Long-term opioid use after inpatient surgery - A retrospective cohort study

Machine learning identifies risk factors associated with long-term opioid use in fibromyalgia patients newly initiated on an opioid

OBJECTIVES

Fibromyalgia is frequently treated with opioids due to limited therapeutic options. Long-term opioid use is associated with several adverse outcomes. Identifying factors associated with long-term opioid use is the first step in developing targeted interventions. The aim of this study was to evaluate risk factors in fibromyalgia patients newly initiated on opioids using machine learning.

METHODS

A retrospective cohort study was conducted using a nationally representative primary care dataset from the UK, from the Clinical Research Practice Datalink. Fibromyalgia patients without prior cancer who were new opioid users were included. Logistic regression, a random forest model and Boruta feature selection were used to identify risk factors related to long-term opioid use. Adjusted ORs (aORs) and feature importance scores were calculated to gauge the strength of these associations.

RESULTS

In this study, 28 552 fibromyalgia patients initiating opioids were identified of which 7369 patients (26%) had long-term opioid use. High initial opioid dose (aOR: 31.96, mean decrease accuracy (MDA) 135), history of self-harm (aOR: 2.01, MDA 44), obesity (aOR: 2.43, MDA 36), high deprivation (aOR: 2.00, MDA 31) and substance use disorder (aOR: 2.08, MDA 25) were the factors most strongly associated with long-term use.

CONCLUSIONS

High dose of initial opioid prescription, a history of self-harm, obesity, high deprivation, substance use disorder and age were associated with long-term opioid use. This study underscores the importance of recognising these individual risk factors in fibromyalgia patients to better navigate the complexities of opioid use and facilitate patient-centred care.

Association of Homelessness with Before Medically Advised Discharge After Surgery

BACKGROUND

Before medically advised (BMA) discharge, which refers to patients leaving the hospital at their own discretion, is associated with higher rates of readmission and death in other settings. It is not known if housing status is associated with this phenomenon after surgery.

METHODS

We identified all admitted adults who underwent an operation by one of 11 different surgical services at a single tertiary care hospital between January 2013 and June 2022. Chi-square tests and t-tests were used to compare demographic and clinical features between BMA discharges and standard discharges. Multivariable logistic regression was used to evaluate the association between housing status and BMA discharge, adjusting for demographic and admission characteristics. Documented reasons for BMA discharge were also abstracted from the medical record.

RESULTS

Of 111,036 patient admissions, 242 resulted in BMA discharge (0.2%). After adjusting for observable confounders, patients experiencing homelessness had substantially higher odds of BMA discharge after surgery (adjusted odds ratio 4.4, 95% confidence interval 3.0-6.4; p < 0.001) when compared to housed. Patients who underwent emergency surgery, patients with a documented substance use disorder, and those insured by Medicaid also had significantly higher odds of BMA discharge. System- or provider-related reasons (including patient frustration with the hospital environment, challenges in managing substance dependence, and perceived inadequacy of paint control) were documented in 96% of BMA discharges for patients experiencing homelessness (vs. 66% in housed patients).

CONCLUSION

BMA discharge is more common in patients experiencing homelessness after surgery even after adjusting for observable confounding characteristics. Deeper understanding of the drivers of BMA discharge in patients experiencing homelessness through qualitative methods are critical to promote more equitable and effective care.

Simultaneous selection and inference for varying coefficients with zero regions: a soft-thresholding approach

Varying coefficient models have been used to explore dynamic effects in many scientific areas, such as in medicine, finance, and epidemiology. As most existing models ignore the existence of zero regions, we propose a new soft-thresholded varying coefficient model, where the coefficient functions are piecewise smooth with zero regions. Our new modeling approach enables us to perform variable selection, detect the zero regions of selected variables, obtain point estimates of the varying coefficients with zero regions, and construct a new type of sparse confidence intervals that accommodate zero regions. We prove the asymptotic properties of the estimator, based on which we draw statistical inference. Our simulation study reveals that the proposed sparse confidence intervals achieve the desired coverage probability. We apply the proposed method to analyze a large-scale preoperative opioid study.

Best Practice Alerts Informed by Inpatient Opioid Intake to Reduce Opioid Prescribing after Surgery (PRIOR): A Cluster Randomized Multiple Crossover Trial

BACKGROUND

Overprescription of opioids after surgery remains common. Residual and unnecessarily prescribed opioids can provide a reservoir for nonmedical use. This study therefore tested the hypothesis that a decision-support tool embedded in electronic health records guides clinicians to prescribe fewer opioids at discharge after inpatient surgery.

METHODS

This study included 21,689 surgical inpatient discharges in a cluster randomized multiple crossover trial from July 2020 to June 2021 in four Colorado hospitals. Hospital-level clusters were randomized to alternating 8-week periods during which an electronic decision-support tool recommended tailored discharge opioid prescriptions based on previous inpatient opioid intake. During active alert periods, the alert was displayed to clinicians when the proposed opioid prescription exceeded recommended amounts. No alerts were displayed during inactive periods. Carryover effects were mitigated by including 4-week washout periods. The primary outcome was oral morphine milligram equivalents prescribed at discharge. Secondary outcomes included combination opioid and nonopioid prescriptions and additional opioid prescriptions until day 28 after discharge. A vigorous state-wide opioid education and awareness campaign was in place during the trial.

RESULTS

The total postdischarge opioid prescription was a median [quartile 1, quartile 3] of 75 [0, 225] oral morphine milligram equivalents among 11,003 patients discharged when the alerts were active and 100 [0, 225] morphine milligram equivalents in 10,686 patients when the alerts were inactive, with an estimated ratio of geometric means of 0.95 (95% CI, 0.80 to 1.13; P = 0.586). The alert was displayed in 28% (3,074 of 11,003) of the discharges during the active alert period. There was no relationship between the alert and prescribed opioid and nonopioid combination medications or additional opioid prescriptions written after discharge.

CONCLUSIONS

A decision-support tool incorporated into electronic medical records did not reduce discharge opioid prescribing for postoperative patients in the context of vigorous opioid education and awareness efforts. Opioid prescribing alerts might yet be valuable in other contexts.(Anesthesiology 2023; 139:186-96).

