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Jankulov A, As-Sanie S, Zimmerman C, Virzi J, Srinivasan S, Choe HM, Brummett CM. Effect of Best Practice Alert (BPA) on Post-Discharge Opioid Prescribing After Minimally Invasive Hysterectomy: A Quality Improvement Study. J Pain Res 2024; 17:667-675. [PMID: 38375407 PMCID: PMC10875180 DOI: 10.2147/jpr.s432262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 12/28/2023] [Indexed: 02/21/2024] Open
Abstract
Purpose The aim of this study was to describe the effectiveness of an electronic health record best practice alert (BPA) in decreasing gynecologic post-discharge opioid prescribing following benign minimally invasive hysterectomy. Patients and Methods The BPA triggered for opioid orders >15 tablets. Prescribers' options included (1) decrease to 15 ≤ tablets; (2) remove the order/utilize a defaulted order set; or (3) override the alert. Results 332 patients were included. The BPA triggered 29 times. The following actions were taken among 16 patients for whom the BPA triggered: "override the alert" (n=13); "cancel the alert" (n=2); and 'remove the opioid order set' (n=1). 12/16 patients had discharge prescriptions: one patient received 20 tablets; two received 10 tablets; and nine received 15 tablets. Top reasons for over prescribing included concerns for pain control and lack of alternatives. Conclusion Implementing a post-discharge opioid prescribing BPA aligned opioid prescribing following benign minimally invasive hysterectomy with guideline recommendations.
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Affiliation(s)
- Alexandra Jankulov
- Oakland University William Beaumont School of Medicine, Rochester Hills, MI, USA
| | - Sawsan As-Sanie
- Department of Obstetrics & Gynecology, University of Michigan Health System, Ann Arbor, MI, USA
| | - Christopher Zimmerman
- Department of Health Information and Technology Services, University of Michigan Health System, Ann Arbor, MI, USA
| | - Jessica Virzi
- Department of Precision Health, University of Michigan Health System, Ann Arbor, MI, USA
| | - Sudharsan Srinivasan
- Department of Anesthesiology, University of Michigan Health System, Ann Arbor, MI, USA
| | - Hae Mi Choe
- Department of Health Information and Technology Services, University of Michigan Health System, Ann Arbor, MI, USA
| | - Chad M Brummett
- Department of Anesthesiology, University of Michigan Health System, Ann Arbor, MI, USA
- Michigan Opioid Prescribing Engagement Network, Ann Arbor, MI, USA
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Hessami K, Welch J, Frost A, AlAshqar A, Arian SE, Gough E, Borahay MA. Perioperative opioid dispensing and persistent use after benign hysterectomy: a systematic review and meta-analysis. Am J Obstet Gynecol 2023; 229:23-32.e3. [PMID: 36539027 PMCID: PMC10276170 DOI: 10.1016/j.ajog.2022.12.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 11/29/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022]
Abstract
OBJECTIVE This meta-analysis was conducted to (1) assess the quantity and dose of perioperatively dispensed opioids for benign hysterectomy by procedure route and (2) identify the predictors of persistent opioid use after the procedure. DATA SOURCES PubMed, Web of Science, and Embase were systematically searched from study inception to 25 March 2022. STUDY ELIGIBILITY CRITERIA Studies reporting data on opioid dispensing among patients undergoing benign hysterectomy were considered eligible. The primary outcome was the dosage of opioids dispensed perioperatively (from 30 preoperative days to 21 postoperative days). The secondary outcome was the predictors of persistent opioid use after benign hysterectomy (from 3 months to 3 years postoperatively). Total opioid dispensing was measured in morphine milligram equivalents units. METHODS The random-effects model was used to pool the mean differences or odds ratios and the corresponding 95% confidence intervals. RESULTS A total of 8 studies presenting data on 377,569 women undergoing benign hysterectomy were included. Of these women, 83% (95% confidence interval, 81-84) were dispensed opioids during the perioperative period. The average amount of perioperatively dispensed opioids was 143.5 morphine milligram equivalents (95% confidence interval, 40-247). Women undergoing vaginal hysterectomy were dispensed a significantly lower amount of opioids than those undergoing laparoscopic or abdominal hysterectomies. The overall rate of persistent opioid use after benign hysterectomy was 5% (95% confidence interval, 2-8). Younger patient age (odds ratio, 1.38; 95% confidence interval, 1.17-1.63), smoking history (odds ratio, 1.87; 95% confidence interval, 1.67-2.10), alcohol use (odds ratio, 3.16; 95% confidence interval, 2.34-4.27), back pain (odds ratio, 1.50; 95% confidence interval, 1.10-2.05), and fibromyalgia (odds ratio, 1.60; 95% confidence interval, 1.39-1.83) were significantly associated with a higher risk of persistent opioid use after benign hysterectomy. However, there was no significant effect of hysterectomy route and operative complexity on persistent opioid use postoperatively. CONCLUSION Perioperative opioid dispensing was significantly dependent on the route of hysterectomy, with the lowest dispensed morphine milligram equivalents of opioids for vaginal hysterectomy and the highest for abdominal hysterectomy. Nevertheless, hysterectomy route did not significantly predict persistent opioid use postoperatively, whereas younger age, smoking, alcohol use, back pain, and fibromyalgia were significantly associated with persistent opioid use.
