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Michigan OPEN

Publications (Old)

OPEN examines data, clinical practices and strategies to support better pain management, opioid stewardship, policy, treatment and care.

Association of Hydrocodone Schedule Change with Opioid Prescriptions Following Surgery

Habbouche J, Lee J, Steiger R, et al. Association of Hydrocodone Schedule Change With Opioid Prescriptions Following Surgery [published correction appears in JAMA Surg. 2018 Dec 1;153(12):1164]. JAMA Surg. 2018;153(12):1111-1119. doi:10.1001/jamasurg.2018.2651
  • After hydrocodone was changed from a schedule III to schedule II-controlled substance, the mean OMEs filled in the initial opioid prescription increased by approximately 35 OMEs, equivalent to 7 tablets of hydrocodone. 
  • Following the schedule change, an increase in OMEs was observed among patients undergoing general surgery (mean difference of 28 OME), cardiac surgery (123.3 OME), orthopedic surgery (20.5 OME), spine surgery (66 OME), and vascular surgery (47 OME). 
  • After scheduling change there was an increase in initial postoperative opioid amounts among opioid-naive patients (mean difference of 16.8 OMEs) and intermittent opioid users (60.3 OME), but not among long term opioid users.

Public Health Policy General Publications

Racial and Ethnic Differences in Elective vs. Emergency Surgery for Colorectal Cancer

Howard, R., Hendren, S., Patel, M., Gunaseelan, V., Wixson, M., Waljee, J., Englesbe, M., & Bicket, M. C. (2022). Racial and Ethnic Differences in Elective vs. Emergency Surgery for Colorectal Cancer. Annals of surgery, 10.1097/SLA.0000000000005667. Advance online publication. https://doi.org/10.1097/SLA.0000000000005667

Five Year Trends in Surgical Technique and Outcomes of Groin Hernia Repair in the United States

Ehlers, A. P., Lai, Y. L., Hu, H. M., Howard, R., Davidson, G. H., Waljee, J. F., Dimick, J. B., & Telem, D. A. (2022). Five year trends in surgical technique and outcomes of groin hernia repair in the United States. Surgical endoscopy, 10.1007/s00464-022-09586-z. Advance online publication. https://doi.org/10.1007/s00464-022-09586-z

Estimation of the Prevalence of Delayed Dispensing Among Opioid Prescriptions From US Surgeons and Dentists

Chua, K. P., Waljee, J. F., Smith, M. A., Bahl, S., Nalliah, R. P., & Brummett, C. M. (2022). Estimation of the Prevalence of Delayed Dispensing Among Opioid Prescriptions From US Surgeons and Dentists. JAMA network open, 5(5), e2214311. https://doi.org/10.1001/jamanetworkopen.2022.14311

The Opioid Epidemic

Upp, L. A., & Waljee, J. F. (2020). The Opioid Epidemic. Clinics in plastic surgery, 47(2), 181–190. https://doi.org/10.1016/j.cps.2019.12.005

Health Care Burden Associated with Outpatient Opioid Use Following Inpatient or Outpatient Surgery

Brummett, C. M., England, C., Evans-Shields, J., Kong, A. M., Lew, C. R., Henriques, C., Zimmerman, N. M., Pawasauskas, J., & Oderda, G. (2019). Health Care Burden Associated with Outpatient Opioid Use Following Inpatient or Outpatient Surgery. Journal of managed care & specialty pharmacy, 25(9), 973–983. https://doi.org/10.18553/jmcp.2019.19055

Disappointing Early Results from Opioid Prescribing Limits for Acute Pain

Chua, K. P., Kimmel, L., & Brummett, C. M. (2020). Disappointing Early Results From Opioid Prescribing Limits for Acute Pain. JAMA surgery, 155(5), 375–376. https://doi.org/10.1001/jamasurg.2019.5891

Limiting Opioid Prescribing-Reply

Chua, K. P., Brummett, C. M., & Waljee, J. F. (2019). Limiting Opioid Prescribing-Reply. JAMA, 322(2), 171–172. https://doi.org/10.1001/jama.2019.5864

Evidence-Based Opioid Prescribing Guidelines and New Persistent Opioid Use After Surgery

Howard RA, Ryan A, Hu HM, Craig SB, Waljee JF, Bicket MC, Englesbe MJ, Brummett CM. Ann Surg: 2 January, 2023. DOI: 10.1097/SLA.0000000000005792
  • In Michigan, new persistent opioid use rate decreased from 3.29% to 2.51% following the release of prescribing guidelines, which was an additional 0.53% decrease compared to patients outside of Michigan.   
  • Mean opioid prescription quantity for patients in Michigan decreased from 199.5 oral morphine equivalents (OMEs) to 88.6 OMEs after prescribing guidelines were released, which was an additional 55.7 OMEs decrease compared to patients outside of Michigan.

