, miners, etc04/20/23 12Cohort Studies
Sources of Cohorts
Population groups Occupational settings
(employment, medical records) Hospital registers (medical
records) Death certificates
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Follow-up Techniques
1. Periodical medical examinations and mailed questionnaires
2. Direct personal interviews or examinations 3. Videoconference, neighbors, friends and relatives4. Lost persons can be traced through the letters, from their relatives and friends5. Migrated cohort subjects can also be traced through
travel and immigration authorities6. Dead persons - local or regional mortality registers or death certificates
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Problems during Follow-up
FOLLOW-UP OF A LARGE GROUP LIMITED RESOURCES TIME SCARCITY PAUCITY OF TRAINED PERSONNEL ATTRITION, LOSS ON FOLLOW UP ETHICAL CONCERNS
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Attrition Reduction
OBTAINING THE INFORMED CONSENT RECORDING COMMITMENT TO CONTINUE AND
COOPERATE IN THE STUDY TRACING LOST SUBJECTS, TRYING TO INCLUDE
THEM IN THE STUDY CONSIDERING INFORMATION OF LOST PERSONS
AT THE TIME OF ANALYSIS KEEPING NON-RESPONSE AT A LOW LEVEL TO
IMPROVE THE VALIDITY
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Examples of Cohort Studies
1. POPULATION-BASED
1. CARDIOVASCULAR
2. CHILD HEALTH
3. SPECIAL EXPOSURES
2. NON-POPULATION BASED
1. OCCUPATIONAL – for convenience
2. OCCUPATIONAL – to study the occupation
3. HEALTH CARE SETTINGS
4. VETERANS
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CARDIOVASCULAR DISEASE
USA: Framingham, MA; Tecumseh, MI; Evans county, GA; Muscatine, IA; Bogalusa, LA (children)
WHO MONICA (multi-center) North Karelia, Norway
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Framingham Study (1951 – present time)
1ST Step: Selection of cohorts Initially, 5209 subjects were
enrolled into the study Currently, thousands of people are
followed up, both for cardiovascular risk factors (e.g. high serum cholesterol, smoking, hypertension, BMI, etc) and possible outcomes
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SPECIAL EXPOSURES Atomic Bomb Casualty Commission
(ABCC): Hiroshima and Nagasaki survivors (effects of radiation)
Dutch famine survivors (effects of starvation)
Seveso (effects of dioxin exposure)
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OCCUPATION BASED, TO STUDY EXPOSURES
Benzene-workers (leukemia) Coke-oven workers (lung
cancer) Asbestos workers (lung cancer) Radium dial painters (oral
cancer)
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Epidemiological Measures
Frequency measures: incidence; prevalence
Effect measures: risk ratio (relative risk); odds ratio
Impact measures: attributable fraction; prevented fraction
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2x2 Table
Disease No Disease
Exposed a = Exposed Cases
b = Exposed Non-Cases
Total exposed (a + b)
Not Exposed c = Non-Exposed Cases
d = Non-Exposed Non-Cases
Total non-exposed
(c + d)
Total Cases Total Non-Cases
n =
a + b + c + d
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INCIDENCE RATES INCIDENCE AMONG THE EXPOSED (NEW CASES AMONG THE SMOKERS) = (A/ A+B) INCIDENCE AMONG THE NON-EXPOSED (NEW CASES AMONG THE NON-SMOKERS) =
(C/ C+D )
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Risk Calculations
Relative Risk or Risk Ratio (RR) (RR) = [A / (A+B)] / [C / C +D)] (incidence
in the exposed (smokers) / incidence in the non-exposed (non-smokers)
Attributable risk (AR = excess risk/ incidence among the exposed (AETIOLOGICAL FRACTION)
Population attributable risk (PAR) = incidence in the total population minus incidence among the non-exposed.
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RR Interpretations Unity: exposure has no effect on outcome
in the studied population (cohort) More than 1: exposed have a higher risk of
developing the outcome, compared to the unexposed
Less than 1: either no relationship, or a “protective” one exists (e.g. effect of interventions, immunization, health education, management, etc)
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Frequency & Effect Measures
Design Frequency Effect Calculation
Cross-sectional
Prevalence Odds Ratio ad / bc
Case-control None Odds Ratio ad / bc
Cohort Incidence Risk Ratio Ie [a / a + b] /
Iue [c /c + d]
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References
1. Last JM. A dictionary of epidemiology. 5th edition. New York, Oxford, Toronto: Oxford University Press, 2008.
2. Gordis L. Epidemiology. Fourth edition. Philadelphia, London, New York, Sydney: W.B. Saunders, 2009.
3. Beaglehole R, Bonita R, Kjellstrom T. 2nd edition. Basic epidemiology. Geneva: WHO, 2006.
4. Friis RH, Sellers TA. Epidemiology for public health practice. Gaithersburg, MD: Aspen Publishers, 2009.
5. Kelsey JL, Thompson WD, Evans AL. Methods in observational epidemiology. New York: Oxford University Press, 1986.
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