EDITOR’S PERSPECTIVE

Surgical Opioid Stewardship for Orthopedic Surgery: A Quality Improvement Initiative

The aim of this quality improvement initiative was to reduce unnecessary opioid prescribing by sharing data with prescribers on opioid use by patients. In our study, transition of care clinicians performed follow-up phone calls to select postoperative orthopedic patients to determine opioid use. We implemented a standardized postoperative 7-day opioid wean and designed a dashboard to track the information gathered. We calculated descriptive statistics for continuous and categorical variables. In the initial assessment of opioid use by orthopedic patients, the study consisted of 296 patients with a mean age of 64.8±11.4 years, 147 females (49.7%) and 149 males (50.3%), 59.1% joint replacements (hip, knee, shoulder), and 40.9% spine surgeries (lumbar decompression, cervical fusion, hemilaminectomy). Among those prescribed an opioid, 50% received a prescription for 30 pills or less and 52.4% reported taking more than 80% of the opioid pills, while 35.1% reported taking less than 60%. In the prescribing quality improvement assessment, there were a total of 1547 hospitalizations for joint replacement surgeries from June 2018 to June 2020: 774 (50.0%) hips and 773 (50.0%) knees. There was a significant difference in morphine milligram equivalents per day and quantity prescribed when comparing the preintervention period with the postintervention period without significant increases in opioid refill requests or return visit rates. In our study, sharing data around patient opioid use and provider-facing prescribing metrics reduced postoperative opioid prescribing without significantly increasing opioid refill or emergency department return visit rates. [Orthopedics. 2023;46(4):e230-e236.].

Concordance of opioid exposure in all-payer claims databases with prescription drug monitoring program database using Arkansas as a case example

OBJECTIVE

To assess the concordance between and benefit of adding prescription drug monitoring program (PDMP) data to all-payer claims database (APCD) data for identifying and classifying opioid exposure among insured individuals.

DATA SOURCES AND STUDY SETTING

Arkansas APCD and PDMP.

STUDY DESIGN

Enrollees in APCD were classified as (1) true positives: if they received opioids in both databases, (2) false positives: if they only received opioids in APCD, (3) true negatives: if they had no opioid exposure in both databases, (4) false negatives: if they only received opioids in the PDMP database. Specificity, sensitivity, negative, and positive predictive values were calculated using PDMP as the "gold standard" database source. Subjects were also categorized as those who received any opioid, chronic opioid, high-dose opioid, or high-risk opioid therapies.

DATA COLLECTION/EXTRACTION METHODS

Arkansas residents continuously enrolled with pharmacy coverage in 2016 were included. APCD and PDMP were linked using an encrypted enrollee identifier, gender, and year of birth.

PRINCIPAL FINDINGS

The degree of concordance in opioid exposure between the two databases among 1,411,565 enrollees was high (sensitivity = 92.67%, specificity = 96.13%, positive predictive value = 91.60%, negative predictive value = 96.65%). Enrollees classified as having any opioid (APCD: 31.64% vs. PDMP: 31.26% vs. APCD+PDMP: 33.93%), chronic opioid (APCD: 7.81% vs. PDMP: 7.54% vs. APCD+PDMP: 8.24%), high-dose opioid (APCD: 10.60% vs. PDMP: 9.62% vs. APCD+PDMP: 11.33%), or high-risk opioid (APCD: 5.28% vs. PDMP: 5.33% vs. APCD+PDMP: 6.20%) therapies, were similar using only APCD versus PDMP versus the combined APCD and PDMP data sources.

CONCLUSIONS

Claims data sources, such as APCDs, are fairly accurate in identifying opioid exposure and the level of opioid exposure among persons with continuous pharmacy coverage.

Estimating Savings Opportunities From Therapeutic Substitutions of High-Cost Generic Medications

IMPORTANCE

Use of generics is generally understood as a cost-saving practice. However, pharmacy benefit managers have an incentive to place higher-priced generic drugs on insurers' drug formularies to profit by creating a large difference between the price negotiated with pharmacies and the price paid by insurers (what is known as spread pricing).

OBJECTIVE

To examine price differentials and savings potential between high-cost generics and corresponding therapeutic alternatives of same clinical value and lower cost.

DESIGN, SETTING, AND PARTICIPANTS

This cross-sectional analysis examined the top 1000 generics in Colorado's all-payer claims database (CO-APCD) in 2019. High-cost generics and lower-cost generic therapeutic alternatives of same clinical value constituted the study sample. Data were analyzed from January 2019 to December 2019.

EXPOSURES

Generic drug prices measured by transaction prices, average wholesale price (AWP), and national drug acquisition average cost (NADAC).

MAIN OUTCOMES AND MEASURES

Price differentials between the high-cost generics and the corresponding therapeutic alternatives. Levels of discounts and savings that could be achieved if the high-cost generics had been substituted by their therapeutic alternatives.

RESULTS

This cross-sectional study of the top 1000 CO-APCD generics identified 45 high-cost products that had lower-cost therapeutic alternatives of same clinical value. Overall, high-cost generics were 15.6 times more expensive than their therapeutic alternatives (median values). If the lower-cost alternatives had been used, total spending would have been reduced from $7.5 million to $873 711, resulting in 88.3% savings. Most substitutions (28 of 45 [62.2]%) involved different dosage forms or different strengths of the same drug and provided mean (SD) discounts of 94.9% (3.8%) and 77.1% (19.9%), respectively.

CONCLUSIONS AND RELEVANCE

In this study, replacing high-cost generics with lower-cost alternatives of same clinical value would produce savings of nearly 90%. Plan sponsors should be aware that some generics are associated with higher spending and should periodically review the specific products driving their generic drug spending. Substitution of high-cost generics may provide a simple pathway to offer the same therapeutic benefit at lower cost to patients and insurers.

Male gender, smoking, younger age, and preoperative pain found to increase postoperative opioid requirements in 592 elective colorectal resections

PURPOSE

With increased awareness of the opioid epidemic, understanding contributing factors to postoperative opioid use is important. The purpose of this study was to evaluate patient and perioperative factors that contribute to postoperative opioid use after colorectal resections and their relation to pre-existing pain conditions and psychiatric diagnoses.

METHODS

A retrospective review was conducted identifying adult patients who underwent elective colorectal resection at a single tertiary center between 2015 and 2018. Patient demographics, preoperative factors, surgical approach, and perioperative pain management were evaluated to determine standard conversion morphine milligram equivalents required for postoperative days 0 to 3 and total hospital stay.

RESULTS

Five hundred and ninety-two patients: 46% male, median age 58 years undergoing colorectal resections for indications including cancer, inflammatory bowel disease, and diverticulitis were identified. Less opioid use was found to be associated with female gender (β =  - 42), patients who received perioperative lidocaine infusion (β =  - 30), and older adults (equivalents/year) (β =  - 4, all p < 0.01). Preoperative opioid use, preoperative abdominal pain, epidural use, and smoking were all independently associated with increased postoperative opioid requirements.

CONCLUSIONS

In this study of patients undergoing elective colorectal resection, factors that were associated with higher perioperative opioid use included male gender, smoking, younger age, preoperative opioid use, preoperative abdominal pain, and epidural use. Perioperative administration of lidocaine was associated with decreased opioid requirements. Understanding risk factors and stratifying postoperative pain regimens may aid in improved pain control and decrease long-term dependency.

