prospective analysis of clinical outcome: influence on surgical professional development professor...
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Prospective Analysis of Clinical Outcome: Influence on Surgical Professional Development
Professor MJ Underwood
Division of Cardiothoracic Surgery,
Chinese University of Hong Kong,
Prince of Wales Hospital,
Hong Kong
Questions
What is Professional Development ?
How does it relate to Clinical Outcomes ?
How does it relate to a National Database?
High Quality Patient Care = Quality Assurance Programme in Cardiac Surgery
AIM :
Provide ‘safest’ journey for the patient during their hospital stay with ‘acceptable’ outcome defined by international standards.
Quality Assurance Components
Quality Assurance Programme
Institutional Process
Patient Outcome (results)
Appropriate Care
Patient Satisfaction
Fiscal Responsibility
Audit,Multidisciplinary Mortality and Morbidity Meetings
Multidisciplinary Case Conferences, Audit
Audit
Audit
Audit
ESSENTIAL: Quality Assurance Components
Practical Factors
Local Data Collection– Internal/External Validation
National Data Collection– Internal/External Validation– Data Confidentiality/Safeguards
International Data Comparison– Calibration, Comparison
Personal/Surgical Factors
Commitment Culture Consistent
CPD=High Quality Care=Quality Assurance=Data Collection =Data Analysis
How do we collect data ?
How do we analyze data ?
High Quality Care
Data Collection
Data Analysis
DATA COLLECTION: Surgical Perspectives
Accurate Validated
– Internal/External
Available for Analysis– ‘real-time’ for risk monitoring
Internationally Compatible Security
Influencing Events
1994-96 Senior Registrar Bristol Royal Infirmary
1997 Fontan Scholarship Brussels
1999-2002 Consultant/Senior Lecturer Bristol Heart Institute
1995 External Review
1998 GMC Enquiry
2001 Public Enquiry
Senior Lecturer/Consultant (1999-On)– Audit Lead Cardiac Services– Clinical Governance Lead– R and D Quality Assurance Lead
Consolidating Data Collection and Reporting
Contribution to CEPOD Public Presentation of Results External Validation of BRI Data
Collection Development of Sub-Specialist
Databases
Saturday 27 June 1998
BMJ
All changed, changed utterly
British medicine will be transformed by the Bristol case
Richard smith, Editor
Prospective Analysis of Clinical Outcome: Where are we in Hong Kong ?
Institution of Computerized Data Collection and Analysis System
– Automated demographic data
Data Input at ‘point of clinical care’
Dedicated Database Manager– Accuracy, validation processes
Direct Comparison of Risk Scoring Systems: Testing
Receiver Operating Characteristic (ROC) Curves– Area represents probability that risk predictor accurately
discriminates between death and survival– Area of 1 = Perfect– Closer to 1 better, Closer to 0.5 less accurate
Calibration Plots– Plot observed vs expected events in calibration plot– Chi-squared value used as measure of accuracy of
matching
Validation of Euroscore in Hong Kong%
Tru
e po
sitiv
es
% False positives
0
20
40
60
80
100
0 10 20 30 40 50 60 70 80 90 100
ROC Area 0.819: modified Euroscore
ROC Curve for PWH Manual Euroscore
% T
rue
posi
tives
% False positives
0
20
40
60
80
100
0 10 20 30 40 50 60 70 80 90 100
ROC Area 0.823: logistic Euroscore
Influence of Risk-Stratified Data Analysis on Professional
Development.
Monitor actual mortality and morbidity vs predicted– Essential for Quality Assurance Progamme
Compare with International Data
Patient status at discharge RA-CUSUM (modified Euroscore)
Actual
Expected
Deaths
Years
0
5
10
15
2005 2006
Comparison of Risk-Profiles: East vs West !
But:– Does risk-validation hold for sub-groups ?
– Is there a need for ‘population specific’ risk assessment
A National Database :Unique Practical Challenges from a Surgeon
Differing data collection mechanisms– How merge ?
Accuracy and validity– What infrastructure ?
Security– Who see’s the data ?
Data Analysis– Who analyses the data?
Presentation and Publication– Who ?
Professional Development/Clinical Outcome/National Database: Summary
Inter-related– inseparable
Inevitable– ‘consumer’/provider
driven
Irreversible– USA, UK, Europe