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NHS experience with the EQ-5D as an
          Outcome Measure
                         Professor Nancy J Devlin

       Patient-Reported Outcome Measurement in Alberta:
                Potential of the EQ-5D Symposium
Health Quality Council of Alberta, the Institute of Health Economics and Alberta
                                Health Services
                  Canmore, Canada • 18 -19 October 2012
Content
1. Use of the EQ-5D in the NHS
2. The NHS PROMs programme and rationale
3. Recent and planned developments
4. Analysing EQ-5D data: profiles, index-weighted
   profiles and EQ-VAS
5. What insights have been generated?
6. Who uses the data and how?
7. What is the value of routine outcomes
   measurement?
1. The use of the EQ-5D in the NHS
• EQ-5D is the instrument recommended by NICE for
  use in evidence submitted to its HTA process
  • Informs decisions about reimbursement and (under
    VBP) pricing of new technologies
• EQ-5D is included in population health surveys
  • Informs ‘needs based’ allocations of budgets between
    regions
• EQ-5D is included in the NHS PROMs programme
  • Multiple uses of these data e.g.. assessing provider
    performance
2. The NHS PROMS programme
Background
• Concerns about productivity in the NHS
• Increased emphasis on patient choice
   • but little information available for patients about
     provider performance in terms of patient health
• Prospective reimbursement for providers intended to
  promote technical efficiency
   • but the incentives focused on activity, not outcomes.
• Concerns about effectiveness and cost effectiveness in the
  NHS
   • especially relevant in a period of fiscal restraint
   • disparity between HTA processes and knowledge about
     extant services
Why PROMs?
• Patients’ own assessment of their health
  “The use of PRO instruments is part of a general movement toward
  the idea that the patient, properly queried, is the best source of
  information about how he or she feels”. [FDA 2006]
• PROMs put patient’s views at the heart of NHS decision making
     “If quality is to be at the heart of everything we do, it must be
     understood from the perspective of the patient.”

• Patients welcome being asked/involved; avoidance of observer
  bias; increases public accountability
• Appropriate for most health care, as patients seek
   • Reduction in symptoms
   • Reduction in disability
   • Improvements in quality of life
The PROMs programme
• From 2009: routine collection of generic (EQ-5D) and disease
  specific PROMs via paper and pencil questionnaires
• In hospital at pre-surgery; by post 3 (or 6) months after surgery
• A contractual obligation for providers of NHS care to collect these
  data
• Provide ‘snapshots’ of patients self-reported health before and
  after treatment; observed changes in health used to explore
  differences in provider performance.
• 4 elective procedures: hip and knee surgery; hernia repair; varicose
  veins.
• These procedures were selected on the basis of:
   – High volume procedures
   – Significant resource cost
   – Potential variation in quality
• Survived a change of Government
 • Central to continued efforts to
   improve effectiveness and cost
   effectiveness of NHS services


“Information generated by patients themselves will be
critical…and will include wider use of effective tools like Patient
Reported Outcome Measures (PROMs)…At present, PROMs,
other outcome measures …are not used widely enough. The
Department …will extend PROMs across the NHS wherever
practicable”
Participation rates
   • As at August 2012, over 510,000 pre-operative questionnaires have been
     completed, which is around 70% of all eligible activity.

   • As at August 2012, over 330,000 post-operative questionnaires have been
     returned. Response rates are usually around 80%.

            Procedure                Pre-operative    Post-operative
                                     questionnaires   questionnaires
                                     completed        returned
            Groin Hernia Repair     119,000           76,000
            Hip Replacement         163,000           111,000
            Knee Replacement        185,000           125,000
            Varicose Vein Surgery   44,000            25,000
3. Recent and planned developments
Recent developments
New arrangements for data collection
   • Shift away from central data collection, to collection/reporting of PROMs via a
     Framework
   • Aims to make ensure data collection efficient as possible.
   • Four suppliers currently on the Framework, pre-approved by DH
   • Providers can choose which to use.
   • Allows local innovation e.g. electronic data capture

PROMs data ‘clearing house’.
   • Single landing point for PROMs data from multiple sources.
   • Multiple functions:
       • Linkage to HES and/or other clinical datasets ; case-mix adjustment; scoring
         of PROMs measures; publish official statistics; data release to providers.