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Affiliation(s)
- Kamran Hessami
- Maternal Fetal Care Center, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Jennifer Welch
- Department of Surgery, Baylor College of Medicine, Houston, TX
| | - Anja Frost
- Department of Gynecology and Obstetrics, Johns Hopkins, Baltimore, MD
| | - Abdelrahman AlAshqar
- Department of Obstetrics, Gynecology, and Reproductive Sciences, Yale School of Medicine, New Haven, CT
| | - Sara E Arian
- Department of Surgery, Baylor College of Medicine, Houston, TX
| | - Ethan Gough
- Department of International Health, Johns Hopkins School of Public Health, Baltimore, MD
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Matteson KA, Schimpf MO, Jeppson PC, Thompson JC, Gala RB, Balgobin S, Gupta A, Hobson D, Olivera C, Singh R, White AB, Balk EM, Meriwether KV. Prescription Opioid Use for Acute Pain and Persistent Opioid Use After Gynecologic Surgery: A Systematic Review. Obstet Gynecol 2023; 141:681-696. [PMID: 36897135 DOI: 10.1097/aog.0000000000005104] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 12/01/2022] [Indexed: 03/11/2023]
Abstract
OBJECTIVE To assess the amount of opioid medication used by patients and the prevalence of persistent opioid use after discharge for gynecologic surgery for benign indications. DATA SOURCES We systematically searched MEDLINE, EMBASE, and ClinicalTrials.gov from inception to October 2020. METHODS OF STUDY SELECTION Studies with data on gynecologic surgical procedures for benign indications and the amount of outpatient opioids consumed, or the incidence of either persistent opioid use or opioid-use disorder postsurgery were included. Two reviewers independently screened citations and extracted data from eligible studies. TABULATION, INTEGRATION, AND RESULTS Thirty-six studies (37 articles) met inclusion criteria. Data were extracted from 35 studies; 23 studies included data on opioids consumed after hospital discharge, and 12 studies included data on persistent opioid use after gynecologic surgery. Average morphine milligram equivalents (MME) used in the 14 days after discharge were 54.0 (95% CI 39.9-68.0, seven tablets of 5-mg oxycodone) across all gynecologic surgery types, 35.0 (95% CI 0-75.12, 4.5 tablets of 5-mg oxycodone) after a vaginal hysterectomy, 59.5 (95% CI 44.4-74.6, eight tablets of 5-mg oxycodone) after laparoscopic hysterectomy, and 108.1 (95% CI 80.5-135.8, 14.5 tablets of 5-mg oxycodone) after abdominal hysterectomy. Patients used 22.4 MME (95% CI 12.4-32.3, three tablets of 5-mg oxycodone) within 24 hours of discharge after laparoscopic procedures without hysterectomy and 79.8 MME (95% CI 37.1-122.6, 10.5 tablets of 5-mg oxycodone) from discharge to 7 or 14 days postdischarge after surgery for prolapse. Persistent opioid use occurred in about 4.4% of patients after gynecologic surgery, but this outcome had high heterogeneity due to variation in populations and definitions of the outcome. CONCLUSION On average, patients use the equivalent of 15 or fewer 5-mg oxycodone tablets (or equivalent) in the 2 weeks after discharge after major gynecologic surgery for benign indications. Persistent opioid use occurred in 4.4% of patients who underwent gynecologic surgery for benign indications. Our findings could help surgeons minimize overprescribing and reduce medication diversion or misuse. SYSTEMATIC REVIEW REGISTRATION PROSPERO, CRD42020146120.
