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Research ArticleOriginal Research

Patient, Provider, and Clinic Characteristics Associated with Opioid and Non-Opioid Pain Prescriptions for Patients Receiving Low Back Imaging in Primary Care

Laura S. Gold, Zachary A. Marcum, Eric N. Meier, Judith A. Turner, Kathryn T. James, David F. Kallmes, Patrick H. Luetmer, Brent Griffith, Karen J. Sherman, Janna L. Friedly, Pradeep Suri, Richard A. Deyo, Sandra K. Johnston, Andrew L. Avins, Patrick J. Heagerty and Jeffrey G. Jarvik
The Journal of the American Board of Family Medicine September 2021, 34 (5) 950-963; DOI: https://doi.org/10.3122/jabfm.2021.05.210033
Laura S. Gold
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
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Zachary A. Marcum
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
PharmD, PhD
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Eric N. Meier
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
MS
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Judith A. Turner
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
PhD
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Kathryn T. James
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
PA, MPH
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David F. Kallmes
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
MD
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Patrick H. Luetmer
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
MD
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Brent Griffith
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
MD
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Karen J. Sherman
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
PhD
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Janna L. Friedly
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
MD, MPH
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Pradeep Suri
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
MD
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Richard A. Deyo
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
MD, MPH
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Sandra K. Johnston
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
PhD
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Andrew L. Avins
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
MD, MPH
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Patrick J. Heagerty
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
PhD
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Jeffrey G. Jarvik
From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
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Article Information

vol. 34 no. 5 950-963
DOI 
https://doi.org/10.3122/jabfm.2021.05.210033
PubMed 
34535520

Published By 
The Journal of the American Board of Family Medicine
Print ISSN 
1557-2625
Online ISSN 
1558-7118
History 
  • Received for publication January 26, 2021
  • Revision received April 16, 2021
  • Accepted for publication April 19, 2021
  • Published online September 17, 2021.

Copyright & Usage 
© Copyright 2021 by the American Board of Family Medicine.

Author Information

  1. Laura S. Gold, PhD,
  2. Zachary A. Marcum, PharmD, PhD,
  3. Eric N. Meier, MS,
  4. Judith A. Turner, PhD,
  5. Kathryn T. James, PA, MPH,
  6. David F. Kallmes, MD,
  7. Patrick H. Luetmer, MD,
  8. Brent Griffith, MD,
  9. Karen J. Sherman, PhD,
  10. Janna L. Friedly, MD, MPH,
  11. Pradeep Suri, MD,
  12. Richard A. Deyo, MD, MPH,
  13. Sandra K. Johnston, PhD,
  14. Andrew L. Avins, MD, MPH,
  15. Patrick J. Heagerty, PhD and
  16. Jeffrey G. Jarvik, MD, MPH
  1. From the Department of Radiology, School of Medicine, University of Washington, Seattle, WA (LSG, KTJ, SKJ, JGJ); Clinical Learning, Evidence, and Research Center, University of Washington, Seattle, WA (LSG, ENM, JAT, KTJ, JLF, PS, SKJ, PJH, JGJ); Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA (ZAM); Department of Biostatistics, University of Washington, Seattle, WA (ENM, PJH); Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (JAT); Department of Rehabilitation Medicine, University of Washington, Seattle, WA (JAT, JLF); Department of Radiology Mayo Clinic, Rochester, MN (DFK, PHL); Department of Radiology, Henry Ford Hospital, Detroit, MI, (BG); Kaiser Permanente Washington, Seattle, WA (KJS); Rehabilitation Care Services, VA Puget Sound Health Care System, Seattle, WA (PS); Departments of Family Medicine and Internal Medicine, Oregon Health & Science University, Portland, OR (RAD); Division of Research, Kaiser Permanente Northern California, Oakland, CA (ALA).
  1. Corresponding author: Laura S. Gold, PhD, Department of Radiology, School of Medicine, University of Washington, 4333 Brooklyn Ave NE Box 359558, Seattle, WA, USA 98195-9558, Phone: 206-543-2749, Fax: 206-543-8609 (E-mail: goldl{at}uw.edu).
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The Journal of the American Board of Family   Medicine: 34 (5)
The Journal of the American Board of Family Medicine
Vol. 34, Issue 5
September/October 2021
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Patient, Provider, and Clinic Characteristics Associated with Opioid and Non-Opioid Pain Prescriptions for Patients Receiving Low Back Imaging in Primary Care
Laura S. Gold, Zachary A. Marcum, Eric N. Meier, Judith A. Turner, Kathryn T. James, David F. Kallmes, Patrick H. Luetmer, Brent Griffith, Karen J. Sherman, Janna L. Friedly, Pradeep Suri, Richard A. Deyo, Sandra K. Johnston, Andrew L. Avins, Patrick J. Heagerty, Jeffrey G. Jarvik
The Journal of the American Board of Family Medicine Sep 2021, 34 (5) 950-963; DOI: 10.3122/jabfm.2021.05.210033

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Patient, Provider, and Clinic Characteristics Associated with Opioid and Non-Opioid Pain Prescriptions for Patients Receiving Low Back Imaging in Primary Care
Laura S. Gold, Zachary A. Marcum, Eric N. Meier, Judith A. Turner, Kathryn T. James, David F. Kallmes, Patrick H. Luetmer, Brent Griffith, Karen J. Sherman, Janna L. Friedly, Pradeep Suri, Richard A. Deyo, Sandra K. Johnston, Andrew L. Avins, Patrick J. Heagerty, Jeffrey G. Jarvik
The Journal of the American Board of Family Medicine Sep 2021, 34 (5) 950-963; DOI: 10.3122/jabfm.2021.05.210033
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Keywords

  • Back Pain
  • Diagnostic Imaging
  • Drug Prescriptions
  • Non-Opioid Analgesics
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