Pain Management and Risks Associated With Substance Use: Practice Recommendations

Assessing and managing pain while evaluating risks associated with substance use and substance use disorders continues to be a challenge faced by health care clinicians. The American Society for Pain Management Nursing and the International Nurses Society on Addictions uphold the principle that all persons with co-occurring pain and substance use or substance use disorders have the right to be treated with dignity and respect, and receive evidence-based, high quality assessment, and management for both conditions. The American Society for Pain Management Nursing and International Nurses Society on Addictions have updated their 2012 position statement on this topic supporting an integrated, holistic, multidimensional approach, which includes nonopioid and nonpharmacological modalities. Opioid use disorder is used as an exemplar for substance use disorders and clinical recommendations are included with expanded attention to risk assessment and mitigation with interventions targeted to minimize the risk for relapse or escalation of substance use. Opioids should not be excluded for anyone when indicated for pain management. A team-based approach is critical, promotes the active involvement of the person with pain and their support systems, and includes pain and addiction specialists whenever possible. Health care systems should establish policies and procedures that facilitate and support the principles and recommendations put forth in this article.

APCDs can Provide Important Insights for Surveilling the Opioid Epidemic, With Caveats

State-level all-payer claims databases (APCDs) are a possible new public health surveillance tool, but their reliability is unclear. We compared Colorado's APCD with other state-level databases for use in monitoring the opioid epidemic (Colorado Hospital Association and Colorado's Prescription Drug Monitoring Program database for 2010-2017), using descriptive analyses comparing quarterly counts/rates of opioid-involved inpatient and emergency department visits and counts/rates of 30-day opioid fills between databases. Utilization is lower in the Colorado APCD than the other databases for all outcomes but trends are parallel and consistent between databases. State APCDs hold promise for researchers, but they may be better suited to individual-level analyses or comparisons of providers than for surveillance of public health trends related to addiction.

Minimizing the Risk of Opioid Misuse and Abuse in the Surgical Setting

The misuse of opioids continues to be a public health problem. Acute post-surgical pain management requires a careful balance between the benefits and risks of opioids. Opioids should be part of a multimodal treatment plan, including the use of nonopioid and nonpharmacologic treatment options. Multimodal pain management allows for individualized treatment and improved patient satisfaction while limiting the risks inherent to opioids, including diversion. Surgeons should avoid overprescribing opioids and have a plan for decreasing the use of opioids in the postsurgical time frame. With careful consideration of the risks, opioids can be prescribed to treat acute postsurgical pain effectively. [Orthopedics. 2021;44(6):353-359.].

The Association Between Preoperative Opioid Exposure and Prolonged Postoperative Use

OBJECTIVE

To determine the effect of nonchronic, periodic preoperative opioid use on prolonged opioid fills after surgery.

BACKGROUND

Nonchronic, periodic opioid use is common, but its effect on prolonged postoperative opioid fills is not well understood. We hypothesize greater periodic opioid use before surgery is correlated with persistent postoperative use.

METHODS

We used a national private insurance claims database, Optum's de-identifed Clinformatics Data Mart Database, to identify adults undergoing general, gynecologic, and urologic surgical procedures between 2008 and 2015 (N = 191,043). We described patterns of opioid fills based on dose, recency, duration, and continuity to categorize preoperative opioid exposure. Patients with chronic use were excluded. Our primary outcome was persistent postoperative use, defined as filling an opioid prescription between 91- and 180-days post-discharge. The association between preoperative opioid use and persistent use was determined using multivariable logistic regression, controlling for clinical covariates.

RESULTS

In the year before surgery, 41% of patients had nonchronic, periodic opioid fills. Compared with other risk factors, patterns of preoperative fills were most strongly correlated with persistent postoperative opioid use. Patients with recent intermittent use were significantly more likely to have prolonged fills after surgery compared with opioid-naïve patients [minimal use: odds ratio (OR): 2.0, 95% confidence interval (CI) 1.89-2.03; remote intermittent: OR 4.7, 95% CI 4.46-4.93; recent intermittent: OR 12.2, 95% CI 11.49-12.90].

CONCLUSIONS

Patients with nonchronic, periodic opioid use before surgery are vulnerable to persistent postoperative opioid use. Identifying opioid use before surgery is a critical opportunity to optimize care after surgery.

Claims-based measures of prescription opioid utilization: A practical guide for researchers

BACKGROUND

Given the increased attention to the opioid epidemic and the role of inappropriate prescribing, there has been a marked increase in the number of studies using claims data to study opioid use and policies designed to curb misuse. Our objective is to review the medical literature for recent studies that use claims data to construct opioid use measures and to develop a guide for researchers using these measures.

METHODS

We searched for articles relating to opioid use measured in health insurance claims data using a defined set of search terms for the years 2014-2020. Original research articles based in the United States that used claims-based measures of opioid utilization were included and information on the study population and measures of any opioid use, quantity of opioid use, new opioid use, chronic opioid use, multiple providers, and overlapping prescriptions was abstracted.

RESULTS

A total of 164 articles met inclusion criteria. Any opioid use was the most commonly included measure, defined by 85 studies. This was followed by quantity of opioids (68 studies), chronic opioid use (53 studies), overlapping prescriptions (28 studies), and multiple providers (8 studies). Each measure contained multiple, distinct definitions with considerable variation in how each was operationalized.

CONCLUSIONS

Claims-based opioid utilization measures are commonly used in research, but definitions vary significantly from study to study. Researchers should carefully consider which opioid utilization measures and definitions are most appropriate for their study and recognize how different definitions may influence study results.

Opioid analgesic use after ambulatory surgery: a descriptive prospective cohort study of factors associated with quantities prescribed and consumed

OBJECTIVES

To prospectively characterise: (1) postoperative opioid analgesic prescribing practices; (2) experience of patients undergoing elective ambulatory surgeries and (3) impact of patient risk for medication misuse on postoperative pain management.

DESIGN

Longitudinal survey of patients 7 days before and 7-14 days after surgery.

SETTING

Academic urban safety-net hospital.

PARTICIPANTS

181 participants recruited, 18 surgeons, follow-up data from 149 participants (82% retention); 54% women; mean age: 49 years.

INTERVENTIONS

None.

PRIMARY AND SECONDARY OUTCOME MEASURES

Total morphine equivalent dose (MED) prescribed and consumed, percentage of unused opioids.

