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Use of Whole Population Registers:
Advantages and Disadvantages
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Problems in Observational Studies
Who gets included? Who gets lost? How to ensure completeness of recruitment? How to standardise assessment? How to collect routinely gathered data fit for purpose? Source of control group(s)?
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Threats Internal validity External validity
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Problem with: ‘my clinical series’
Who are your patients? Which patients could you have included? Which patients have you lost And why?
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Issue of Catchment population
Your area Your Clinic
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Issue of Catchment population
Other clinics Your area Your Clinic
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Issue of Catchment population
Your area Your Clinic Other Clinic
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Issue of Catchment population
Your area Your Clinic Other Clinic ???
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Issue of Catchment population
Your area Your Clinic ??? Other Clinic
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Does it matter May or may not? Selection factors related to:
Disease severity Access Costs Education Co-morbidity Waiting time etc
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Who gets lost: The issue of left censorship
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Recruiting patients from clinic
2007 2001
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Recruiting patients from clinic:
Attenders between January 2003 and December 2004 2007 2001
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Recruiting patients from clinic:
Attenders between January 2003 and December 2004 2007 2001
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Recruiting patients from clinic:
Attenders between January 2003 and December 2004 2007 2001
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Recruiting patients from clinic:
Attenders between January 2003 and December 2004 2007 2001
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Recruiting patients from clinic:
Attenders between January 2003 and December 2004 ? Died ? Remitted ? Lost hope 2007 2001
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What is the message? Recruiting current attenders is biassed towards:
Survivors Continuing problems Specific socio-economic groups Treatment responders/non-responders People who like you!
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Ideal Whole population Captured at time of onset (inception cohort)
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How to ascertain cases from whole population?
Fix population: Health plan coverage Other special group (eg Nurses) Geographical (beware of selection factors for 1 and 2)
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Tertiary Care Secondary Care Primary Care Self Care
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Threshold vary: Disease severity Socio-economic/education
Availability of care Psychological factors
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Minimum entry severity point has to be primary care BUT
Still legitimate to use other cut offs if external validity
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Choices for ascertainment
Detect diagnosed cases based on database search and chart review Administrative database (eg Pharmex, GPRD) Institutional database (eg Mayo Clinic) Set up prospective system
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Use of diagnosed cases Cheap Quick
Will allow retrospective recruitment Not relying on compliance
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Prospective system Accuracy of data Reliability of data
Timeliness of data Build in appropriate follow up ?consent/ethics
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Attrition: Losses from cohort
Why: Die Get better Deteriorate (DNA) Lose interest Change doctor Move
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In practice: Losses from cohort are greater threat to
validity that failure to recruit
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Minimise attrition Engaging subjects with research
Frequent contact Feedback Consent Baseline data on key informants Consent to access medical and other records Linkage to other datasets Subjects do opt in
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