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Back pain Outcomes using Longitudinal Data (BOLD): Lessons for LIRE (and Other Pragmatic Trials) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Professor of Radiology and Neurological Surgery Adjunct Professor Health Services and Pharmacy Director, Comparative Effectiveness, Cost and Outcomes Research Center (CECORC) University of Washington

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Page 1: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Back pain Outcomes using Longitudinal Data (BOLD):

Lessons for LIRE (and Other Pragmatic Trials)

Jeffrey (Jerry) Jarvik, M.D., M.P.H.Professor of Radiology and Neurological Surgery

Adjunct Professor Health Services and Pharmacy

Director, Comparative Effectiveness, Cost and

Outcomes Research Center (CECORC)

University of Washington

Page 2: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Disclosures• Physiosonix (ultrasound company)

– Founder/stockholder• Healthhelp (utilization review)

– Consultant• Evidence-based Neuroradiology (Springer)

– Co-Editor

• AHRQ: R01 HS019222-01

•NIH 1UH2AT007766-01

Acknowledgements-BOLD

Page 3: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Key PeopleUW

• Jerry Jarvik, MD,MPH- PI• Katie James, PA-C, MPH-Proj

Dir• Bryan Comstock, MS- Biostats• Nick Anderson, PhD-

Biomedical Informatics• Brian Bresnahan, PhD- Health

Economist• Patrick Heagerty, PhD- Biostat• Judy Turner, PhD-

Psychologist/Pain expert

Non-UW• Rick Deyo, MD, MPH-OHSU• Dan Cherkin, PhD-GHRI• Heidi Berthoud MPH- GHRI• Safwan Halabi, MD-HFHS• Dave Nerenz, PhD- HFHS• Dave Kallmes, MD- Mayo• Jyoti Pathak, PhD- Mayo• Patrick Luetmer, MD- Mayo• Andy Avins, MD MPH-KPNC

Page 4: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Inappropriate Imaging• 30-40% of imaging studies in the

U.S. may be inappropriatePicano E. Sustainability of medial imaging. BMJ. 2004;328:578-580

Page 5: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Background and Rationale• Lumbar spine imaging frequently

reveals incidental findings• These findings may have an

adverse effect on:–Subsequent healthcare utilization–Patient health related quality of life

Page 6: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Prevalence of Disc Degeneration in Normals

Modality Author/ Year

Age Range

Prev

MR Boden/ 1990

20-60 60-80

44% 93%

MR Stadnik/ 1998

17-60 61-71

52% 80%

MR Weishaupt/ 1998

20-50 72-100%

MR Jarvik/ 2001

35-70 91%

Page 7: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Disc Degeneration

Page 8: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Back pain Outcomes using Longitudinal Data (BOLD)

• CER for seniors with back pain• AHRQ funded- part of $1.1 billion

American Recovery and Reinvestment Act (ARRA)

Page 9: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

BOLD CHOICE (Clinical and Health Outcomes Initiative in CE)

• Overall goal: establish registry to evaluate effectiveness, safety, and cost-effectiveness of interventions for pts > 65 with back pain

• Setting: HMO Research Network• Sites

– Kaiser Northern CA: Andy Avins– Henry Ford Health System Detroit: Dave Nerenz– Harvard Pilgrim/Vanguard Boston: Srdj Nedeljkovic

Page 10: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

BOLD CHOICE: 3 Aims1. Establish BOLD registry2. Conduct observational cohort

study of early imaging3. Conduct RCT of epidural steroid

injections plus local anesthetic (LA) vs. LA alone

Page 11: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

BOLD Aim 1: Registry Measures• 1) Roland-Morris Questionnaire• 2) 0-10 pain NRS-avg pain past 7d• 3) pain interference with activity (BPI)• 4) patient expectation re recovery• 5) PHQ-4 Depression/Anxiety• 6) EQ-5D• 7) Brief fall screen

Page 12: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

BOLD Aim 2: Early Imaging Cohort• Observational cohort • Compare early to no early imaging in

elderly with new visit for LBP • Outcomes: Disability (RMDQ), pain,

subsequent resource utilization• Propensity score matching to control for

variables that affect receiving imaging

Page 13: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

BOLD Aim 2: Early Imaging Cohort• Observational cohort • Compare early to no early imaging in

elderly with new visit for LBP • Outcomes: Disability (RMDQ), pain,

subsequent resource utilization• Propensity score matching to control for

variables that affect receiving imaging

Page 14: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Lumbar Imaging with Reporting of Epidemiology (LIRE) Proposed Study Flow

Primary Care Clinics With LBP Patients

Randomize Clinics

Macro with prevalence info

Outcomes Assessment-

Resource Utilization

No macro with prevalence info

Outcomes Assessment-

Resource Utilization

Page 15: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

LIRE Primary Aim• To determine whether inserting age-

specific prevalence of imaging findings among asymptomatic subjects into lumbar spine imaging reports decreases back-related interventions (imaging, injections, surgeries, etc.) over the subsequent year

Page 16: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

GHC Test Template

Page 17: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Intervention Text

Page 18: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Stepped Wedge Design