RESULTS

Surgeons postoperatively prescribed a mean of 242 total MED per patient, equivalent to 32 oxycodone (5 mg) pills. Participants used a mean of 116 MEDs (48%), equivalent to 18 oxycodone (5 mg) pills (~145 mg of oxycodone remaining per patient). A 10-year increase in patient age was associated with 12 (95% CI (-2.05 to -0.35)) total MED fewer prescribed opioids. Each one-point increase in the preoperative Graded Chronic Pain Scale was associated with an 18 (6.84 to 29.60) total MED increase in opioid consumption, and 5% (-0.09% to -0.005%) fewer unused opioids. Prior opioid prescription was associated with a 55 (5.38 to -104.82) total MED increase in opioid consumption, and 19% (-0.35% to -0.02%) fewer unused opioids. High-risk drug use was associated with 9% (-0.19% to 0.002%) fewer unused opioids. Pain severity in previous 3 months, high-risk alcohol, use and prior opioid prescription were not associated with postoperative prescribing practices.

CONCLUSIONS

Participants with a preoperative history of chronic pain, prior opioid prescription, and high-risk drug use were more likely to consume higher amounts of opioid medications postoperatively. Additionally, surgeons did not incorporate key patient-level factors (eg, substance use, preoperative pain) into opioid prescribing practices. Opportunities to improve postoperative opioid prescribing include system changes among surgical specialties, and patient education and monitoring.

Refilling Opioid Prescriptions After Pediatric Orthopaedic Surgery: An Analysis of Incidence and Risk Factors

BACKGROUND

Understanding which pediatric patients seek opioid refills is crucial as prescription opioid use in childhood is associated with an increased risk of future opioid misuse. Orthopaedic surgeons are optimally positioned to lead the charge in addressing the opioid epidemic. The aim of this study was to describe the incidence of and risk factors associated with requiring opioid refills after pediatric orthopaedic surgery in children.

METHODS

This retrospective case-control study included 1413 patients aged 0 to 18 years that underwent orthopaedic surgery at a single tertiary care children's hospital and were prescribed opioids at discharge. Using the state Prescription Drug Monitoring Program (PDMP) database, we determined which patients filled additional opioid prescriptions within 6 months following an orthopaedic procedure. Comparisons were made between patients that sought additional opioids and those that did not use bivariate analysis and binomial logistic regression.

RESULTS

In total, 31 (2.2%) patients sought additional opioid prescriptions a median 41 days postoperatively (range, 2 to 184). Nearly half of these patients obtained refills from providers outside of our institution, suggesting that previous reports using hospital records may underestimate its prevalence. Factors associated with requiring opioid refills included receiving hydromorphone [odds ratio (OR)=3.04, P=0.04] or methadone (OR=38.14, P<0.01) while inpatient, surgery on the axial skeleton (OR=5.42, P=0.01) or lower extremity (OR=2.49, P=0.04), and nonfracture surgery (OR=3.27, P=0.01). Patients who obtained additional opioids received significantly more opioids during their inpatient recovery (32.9 vs. 11.1 morphine equivalents, P<0.01).

CONCLUSIONS

Approximately 2% of children and families obtain additional opioids within 6 months of orthopaedic surgery. The volume of opioids during inpatient hospitalization may predict the need for opioid prescription refills after discharge. Clinicians should maximize efforts to achieve pain control with multimodal analgesia and opioid alternatives, and use caution when administering high-dose opioids during postoperative hospitalization.

LEVEL OF EVIDENCE

Level III-prognostic.

A national database propensity score-matched comparison of minimally invasive and open colectomy for long-term opioid use

Background

Opioid dependence is a public health crisis and surgery is a risk factor for long-term opioid use. Though minimally invasive surgery (MIS) is associated with less perioperative pain, demonstrating an association with less long-term opioid use would be another reason to justify adoption of minimally invasive techniques. We compared the rates for long-term opioid prescriptions among patients in a large national database who underwent minimally invasive and open colectomy.

Methods

Using the MarketScan Database, we retrospectively analyzed patients undergoing colon resection for benign and malignant diseases between 2013 and 2017. Among opioid-naïve patients who had ≥ 1 opioid prescriptions filled perioperatively (30 days before surgery to 14 days after discharge), propensity score matching was applied for group comparisons [open (OS) versus MIS, and laparoscopic (LS) versus robotic-assisted surgery (RS)]. The primary outcome was long-term opioid use defined as the proportion of patients with ≥ 1 long-term opioid prescriptions filled 90–180 days after discharge. Risks factors for long-term opioid use were assessed using logistic regression.

Results

Among the 5413 matched pairs in the MIS versus OS cohorts, MIS significantly reduced long-term opioid use of ‘any opioids’ (13.3% vs. 20.9%), schedule II/III opioids (11.7% vs. 19.2%), and high-dose opioids (4.3% vs. 7.7%; all p < 0.001). Among the 1195 matched pairs in the RS versus LS cohorts, RS was associated with less high-dose opioids (2.1% vs. 3.8%, p = 0.015) 90–180 days after discharge. Other risk factors for long-term opioid use included younger age, benign indications, tobacco use, mental health conditions, and > 6 Charlson comorbidities.

Conclusion

Minimally invasive colectomy is associated with a significant reduction in long-term opioid use when compared to OS. Robotic-assisted colectomy was associated with less high-dose opioids compared to LS. Increasing adoption of minimally invasive surgery for colectomy and including RS, where appropriate, may decrease long-term opioid use.

Supplementary Information

The online version contains supplementary material available at 10.1007/s00464-021-08338-9.

Opioid-Sparing Effect of Liposomal Bupivacaine and Intravenous Acetaminophen in Colorectal Surgery

BACKGROUND

This study evaluated the opioid-sparing effect of liposomal bupivacaine and intravenous acetaminophen in colorectal surgery.

MATERIALS AND METHODS

This study was a retrospective, 2 × 2 factorial cohort conducted at an academic medical center from May 2016 to February 2018. Patients undergoing open or minimally invasive colorectal resection were included. Exclusion criteria were age <18 y, surgery after second hospital day, ostomy, and allergy to acetaminophen, opioids, or bupivacaine. Intraoperative liposomal bupivacaine and intravenous acetaminophen administration within 18 h after surgery were evaluated. The primary outcome was intravenous morphine milligram equivalents administered within 24 h after surgery. A linear regression model adjusted for American Society of Anesthesiologists score, enhanced recovery after surgery management, open surgery, opioid use before surgery, and height was used for the primary analysis.

RESULTS

Among 486 included patients, 193 received both liposomal bupivacaine and intravenous acetaminophen, 93 received liposomal bupivacaine only, 104 received intravenous acetaminophen only, and 96 did not receive either. On average, patients received 21 (SD = 31) morphine equivalents over 24 h. Intraoperative liposomal bupivacaine was associated with a reduction of morphine equivalents (adjusted change -11, 95% CI -17 to -6), but intravenous acetaminophen was not (2, 95% CI -3 to 7). Intraoperative liposomal bupivacaine was associated with a reduction of length of stay (adjusted change = -1.2 d, 95% CI -2.1 to -0.3), but intravenous acetaminophen was not (adjusted change = 1.5 d, 95% CI 0.7 to 2.2).