Assessment of a Quality Improvement Intervention to Decrease Opioid Prescribing in a Regional Health System

Brown CS, Vu JV, Howard RA, Gunaseelan V, Brummett CM, Waljee JF, Englesbe MJ. Assessment of a quality improvement intervention to decrease opioid prescribing in a regional health system. BMJ Quality & Safety. Published Online First: 16 September 2020. doi: 10.1136/bmjqs-2020-011295
  • The use of procedure-specific prescribing guidelines reduced statewide postoperative opioid prescribing and consumption by 50%.
  • Saw zero change in patient reported satisfaction and pain scores

Statewide Implementation of Postoperative Opioid Prescribing Guidelines

Vu JV, Howard RA, Gunaseelan V, Brummett CM, Waljee JF, Englesbe MJ. Statewide Implementation of Postoperative Opioid Prescribing Guidelines. N Engl J Med. 2019;381(7):680-682. doi:10.1056/NEJMc1905045
  • Mean prescription size decreased by 8 pills after the guidelines were released and opioid consumption decreased by 3 pills
  • Reduced prescription size and opioid use had no impact on patient satisfaction or pain scores

Opioid prescribing patterns by dental procedure among US publicly and privately insured patients, 2013 through 2018

Chua KP; Hu HM; Waljee JF; Brummett CM; Nalliah RP. Opioid prescribing patterns by dental procedure among US publicly and privately insured patients, 2013 through 2018. JADA. Published online 23 February 2021. DOI: https://doi.org/10.1016/j.adaj.2021.01.001
  • Five procedures accounted for 95.2% of dental opioid prescriptions, and tooth extraction accounted for almost two-thirds of total prescriptions; 
  • Tooth extraction accounted for ⅘ of prescriptions for adolescents and young adults and ⅗ of prescriptions for adults aged 26 through 64 years. 
  • In 2018, 45.3% of tooth extractions resulted in 1 or more initial prescriptions

Association of Postoperative Opioid Prescription Size and Patient Satisfaction

Fry BT; Howard RA; Gunaseelan V; Lee JS; Waljee JF; Englesbe MJ; Vu JV. Association of Postoperative Opioid Prescription Size and Patient Satisfaction. Annals of Surgery. Published online 1 February 2021. DOI: 10.1097/SLA.0000000000004784
  • No significant association between opioid prescription size and satisfaction 
  • 83% of patients receiving the smallest opioid prescription (25 mg OME) were satisfied compared to 85% of patients receiving the largest opioid prescription size (750 mg OME) 

Eliminating Unnecessary Opioid Exposure After Common Children’s Surgeries

Harbaugh CM, Vargas G, Streur CS, et al. Eliminating Unnecessary Opioid Exposure After Common Children's Surgeries. JAMA Surg. 2019;154(12):1154-1155. doi:10.1001/jamasurg.2019.2529
  • A discharge opioid was prescribed to 22% of 675 children younger than 18 years 
    • Median 10 doses (25th to 75th percentile, 6-15) 
  • Circumcision, elbow fracture, and orchiopexy had the highest opioid use; yet only 1 in 3 patients used an opioid, typically for 3 days or less.
  • Overall, pain control was reported as good among 82% of children with or without a discharge opioid prescription.

Association of Opioid Prescribing with Opioid Consumption After Surgery in Michigan

Howard R, Fry B, Gunaseelan V, et al. Association of Opioid Prescribing With Opioid Consumption After Surgery in Michigan. JAMA Surg. 2019;154(1):e184234. doi:10.1001/jamasurg.2018.4234
  • Patients use only 27% of opioids prescribed to them 
  • Patients use an additional 5 pills for every 10 extra pills prescribed to them 
  • The quantity of opioid prescribed is associated with higher patient-reported opioid consumption
  • Greater association between prescription size and consumption than reported pain levels and consumption

Patterns of Initial Opioid Prescribing to Opioid-Naive Patients

Larach DB, Waljee JF, Hu HM, et al. Patterns of Initial Opioid Prescribing to Opioid-Naive Patients. Ann Surg. 2020;271(2):290-295. doi:10.1097/SLA.0000000000002969
  • The proportion of initial prescriptions for surgery, emergency, and dental care increased by nearly 16% from 2010 to 2016.
  • Dental care prescribing saw the greatest growth, with a 68% increase, while surgical patients received the highest proportion of potent opioids (90.2%).
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