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Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative Effectiveness, Cost and Outcomes Research Center Bryan A. Comstock, MS Operations Director, Center for Biomedical Statistics Brian Bresnahan, PhD Health Economist, Dept. of Radiology Nick Anderson, PhD Associate Director, Bioinformatic Core, ITHS

Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

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Page 1: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Lumbar Imaging with Reporting

of Epidemiology (LIRE)

Jeffrey (Jerry) Jarvik, M.D., M.P.H.

Director, Comparative Effectiveness, Cost and Outcomes Research Center

Bryan A. Comstock, MS

Operations Director, Center for Biomedical Statistics

Brian Bresnahan, PhD

Health Economist, Dept. of Radiology

Nick Anderson, PhD

Associate Director, Bioinformatic Core, ITHS

Page 2: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Key People UW

• Jerry Jarvik, MD, MPH- PI

• Katie James, PA-C, MPH-

Project Director

• Bryan Comstock, MS- Biostats

• Nick Anderson, PhD-

Bioinformatics

• 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

• Rene Hawkes- 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 3: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Disclosures

• Physiosonix (ultrasound company)

– Founder/stockholder

• Healthhelp (utilization review)

– Consultant

• Springer: Evidence-based Neuroradiology

– Co-Editor

• GE Healthcare: CER Advisory Board (past)

– Consultant

Page 4: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

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 5: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Prevalence of Disc

Degeneration s LBP 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 6: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Disc Degeneration in Asx

Page 7: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Conceptual Model

Diagnostic Test

Normal

TN: Reassurance

FN: False Reassurance

Abnormal

TP: Anxiety

FP (including incidental): Needless

Anxiety

Page 8: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Conceptual Model

Diagnostic Test

Normal

TN: Reassurance

FN: False Reassurance

Abnormal

TP: Anxiety

FP (including incidental): Needless

Anxiety

LIRE

target

Page 9: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Therapeutic Value of Diagnostic Test (Sox et al Ann Int Med 1981)

• Pts with non-cardiac chest pain

randomized to ECG+CPK vs. no tests

• Pts getting tests showed less short

term disability

• Conclusion: testing can directly

improve HRQOL via reassurance

Page 10: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Natural History of Low Back Pain

and Radiculopathy- Modic et al:

Radiology 2005: 235;297

• 246 subjects from primary care and ER

w/in 2 wks sx

–150 LBP / 96 radiculopathy

–Random allocation

• imaging info (115)

•no imaging info (131)

Page 11: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

SF-36 General Health

p=0.07 *p=0.001

Page 12: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Conclusion from Modic et al:

Radiology 2005

• Effect of imaging likely mediated

through anxiety produced by findings

• Testing can directly worsen HRQOL

Page 13: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Dx Testing Consequences

Diagnostic Test

Normal

TN: Reassurance (TVDT)

FN: False Reassurance

Abnormal

TP: Anxiety

FP (including incidental): Needless

Anxiety

Sox et al

Page 14: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Dx Testing Consequences

Diagnostic Test

Normal

TN: Reassurance (TVDT)

FN: False Reassurance

Abnormal

TP: Anxiety

FP (including incidental): Needless

Anxiety

Probability of any lumbar spine finding >90%

Sox et al

Modic et al

Page 15: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Martin Roland, Maurits van Tulder

Disc degeneration: Approximately

80%-100% of people without back

pain have this, so finding may not

be related to patient’s pain.

Page 16: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Lumbar Spine Macro The following findings are so common in people

without low back pain that while we report their

presence, they must be interpreted with caution and in

the context of the clinical situation (Reference-Jarvik et al,

Spine 2001):

Finding (prevalence in pts without low back pain)

Disc degeneration (91%)

Disc signal Loss (83%)

Disc height loss (56%)

Disc bulge (64%)

Disc protrusion (32%)

Annular fissure (38%)

Page 17: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Support for Clinical Decision Support

• Blackmore et al, JACR 2011

–Used evidence-based decision

support tool

–Showed sustained decrease of

• 23% for lumbar spine MR for LBP

• 23% for brain MRI for headache

• 27% for sinus CT

Page 18: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

LIRE Preliminary Data

• Starting 12/2005, we made the

macro available to insert into reports

• Arbitrary for which patients the macro

was incorporated

• 2/~10 attendings used the macro

• Not randomized, but arbitrary

Page 19: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Hypothesis • The benchmark information will

influence subsequent management

of primary care patients with LBP

–Fewer subsequent imaging tests

–Fewer referrals for minimally invasive

pain treatment

–Fewer referrals to surgery

–Less narcotic use

Page 20: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Results: Subsequent Imaging

Within 1 Yr (retrospective pilot)

p=0.14

OR*=0.22

1/71

12/166

* Adjusted for imaging severity

Page 21: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Results: Subsequent Narcotic Rx

Within 1 Yr (retrospective pilot)

p=0.01

OR*=0.29

5/71

37/166

Page 22: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Possible Confounding by

Severity

• Arbitrary assignment of macro

shouldn’t be related to severity

• Controlled for age, race,

insurance status, deg severity by

imaging (>mod central or

foraminal sten, extrusion)