CONCLUSIONS

Liposomal bupivacaine was associated with a significant reduction of opioid use within 24 h after colorectal surgery, but intravenous acetaminophen was not.

Chronic Opioid Therapy: A Scoping Literature Review on Evolving Clinical and Scientific Definitions

The management of chronic noncancer pain (CNCP) with chronic opioid therapy (COT) is controversial. There is a lack of consensus on how COT is defined resulting in unclear clinical guidance. This scoping review identifies and evaluates evolving COT definitions throughout the published clinical and scientific literature. Databases searched included PubMed, Embase, and Web of Science. A total of 227 studies were identified from 8,866 studies published between January 2000 and July 2019. COT definitions were classified by pain population of application and specific dosage/duration definition parameters, with results reported according to PRISMA-ScR. Approximately half of studies defined COT as "days' supply duration >90 days" and 9.3% defined as ">120 days' supply," with other days' supply cut-off points (>30, >60, or >70) each appearing in <5% of total studies. COT was defined by number of prescriptions in 63 studies, with 16.3% and 11.0% using number of initiations or refills, respectively. Few studies explicitly distinguished acute treatment and COT. Episode duration/dosage criteria was used in 90 studies, with 7.5% by Morphine Milligram Equivalents + days' supply and 32.2% by other "episode" combination definitions. COT definitions were applied in musculoskeletal CNCP (60.8%) most often, and typically in adults aged 18 to 64 (69.6%). The usage of ">90 days' supply" COT definitions increased from 3.2 publications/year before 2016 to 20.7 publications/year after 2016. An increasing proportion of studies define COT as ">90 days' supply." The most recent literature trends toward shorter duration criteria, suggesting that contemporary COT definitions are increasingly conservative. PERSPECTIVE: This study summarized the most common, current definition criteria for chronic opioid therapy (COT) and recommends adoption of consistent definition criteria to be utilized in practice and research. The most recent literature trends toward shorter duration criteria overall, suggesting that COT definition criteria are increasingly stringent.

Multidisciplinary Transitional Pain Service for the Veteran Population

BACKGROUND

For patients with existing chronic opioid use or a history of substance use disorder, often little presurgical planning or postsurgical coordination of care among surgeons, primary care providers, or addiction care providers occurs.

METHODS

In 2018, we developed the Transitional Pain Service (TPS) to identify at-risk patients as soon as they were indicated for surgery, to allow time for evaluation, education, and developing an individualized pain plan, and opioid taper prior to surgery if indicated. An electronic dashboard registry of surgical episodes provided data to TPS providers and included baseline history, morphine equivalent daily dose, and patient-reported pain outcomes, using measures from the Patient-Reported Outcome Measurement System for pain intensity, pain interference, and physical function, and a pain-catastrophizing scale score.

RESULTS

Two-hundred thirteen patients were enrolled between January and December 2018. Nearly all (99%) patients had ≥ 1 successful follow-up within 14 days after discharge; 96% had ≥ 1 follow-up between 14 and 30 days after surgery; and 72% had completed personal follow-up 90 days after discharge.

CONCLUSIONS

In 2018 the overall use of opioids after orthopedic surgery decreased by > 40% from the previous year. Despite this more restricted use of opioids, pain interference and physical function scores indicated that surgical patients do not seem to experience increased pain or reduced physical function.

Hypoxemia Within the First 3 Postoperative Days Is Associated With Increased 1-Year Postoperative Mortality After Adjusting for Perioperative Opioids and Other Confounders

BACKGROUND

Postoperative hypoxemia (POH) is common and primarily treated with temporary oxygen supplementation. Because the clinical impact of POH is sometimes presumed as minor, efforts to better understand and minimize it have been limited. Here, we hypothesized that, after adjusting for opioids received perioperatively and other confounders, the frequency of POH events (POH%) reported within the first 3 postoperative days (PODs) is associated with increased postoperative 1-year mortality.

METHODS

With prior institutional review board (IRB) approval, the Epic Clarity database was queried for all adult inpatient anesthesia encounters performed at our health system (1 academic and 2 community hospitals) from January 1, 2012 to March 31, 2016. Patients with multiple hospitalizations or subsequent surgeries within the same hospitalization were excluded. We classified patients based on the presence (POH) or not (No-POH) of ≥1 documented peripheral saturation of oxyhemoglobin (SpO2) ≤85% event of any duration occurring between the discharge from the postanesthesia care unit (PACU) until POD 3. Demographics, comorbidities, surgery duration, morphine milligram equivalents (OMME) administered perioperatively, respiratory therapies, intensive care unit (ICU) admission, and hospital length of stay (LOS) were also collected. Logistic regression was used to characterize the association between POH and 1-year postoperative mortality after adjusting for perioperatively administered opioids and other confounding factors.

RESULTS

A total of 43,011 patients met study criteria. At least 1 POH event was reported in 10,727 (24.9%) patients. Of these, 7179 (66.9%) had ≥1 hypoxemic event on POD 1, 5340 (49.8%) on POD 2, and 3455 (32.3%) on POD 3. Patients with ≥1 POH event, compared to No-POH patients, were older, had more respiratory and other comorbidities, underwent longer surgeries, received greater opioid doses on the day of surgery and POD 1, and received more continuous pulse oximetry monitoring. POH patients required more frequent postoperative oxygen therapy, noninvasive ventilation (NIV), intubation, and ICU admission. One-year postoperative mortality occurred in 4.4% of patients with ≥1 POH and 3.0% of No-POH patients (P < .001). After adjusting for confounding factors, for every 10% increase in the frequency of SpO2 ≤85% readings, the odds of postoperative 1-year mortality were 1.20 (95% confidence interval [CI], 1.11-1.29; P < .001). Perioperative opioids were not independently associated with increased 1-year mortality.

CONCLUSIONS

After adjusting for perioperative opioids and other confounders, moderate/severe POH within the first 3 PODs was independently associated with increased 1-year postoperative mortality. Increased efforts should be directed to understand if efforts to detect and reduce POH lead to improved patient outcomes.

Opioid use among veterans undergoing major joint surgery managed by a multidisciplinary transitional pain service

BACKGROUND

Chronic postsurgical pain and opioid use is a problem among patients undergoing many types of surgical procedures. A multidisciplinary approach to perioperative pain management known as a transitional pain service (TPS) may lower these risks.

