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Cronin WA, Nealeigh MD, Harry NM, Kerr C, Cyr KL, Velosky AG, Highland KB. Appendectomy Pain Medication Prescribing Variation in the U.S. Military Health System. Mil Med 2024; 189:1497-1504. [PMID: 37951595 DOI: 10.1093/milmed/usad419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 09/14/2023] [Accepted: 10/12/2023] [Indexed: 11/14/2023] Open
Abstract
INTRODUCTION Post-appendectomy opioid prescription practices may vary widely across and within health care systems. Although guidelines encourage conservative opioid prescribing and prescribing of non-opioid pain medications, the variation of prescribing practices and the probability of opioid refill remain unknown in the U.S. Military Health System. MATERIALS AND METHODS This retrospective observational cohort study evaluated medical data of 11,713 patients who received an appendectomy in the Military Health System between January 2016 and June 2021. Linear-mixed and generalized linear-mixed models evaluated the relationships between patient-, care-, and system-level factors and the two primary outcomes; the morphine equivalent dose (MED) at hospital discharge; and the probability of 30-day opioid prescription refill. Sensitivity analyses repeated the generalized linear-mixed model predicting the probability of opioid (re)fill after an appendectomy, but with inclusion of the full sample, including patients who had not received a discharge opioid prescription (e.g., 0 mg MED). RESULTS Discharge MED was twice the recommended guidance and was not associated with opioid refill. Higher discharge MED was associated with opioid/non-opioid combination prescription (+38 mg) relative to opioid-only, lack of non-opioid prescribing at discharge (+6 mg), care received before a Defense Health Agency opioid safety policy was released (+61 mg), documented nicotine dependence (+8 mg), and pre-appendectomy opioid prescription (+5 mg) (all P < .01). Opioid refill was more likely for patients with complicated appendicitis (OR = 1.34; P < .01); patients assigned female (OR = 1.25, P < .01); those with a documented mental health diagnosis (OR = 1.32, P = .03), an antidepressant prescription (OR = 1.84, P < .001), or both (OR = 1.54, P < .001); and patients with documented nicotine dependence (OR = 1.53, P < .001). Opioid refill was less likely for patients who received care after the Defense Health Agency policy was released (OR = 0.71, P < .001), were opioid naive (OR = 0.54, P < .001), or were Asian or Pacific Islander (relative to white patients, OR = 0.68, P = .04). Results from the sensitivity analyses were similar to the main analysis, aside from two exceptions. The probability of refill no longer differed by race and ethnicity or mental health condition only. CONCLUSIONS Individual prescriber practices shifted with new guidelines, but potentially unwarranted variation in opioid prescribing dose remained. Future studies may benefit from evaluating patients' experiences with pain management, satisfaction, and patient-centered education after appendectomy within the context of opioid prescribing practices, amount of medications used, and refill probability. Such could pave a way for standardized patient-centered procedures that both decrease unwarranted prescribing pattern variability and optimize pain management regimens.
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Affiliation(s)
- William A Cronin
- Department of Anesthesiology, Walter Reed National Military Medical Center, 4494 Palmer Rd N, Bethesda, MD 20814, USA
- Department of Anesthesiology, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD 20814, USA
| | - Matthew D Nealeigh
- Department of Surgery, Walter Reed National Military Medical Center, 4494 Palmer Rd N, Bethesda, MD 20814, USA
- Department of Surgery, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD 20814, USA
| | - Nathaniel M Harry
- Department of Anesthesiology, Walter Reed National Military Medical Center, 4494 Palmer Rd N, Bethesda, MD 20814, USA
| | - Christopher Kerr
- Department of Anesthesiology, Walter Reed National Military Medical Center, 4494 Palmer Rd N, Bethesda, MD 20814, USA
| | - Kyle L Cyr
- Department of Anesthesiology, Walter Reed National Military Medical Center, 4494 Palmer Rd N, Bethesda, MD 20814, USA
- Department of Anesthesiology, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD 20814, USA
| | - Alexander G Velosky
- Defense and Veterans Center for Integrative Pain Management, Department of Anesthesiology, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD 20814, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., 6720A Rockledge Dr., #100, Bethesda, MD 20817, USA
- Enterprise Intelligence and Data Solutions (EIDS) Program Office, Program Executive Office, Defense Healthcare Management Systems (PEO DHMS), 3515 S. General McMullen, Building 1, San Antonio, TX 78226, USA
| | - Krista B Highland
- Department of Anesthesiology, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD 20814, USA