Page 23: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

LIRE, The RCT

A pragmatic, cluster randomized trial

Page 24: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Proposed Study Flow Primary Care Clinics With LBP Patients

Randomize Clinics

Macro with Epi Info

Outcomes Assessment

No Macro with Epi Info

Outcomes Assessment

Page 25: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

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 26: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative
Page 27: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

4+1 Working Groups and Leaders 1. Refinement of benchmark text

Jerry Jarvik

2. Implementation of cluster randomization

Bryan Comstock, MS

3. Spine intervention intensity measure

Brian Bresnahan

4. Electronic data capture

Nick Anderson

5. Katie’s WG of 1: IRB, Protocols, Subcontr

Page 28: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

LIRE, the RCT

UH2 Aims/Working Groups

• Aim 1/WG1: Refine the information to

be included in the radiology report so

that it is specific for imaging modality

and patient age.

Page 29: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

WG1- Refining the

Message • Have identified the most recent

literature

• Abstracted prevalence data that is

modality and age specific

• On target to finish by ~March

2013

Page 30: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Aim/Working Group 2 Bryan Comstock- Biostatistician,

Center for Biomedical Statistics, UW

• Develop site-specific deployment

methods for the stepped wedge,

cluster randomization scheme.

Page 31: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Choice of Study Design

Page 32: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Stepped Wedge

Design

Page 33: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Stepped Wedge

Design • A one-way cluster, randomized

crossover design

• Temporally spaces the intervention

• Assures that each participating

clinic eventually receives the

intervention

Page 34: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Advantages of SW Design

• Controls for external temporal trends

• Assures all sites receive intervention

• Participation more palatable for

interventions viewed as desirable

Page 35: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

WG2- Progress

• Sites have identified clinics (units of

randomization) and number of primary

care providers at each clinic.

• Working with site health system

programmers for placement and

timing of benchmark info

Page 36: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Aim/Working Group 3 Brian Bresnahan, PhD- Health Economist

• Develop/validate a composite

measure of spine intervention

intensity-a single metric of overall

intensity of resource utilization for

spine care

Page 37: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Aim/WG 3 (cont.)

• Will convert CPT codes to RVUs as

our primary metric of back-related

utilization

• Will validate CPT conversion by

directly pulling RVUs from one site

• Will explore RVU as proxy metric by

examining correlation with disability,

pain and HRQOL in BOLD registry

Page 38: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Aim/WG 3 Progress

• Working with site programmers to

pull CPT and RVU data

• Already established data pulls for 2

sites

• Have initial BOLD data for RVU-PRO

analysis

Page 39: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Aim/Working Group 4 Nick Anderson, PhD- Bioinformatics

Core, ITHS

• Develop/validate electronic data

methods and tools to capture

outcomes of interest (subsequent

diagnostic testing, opioid

prescriptions, spinal injections, spine

surgeries).

Page 40: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Aim 4 Progress

• Already established data pulls from 2

sites for BOLD (Kaiser N. CA and

Henry Ford)

• Working with site programmers for

direct EMR pulls

• Considering using VDW at HMORN

sites

Page 41: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Key Aspects of Pragmatic Trial

• Broad inclusion criteria

• Waiver of consent

• Simple, easily implementable

intervention

• Passive collection of outcomes

Page 42: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Key Challenge- IRB

Waiver of Consent

• KPNC, HFHS and GHC/GHRI-

–Initial conversations with IRBs

reason for optimism for waiver

• Mayo- greater challenge

• UW- full committee review

Page 43: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Key Challenge- IRB

Consolidation • KPNC likely willing to cede to another

HMORN site (GHRI)

• HFHS has apparently never ceded

(there’s always a first time…)

• Mayo- greater challenge

• UW- has cooperative agreement

with GHRI

Page 44: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Key People UW

• Jerry Jarvik, MD,MPH- PI

• Katie James, PA-C, MPH-

Project Director

• Bryan Comstock, MS- Biostats

• Nick Anderson, PhD-

Bioinformatics

• 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

• Rene Hawkes- 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 45: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Questions for Audience

1. Any experience with using RVUs as a metric

for patient reported outcomes?

2. We want to collect pain NRS from the

clinical record. What experience with

missing data do people have for clinically

collected variables, such as the BPI?

3. What experience do people have with

getting HMORN and non-HMORN sites to

cooperatively review protocols?

Page 46: Lumbar Imaging with Reporting of Epidemiology (LIRE) Slides 01-25-13.pdf · Lumbar Imaging with Reporting of Epidemiology (LIRE) Jeffrey (Jerry) Jarvik, M.D., M.P.H. Director, Comparative

Health Care Systems

Research Collaboratory Grand Rounds:

Lumbar Imaging with Reporting of Epidemiology Jeffrey (Jerry) Jarvik, M.D., M.P.H.

Bryan A. Comstock, MS

Brian Bresnahan, PhD

Nick Anderson, PhD

January 25, 2013

A Virtual Home for Knowledge about Pragmatic Clinical Trials using Health Systems: www.theresearchcollaboratory.org