Page 19: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Stepped Wedge Design

• A one-way cluster, randomized crossover design

• Temporally spaces the intervention • Assures that each participating clinic

eventually receives the intervention• Within site comparison controls for

between site differences (eg- CPT coding)

Page 20: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

LIRE Sites• Kaiser Permanente

Northern California

– Andy Avins, MD MPH

• Henry Ford Health System– Safwan Halabi, MD

• Group Health Research Institute/GHC– Dan Cherkin, PhD

• Mayo Clinic Health System– Dave Kallmes, MD

Page 21: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Site CharacteristicsSite #

Primary Care

Clinics

# PCPs # Patients # Back Pain Visits (2011)

# L-spine

Imaging exams

Kaiser PNCA 17 1096 2,430,000 149,300 44790Henry Ford 26 230 187,000 23,900 7170Group Health 24 303 347,000 37,700

11310Mayo Clinic 61 269 1,500,000 106,700 32010Total 128 1,898 4,464,000 317,600 95,280

Page 22: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

LIRE Aims/Working Groups and Leaders1. Refinement of benchmark text

Jerry Jarvik, MD MPH2. Implementation of cluster randomization

Bryan Comstock, MS3. Spine intervention intensity measure

Brian Bresnahan, PhD4. Electronic data capture

Nick Anderson, PhD5. IRB, Protocols, Subcontracts

Katie James, PA, MPH

Page 23: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

LIRE Aims/Working Groups and Leaders1. Refinement of benchmark text

Jerry Jarvik, MD MPH2. Implementation of cluster randomization

Bryan Comstock, MS3. Spine intervention intensity measure

Brian Bresnahan, PhD4. Electronic data capture

Nick Anderson, PhD5. IRB, Protocols, Subcontracts

Katie James, PA, MPH

Page 24: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

LIRE Aim 3• Develop/validate a composite

measure of spine intervention intensity-a single metric of overall intensity of resource utilization for spine care

Page 25: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Aim 3 Progress• Working with site programmers to

pull CPT data• Already established data pulls for 2

sites• Constructed density plots of CPT

–For QC checks–Compare site use of codes

Page 26: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back
Page 27: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

BOLD: CPT Code Frequencies By SiteSite 1Site 2Site 3

Page 28: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

BOLD: Density Plot of Radiology CPT Code Frequencies By Site for QC

Site 1Site 2Site 3

Page 29: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

BOLD: Density Plot of Surgery CPT Code Frequencies By Site

Site 1Site 2Site 3

Page 30: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Aim 3 (cont.)• Converted CPT codes to RVUs as

our primary metric of back-related utilization–Used total RVU (tech + pro)–Did not use geographic adjuster–Use 2012 values using CMS look-up

files

Page 31: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Converting CPTs to RVUs

• Validate CPT conversion by directly pulling RVUs from one site

Page 32: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back
Page 33: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Example RVU ValuesHCPCS DESCRIPTION TOTAL 2012

RVUs72100 X-ray exam of

lower spine1.07

99214 Office/outpatient visit level 4

2.26

72131 CT lumbar spine w/o dye

6.27

72148 MRI lumbar spine w/o dye

11.31

63047 Laminectomy 32.89

Page 34: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

CPT Proportion of RVUs

0.00%

2.00%

4.00%

6.00%

8.00%

10.00%

12.00%

99214 99233 99223 99213 99285 72148 99215 G0202

Site 1Office level IV

Subsequent hospital care

Initial hospital care Office

level III

ED visit MR Lspine

Office level V

Screening mammo

dig

Page 35: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back
Page 36: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Challenges• CPT counts seem to differ by site

– Step wedge design helps to address this since before-after comparison is within site

– Using only back-related RVUs improves accuracy/reliability using algorithm developed by Martin et al at Dartmouth

• Different pharmacy data systems (e.g. not all sites have Rx filled data)– Within-system comparisons will be valid

Page 37: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Challenges• System differences will always be present

in large pragmatic trials• When do pragmatic trials become meta-

analysis of parallel trials?

Page 38: Back pain Outcomes using Longitudinal Data (BOLD ... Slides...MR Stadnik/ 1998 17-60 61-71 52% 80% MR Weishaupt/ 1998 20-50 72-100% MR Jarvik/ 2001 35-70 91% Disc Degeneration Back

Key People to ThankUW

• Katie James, PA-C, MPH-Proj Dir

• Bryan Comstock, MS- Biostats• Nick Anderson, PhD-

Biomedical Informatics• Brian Bresnahan, PhD- Health

Economist• Patrick Heagerty, PhD- Biostat• Judy Turner, PhD-

Psychologist/Pain expert

Non-UW• Rick Deyo, MD, MPH-OHSU• Dan Cherkin, PhD-GHRI• Heidi Berthoud. MPH- GHRI• Safwan Halabi, MD-HFHS• Dave Nerenz, PhD- HFHS• Dave Kallmes, MD- Mayo• Jyoti Pathak, PhD- Mayo• Patrick Luetmer, MD- Mayo• Andy Avins, MD MPH-KPNC