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Published in: Canadian Journal of Anesthesia/Journal canadien d'anesthésie 8/2022

10-05-2022 | Opioids | Reports of Original Investigations

Trends in postoperative opioid prescribing in Ontario between 2013 and 2019: a population-based cohort study

Authors: Naheed K. Jivraj, MBBS, MSc, Karim Ladha, MD, MSc, Akash Goel, MD, MSc, Andrea Hill, PhD, Duminda N. Wijeysundera, MD, PhD, Brian T. Bateman, MD, MSc, Hannah Wunsch, MD, MSc

Published in: Canadian Journal of Anesthesia/Journal canadien d'anesthésie | Issue 8/2022

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Abstract

Purpose

Many hospital and provincial-level recommendations now advise a tailored approach to postoperative opioid prescribing; recent trends in postoperative prescribing at the population level have not been well described.

Methods

This population-based cohort study included opioid-naïve patients ≥ 18 yr of age who underwent one of 16 surgical procedures with varying anticipated postoperative pain between July 2013 and March 2020. We evaluated the rate of filled opioid prescriptions within seven days postoperatively, the total morphine milligram equivalent (MME) dose, duration, and type of the first opioid prescription. We then compared the MMEs in initial opioid prescriptions with available procedure-specific recommendations.

Results

The sample included 900,989 opioid-naïve patients (mean [standard deviation (SD)] age of 50 [17] 31 yr; 66% women). The percentage of patients filling an opioid prescription within 7 days postoperatively increased from 65% in 2013 to 69% in 2016, and returned to the baseline (65%) in 2019. The mean (SD) MMEs dispensed increased until 2015/2016 and then declined (226 [176] MMEs in 2013, 240 [202] MMEs in 2016, and 175 [175] MMEs in 2019). The most frequently prescribed opioid in 2013 was oxycodone compared with hydromorphone in 2019. Among patients who filled an opioid prescription in 2013, 67% were prescribed an opioid dose higher than those in one set of available prescribing recommendations, while in 2019, 41% were prescribed doses above those stated in recommendations.