METHODS

This retrospective cohort study was conducted at the Salt Lake City VA Medical Center to compare patients undergoing elective primary or revision total knee, hip, or shoulder replacement or rotator cuff repair in the year before (2017) and after (2018) implementation of a TPS. The primary outcome is the proportion of patients taking opioids 90 days after surgery. Secondary outcomes include new chronic opioid use (COU) after surgery as well as the proportion of previous chronic opioid users who stopped or decreased opioid use after surgery.

RESULTS

At 90 days after surgery, patients enrolled in TPS were significantly less likely to be taking opioids (13.4% TPS vs 27.3% pre-TPS; p=0.002). This relationship remained statistically significant in a multivariable logistic regression analysis, where the TPS group had 69% lower odds of postoperative COU compared with the preintervention group (OR: 0.31; 95% CI: 0.14 to 0.66; p=0.03). Opioid-naive patients enrolled in TPS were less likely to have new COU after surgery (0.7% TPS vs 8.4% pre-TPS; p=0.004). Further, patients enrolled in TPS with existing COU prior to surgery were more likely to reduce or completely stop opioid use after surgery (67.5% TPS vs 45.3% pre-TPS; p=0.037) as compared with pre-TPS.

CONCLUSIONS

These data suggest that a TPS is an effective strategy for preventing new COU and reducing overall opioid use following orthopedic joint procedures in a Veterans Affairs hospital.

Opioid-Free Epidural-Free Anesthesia for Open Hepatectomy: A Case Report

Opioid-free perioperative approaches hold promise to reduce opioid use after surgery and their associated side effects. Here, we report the perioperative analgesic plan of a patient who requested opioid-free care for an open partial hepatectomy. Opioid-free anesthesia care for abdominal surgery is usually dependent on epidural analgesia. However, as in this case, placing an epidural is not always an option due to contraindications such as infection, coagulopathy, or patient refusal. Our multimodal management plan provided an alternative opioid-free, epidural-free perioperative strategy that may prove useful for other patients undergoing similar surgeries.

A multi-center analysis of cumulative inpatient opioid use in colorectal surgery patients

BACKGROUND

There are little data on risk factors for increased inpatient opioid use and its relationship with persistent opioid use after colorectal surgery.

METHODS

We identified colorectal surgery patients across five collaborating institutions. Patient comorbidities, surgery data, and outcomes were captured in the American College of Surgeons National Surgical Quality Improvement Program. We recorded preoperative opioid exposure, inpatient opioid use, and persistent use 90-180 days after surgery.

RESULTS

1646 patients were analyzed. Patients receiving ≥250 MMEs (top quartile) were included in the high use group. On multivariable analysis, age <65, emergent surgery, inflammatory bowel disease, and postoperative complications, but not prior opioid exposure, were predictive of high opioid use. Patients in the top quartile of use had an increased risk of persistent opioid use (19.8% vs. 9.7%, p < 0.001), which persisted on multivariable analysis (OR 1.48; p = 0.037).

CONCLUSIONS

We identified risk factors for high inpatient use that can be used to identify patients that may benefit from opioid sparing strategies. Furthermore, high postoperative inpatient use was associated with an increased risk of persistent opioid use.

Prolonged Opioid Use After Surgery for Early-Stage Breast Cancer

INTRODUCTION

This study examined the patterns of prolonged opioid use and the factors associated with higher risk of prolonged opioid use among opioid-naïve working-age patients with early-stage breast cancer.

METHODS

Using MarketScan data, the study identified 23,440 opioid-naïve patients who received surgery for breast cancer between January 2000 and December 2014 and filled at least one opioid prescription attributable to surgery. Prolonged opioid use was defined as one or more prescriptions for opioids within 90 to 180 days after surgery and defined extra-prolonged opioid use as one or more opioid prescriptions between 181 and 365 days after surgery. Multivariable logistic regressions were performed to ascertain factors associated with prolonged and extra-prolonged use of opioids.

FINDINGS

Of the 23,440 patients, 4,233 (18%) had prolonged opioid use, and 2,052 (9%) had extra-prolonged opioid use. Patients who received mastectomy plus reconstruction had the highest rate of prolonged opioid use (38%) followed by mastectomy alone (15%). A multivariable logistic regression confirmed that patients with mastectomy and reconstruction had the highest odds ratio of prolonged opioid use compared to lumpectomy and whole breast irradiation (adjusted odds ratio, 5.6; 95% confidence interval, 5.1-6.1). Mean daily opioid dose was consistently high without any obvious dosage reduction among patients with opioid use.

INTERPRETATION

This large observational study showed a high rate of prolonged opioid use among patients who received surgery for early-stage breast cancer and found significant difference in prolonged opioid use by treatment type.

IMPLICATIONS FOR PRACTICE

This large observational study found a high rate of prolonged opioid use among working-age patients with early-stage breast cancer who received curative surgery, especially among patients who received mastectomy. Among patients with opioid use, the mean daily opioid dose was consistently high without any obvious dosage tapering. This study highlights the need to emphasize appropriate opioid therapy and potential dosage reduction or discontinuation among patients with early-stage breast cancer who received surgical interventions.

Strengths and weaknesses of existing data sources to support research to address the opioids crisis

Better opioid prescribing practices, promoting effective opioid use disorder treatment, improving naloxone access, and enhancing public health surveillance are strategies central to reducing opioid-related morbidity and mortality. Successfully advancing and evaluating these strategies requires leveraging and linking existing secondary data sources. We conducted a scoping study in Fall 2017 at RAND, including a literature search (updated in December 2018) complemented by semi-structured interviews with policymakers and researchers, to identify data sources and linking strategies commonly used in opioid studies, describe data source strengths and limitations, and highlight opportunities to use data to address high-priority public health research questions. We identified 306 articles, published between 2005 and 2018, that conducted secondary analyses of existing data to examine one or more public health strategies. Multiple secondary data sources, available at national, state, and local levels, support such research, with substantial breadth in data availability, data contents, and the data's ability to support multi-level analyses over time. Interviewees identified opportunities to expand existing capabilities through systematic enhancements, including greater support to states for creating and facilitating data use, as well as key data challenges, such as data availability lags and difficulties matching individual-level data over time or across datasets. Multiple secondary data sources exist that can be used to examine the impact of public health approaches to addressing the opioid crisis. Greater data access, improved usability for research purposes, and data element standardization can enhance their value, as can improved data availability timeliness and better data comparability across jurisdictions.

Defining Typical Acetaminophen and Narcotic Usage in the Postoperative Rhinoplasty Patient

OBJECTIVE

To characterize the acetaminophen and narcotic use pattern of the postoperative rhinoplasty patient. To describe a pain level and pain medication usage pattern of the typical post-rhinoplasty patient and identify demographic considerations.

STUDY DESIGN

Prospective cohort study at a tertiary care center.