Open access to patient-level anonymised data
Recent developments
Extensions in coverage: PROMs included in the GP
patient survey.
Changes in PROs: shift to the EQ-5D-5L
Case mix adjustment methodology developed
  • Crucial to ensure that between-provider comparisons
    reflect differences in performance, not factors outside
    the hospitals’ control.
Planned developments
• Extension of PROMs into a wide range of areas, including:
   • Coronary revascularisation; Muscular skeletal; Cancer
     survivorship; Cosmetic surgery
   • Can data collection be extended to privately-financed
     services?

• Development of a new Outcomes and Experience
  questionnaire (OEQ)

• Pilots about to complete and possible roll out of PROMs
  in long term conditions:
   • egg. asthma, diabetes, stroke, COPD, depression
4. Analysing EQ-5D data:
profiles, index-weighted profiles
            and EQ-VAS
EQ-5D profile
Profiles – distributions
Profiles – categorising change




   Feng, Parkin, Devlin (2012) Assessing the performance of the EQ-VAS in the NHS PROMs
   programme, OHE Research Paper 12/01.
Hospital performance by profile dimension



                                                                                  Usual activities




                                                                                  Pain/discomfort




 Gutacker N, Bojke C, Daidone S, Devlin N, Street A. (2012) Analysing hospital variations in health outcome at the
 level of EQ-5D dimensions. Research Paper No. 74, Centre for Health Economics, University of York.
Index weighted profiles
 • In cost effectiveness analysis, patients’ profiles assigned QoL
   ‘weights’: EQ Index
    • Reflect preferences (‘utilities’) of the general public
      obtained using stated preference methods.
    • Normative judgement – allocation of taxpayer resources
 • Do the same arguments apply to PROMs?
 • There is no ‘neutral’ way to summarise profiles
 • Each value set will have its own properties
 • Can bias statistical inference.
 Parkin D, Rice N, Devlin N. (2010) Statistical analysis of EQ-5D profiles: does the use of value sets bias
 inference? Medical Decision Making (forthcoming).
• EQ-VAS
EQ-VAS and EQ Index distributions




  Feng, Parkin, Devlin (2012) Assessing the performance of the EQ-VAS in the NHS PROMs programme, OHE
  Research Paper 12/01.
3. What insights have been generated?
Hip replacement: variations in performance (OHS)
Hip replacement: variations in performance (∆ QALYs)
Cost/QALY (£000)




                          0
                              1
                                  2
                                      3
                                                     5
                                                             6
                                                                 7
                                                                     8
                                                                         9




                                            4
                      1
                      4
                      7
                     10
                     13
                     16
                     19
                     22
                     25
                     28
                     31
                     34
                     37
                     40
                     43
                     46
                     49
                     52
                     55
                     58
                     61
                     64
                     67
                     70
                     73



Ordered hospitals
                     76
                     79
                     82
                                                                                             adjusted, upper/lower 95% CI




                     85
                     88
                     91
                     94
                     97
                    100
                    103
                    106
                    109
                    112
                                                                             NHS hospitals: Cost per QALY: Degradation in health, case mix




                    115
                    118
                    121
                    124
                    127
                    130
                    133
                    136
The variation in NHS hospitals’ cost per QALY is closely related to variations in unit costs; a
much smaller proportion of the variation in cost per QALY is explained by variations in QALYs
(R2=0.17).
Key insights
• There is considerable variation between providers
  performance in improving patient health
• The variation does not seem to be related to variations in
  provider cost
   • Implies that there is scope for providers to improve performance in
     improving patient health, without increasing costs.
   • Key to this is learning what it is that high performing providers are
     doing well (and poor performers are not).


• Patients who are 11111 before surgery
   • need for more consistent, explicit approach to referral decisions?
4. Who uses the data, and how do they
               use it?
• Providers are very active in accessing/using their
  own data
  • Monitoring clinical quality
  • Facilitates a dialogue between managers and clinicians
• Patients are not using the data
  • Less than 5% patients consult any information on
    provider performance before choosing their hospital
    (Dixon et al 2010).
  • More efforts required to understand how to present
    data in the most meaningful way for patients?
4. What is the value of routine
   outcomes measurement?
Clinical/hospital use of data   »»   Benchmarking against peers; admission criteria

Local public reporting          »»   Telling the story about performance

Quality measure in contracts    »»   Pay for performance

Patient choice                  »»   Choosing high quality providers; informed
                                     treatment choices
Resource                        »»   Allocate scarce resources more efficiently
allocation/productivity
measures
Tackling health inequalities    »»   Appropriate access for given needs

Regulation                      »»   Assessing minimum standards

National accounting             »»   Driving economy-wide productivity
                                     improvements
Outcomes Framework              »»   Holding the NHS to account
Resources on PROMs

