Comparison of methods to identify individuals prescribed opioid analgesics for pain.

INTRODUCTION: While identifying opioid prescriptions in claims data has been instrumental in informing best practises, studies have not evaluated whether certain methods of identifying opioid prescriptions yield better results. We compared three common approaches to identify opioid prescriptions in large, nationally representative databases. METHODS: We performed a retrospective cohort study, analyzing MarketScan, Optum, and Medicare claims to compare three methods of opioid classification: claims database-specific classifications, National Drug Codes (NDC) from the Centers for Disease Control and Prevention (CDC), or NDC from Overdose Prevention Engagement Network (OPEN). The primary outcome was discrimination by area under the curve (AUC), with secondary outcomes including the number of opioid prescriptions identified by experts but not identified by each method. RESULTS: All methods had high discrimination (AUC>0.99). For MarketScan (n=70,162,157), prescriptions that were not identified totalled 42,068 (0.06%) for the CDC list, 2,067,613 (2.9%) for database-specific categories, and 0 (0%) for the OPEN list. For Optum (n=61,554,852), opioid prescriptions not identified totalled 9,774 (0.02%) for the CDC list, 83,700 (0.14%) for database-specific categories, and 0 (0%) for the OPEN list. In Medicare claims (n=92,781,299), the number of opioid prescriptions not identified totalled 8,694 (0.01%) for the CDC file and 0 (0%) for the OPEN list. DISCUSSION: This analysis found that identifying opioid prescriptions using methods from CDC and OPEN were similar and superior to prespecified database-specific categories. Overall, this study shows the importance of carefully selecting the approach to identify opioid prescriptions when investigating claims data.

Loneliness and Depressive Symptoms Are High Among Older Adults With Digestive Disease and Associated With Lower Perceived Health.

BACKGROUND & AIMS: Current approaches to managing digestive disease in older adults fail to consider the psychosocial factors contributing to a person's health. We aimed to compare the frequency of loneliness, depression, and social isolation in older adults with and without a digestive disease and to quantify their association with poor health. METHODS: We conducted an analysis of Health and Retirement Study data from 2008 to 2016, a nationally representative panel study of participants 50 years and older and their spouses. Bivariate analyses examined differences in loneliness, depression, and social isolation among patients with and without a digestive disease. We also examined the relationship between these factors and health. RESULTS: We identified 3979 (56.0%) respondents with and 3131 (44.0%) without a digestive disease. Overall, 60.4% and 55.6% of respondents with and without a digestive disease reported loneliness (P < .001), 12.7% and 7.5% reported severe depression (P < .001), and 8.9% and 8.7% reported social isolation (P = NS), respectively. After adjusting for covariates, those with a digestive disease were more likely to report poor or fair health than those without a digestive disease (odds ratio [OR], 1.25; 95% CI, 1.11-1.41). Among patients with a digestive disease, loneliness (OR, 1.43; 95% CI, 1.22-1.69) and moderate and severe depression (OR, 2.93; 95% CI, 2.48-3.47; and OR, 8.96; 95% CI, 6.91-11.63, respectively) were associated with greater odds of poor or fair health. CONCLUSIONS: Older adults with a digestive disease were more likely than those without a digestive disease to endorse loneliness and moderate to severe depression and these conditions are associated with poor or fair health. Gastroenterologists should feel empowered to screen patients for depression and loneliness symptoms and establish care pathways for mental health treatment.

Drivers of variation in postpartum opioid prescribing across hospitals participating in a statewide maternity care quality collaborative.