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Phinn K, Liu S, Patanwala AE, Penm J. Effectiveness of organizational interventions on appropriate opioid prescribing for noncancer pain upon hospital discharge: A systematic review. Br J Clin Pharmacol 2023; 89:982-1002. [PMID: 36495313 DOI: 10.1111/bcp.15633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 11/24/2022] [Accepted: 12/04/2022] [Indexed: 12/14/2022] Open
Abstract
This study aims to summarize the effectiveness of organizational interventions on appropriate opioid prescribing for noncancer pain upon hospital discharge. A systematic search was conducted on 6 electronic databases by 2 independent reviewers. We included original research articles reporting on quantitative outcomes of organizational interventions targeting appropriate opioid prescribing on hospital discharge. Quality assessment was performed by 2 independent reviewers. The protocol for this review was prospectively registered on PROSPERO (ID: CRD42020156104). Out of 173 full texts assessed for eligibility, 43 were included in this review. The majority of studies had a moderate to serious risk of bias (33 out of 43). Most of the studies implemented a multifaceted organizational intervention (16 studies). Other interventions included guideline implementation, prescriber education and default opioid-prescribing quantity changes in electronic medical records. Multiple studies found that the dissemination of patient-specific and procedure-specific guidelines reduced the quantity of opioids prescribed by 44 to 57%. Prescriber education provided with feedback was implemented in 4 studies and resulted in a 33 to 44% decrease in prescribing rates. Lowering the default quantities in the electronic medical records produced a 40% decrease in opioids prescribed in 1 study. Guideline implementation, prescriber education and default opioid-prescribing quantity changes all appear effective in improving the appropriate prescribing of opioids on hospital discharge. However, the extent of reduction of opioid prescribing upon hospital discharge after the implementation of multifaceted intervention strategies appears similar to that of simpler interventions which require fewer resources.
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Affiliation(s)
- Katelyn Phinn
- Faculty of Medicine and Health, School of Pharmacy, The University of Sydney, Camperdown, New South Wales, Australia
| | - Shania Liu
- Faculty of Medicine and Health, School of Pharmacy, The University of Sydney, Camperdown, New South Wales, Australia.,Department of Pharmacy, Prince of Wales Hospital, Randwick, New South Wales, Australia
| | - Asad E Patanwala
- Faculty of Medicine and Health, School of Pharmacy, The University of Sydney, Camperdown, New South Wales, Australia.,Department of Pharmacy, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia
| | - Jonathan Penm
- Faculty of Medicine and Health, School of Pharmacy, The University of Sydney, Camperdown, New South Wales, Australia.,Department of Pharmacy, Prince of Wales Hospital, Randwick, New South Wales, Australia
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Madsen AM, Martin JM, Linder BJ, Gebhart JB. Perioperative opioid management for minimally invasive hysterectomy. Best Pract Res Clin Obstet Gynaecol 2022; 85:68-80. [PMID: 35752553 DOI: 10.1016/j.bpobgyn.2022.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 05/18/2022] [Accepted: 05/20/2022] [Indexed: 12/14/2022]
Abstract
Given the high volume of hysterectomies performed, the contribution of gynecologists to the opioid crisis is potentially significant. Following a hysterectomy, most patients are over-prescribed opioids, are vulnerable to developing new persistent opioid use, and can be the source of misuse, diversion, or accidental exposure. People who misuse opioids are at risk of an overdose related death, which is now one of the leading causes of death in the United States and is rising in other countries. It is the physician's responsibility to reduce opioid use by making impactful practice changes, such as 1) using pre-emptive opioid sparing strategies, 2) optimizing multimodal nonopioid pain management, 3) restricting postoperative opioid prescribing, and 4) educating patients on proper disposal of unused opioids. These changes can be implemented with an enhanced recovery after surgery protocol, shared decision-making, and patient education strategies related to opioids.
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Affiliation(s)
- Annetta M Madsen
- Department of Obstetrics & Gynecology, Division of Urogynecology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Jessica M Martin
- Department of Obstetrics & Gynecology, Division of Urogynecology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Brian J Linder
- Department of Obstetrics & Gynecology, Division of Urogynecology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - John B Gebhart
- Department of Obstetrics & Gynecology, Division of Urogynecology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.