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Affiliation(s)
- Kristen A Matteson
- Women and Infants Hospital, Warren Alpert Medical School of Brown University, and the Center for Evidence Based Medicine, Brown University School of Public Health, Providence, Rhode Island; the University of Michigan, Ann Arbor, Michigan; the University of New Mexico, Albuquerque, New Mexico; Northwest Kaiser Permanente, Portland, Oregon; the University of Queensland / Ochsner Clinical School, New Orleans, Louisiana; the University of Texas Southwestern Medical Center, Dallas, Texas; the University of Louisville Health, Louisville, Kentucky; the Wayne State University School of Medicine, Detroit, Michigan; the Icahn School of Medicine at Mount Sinai, New York, New York; the University of Florida, Jacksonville, Florida; and Dell Medical School, University of Texas at Austin, Austin, Texas
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Kay AH, Othieno A, Boscardin J, Chen LL, Alvarez EA, Swanson M, Ueda S, Chen LM, Chapman JS. The past, present, and future of opioid prescribing: perioperative opioid use in gynecologic oncology patients after laparotomy at a single institution from 2012 to 2021. Gynecol Oncol Rep 2023; 46:101172. [PMID: 37065538 PMCID: PMC10090236 DOI: 10.1016/j.gore.2023.101172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 03/21/2023] [Accepted: 03/22/2023] [Indexed: 03/30/2023] Open
Abstract
Objective To describe the evolution of perioperative opioid management in gynecologic oncology patients after open surgeries and determine current opioid over-prescription rates. Methods Part one of this two-part study was a retrospective chart review of adult patients who underwent laparotomy by a gynecologic oncologist from July 1, 2012 to June 30, 2021, comparing changes in clinical characteristics, pain management and discharge opioid prescription sizes between fiscal year 2012 (FY2012) and 2020 (FY2020). In part two, we prospectively surveyed patients after laparotomy in 2021 to determine opioid use after hospital discharge. Results 1187 patients were included in the chart review. Demographic and surgical characteristics remained stable from FY2012 to FY2020 with differences notable for increased rates of interval cytoreductive surgeries for advanced ovarian cancer and decreased rates of full lymph node dissection. Median inpatient opioid use decreased by 62 % from FY2012 to FY2020. Median discharge opioid prescription size was 675 oral morphine equivalents (OME) per patient in FY2012 and decreased by 77.7 % to 150 OME in FY2020. Of 95 surveyed patients in 2021, median self-reported opioid use after discharge was 22.5 OME. Patients had an excess of opioids equivalent to 1331 doses of 5-milligram oxycodone tablets per 100 patients. Conclusion Inpatient opioid use in our gynecologic oncology open surgical patients and post-discharge opioid prescription size significantly decreased over the last decade. Despite this progress, our current prescribing patterns continue to significantly overestimate patients' actual opioid use after hospital discharge. Individualized point of care tools are needed to determine an appropriate opioid prescription size.
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Miracle DK, Slavova S, Brown JR, Dasgupta N, Harris S, Freeman PR. Accuracy and validity of reported opioid prescription days' supply. Pharmacoepidemiol Drug Saf 2022; 31:1253-1261. [PMID: 36053913 PMCID: PMC9729389 DOI: 10.1002/pds.5528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 07/06/2022] [Accepted: 08/13/2022] [Indexed: 12/15/2022]
Abstract
PURPOSE The primary objective of this study was to estimate the percentage of opioid analgesic (OA) prescriptions dispensed by Kentucky independent pharmacies with correctly entered days' supply in the state prescription drug monitoring program (PDMP) system in 2019. METHODS Using a two-stage cluster design, pharmacies were sampled with probabilities proportional to the volume of dispensed OAs; 100 random OA prescriptions were sampled from PDMP records submitted by each pharmacy. Following recruitment, demographic information and hard-copy prescription data for sampled records were abstracted on-site. Days' supply was independently calculated by two pharmacists using a standard formula with disagreements adjudicated blindly by a third pharmacist. Adjudicated days' supply was compared with that submitted to the PDMP and classified as accurate/inaccurate. Descriptive statistics were used to characterize the sample and a multivariable logistic regression model was used to assess the relationship between accuracy and prescription/practice-related factors. RESULTS A total of 1281 OA prescriptions were reviewed at 13 participating pharmacies. Accuracy of reported OA days' supply was 89.85%, (95% CI: 86.90, 92.80). Factors associated with accuracy were presence of special instructions from the prescriber (OR 3.13 [95% CI: 1.43, 6.82]), presence of 'as-needed' directions (OR 0.29 [95% CI: 0.18, 0.47]), and billing to a third-party payer (OR 1.43 [95% CI: 1.01, 2.02]). CONCLUSIONS Accuracy of OA days' supply reported to the state PDMP was found to be moderately high. Certain prescription-related factors influence accuracy and should be accounted for in future studies. Patterns, including opioid 'split-billing' were identified and may impact validity of PDMP and administrative claims studies.