 • University of Oxford website on PROM
   instruments
   http://phi.uhce.ox.ac.uk/perl/phig/phidb_search.pl
 • London School of Hygiene and Tropical Medicine
   website on PROMs-related papers and reports
   http://proms.lshtm.ac.uk/
 • NHS Information Centre website on PROMs data
   http://www.hesonline.nhs.uk/Ease/servlet/ContentServer
   ?siteID=1937&categoryID=1295

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NHS experience with the EQ-5D as an Outcome Measure

  • 1. NHS experience with the EQ-5D as an Outcome Measure Professor Nancy J Devlin Patient-Reported Outcome Measurement in Alberta: Potential of the EQ-5D Symposium Health Quality Council of Alberta, the Institute of Health Economics and Alberta Health Services Canmore, Canada • 18 -19 October 2012
  • 2. Content 1. Use of the EQ-5D in the NHS 2. The NHS PROMs programme and rationale 3. Recent and planned developments 4. Analysing EQ-5D data: profiles, index-weighted profiles and EQ-VAS 5. What insights have been generated? 6. Who uses the data and how? 7. What is the value of routine outcomes measurement?
  • 3. 1. The use of the EQ-5D in the NHS
  • 4. • EQ-5D is the instrument recommended by NICE for use in evidence submitted to its HTA process • Informs decisions about reimbursement and (under VBP) pricing of new technologies • EQ-5D is included in population health surveys • Informs ‘needs based’ allocations of budgets between regions • EQ-5D is included in the NHS PROMs programme • Multiple uses of these data e.g.. assessing provider performance
  • 5. 2. The NHS PROMS programme
  • 6. Background • Concerns about productivity in the NHS • Increased emphasis on patient choice • but little information available for patients about provider performance in terms of patient health • Prospective reimbursement for providers intended to promote technical efficiency • but the incentives focused on activity, not outcomes. • Concerns about effectiveness and cost effectiveness in the NHS • especially relevant in a period of fiscal restraint • disparity between HTA processes and knowledge about extant services
  • 7. Why PROMs? • Patients’ own assessment of their health “The use of PRO instruments is part of a general movement toward the idea that the patient, properly queried, is the best source of information about how he or she feels”. [FDA 2006] • PROMs put patient’s views at the heart of NHS decision making “If quality is to be at the heart of everything we do, it must be understood from the perspective of the patient.” • Patients welcome being asked/involved; avoidance of observer bias; increases public accountability • Appropriate for most health care, as patients seek • Reduction in symptoms • Reduction in disability • Improvements in quality of life
  • 8. The PROMs programme • From 2009: routine collection of generic (EQ-5D) and disease specific PROMs via paper and pencil questionnaires • In hospital at pre-surgery; by post 3 (or 6) months after surgery • A contractual obligation for providers of NHS care to collect these data • Provide ‘snapshots’ of patients self-reported health before and after treatment; observed changes in health used to explore differences in provider performance. • 4 elective procedures: hip and knee surgery; hernia repair; varicose veins. • These procedures were selected on the basis of: – High volume procedures – Significant resource cost – Potential variation in quality
  • 9. • Survived a change of Government • Central to continued efforts to improve effectiveness and cost effectiveness of NHS services “Information generated by patients themselves will be critical…and will include wider use of effective tools like Patient Reported Outcome Measures (PROMs)…At present, PROMs, other outcome measures …are not used widely enough. The Department …will extend PROMs across the NHS wherever practicable”
  • 10. Participation rates • As at August 2012, over 510,000 pre-operative questionnaires have been completed, which is around 70% of all eligible activity. • As at August 2012, over 330,000 post-operative questionnaires have been returned. Response rates are usually around 80%. Procedure Pre-operative Post-operative questionnaires questionnaires completed returned Groin Hernia Repair 119,000 76,000 Hip Replacement 163,000 111,000 Knee Replacement 185,000 125,000 Varicose Vein Surgery 44,000 25,000
  • 11. 3. Recent and planned developments
  • 12. Recent developments New arrangements for data collection • Shift away from central data collection, to collection/reporting of PROMs via a Framework • Aims to make ensure data collection efficient as possible. • Four suppliers currently on the Framework, pre-approved by DH • Providers can choose which to use. • Allows local innovation e.g. electronic data capture PROMs data ‘clearing house’. • Single landing point for PROMs data from multiple sources. • Multiple functions: • Linkage to HES and/or other clinical datasets ; case-mix adjustment; scoring of PROMs measures; publish official statistics; data release to providers. Open access to patient-level anonymised data
