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Andrew Bateman PhD MCSP
Director of Research, Oliver Zangwill Centre for
Neuropsychological Rehabilitation
Clinical Lead for NeuroRehab in CCS
Affiliated Lecturer, Dept of Psychiatry,
University of Cambridge
NHS East of England CARA Post-Doctoral Fellow
NIHR CLAHRC for
Cambridgeshire & Peterborough
Community Rehab Use of the
EQ5D-5L: disordered thresholds
and DIF identified using Rasch
Collaboration for Leadership in Applied Health Research and Care
Innovation by Design
CCGs now responsible for commissioning
services, to include outcomes in contract?
The EQ5D-5L
Describes a health
state “today”
Health related quality
of life
Health economics
Also an overall health
“thermometer”
Collaboration for Leadership in Applied Health Research and Care
Demographics of the first 2000:
Group 1 2 3 .
N 299 882 725
Age 48 (17-60) 72 (61-80) 86 (81-102)
Gender %M 44 41 34
Collaboration for Leadership in Applied Health Research and Care
Collaboration for Leadership in Applied Health Research and Care
Collaboration for Leadership in Applied Health Research and Care
Threshold map for rescored data, including the VAS
Usual activities
Usual activities
Collaboration for Leadership in Applied Health Research and Care
Collaboration for Leadership in Applied Health Research and Care
Collaboration for Leadership in Applied Health Research and Care
Clinical and Management
questions
• Am I wasting time * asking pointless questions?
*patient and staff
• Am I detecting the things I need to detect?
• Q (as per Wade’s comments)
• I (advances need translating)
• P (time)
• P (performance)
Collaboration for Leadership in Applied Health Research and Care
A nuanced analysis is needed. Note that some people in rehab deteriorate:
This is expected because of e.g., increased insight, or because
they have a Health condition that is indeed fluctuating.
Also see Kahn et al 2007, Valderas et al 2011
Future analyses
Exploring datasets – fit to rasch model?
RMSEA for large datasets
Locality differences, link to staffing density?
Comparison between health conditions
Repeated measurement data calibrated for
age effects
Automate analysis into performance
dashboard
Refs http://www.scoop.it/t/eq-5d
Collaboration for Leadership in Applied Health Research and Care
So problem #1 is that we haven’t
really sorted out outcome
measurement (yet)
Importance of proms
Importance of prems
Importance of data collation system in CR
EMPHASISED in the NHS Outcomes Framework
but analysis approach not established
Need for ongoing collaborations with
psychometric and statistical colleagues
Collaboration for Leadership in Applied Health Research and Care
Conclusion
Some problems (with bias and thresholds)
but good targetting
Generic PROMS like EQ5D useful for
thinking about prioritising services to
meet needs of patients
Collaboration for Leadership in Applied Health Research and Care
Thank you for your attention!
Andrew.bateman@ozc.nhs.uk
www.ozc.nhs.uk
When shall we meet next?
Society for Research in Rehabilitation www.srr.org.uk
OZC Anniversary Conference 5 July 2013, Newmarket
WFNR, Maastricht, 8 July 2013
WFNR, Cyprus, July 2014
OZC training events – see flyer – get on distribution list
Keep in touch!
Twitter @ozcboss
LinkedIn
Cost of rehab and
a measurement fallacy
http://www.rasch.org/memo50.htm
Bateman srr eq5_d_in communityrehab

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Bateman srr eq5_d_in communityrehab

  • 1. Andrew Bateman PhD MCSP Director of Research, Oliver Zangwill Centre for Neuropsychological Rehabilitation Clinical Lead for NeuroRehab in CCS Affiliated Lecturer, Dept of Psychiatry, University of Cambridge NHS East of England CARA Post-Doctoral Fellow NIHR CLAHRC for Cambridgeshire & Peterborough Community Rehab Use of the EQ5D-5L: disordered thresholds and DIF identified using Rasch Collaboration for Leadership in Applied Health Research and Care Innovation by Design
  • 2. CCGs now responsible for commissioning services, to include outcomes in contract?
  • 3. The EQ5D-5L Describes a health state “today” Health related quality of life Health economics Also an overall health “thermometer” Collaboration for Leadership in Applied Health Research and Care
  • 4. Demographics of the first 2000: Group 1 2 3 . N 299 882 725 Age 48 (17-60) 72 (61-80) 86 (81-102) Gender %M 44 41 34 Collaboration for Leadership in Applied Health Research and Care
  • 5. Collaboration for Leadership in Applied Health Research and Care
  • 6. Collaboration for Leadership in Applied Health Research and Care
  • 7. Threshold map for rescored data, including the VAS Usual activities Usual activities Collaboration for Leadership in Applied Health Research and Care
  • 8. Collaboration for Leadership in Applied Health Research and Care
  • 9. Collaboration for Leadership in Applied Health Research and Care
  • 10. Clinical and Management questions • Am I wasting time * asking pointless questions? *patient and staff • Am I detecting the things I need to detect? • Q (as per Wade’s comments) • I (advances need translating) • P (time) • P (performance) Collaboration for Leadership in Applied Health Research and Care
  • 11. A nuanced analysis is needed. Note that some people in rehab deteriorate: This is expected because of e.g., increased insight, or because they have a Health condition that is indeed fluctuating. Also see Kahn et al 2007, Valderas et al 2011
  • 12. Future analyses Exploring datasets – fit to rasch model? RMSEA for large datasets Locality differences, link to staffing density? Comparison between health conditions Repeated measurement data calibrated for age effects Automate analysis into performance dashboard Refs http://www.scoop.it/t/eq-5d Collaboration for Leadership in Applied Health Research and Care
  • 13. So problem #1 is that we haven’t really sorted out outcome measurement (yet) Importance of proms Importance of prems Importance of data collation system in CR EMPHASISED in the NHS Outcomes Framework but analysis approach not established Need for ongoing collaborations with psychometric and statistical colleagues Collaboration for Leadership in Applied Health Research and Care
  • 14. Conclusion Some problems (with bias and thresholds) but good targetting Generic PROMS like EQ5D useful for thinking about prioritising services to meet needs of patients Collaboration for Leadership in Applied Health Research and Care
  • 15. Thank you for your attention! Andrew.bateman@ozc.nhs.uk www.ozc.nhs.uk When shall we meet next? Society for Research in Rehabilitation www.srr.org.uk OZC Anniversary Conference 5 July 2013, Newmarket WFNR, Maastricht, 8 July 2013 WFNR, Cyprus, July 2014 OZC training events – see flyer – get on distribution list Keep in touch! Twitter @ozcboss LinkedIn
  • 16. Cost of rehab and a measurement fallacy