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The variation of opioid prescription after injury and its association with long-term chronic pain: A multicenter cohort study. Surgery 2022; 172:1844-1850. [PMID: 36123179 DOI: 10.1016/j.surg.2022.08.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 07/20/2022] [Accepted: 08/05/2022] [Indexed: 01/07/2023]
Abstract
BACKGROUND Opioid overprescription in trauma contributes to the opioid epidemic through diversion of unused pills. Through our study, we sought to do the following: (1) understand the variation in opioid prescription after injury and its relationship to patient and/or clinical variables, and (2) study the relationship between opioid prescribing and long-term pain and analgesic use. METHOD Trauma patients with an injury severity score ≥9 admitted to 3 level 1 trauma centers were screened for chronic pain and analgesic use 6 to 12 months postinjury. First, multivariable linear regression models were constructed with "oral morphine equivalents" and "number of opioid pills prescribed" at discharge as dependent variables. The coefficients of determination were calculated to determine how much of the variation in opioid prescription was explained by patient and clinical variables. Second, a multivariable logistic regression analysis was created to study the association between opioid prescription at discharge and chronic pain/analgesic use at 6 to 12 months. Analyses were adjusted for patient demographics, socioeconomics, comorbidities, injury parameters, and hospital course. RESULTS Of the 2,702 patients included (mean [standard deviation] age: 61.0 [21.5]; 55% males), 74% were prescribed opioids at discharge (mean number of pills [standard deviation]: 24.0 [26.5]; mean oral morphine equivalent [standard deviation]: 204.8 [348.1]). The adjusted coefficients of determination for oral morphine equivalents and number of pills was 0.12 and 0.21, respectively, suggesting that the measured patient and clinical factors explain <21% of the variation in opioid prescribing in trauma. Patients prescribed opioids were more likely to have chronic pain (odds ratio [95%] confidence interval: 1.34 [1.05-1.71]) and use analgesics daily (odds ratio [95%] confidence interval: 1.86 [1.25-2.77]) 6 to 12 months postinjury. CONCLUSION The variation in opioid prescription after traumatic injury is more affected by system and provider level rather than clinical or patient-related factors, and opioid prescribing correlates independently with long-term chronic pain and continued analgesic use postinjury. Efforts to decrease opioid use should prioritize standardizing prescription practices after traumatic injury.
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Mou Z, Chau H, Kalavacherla S, Radgoudarzi N, Soliman SI, Zhao B, Mekeel K. Tailored order set in the electronic health record decreases postoperative opioid prescriptions. Surgery 2022; 172:677-682. [DOI: 10.1016/j.surg.2022.03.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 02/22/2022] [Accepted: 03/14/2022] [Indexed: 11/29/2022]
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Schaffer S, Bayat D, Biffl WL, Smith J, Schaffer KB, Dandan TH, Wang J, Snyder D, Nalick C, Dandan IS, Tominaga GT, Castelo MR. Pain management on a trauma service: a crisis reveals opportunities. Trauma Surg Acute Care Open 2022; 7:e000862. [PMID: 35402732 PMCID: PMC8948384 DOI: 10.1136/tsaco-2021-000862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 03/08/2022] [Indexed: 11/07/2022] Open
Abstract
Objectives The opioid crisis has forced an examination of opioid prescribing and usage patterns. Multimodal pain management and limited, procedure-specific prescribing guidelines have been proposed in general surgery but are less well studied in trauma, where multisystem injuries and multispecialty caregivers are the norm. We hypothesized that opioid requirements would differ by primary type of injury and by age, and we sought to identify factors affecting opioid prescribing at discharge (DC). Methods Retrospective analysis of pain management at a level II trauma center for January–November 2018. Consecutive patients with exploratory laparotomy (LAP); 3 or more rib fractures (fxs) (RIB); or pelvic (PEL), femoral (FEM), or tibial (TIB) fxs were included, and assigned to cohorts based on the predominant injury. Patients who died or had head Abbreviated Injury Scale >2 and Glasgow Coma Scale <15 were excluded. All pain medications were recorded daily; doses were converted to oral morphine equivalents (OMEs). The primary outcomes of interest were OMEs administered over the final 72 hours of hospitalization (OME72) and prescribed at DC (OMEDC). Multimodal pain therapy defined as 3 or more drugs used. Categorical variables and continuous variables were analyzed with appropriate statistical analyses. Results 208 patients were included: 17 LAP, 106 RIB, 31 PEL, 26 FEM, and 28 TIB. 74% were male and 8% were using opiates prior to admission. Injury cohorts varied by age but not Injury Severity Score (ISS) or length of stay (LOS). 