Conclusion

While the proportion of patients filling an opioid prescription postoperatively remained s during the study period, MMEs decreased after 2016. Opioid prescribing remained significantly higher than available prescribing recommendations, particularly among low pain procedures. These findings highlight the need to identify strategies that improve adherence to surgery-specific prescribing guidelines in North America.
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Literature
2.
go back to reference Mattson CL, Tanz LJ, Quinn K, Kariisa M, Patel P, Davis NL. Trends and geographic patterns in drug and synthetic opioid overdose deaths - United States, 2013-2019. MMWR Morb Mortal Wkly Rep 2021; 70: 202-7.CrossRef Mattson CL, Tanz LJ, Quinn K, Kariisa M, Patel P, Davis NL. Trends and geographic patterns in drug and synthetic opioid overdose deaths - United States, 2013-2019. MMWR Morb Mortal Wkly Rep 2021; 70: 202-7.CrossRef
4.
go back to reference Neuman MD, Bateman BT, Wunsch H. Inappropriate opioid prescription after surgery. Lancet 2019; 393: 1547-57.CrossRef Neuman MD, Bateman BT, Wunsch H. Inappropriate opioid prescription after surgery. Lancet 2019; 393: 1547-57.CrossRef
5.
go back to reference Waljee JF, Li L, Brummett CM, Englesbe MJ. Iatrogenic opioid dependence in the United States: are surgeons the gatekeepers? Ann Surg 2017; 265: 728-30.CrossRef Waljee JF, Li L, Brummett CM, Englesbe MJ. Iatrogenic opioid dependence in the United States: are surgeons the gatekeepers? Ann Surg 2017; 265: 728-30.CrossRef
8.
go back to reference Howard R, Waljee J, Brummett C, Englesbe M, Lee J. Reduction in opioid prescribing through evidence-based prescribing guidelines. JAMA Surg 2018; 153: 285-7.CrossRef Howard R, Waljee J, Brummett C, Englesbe M, Lee J. Reduction in opioid prescribing through evidence-based prescribing guidelines. JAMA Surg 2018; 153: 285-7.CrossRef
11.
go back to reference Busse JW, Craigie S, Juurlink DN, et al. Guideline for opioid therapy and chronic noncancer pain. CMAJ 2017; 189: E659-66.CrossRef Busse JW, Craigie S, Juurlink DN, et al. Guideline for opioid therapy and chronic noncancer pain. CMAJ 2017; 189: E659-66.CrossRef
12.
go back to reference Dowell D, Haegerich TM, Chou R. CDC guideline for prescribing opioids for chronic pain - United States, 2016. MMWR Recomm Rep 2016; 65: 1-49.CrossRef Dowell D, Haegerich TM, Chou R. CDC guideline for prescribing opioids for chronic pain - United States, 2016. MMWR Recomm Rep 2016; 65: 1-49.CrossRef
16.
go back to reference Feinberg AE, Porter J, Saskin R, Rangrej J, Urbach DR. Regional variation in the use of surgery in Ontario. CMAJ Open 2015; 3: E310-6.CrossRef Feinberg AE, Porter J, Saskin R, Rangrej J, Urbach DR. Regional variation in the use of surgery in Ontario. CMAJ Open 2015; 3: E310-6.CrossRef
18.
go back to reference Tanuseputro P, Budhwani S, Bai YQ, Wodchis WP. Palliative care delivery across health sectors: a population-level observational study. Palliat Med 2017; 31: 247-57.CrossRef Tanuseputro P, Budhwani S, Bai YQ, Wodchis WP. Palliative care delivery across health sectors: a population-level observational study. Palliat Med 2017; 31: 247-57.CrossRef
19.
go back to reference Pasricha SV, Tadrous M, Khuu W, et al. Clinical indications associated with opioid initiation for pain management in Ontario, Canada: a population-based cohort study. Pain 2018; 159: 1562-8.CrossRef Pasricha SV, Tadrous M, Khuu W, et al. Clinical indications associated with opioid initiation for pain management in Ontario, Canada: a population-based cohort study. Pain 2018; 159: 1562-8.CrossRef
20.
go back to reference Matheson FI, Dunn JR, Smith KL, Moineddin R, Glazier RH. Development of the Canadian Marginalization Index: a new tool for the study of inequality. Can J Public Health 2012; 103: S12-6.CrossRef Matheson FI, Dunn JR, Smith KL, Moineddin R, Glazier RH. Development of the Canadian Marginalization Index: a new tool for the study of inequality. Can J Public Health 2012; 103: S12-6.CrossRef
21.
go back to reference Quan H, Sundararajan V, Halfon P, et al. Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care 2005; 43: 1130-9.CrossRef Quan H, Sundararajan V, Halfon P, et al. Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care 2005; 43: 1130-9.CrossRef
22.
go back to reference Etzioni DA, Liu JH, O'Connell JB, Maggard MA, Ko CY. Elderly patients in surgical workloads: a population-based analysis. Am Surg 2003; 69: 961-5.PubMed Etzioni DA, Liu JH, O'Connell JB, Maggard MA, Ko CY. Elderly patients in surgical workloads: a population-based analysis. Am Surg 2003; 69: 961-5.PubMed