  • 13. Recent developments Extensions in coverage: PROMs included in the GP patient survey. Changes in PROs: shift to the EQ-5D-5L Case mix adjustment methodology developed • Crucial to ensure that between-provider comparisons reflect differences in performance, not factors outside the hospitals’ control.
  • 14. Planned developments • Extension of PROMs into a wide range of areas, including: • Coronary revascularisation; Muscular skeletal; Cancer survivorship; Cosmetic surgery • Can data collection be extended to privately-financed services? • Development of a new Outcomes and Experience questionnaire (OEQ) • Pilots about to complete and possible roll out of PROMs in long term conditions: • egg. asthma, diabetes, stroke, COPD, depression
  • 15. 4. Analysing EQ-5D data: profiles, index-weighted profiles and EQ-VAS
  • 18. Profiles – categorising change Feng, Parkin, Devlin (2012) Assessing the performance of the EQ-VAS in the NHS PROMs programme, OHE Research Paper 12/01.
  • 19. Hospital performance by profile dimension Usual activities Pain/discomfort Gutacker N, Bojke C, Daidone S, Devlin N, Street A. (2012) Analysing hospital variations in health outcome at the level of EQ-5D dimensions. Research Paper No. 74, Centre for Health Economics, University of York.
  • 20. Index weighted profiles • In cost effectiveness analysis, patients’ profiles assigned QoL ‘weights’: EQ Index • Reflect preferences (‘utilities’) of the general public obtained using stated preference methods. • Normative judgement – allocation of taxpayer resources • Do the same arguments apply to PROMs? • There is no ‘neutral’ way to summarise profiles • Each value set will have its own properties • Can bias statistical inference. Parkin D, Rice N, Devlin N. (2010) Statistical analysis of EQ-5D profiles: does the use of value sets bias inference? Medical Decision Making (forthcoming).
  • 22. EQ-VAS and EQ Index distributions Feng, Parkin, Devlin (2012) Assessing the performance of the EQ-VAS in the NHS PROMs programme, OHE Research Paper 12/01.
  • 23. 3. What insights have been generated?
  • 24. Hip replacement: variations in performance (OHS)
  • 25. Hip replacement: variations in performance (∆ QALYs)
  • 26. Cost/QALY (£000) 0 1 2 3 5 6 7 8 9 4 1 4 7 10 13 16 19 22 25 28 31 34 37 40 43 46 49 52 55 58 61 64 67 70 73 Ordered hospitals 76 79 82 adjusted, upper/lower 95% CI 85 88 91 94 97 100 103 106 109 112 NHS hospitals: Cost per QALY: Degradation in health, case mix 115 118 121 124 127 130 133 136
  • 27. The variation in NHS hospitals’ cost per QALY is closely related to variations in unit costs; a much smaller proportion of the variation in cost per QALY is explained by variations in QALYs (R2=0.17).
  • 28. Key insights • There is considerable variation between providers performance in improving patient health • The variation does not seem to be related to variations in provider cost • Implies that there is scope for providers to improve performance in improving patient health, without increasing costs. • Key to this is learning what it is that high performing providers are doing well (and poor performers are not). • Patients who are 11111 before surgery • need for more consistent, explicit approach to referral decisions?
  • 29. 4. Who uses the data, and how do they use it?
  • 30. • Providers are very active in accessing/using their own data • Monitoring clinical quality • Facilitates a dialogue between managers and clinicians • Patients are not using the data • Less than 5% patients consult any information on provider performance before choosing their hospital (Dixon et al 2010). • More efforts required to understand how to present data in the most meaningful way for patients?
  • 31. 4. What is the value of routine outcomes measurement?
  • 32. Clinical/hospital use of data »» Benchmarking against peers; admission criteria Local public reporting »» Telling the story about performance Quality measure in contracts »» Pay for performance Patient choice »» Choosing high quality providers; informed treatment choices Resource »» Allocate scarce resources more efficiently allocation/productivity measures Tackling health inequalities »» Appropriate access for given needs Regulation »» Assessing minimum standards National accounting »» Driving economy-wide productivity improvements Outcomes Framework »» Holding the NHS to account
  • 33. Resources on PROMs • University of Oxford website on PROM instruments http://phi.uhce.ox.ac.uk/perl/phig/phidb_search.pl • London School of Hygiene and Tropical Medicine website on PROMs-related papers and reports http://proms.lshtm.ac.uk/ • NHS Information Centre website on PROMs data http://www.hesonline.nhs.uk/Ease/servlet/ContentServer ?siteID=1937&categoryID=1295