64% of patients received multimodal pain therapy. There was an overall difference in OME72 between the five injury groups (p<0.0001) and OME72 was lower for RIB compared with all other cohorts. Compared with younger (age <65) patients, older (≥65 years) patients had similar ISS and LOS, but lower OME72 (45 vs 135*) and OMEDC. Median OME72 differed significantly between older and younger patients with PEL (p=0.02) and RIB (p=0.01) injuries. No relationship existed between OMEDC across injury groups, by sex or injury severity. Patients were discharged almost exclusively by trauma service advanced practice clinicians (APCs). There was no difference among APCs in number of pills or OMEs prescribed. 81% of patients received opioids at DC, of whom 69% were prescribed an opioid/acetaminophen combination drug; and only 13% were prescribed non-steroidal anti-inflammatory drugs, 19% acetaminophen, and 31% gabapentin. Conclusions Opioid usage varied among patients with different injury types. Opioid DC prescribing appears rote and does not correlate with actual opioid usage during the 72 hours prior to DC. Paradoxically, OMEDC tends to be higher among females, patients with ISS <16, and those with rib fxs, despite a tendency toward lower OME72 usage among these groups. There was apparent underutilization of non-opioid agents. These findings highlight opportunities for improvement and further study. Level of evidence IV.
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Affiliation(s)
- Sabina Schaffer
- Trauma Department, Scripps Memorial Hospital La Jolla, La Jolla, California, USA
| | - Dunya Bayat
- Trauma Department, Scripps Memorial Hospital La Jolla, La Jolla, California, USA
| | - Walter L Biffl
- Trauma Department, Scripps Memorial Hospital La Jolla, La Jolla, California, USA
| | - Jeffrey Smith
- Orthopedic Trauma, Scripps Memorial Hospital La Jolla, La Jolla, California, USA
| | - Kathryn B Schaffer
- Trauma Department, Scripps Memorial Hospital La Jolla, La Jolla, California, USA
| | - Tala H Dandan
- Trauma Department, Scripps Memorial Hospital La Jolla, La Jolla, California, USA
| | - Jiayan Wang
- Trauma Department, Scripps Memorial Hospital La Jolla, La Jolla, California, USA
| | - Deb Snyder
- Trauma Department, Scripps Memorial Hospital La Jolla, La Jolla, California, USA
| | - Chris Nalick
- Trauma Department, Scripps Memorial Hospital La Jolla, La Jolla, California, USA
| | - Imad S Dandan
- Trauma Department, Scripps Memorial Hospital La Jolla, La Jolla, California, USA
| | - Gail T Tominaga
- Trauma Department, Scripps Memorial Hospital La Jolla, La Jolla, California, USA
| | - Matthew R Castelo
- Trauma Department, Scripps Memorial Hospital La Jolla, La Jolla, California, USA
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Kharasch ED, Clark JD, Adams JM. Opioids and Public Health: The Prescription Opioid Ecosystem and Need for Improved Management. Anesthesiology 2022; 136:10-30. [PMID: 34874401 PMCID: PMC10715730 DOI: 10.1097/aln.0000000000004065] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
While U.S. opioid prescribing has decreased 38% in the past decade, opioid deaths have increased 300%. This opioid paradox is poorly recognized. Current approaches to opioid management are not working, and new approaches are needed. This article reviews the outcomes and shortcomings of recent U.S. opioid policies and strategies that focus primarily or exclusively on reducing or eliminating opioid prescribing. It introduces concepts of a prescription opioid ecosystem and opioid pool, and it discusses how the pool can be influenced by supply-side, demand-side, and opioid returns factors. It illuminates pressing policy needs for an opioid ecosystem that enables proper opioid stewardship, identifies associated responsibilities, and emphasizes the necessity of making opioid returns as easy and common as opioid prescribing, in order to minimize the size of the opioid pool available for potential diversion, misuse, overdose, and death. Approaches are applicable to opioid prescribing in general, and to opioid prescribing after surgery.