23.
go back to reference Fowler AJ, Abbott TE, Prowle J, Pearse RM. Age of patients undergoing surgery. Br J Surg 2019; 106: 1012-8.CrossRef Fowler AJ, Abbott TE, Prowle J, Pearse RM. Age of patients undergoing surgery. Br J Surg 2019; 106: 1012-8.CrossRef
25.
go back to reference Guan Q, Campbell T, Martins D, et al. Assessing the impact of an opioid prescribing guideline for dentists in Ontario, Canada. J Am Dent Assoc 2020; 151: 43-50.CrossRef Guan Q, Campbell T, Martins D, et al. Assessing the impact of an opioid prescribing guideline for dentists in Ontario, Canada. J Am Dent Assoc 2020; 151: 43-50.CrossRef
26.
go back to reference Oltman J, Militsakh O, D'Agostino M, et al. Multimodal analgesia in outpatient head and neck surgery: a feasibility and safety study. JAMA Otolaryngol Head Neck Surg 2017; 143: 1207-12.CrossRef Oltman J, Militsakh O, D'Agostino M, et al. Multimodal analgesia in outpatient head and neck surgery: a feasibility and safety study. JAMA Otolaryngol Head Neck Surg 2017; 143: 1207-12.CrossRef
27.
go back to reference Oyler DR, Randle RW, Lee CY, Jenkins G, Chang PK, Sloan DA. Implementation of opioid-free thyroid and parathyroid procedures: a single center experience. J Surg Res 2020; 252: 169-73.CrossRef Oyler DR, Randle RW, Lee CY, Jenkins G, Chang PK, Sloan DA. Implementation of opioid-free thyroid and parathyroid procedures: a single center experience. J Surg Res 2020; 252: 169-73.CrossRef
28.
go back to reference Zhang DD, Sussman J, Dossa F, et al. A systematic review of behavioral interventions to decrease opioid prescribing after surgery. Ann Surg 2020; 271: 266-78.CrossRef Zhang DD, Sussman J, Dossa F, et al. A systematic review of behavioral interventions to decrease opioid prescribing after surgery. Ann Surg 2020; 271: 266-78.CrossRef
29.
go back to reference Feinberg AE, Acuna SA, Smith D, et al. Optimizing opioid prescriptions after laparoscopic appendectomy and cholecystectomy. Can J Surg 2021; 64: E69-75.CrossRef Feinberg AE, Acuna SA, Smith D, et al. Optimizing opioid prescriptions after laparoscopic appendectomy and cholecystectomy. Can J Surg 2021; 64: E69-75.CrossRef
31.
go back to reference Gomes T, Mastorakos A, Paterson JM, et al. Changes in the dispensing of opioid medications in Canada following the introduction of a tamper-deterrent formulation of long-acting oxycodone: a time series analysis. CMAJ Open 2017; 5: E800-7.CrossRef Gomes T, Mastorakos A, Paterson JM, et al. Changes in the dispensing of opioid medications in Canada following the introduction of a tamper-deterrent formulation of long-acting oxycodone: a time series analysis. CMAJ Open 2017; 5: E800-7.CrossRef
33.
go back to reference Militsakh O, Lydiatt W, Lydiatt D, et al. Development of multimodal analgesia pathways in outpatient thyroid and parathyroid surgery and association with postoperative opioid prescription patterns. JAMA Otolaryngol Head Neck Surg 2018; 144: 1023-9.CrossRef Militsakh O, Lydiatt W, Lydiatt D, et al. Development of multimodal analgesia pathways in outpatient thyroid and parathyroid surgery and association with postoperative opioid prescription patterns. JAMA Otolaryngol Head Neck Surg 2018; 144: 1023-9.CrossRef
34.
go back to reference Hartford LB, Van Koughnett JA, Murphy PB, et al. Standardization of Outpatient Procedure (STOP) narcotics: a prospective non-inferiority study to reduce opioid use in outpatient general surgical procedures. J Am Coll Surg 2019; 228: 81-8.e1.CrossRef Hartford LB, Van Koughnett JA, Murphy PB, et al. Standardization of Outpatient Procedure (STOP) narcotics: a prospective non-inferiority study to reduce opioid use in outpatient general surgical procedures. J Am Coll Surg 2019; 228: 81-8.e1.CrossRef
35.
go back to reference Holland E, Bateman BT, Cole N, et al. Evaluation of a quality improvement intervention that eliminated routine use of opioids after cesarean delivery. Obstet Gynecol 2019; 133: 91-7.CrossRef Holland E, Bateman BT, Cole N, et al. Evaluation of a quality improvement intervention that eliminated routine use of opioids after cesarean delivery. Obstet Gynecol 2019; 133: 91-7.CrossRef
37.
go back to reference Rojas KE, Manasseh DM, Flom PL, et al. A pilot study of a breast surgery Enhanced Recovery After Surgery (ERAS) protocol to eliminate narcotic prescription at discharge. Breast Cancer Res Treat 2018; 171: 621-6.CrossRef Rojas KE, Manasseh DM, Flom PL, et al. A pilot study of a breast surgery Enhanced Recovery After Surgery (ERAS) protocol to eliminate narcotic prescription at discharge. Breast Cancer Res Treat 2018; 171: 621-6.CrossRef
