choosing a reference group
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Choosing a reference group. James Stuart EPIET, Mahon September 2006. Objectives. Define source population Understand importance of representativeness Describe advantages and disadvantages of selecting different types of controls - PowerPoint PPT PresentationTRANSCRIPT
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Choosing a reference group
James StuartEPIET, Mahon
September 2006
Epidemiology
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Objectives
• Define source population
• Understand importance of representativeness
• Describe advantages and disadvantages of selecting different types of controls
• Apply public health principles to choice of reference groups in case-control studies
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• Incidence in exposed and unexposed
• Exposure in cases and controls
• Incidence over time
Making comparisons
fundamental to epidemiology
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• Can be difficult to select reference group
• Especially in case control studies
• Constraints of time and resource
Field epidemiology
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Case control study
Outbreak• 24 cases of Salmonella Typhimurium • Cornwall (population 500,000)
South West England not far from Wales
long way from Scotland • onset through May 2004• age range 16 – 56 years• 9 male, 6 female • no recent travel abroad
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Who are the right controls?
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Controls
Controls should be representative of population from which cases arise (source population)
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Control characteristics
If controls represent source population
• be representative of exposures in source population
• be identified as cases if they had disease under study
• have same exclusion and restriction criteria as cases
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CasesExposedUnexposed
Source population
Controls:Sample of the denominator Representative with regard to exposure
Controls
Sample
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Who is source population?
Start with your case definition
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Case definition
Resident of Cornwall aged above 15 years with isolate of Salmonella Typhimurium in faecal sample during May 2004Exclusion: Travel abroad in week before illness
What is source population?
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Source population
Residents of Cornwall aged above 15 yearsduring May 2004 who have not recently travelled abroad
Controls should then be representative of this population
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Q2. How to select controls?
• Aim for random sample of source population
• Not always feasible
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Selecting controls (examples)
• Populationrandom from register/list/directory stratified (age/sex/general practice)
• Friends • Neighbourhood • Hospital
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Population controls
• Is there a list or register of source population? • Such a list should
– be complete – contain all cases – be readily accessible– identify specified characteristics e.g. age
Take random sample
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or... random digit dialling
• using residential directories or mobile numbers (e.g. add 5 to case number)
• quick and easy • but may be bias in selection
– telephone ownership– availability– geographical area– participation
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or… stratification
Stratification in study design = “matching”e.g. same age, same sex, same doctor
Matching useful if – do not have full list of source population – do not want to measure effect of matching
variables
Presentation next week
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Friend controls
Advantages
• good matching for social factors
• can be quick and efficient
• validity in food poisoning investigations
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Friends controls
Disadvantages
• Co-operation may be limited (concern about giving out names)
• if exposure same as in cases, may not detect causal association = Overmatching
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Neighbourhood controls
Advantages• no need for population register• similar socio- economic status
Disadvantages • low co-operation • may be time consuming and expensive• might be too similar to cases
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Hospital controls
Advantages • useful if all cases identified from hospital register• easily identified • cost and time efficient
Disadvantages• different catchments for different diseases • overmatching on exposures for other diseases
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Sample size
• Often limited by number of cases available
• Unusual to select more than 2-3 controls/case
• Little extra power beyond this number
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Controls may not be easy to find
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Source population
Residents of Cornwall aged above 15 yearsduring May 2004 who have not recently travelled abroad
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Which reference group ?
You are in charge of the case control study
What is your control definition? How would you select them?
No population register or list is available Please discuss with your neighbourhood
control
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Some common questions
• Non-cases as controls
• Asymptomatic cases
• Immune populations
• 100% exposure
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Non-cases as controls
If attack rate high • high risk that non-cases do not represent
exposures in source population
If attack rate low • low risk that non-cases do not represent
exposures in source population • can use as controls
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Non-cases as controls
High attack rate
Cases
Non- cases
start end
Sourcepopn
Low attack rate
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Asymptomatic cases
• Does it matter if we fail to identify mild cases? • Analogous to non-response• Example: 40 cases, 40 controls
Cases Controls
Exposed 20 10
Not exposed 20 30
OR = 20.30/20.10 = 3.0
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Asymptomatic cases
• If we only identify half the cases and % exposure is the same
Cases Controls
Exposed 10 10
Not exposed 10 30
OR = 30.10/10.10= 3.0
No bias
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Immune subjects
• Not eligible as cases • So not in source population • Difficult to identify • May have been cases in past • May have similar level of exposure to risk factor
as current cases in study • Bias in OR towards 1 (null value)
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100% exposure
• What if close to 100% of population exposed?
• e.g. foodborne disease outbreaks where little choice in menu
• Try to measure dose response • Reference group lowest level of exposure
(case study to come)
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Key points in choosing controls
• Define source population
• Aim for representative sample
• Review pros and cons of available options
• Plan to minimise bias, taking account of resources and urgency
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Be prepared to defend your choice…
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…and
do the study!
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References
• Rothmann KJ, Greenland S. Modern epidemiology. Lippincott-Raven 1998.
• Hennekens CH, Epidemiology in Medicine. Lippincott-Williams and Wilkins 1987.
• Gregg MB. Field epidemiology. Oxford University Press 1996.
• Wacholder S, McLaughlin JK, Silverman DT, Mandel JS. Selection of controls in case control studies I-III. Am J Epidemiol 1992; 135: 1019-50.
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Although preferable to do a cohort study, you are short of staff to do the investigation and you decide to do a case control study using 200 controls from the same factory
How would you select the 200 controls?
Volvo factory, Sweden3000 employees 200 cases of gastroenteritis