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Affiliation(s)
- Evan D Kharasch
- Department of Anesthesiology, Duke University School of Medicine, Durham, North Carolina
| | - J David Clark
- the Anesthesiology Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, California
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Preoperative patient opioid education, standardization of prescriptions, and their impact on overall patient satisfaction. Surgery 2021; 169:655-659. [DOI: 10.1016/j.surg.2020.09.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 08/17/2020] [Accepted: 09/07/2020] [Indexed: 01/06/2023]
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Pain management following robotic-assisted radical prostatectomy: transitioning to an opioid free regimen. J Robot Surg 2021; 15:923-928. [PMID: 33495942 DOI: 10.1007/s11701-021-01191-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 01/09/2021] [Indexed: 10/22/2022]
Abstract
Few studies demonstrate the safety and efficacy of postoperative pain regimens that exclude opioids altogether in patients undergoing robot-assisted radical prostatectomy (RARP). To reduce opioid use, we sought to develop an opioid-free regimen for RARP and determine perioperative outcomes before and after implementation. A retrospective, pre-post-interventional study was performed at a single institution between 8/2018 and 10/2019. An opioid-free pain regimen was developed and instituted on 3/7/2019, and all patients received preoperative counseling regarding pain expectations and management. Postoperative pain score was the primary outcome. Secondary outcomes included postoperative opioid use, length of stay, adverse events and unplanned health encounters within 30 days of discharge. Pearson's chi-squared and Student's t-tests were performed on categorical and continuous variables, respectively. Multivariable analysis was performed to determine risk factors for postoperative opioid use in the opioid-free cohort. A total of 89 patients were included for analysis; consisting of 47 (53%) pre-intervention and 42 (47%) post-intervention patients. Baseline characteristics were similar between groups. A significantly lower proportion of patients in the post-intervention group were administered opioids postoperatively (5% vs 53%, p < 0.01), despite having similar postoperative pain scores (2.69 vs 3.11, p = 0.19) and length of stay (1.0 days vs 1.2 days, p = 0.07). The post-intervention group had a significantly lower rate of opioid discharge prescriptions (14% vs 96%, p < 0.01). The rate of ED visits (12% vs 15%, p = 0.68), pain-related phone calls (17% vs 19%, p = 0.76) or adverse events (19% vs 13%, p = 0.42) were similar between groups. Among the opioid-free group, older patients were less likely to be administered postoperative opioids (OR 0.84, p = 0.046). A structured opioid-free pain regimen following RARP is non-inferior compared to traditional opioid-based standard of care. Adoption of similar regimens can help address the ongoing opioid epidemic in the United States and future work is needed to apply these principles broadly.
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Klumpner TT, Massarweh NN, Kheterpal S. Opportunities to Improve the Capacity to Rescue: Intraoperative and Perioperative Tools. Anesthesiol Clin 2020; 38:775-787. [PMID: 33127027 DOI: 10.1016/j.anclin.2020.08.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Postoperative complications, which occur in approximately 23% of surgeries, are a major source of patient mortality. Some of these deaths may be preventable. This article explores factors and contexts during the intraoperative period, in the postanesthesia care unit, perioperatively, and after discharge that may represent opportunities to intervene and prevent mortality after a potentially treatable complication. Tools to improve the identification and response to life-threatening complications in these unique care settings are discussed.
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Affiliation(s)
- Thomas T Klumpner
- Department of Anesthesiology, University of Michigan, 1H247 University Hospital, 1500 East Medical Center Drive, Ann Arbor, MI 48109-5048, USA; Department of Obstetrics and Gynecology, University of Michigan, L4001 Women's Hospital, 1500 East Medical Center Drive, Ann Arbor, MI 48109-0276, USA.
| | - Nader N Massarweh
- Center for Innovations in Quality, Effectiveness and Safety, Michael E DeBakey VAMC, 2002 Holcombe Boulevard, OCL 112, Houston, TX 77030, USA; Michael E DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, USA; Section of Health Services Research, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Sachin Kheterpal
- Department of Anesthesiology, University of Michigan, 1H247 University Hospital, 1500 East Medical Center Drive, Ann Arbor, MI 48109-5048, USA
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