METHODS

Rhinoplasty patients were given standardized perioperative pain instructions and narcotic medication (18 tabs oxycodone) along with a pain medication use survey. Postoperatively, survey and tracking information was collected regarding narcotic and acetaminophen use at their first postoperative appointment. Patients were asked about non-steroidal anti-inflammatory drug, aspirin, and chronic opioid use. Narcotic and acetaminophen use along pain levels (1-10) at time of use were recorded by patients at 4-hour increments postoperatively until their first postoperative visit.

RESULTS

Pain medication usage (oxycodone and acetaminophen) peaked on (postoperative day 1) POD1. Pain was significantly higher in younger patients (30 years old or younger), female patients, and primary rhinoplasty patients. Pain was correlated with acetaminophen and oxycodone use for women, and acetaminophen used for men. Autologous rib grafting was not correlated with higher narcotic use.

CONCLUSION

Describing a pain medication usage pattern for the typical post-rhinoplasty patient provides both patients and clinicians important knowledge of postoperative pain expectations and has the potential to reduce both the amount of narcotic prescribed by providers and the amount of narcotic used by patients.

LEVEL OF EVIDENCE

4 (Case Series) Laryngoscope, 131:48-53, 2021.

Patient-Controlled Intravenous Morphine Analgesia Combined with Transcranial Direct Current Stimulation for Post-Thoracotomy Pain: A Cost-Effectiveness Study and A Feasibility For Its Future Implementation

This prospective randomized study aims to evaluate the feasibility and cost-effectiveness of combining transcranial direct current stimulation (tDCS) with patient controlled intravenous morphine analgesia (PCA-IV) as part of multimodal analgesia after thoracotomy. Patients assigned to the active treatment group (a-tDCS, n = 27) received tDCS over the left primary motor cortex for five days, whereas patients assigned to the control group (sham-tDCS, n = 28) received sham tDCS stimulations. All patients received postoperative PCA-IV morphine. For cost-effectiveness analysis we used data about total amount of PCA-IV morphine and maximum visual analog pain scale with cough (VASP-C_max). Direct costs of hospitalization were assumed as equal for both groups. Cost-effectiveness analysis was performed with the incremental cost-effectiveness ratio (ICER), expressed as the incremental cost (RSD or US$) per incremental gain in mm of VASP-C_max reduction. Calculated ICER was 510.87 RSD per VASP-C_max 1 mm reduction. Conversion on USA market (USA data 1.325 US$ for 1 mg of morphine) revealed ICER of 189.08 US$ or 18960.39 RSD/1 VASP-C_max 1 mm reduction. Cost-effectiveness expressed through ICER showed significant reduction of PCA-IV morphine costs in the tDCS group. Further investigation of tDCS benefits with regards to reduction of postoperative pain treatment costs should also include the long-term benefits of reduced morphine use.

Long-term opioid therapy definitions and predictors: A systematic review

PURPOSE

This review sought to (a) describe definitions of long-term opioid therapy (LTOT) outcome measures, and (b) identify the predictors associated with the transition from short-term opioid use to LTOT for opioid-naïve individuals.

METHODS

We conducted a systematic review of the peer-reviewed literature (January 2007 to July 2018). We included studies examining opioid use for more than 30 days. We classified operationalization of LTOT based on criteria used in the definitions. We extracted LTOT predictors from multivariate models in studies of opioid-naïve individuals.

RESULTS

The search retrieved 5,221 studies, and 34 studies were included. We extracted 41 unique variations of LTOT definitions. About 36% of definitions required a cumulative duration of opioid use of 3 months. Only 17% of definitions considered consecutive observation periods, 27% used days' supply, and no definitions considered dose. We extracted 76 unique predictors of LTOT from seven studies of opioid-naïve patients. Common predictors included pre-existing comorbidities (21.1%), non-opioid prescription medication use (13.2%), substance use disorders (10.5%), and mental health disorders (10.5%).

CONCLUSIONS

Most LTOT definitions aligned with the chronic pain definition (pain more than 3 months), and used cumulative duration of opioid use as a criterion, although most did not account for consistent use. Definitions were varied and rarely accounted for prescription characteristics, such as days' supply. Predictors of LTOT were similar to known risk factors of opioid abuse, misuse, and overdose. As LTOT becomes a central component of quality improvement efforts, researchers should incorporate criteria to identify consistent opioid use to build the evidence for safe and appropriate use of prescription opioids.

Association of Opioids With Incisional Ocular Surgery

Importance

Opioid abuse has been declared a public health emergency. Currently, little is known about the association between opioids and ocular surgery.

Objective

To characterize rates of filled opioid prescriptions after incisional ocular surgeries.

Design, Setting, and Participants

This cohort study included patients with incisional ocular surgeries within a large national US insurer's administrative medical claims database. All incisional ocular surgeries from January 2000 through December 2016 were evaluated. An opioid prescription was eligible if it occurred from 1 day before to 7 days after a surgery. Any surgery on a patient who was younger than 18 years, had more than 30 consecutive days of an opioid prescription in the prior 6 months, or had less than 6 months of data in the database prior to surgery was excluded. Data analysis occurred from May 2018 through November 2018.

Main Outcomes and Measures

The rate of opioid prescriptions filled for all incisional ocular surgeries from 2000 through 2016. Primary analysis looked at the rate of filled opioid prescriptions for each ophthalmic subspecialty surgery over time. Secondary analysis assessed which patient or surgical characteristics (ie, age, sex, race/ethnicity, geographic locations, yearly income, educational level, and type of eye surgery) were associated with filling an opioid prescription. Multivariate logistic regression using generalized estimating equations was used to determine odds ratios (ORs) of filling an opioid prescription.

Results

A total of 2 407 962 incisional ocular surgeries were included, of which 45 776 (1.90%) were associated with an opioid prescription. The rate of filled opioid prescriptions varied considerably over time, with the lowest rate occurring in the 2000-2001 cohort year (671 of 45 776 [1.24%]) and the highest in 2014 (5559 of 45 776 [2.51%]). An increasing trend was seen over the course of the study (2000-2001: 671 of 45 776 [1.24%]; 2016: 5851 of 45 776 [2.07%]; P < .001). Multivariate logistic regression showed that year of surgery was significantly associated with filling an opioid prescription, with the highest odds in 2014 (OR, 3.71 [95% CI, 3.33-4.1]), 2015 (OR, 3.33 [95% CI, 2.99-3.70]), and 2016 (OR, 3.27 [95% CI, 2.94-3.63]) compared with 2000 to 2001 (P < .001).

Conclusions and Relevance

These findings suggest the rate of filled opioid prescriptions are increasing for all types of incisional ocular surgery over time. Given the ongoing national opioid epidemic, understanding patterns of use can help in reversing the epidemic.