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Affiliation(s)
- Dustin K. Miracle
- Department of Pharmacy Practice and Science, University of Kentucky College of Pharmacy, Lexington, Kentucky, United States
| | - Svetla Slavova
- Department of Biostatistics, University of Kentucky, Lexington, Kentucky, United States
- Kentucky Injury Prevention and Research Center, Lexington, Kentucky, United States
| | - John R. Brown
- Department of Pharmacy Practice and Science, University of Kentucky College of Pharmacy, Lexington, Kentucky, United States
| | - Nabarun Dasgupta
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States
- Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States
| | - Sarah Harris
- Department of Pharmacy Practice and Science, University of Kentucky College of Pharmacy, Lexington, Kentucky, United States
| | - Patricia R. Freeman
- Department of Pharmacy Practice and Science, University of Kentucky College of Pharmacy, Lexington, Kentucky, United States
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Hickson RP, Annis IE, Killeya-Jones LA, Fang G. Comparing Continuous and Binary Group-based Trajectory Modeling Using Statin Medication Adherence Data. Med Care 2021; 59:997-1005. [PMID: 34644285 PMCID: PMC8525904 DOI: 10.1097/mlr.0000000000001625] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Of 58 medication adherence group-based trajectory modeling (GBTM) published studies, 74% used binary and 26% used continuous GBTM. Few studies provided a rationale for this choice. No medication adherence studies have compared continuous and binary GBTM. OBJECTIVE The objective of this study was to assess whether continuous versus binary GBTM: (1) impacts adherence trajectory shapes; and (2) results in the differential classification of patients into adherence groups. METHODS Patients were prevalent statin users with myocardial infarction hospitalization, 66+ years old, and continuously enrolled in fee-for-service Medicare. Statin medication adherence was measured 6 months prehospitalization using administrative claims. Final GBTM specifications beyond default settings were selected using a previously defined standardized procedure and applied separately to continuous and binary (proportion of days covered ≥0.80) medication adherence measures. Assignment to adherence groups was compared between continuous and binary models using percent agreement of patient classification and the κ coefficient. RESULTS Among 113,296 prevalent statin users, 4 adherence groups were identified in both models. Three groups were consistent: persistently adherent, progressively nonadherent, and persistently nonadherent. The fourth continuous group was moderately adherent (progressively adherent in the binary model). When comparing patient assignment into adherence groups between continuous and binary trajectory models, only 78.4% of patients were categorized into comparable groups (κ=0.641; 95% confidence interval: 0.638-0.645). The agreement was highest in the persistently adherent group (∼94%). CONCLUSIONS Continuous and binary trajectory models are conceptually different measures of medication adherence. The choice between these approaches should be guided by study objectives and the role of medication adherence within the study-exposure, outcome, or confounder.
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Affiliation(s)
- Ryan P Hickson
- Division of Pharmaceutical Outcomes and Policy, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill
- Department of Epidemiology, UNC Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Geriatric Research, Education, and Clinical Center, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA
| | - Izabela E Annis
- Division of Pharmaceutical Outcomes and Policy, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill
| | - Ley A Killeya-Jones
- Division of Pharmaceutical Outcomes and Policy, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill
| | - Gang Fang
- Division of Pharmaceutical Outcomes and Policy, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill
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Evaluation of Opioid Prescribing Patterns and Use Following Hysterectomy for Benign Indication: A Prospective Cohort Study. JOURNAL OF OBSTETRICS AND GYNAECOLOGY CANADA 2021; 44:240-246.e1. [PMID: 34656767 DOI: 10.1016/j.jogc.2021.09.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 09/08/2021] [Accepted: 09/09/2021] [Indexed: 11/23/2022]
Abstract
OBJECTIVES To evaluate surgeon opioid prescribing patterns for patients undergoing hysterectomy for benign indication, as well as patient use of postoperative medications and satisfaction with postoperative pain management. METHODS Patients undergoing hysterectomy for benign indications at Kingston Health Sciences Centre were invited to participate in a telephone survey 2 weeks post-surgery to review their analgesia use and pain management. Patient demographics, medical history, intraoperative surgical details, and postoperative prescriptions were gathered through patient record review. Opioid prescribing and utilization patterns were assessed, as was satisfaction with postoperative pain management. RESULTS Of 124 eligible patients 110 (89%) completed the telephone survey, a mean 15.9 ± 2.3 days after surgery. The mean age of participants was 51.6 ± 11.9 years. Most surgeries (84.5%) were minimally invasive, and 45.5% of patients were discharged within 24 hours of surgery. An opioid prescription was given to 71.8% of participants, and 52.7% used at least 1 dose of opioid medication after discharge. Most participants described very good or adequate postoperative pain management (88.2%). Satisfaction with postoperative pain control was not associated with receipt of an opioid prescription (P = 0.89). A greater proportion of those who used 1 or more doses of opioids versus none indicated poor or inadequate pain management (19.0% vs. 4.1%; P = 0.035). CONCLUSION Many patients do not use postoperative opioid analgesia following hospital discharge after hysterectomy, without experiencing poor pain management. Surgeons should assess each individual and tailor the analgesia plan as necessary, optimizing non-opioid options.
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