38.
go back to reference Lee JS, Howard RA, Klueh MP, et al. The impact of education and prescribing guidelines on opioid prescribing for breast and melanoma procedures. Ann Surg Oncol 2019; 26: 17-24.CrossRef Lee JS, Howard RA, Klueh MP, et al. The impact of education and prescribing guidelines on opioid prescribing for breast and melanoma procedures. Ann Surg Oncol 2019; 26: 17-24.CrossRef
39.
go back to reference Gwam CU, Mistry JB, Richards IV, et al. Does addition of adductor canal blockade to multimodal periarticular analgesia improve discharge status, pain levels, opioid use, and length of stay after total knee arthroplasty? J Knee Surg 2018; 31: 184-8.CrossRef Gwam CU, Mistry JB, Richards IV, et al. Does addition of adductor canal blockade to multimodal periarticular analgesia improve discharge status, pain levels, opioid use, and length of stay after total knee arthroplasty? J Knee Surg 2018; 31: 184-8.CrossRef
40.
go back to reference Sun EC, Bateman BT, Memtsoudis SG, Neuman MD, Mariano ER, Baker LC. Lack of association between the use of nerve blockade and the risk of postoperative chronic opioid use among patients undergoing total knee arthroplasty: evidence from the marketscan database. Anesth Analg 2017; 125: 999-1007.CrossRef Sun EC, Bateman BT, Memtsoudis SG, Neuman MD, Mariano ER, Baker LC. Lack of association between the use of nerve blockade and the risk of postoperative chronic opioid use among patients undergoing total knee arthroplasty: evidence from the marketscan database. Anesth Analg 2017; 125: 999-1007.CrossRef
41.
go back to reference Sun EC, Darnall BD, Baker LC, Mackey S. Incidence of and risk factors for chronic opioid use among opioid-naive patients in the postoperative period. JAMA Intern Med 2016; 176: 1286-93.CrossRef Sun EC, Darnall BD, Baker LC, Mackey S. Incidence of and risk factors for chronic opioid use among opioid-naive patients in the postoperative period. JAMA Intern Med 2016; 176: 1286-93.CrossRef
42.
go back to reference Hamilton GM, Tierney S, Ramlogan R, McCartney CJ, Bromley LA, McIsaac DI. Persistent postoperative opioid prescription fulfillment and peripheral nerve blocks for ambulatory shoulder surgery: a retrospective cohort study. Anesthesiology 2021; 135: 829-41.CrossRef Hamilton GM, Tierney S, Ramlogan R, McCartney CJ, Bromley LA, McIsaac DI. Persistent postoperative opioid prescription fulfillment and peripheral nerve blocks for ambulatory shoulder surgery: a retrospective cohort study. Anesthesiology 2021; 135: 829-41.CrossRef
44.
go back to reference Bodrogi A, Dervin GF, Beaule PE. Management of patients undergoing same-day discharge primary total hip and knee arthroplasty. CMAJ 2020; 192: E34-9.CrossRef Bodrogi A, Dervin GF, Beaule PE. Management of patients undergoing same-day discharge primary total hip and knee arthroplasty. CMAJ 2020; 192: E34-9.CrossRef
46.
go back to reference Sekhri S, Arora NS, Cottrell H, et al. Probability of opioid prescription refilling after surgery: does initial prescription dose matter? Ann Surg 2018; 268: 271-6.CrossRef Sekhri S, Arora NS, Cottrell H, et al. Probability of opioid prescription refilling after surgery: does initial prescription dose matter? Ann Surg 2018; 268: 271-6.CrossRef
47.
go back to reference Hasak JM, Roth Bettlach CL, Santosa KB, Larson EL, Stroud J, Mackinnon SE. Empowering post-surgical patients to improve opioid disposal: a before and after quality improvement study. J Am Coll Surg 2018; 226: 235-40.e3.CrossRef Hasak JM, Roth Bettlach CL, Santosa KB, Larson EL, Stroud J, Mackinnon SE. Empowering post-surgical patients to improve opioid disposal: a before and after quality improvement study. J Am Coll Surg 2018; 226: 235-40.e3.CrossRef
48.
go back to reference Lipari RN, Hughes A. How People Obtain the Prescription Pain Relievers They Misuse. The CBHSQ Report. Rockville (MD); 2013: 1-7. Lipari RN, Hughes A. How People Obtain the Prescription Pain Relievers They Misuse. The CBHSQ Report. Rockville (MD); 2013: 1-7.
Metadata
Title
Trends in postoperative opioid prescribing in Ontario between 2013 and 2019: a population-based cohort study
Authors
Naheed K. Jivraj, MBBS, MSc
Karim Ladha, MD, MSc
Akash Goel, MD, MSc
Andrea Hill, PhD
Duminda N. Wijeysundera, MD, PhD
Brian T. Bateman, MD, MSc
Hannah Wunsch, MD, MSc
Publication date
10-05-2022
Publisher
Springer International Publishing
Published in
Canadian Journal of Anesthesia/Journal canadien d'anesthésie / Issue 8/2022
Print ISSN: 0832-610X
Electronic ISSN: 1496-8975
DOI
https://doi.org/10.1007/s12630-022-02266-5

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