Optimizing opioid prescribing and pain treatment for surgery: Review and conceptual framework

Purpose

Millions of Americans who undergo surgical procedures receive opioid prescriptions as they return home. While some derive great benefit from these medicines, others experience adverse events, convert to chronic opioid use, or have unused medicines that serve as a reservoir for potential nonmedical use. Our aim was to investigate concepts and methods relevant to optimal opioid prescribing and pain treatment in the perioperative period.

Methods

We reviewed existing literature for trials on factors that influence opioid prescribing and optimization of pain treatment for surgical procedures and generated a conceptual framework to guide future quality, safety, and research efforts.

Results

Opioid prescribing and pain treatment after discharge from surgery broadly consist of 3 key interacting perspectives, including those of the patient, the perioperative team, and, serving in an essential role for all patients, the pharmacist. Systems-based factors, ranging from the organizational environment’s ability to provide multimodal analgesia and participation in enhanced recovery after surgery programs to other healthcare system and macro-level trends, shape these interactions and influence opioid-related safety outcomes.

Conclusions

The severity and persistence of the opioid crisis underscore the urgent need for interventions to improve postoperative prescription opioid use in the United States. Such interventions are likely to be most effective, with the fewest unintended consequences, if based on sound evidence and built on multidisciplinary efforts that include pharmacists, nurses, surgeons, anesthesiologists, and the patient. Future studies have the potential to identify the optimal amount to prescribe, improve patient-focused safety and quality outcomes, and help curb the oversupply of opioids that contributes to the most pressing public health crisis of our time.

Misperceptions about the 'Opioid Epidemic:' Exploring the Facts

A plethora of statistics and claims exist concerning the rise in prescription opioid use and the increase in opioid-related deaths. Eleven misperceptions were identified that underlie some of the growing national concern and backlash against opioid use. Misperceptions include the number of opioid overdose deaths, the quality of government-sponsored data and guidelines, the impact of opioid dose escalation on overdose risk, postoperative opioid use associated with long-term use, and the link between prescription opioid use and heroin initiation. Implications for research, practice and education include (a) a call for improvement in data recording, (b) unbiased and clear reporting of information, (c) a call for health care providers to ask critical questions when presented with data, and (d) a call for policymakers to avoid unnecessarily restrictive practices that are founded in fear and may cause unintended harm to patients in pain.

Linkage between Utah All Payers Claims Database and Central Cancer Registry

OBJECTIVE

To evaluate the linkage of claims from the Utah All Payers Claims Database (APCD) and Utah Cancer Registry (UCR).

DATA SOURCES

Secondary data from 2013 and 2014 Utah APCD and 2013 UCR cases.

STUDY DESIGN

This is a descriptive analysis of the quality of linkage between APCD claims data and cancer registry cases.

DATA COLLECTION/EXTRACTION METHODS

We used the LinkPlus software to link Utah APCD and UCR data.

PRINCIPAL FINDINGS

We were able to link 82.4 percent (9441/11 453) of the UCR reportable cancer cases with APCD claims. Of those linked, 66 percent were perfect matches.

CONCLUSIONS

The quality of identifiers is high, evidence that claims data can potentially supplement cancer registry data for use in research.

Association of new opioid continuation with surgical specialty and type in the United States

BACKGROUND

The consequences of opioids-including post-surgical prescriptions-remain a critical public health issue. We sought to determine how procedure type and subspecialty group influence new opioid use after procedures.

METHODS

We analyzed 2011-2015 IBM MarketScan Research Databases to identify opioid-naïve adults prescribed opioids for single surgical procedures. We defined new opioid continuation (primary outcome) a priori as receipt of prescription opioids between 90 and 180 days after the procedure.

RESULTS

Among 912,882 individuals, new opioid continuation was higher for non-operating room compared to operating room procedures (13.1% versus 9.2%; aOR 1.61; 95% CI 1.59-1.64) and higher for subspecialties including colorectal surgery (aOR 1.35; 95% CI 1.26-1.43) and cardiovascular surgery (aOR 1.30; 95% CI 1.12-1.50) compared to urology as a referent. New opioid continuation was also associated with perioperative opioid prescription dosage, days' supply, preoperative receipt, and multiple prescriptions.

CONCLUSIONS

Opioids prescriptions associated with non-operating room surgical exposures appear to confer higher risk regarding conversion to new long-term opioid use.

Opioid and non-opioid utilization at home following gastrointestinal procedures: a prospective cohort study

BACKGROUND

Overprescribing of opioid medications for patients to be used at home after surgery is common. We sought to ascertain important patient and procedural characteristics that are associated with low versus high rates of self-reported utilization of opioids at home, 1-4 weeks after discharge following gastrointestinal surgery.

METHODS

We developed a survey consisting of questions from NIH PROMIS tools for pain intensity/interference and queries on postoperative analgesic use. Adult patients completed the survey weekly during the first month after discharge. Using regression procedures we determined the patient and procedure characteristics that predicted high post-discharge opioid use operationalized as 75 mg oral morphine equivalents/50 mg oxycodone reported taken.

RESULTS

The survey response rate was 86% (201/233). High opioid use was reported by 52.7% of patients (106/201). Median reported intake of opioid pain pills was 7 for week #1 and 0 for weeks #2-4. Combinations of acetaminophen and non-steroidal and anti-inflammatory drugs were used by 8.9%-12.5% of patients after discharge. Following adjustment for significant variables of the univariate analysis, last 24-h in-hospital opioid intake remained as a significant co-variate for post-discharge opioid intake.

CONCLUSIONS

After gastrointestinal surgery, the equivalent of each oxycodone 5 mg tablet taken in the last 24 h before discharge increases the likelihood of taking the equivalent of > 10 oxycodone 5 mg tablets by 5%. Non-opioid analgesia was utilized in less than half of the cases. Maximizing non-opioid analgesic therapy and basing opioid prescriptions on 24-h pre-discharge opioid intake may improve the quality of post-discharge pain management.

Linkage between Utah All Payers Claims Database and Central Cancer Registry

OBJECTIVE

To evaluate the linkage of claims from the Utah All Payers Claims Database (APCD) and Utah Cancer Registry (UCR).

DATA SOURCES

Secondary data from 2013 and 2014 Utah APCD and 2013 UCR cases.

STUDY DESIGN

This is a descriptive analysis of the quality of linkage between APCD claims data and cancer registry cases.

DATA COLLECTION/EXTRACTION METHODS

We used the LinkPlus software to link Utah APCD and UCR data.

PRINCIPAL FINDINGS

We were able to link 82.4 percent (9441/11 453) of the UCR reportable cancer cases with APCD claims. Of those linked, 66 percent were perfect matches.

CONCLUSIONS

The quality of identifiers is high, evidence that claims data can potentially supplement cancer registry data for use in research.