Discharge Opioid Prescribing Patterns in an Academic Orthopaedic Setting: Level of Training and Subspecialty Patterns. 2022

Francia Y Fang, and Tristan B Weir, and Casey M Codd, and Catherine C May, and Joshua M Abzug
From the Department of Orthopedics, University of Maryland Medical Center, Baltimore, MD.

BACKGROUND Despite increased research on opioids in the orthopaedic literature, little is known of the prescribing practices of orthopaedic providers based on their level of training. The purpose of this study was to describe the discharge opioid prescribing patterns of orthopaedic providers, stratifying by level of training and orthopaedic subspecialty, within a single medical system. METHODS A retrospective review of orthopaedic surgical encounters was performed over a 1-year period for adults who received a discharge opioid prescription. Patient demographics and prescriber characteristics were collected, including the provider's level of training (attending, fellow, resident, physician assistant [PA], and nurse practitioner [NP]) and surgical subspecialty. Junior residents were postgraduate year 1 to 3, whereas senior residents/fellows were postgraduate year 4 to 6. Discharge opioids were converted to milligram morphine equivalents (MMEs). Overprescribing was defined as a prescribing more than a seven-day supply or >45 MMEs per day. Multivariable linear regression analysis determined the factors associated with discharge MMEs, whereas logistic regression determined the factors associated with overprescribing opioids. RESULTS Of the 3,786 patients reviewed, 1,500 met the criteria for inclusion in the study. The greatest proportion of opioid prescriptions was written by junior residents (33.9%), followed by NPs (30.1%), PAs (24.1%), senior residents/fellows (10.6%), and attendings (1.2%). Compared with junior residents, senior residents prescribed -59.4 MMEs, NPs prescribed +104 MMEs, and attendings prescribed +168 MMEs (P < 0.05), whereas PAs prescribed similar amounts (P > 0.05). Orthopaedic subspecialty was also predictive of discharge MMEs (P < 0.05). Senior residents and attendings were more likely to prescribe more than seven days of opioids (P < 0.05), whereas NPs and PAs were more likely to prescribe >45 MMEs per day (P < 0.05). CONCLUSIONS This study demonstrates significant variability in opioid prescribing practices according to provider level of training and subspecialty. National guidelines for opioid prescribing practices and educational programs may help reduce such variability. METHODS Level III, retrospective cohort study.

