Use of Whole Population Registers: Advantages and Disadvantages.
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Transcript of Use of Whole Population Registers: Advantages and Disadvantages.
Use of Whole Population Registers:
Advantages and Disadvantages
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)?
Threats
• Internal validity
• External validity
Problem with:‘my clinical series’
• Who are your patients?
• Which patients could you have included?
• Which patients have you lost– And why?
Issue of Catchment population
Your area
Your Clinic
Issue of Catchment population
Your area
Your Clinic
Other clinics
Issue of Catchment population
Your area
Your Clinic
Other Clinic
Issue of Catchment population
Your area
Your Clinic
Other Clinic ???
Issue of Catchment population
Your area
Your Clinic
Other Clinic???
Does it matter
• May or may not?
• Selection factors related to:– Disease severity– Access– Costs– Education– Co-morbidity– Waiting time etc
Who gets lost:The issue of left censorship
2001 2007
Recruiting patients from clinic
2001 2007
Recruiting patients from clinic:
Attenders between January 2003 and December 2004
2001 2007
Recruiting patients from clinic:
Attenders between January 2003 and December 2004
2001 2007
Recruiting patients from clinic:
Attenders between January 2003 and December 2004
2001 2007
Recruiting patients from clinic:
Attenders between January 2003 and December 2004
2001 2007
Recruiting patients from clinic:
Attenders between January 2003 and December 2004
? Died
? Remitted
? Lost hope
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!
Ideal
• Whole population
• Captured at time of onset (inception cohort)
How to ascertain cases from whole population?
Fix population:
1. Health plan coverage
2. Other special group (eg Nurses)
3. Geographical
(beware of selection factors for 1 and 2)
Self Care
Primary Care
Secondary
Care
Tertiary Care
Threshold vary:
• Disease severity
• Socio-economic/education
• Availability of care
• Psychological factors
Minimum entry severity point has to be
primary care
BUT
Still legitimate to use other cut offs if external validity
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
Use of diagnosed cases
• Cheap
• Quick
• Will allow retrospective recruitment
• Not relying on compliance
Prospective system
• Accuracy of data
• Reliability of data
• Timeliness of data
• Build in appropriate follow up
• ?consent/ethics
Attrition:Losses from cohort
Why:
• Die
• Get better
• Deteriorate (DNA)
• Lose interest
• Change doctor
• Move
In practice:
Losses from cohort are greater threat to
validity that failure to recruit
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