UI MeSH Term Description Entries
D009985 Orthopedics A specialty which utilizes medical, surgical, and physical methods to treat and correct deformities, diseases, and injuries to the skeletal system, its articulations, and associated structures.
D010149 Pain, Postoperative Pain during the period after surgery. Acute Post-operative Pain,Acute Postoperative Pain,Chronic Post-operative Pain,Chronic Post-surgical Pain,Chronic Postoperative Pain,Chronic Postsurgical Pain,Pain, Post-operative,Persistent Postsurgical Pain,Post-operative Pain,Post-operative Pain, Acute,Post-operative Pain, Chronic,Post-surgical Pain,Postoperative Pain, Acute,Postoperative Pain, Chronic,Postsurgical Pain,Postoperative Pain,Acute Post operative Pain,Chronic Post operative Pain,Chronic Post surgical Pain,Chronic Postsurgical Pains,Pain, Acute Post-operative,Pain, Acute Postoperative,Pain, Chronic Post-operative,Pain, Chronic Post-surgical,Pain, Chronic Postoperative,Pain, Chronic Postsurgical,Pain, Persistent Postsurgical,Pain, Post operative,Pain, Post-surgical,Pain, Postsurgical,Post operative Pain,Post operative Pain, Acute,Post operative Pain, Chronic,Post surgical Pain,Post-operative Pains,Post-surgical Pain, Chronic,Postsurgical Pain, Chronic,Postsurgical Pain, Persistent
D010351 Patient Discharge The administrative process of discharging the patient, alive or dead, from hospitals or other health facilities. Discharge Planning,Discharge Plannings,Discharge, Patient,Discharges, Patient,Patient Discharges,Planning, Discharge,Plannings, Discharge
D010818 Practice Patterns, Physicians' Patterns of practice related to diagnosis and treatment as especially influenced by cost of the service requested and provided. Clinical Practice Patterns,Physician's Practice Patterns,Clinical Practice Pattern,Pattern, Clinical Practice,Patterns, Clinical Practice,Practice Pattern, Clinical,Practice Patterns, Clinical,Practice Patterns, Physician's,Prescribing Patterns, Physician,Physician Practice Patterns,Physician Prescribing Pattern,Physician Prescribing Patterns,Physician's Practice Pattern,Physicians' Practice Pattern,Physicians' Practice Patterns,Practice Pattern, Physician's,Practice Pattern, Physicians',Practice Patterns, Physician,Prescribing Pattern, Physician
D011307 Drug Prescriptions Directions written for the obtaining and use of DRUGS. Drug Prescribing,Drug Prescription,Drug Prescribings,Prescribing, Drug,Prescribings, Drug
D006801 Humans Members of the species Homo sapiens. Homo sapiens,Man (Taxonomy),Human,Man, Modern,Modern Man
D000328 Adult A person having attained full growth or maturity. Adults are of 19 through 44 years of age. For a person between 19 and 24 years of age, YOUNG ADULT is available. Adults
D000701 Analgesics, Opioid Compounds with activity like OPIATE ALKALOIDS, acting at OPIOID RECEPTORS. Properties include induction of ANALGESIA or NARCOSIS. Opioid,Opioid Analgesic,Opioid Analgesics,Opioids,Full Opioid Agonists,Opioid Full Agonists,Opioid Mixed Agonist-Antagonists,Opioid Partial Agonists,Partial Opioid Agonists,Agonist-Antagonists, Opioid Mixed,Agonists, Full Opioid,Agonists, Opioid Full,Agonists, Opioid Partial,Agonists, Partial Opioid,Analgesic, Opioid,Full Agonists, Opioid,Mixed Agonist-Antagonists, Opioid,Opioid Agonists, Full,Opioid Agonists, Partial,Opioid Mixed Agonist Antagonists,Partial Agonists, Opioid
D012189 Retrospective Studies Studies used to test etiologic hypotheses in which inferences about an exposure to putative causal factors are derived from data relating to characteristics of persons under study or to events or experiences in their past. The essential feature is that some of the persons under study have the disease or outcome of interest and their characteristics are compared with those of unaffected persons. Retrospective Study,Studies, Retrospective,Study, Retrospective

Related Publications

Francia Y Fang, and Tristan B Weir, and Casey M Codd, and Catherine C May, and Joshua M Abzug
June 2017, Journal of orthopaedic trauma,
Francia Y Fang, and Tristan B Weir, and Casey M Codd, and Catherine C May, and Joshua M Abzug
January 1983, Social science & medicine (1982),
Francia Y Fang, and Tristan B Weir, and Casey M Codd, and Catherine C May, and Joshua M Abzug
February 2024, Canadian journal of ophthalmology. Journal canadien d'ophtalmologie,
Francia Y Fang, and Tristan B Weir, and Casey M Codd, and Catherine C May, and Joshua M Abzug
September 1982, Journal of medical education,
Francia Y Fang, and Tristan B Weir, and Casey M Codd, and Catherine C May, and Joshua M Abzug
January 2020, International anesthesiology clinics,
Francia Y Fang, and Tristan B Weir, and Casey M Codd, and Catherine C May, and Joshua M Abzug
September 1999, Bailliere's best practice & research. Clinical obstetrics & gynaecology,
Francia Y Fang, and Tristan B Weir, and Casey M Codd, and Catherine C May, and Joshua M Abzug
February 2017, Journal of palliative medicine,
Francia Y Fang, and Tristan B Weir, and Casey M Codd, and Catherine C May, and Joshua M Abzug
July 2019, The Journal of bone and joint surgery. American volume,
Francia Y Fang, and Tristan B Weir, and Casey M Codd, and Catherine C May, and Joshua M Abzug
February 2018, The Journal of bone and joint surgery. American volume,
Francia Y Fang, and Tristan B Weir, and Casey M Codd, and Catherine C May, and Joshua M Abzug
October 2020, Oral surgery, oral medicine, oral pathology and oral radiology,
Copied contents to your clipboard!