BACKGROUND: We describe variation in postpartum opioid prescribing across a statewide quality collaborative and assess the proportion due to practitioner and hospital characteristics. METHODS: We assessed postpartum prescribing data from nulliparous, term, singleton, vertex births between January 2020 and June 2021 included in the clinical registry of a statewide obstetric quality collaborative funded by Blue Cross Blue Shield of Michigan. Data were summarized using descriptive statistics. Mixed effect logistic regression and linear models adjusted for patient characteristics and assessed practitioner- and hospital-level predictors of receiving a postpartum opioid prescription and prescription size. Relative contributions of practitioner and hospital characteristics were assessed using the intraclass correlation coefficient. RESULTS: Of 40,589 patients birthing at 68 hospitals, 3.0% (872/29,412) received an opioid prescription after vaginal birth and 87.8% (9812/11,177) received one after cesarean birth, with high variation across hospitals. In adjusted models, the strongest patient-level predictors of receiving a prescription were cesarean birth (aOR 899.1, 95% CI 752.8-1066.7) and third-/fourth-degree perineal laceration (aOR 25.7, 95% CI 17.4-37.9). Receiving care from a certified nurse-midwife (aOR 0.63, 95% CI 0.48-0.82) or family medicine physician (aOR 0.60, 95%CI 0.39-0.91) was associated with lower prescribing rates. Hospital-level predictors included receiving care at hospitals with <500 annual births (aOR 4.07, 95% CI 1.61-15.0). A positive safety culture was associated with lower prescribing rates (aOR 0.37, 95% CI 0.15-0.88). Much of the variation in postpartum prescribing was attributable to practitioners and hospitals (prescription receipt: practitioners 25.1%, hospitals 12.1%; prescription size: practitioners 5.4%, hospitals: 52.2%). DISCUSSION: Variation in postpartum opioid prescribing after birth is high and driven largely by practitioner- and hospital-level factors. Opioid stewardship efforts targeted at both the practitioner and hospital level may be effective for reducing opioid prescribing harms.

The Association of Cognitive Status and Post-Operative Opioid Prescribing in Older Adults.

Objective: To examine the differences in opioid prescribing by cognitive status following common elective surgical procedures among Medicare beneficiaries. Background: Older individuals commonly experience changes in cognition with age. Although opioid prescribing is common after surgery, differences in opioid prescribing after surgery by cognitive status are poorly understood. Methods: We conducted a retrospective analysis of patients ≥65 years participating in the Health and Retirement Study (HRS) linked with Medicare claims data who underwent surgeries between January 2007 and November 2016 and had cognitive assessments before the index operation. Cognitive status was defined as normal cognition, mild cognitive impairment (MCI), or dementia. Outcomes assessed were initial perioperative opioid fill rates, refill rates, and high-risk prescriptions fill rates. The total amount of opioids filled during the 30-day postdischarge period was also assessed. Adjusted rates were estimated for patient factors using the Cochran-Armitage test for trend. Results: Among the 1874 patients included in the analysis, 68% had normal cognition, 21.3% had MCI, and 10.7% had dementia. Patients with normal cognition (58.1%) and MCI (54.5%) had higher initial preoperative fill rates than patients with dementia (33.5%) (P < 0.001). Overall, patients with dementia had similar opioid refill rates (21%) to patients with normal cognition (24.1%) and MCI (26.5%) (P = 0.322). Although prior opioid exposure did not differ by cognitive status (P = 0.171), among patients with high chronic preoperative use, those with dementia had lower adjusted prescription sizes filled within 30 days following discharge (281 OME) than patients with normal cognition (2147 OME) and MCI (774 OME) (P < 0.001; P = 0.009 respectively). Among opioid-naive patients, patients with dementia also filled smaller prescription sizes (97 OME) compared to patients with normal cognition (205 OME) and patients with MCI (173 OME) (P < 0.001 and P = 0.019, respectively). Conclusions: Patients with dementia are less likely to receive postoperative prescriptions, less likely to refill prescriptions, and receive prescriptions of smaller sizes compared to patients with normal cognition or MCI. A cognitive assessment is an additional tool surgeons can use to determine a patient's individualized postoperative pain control plan.

Evidence-Based Opioid Prescribing Guidelines and New Persistent Opioid Use After Surgery.

OBJECTIVE: Evaluate the association of evidence-based opioid prescribing guidelines with new persistent opioid use after surgery. SUMMARY BACKGROUND DATA: Patients exposed to opioids after surgery are at risk of new persistent opioid use, which is associated with opioid use disorder and overdose. It is unknown whether evidence-based opioid prescribing guidelines mitigate this risk. METHODS: Using Medicare claims, we performed a difference-in-differences study of opioid-naive patients who underwent 1 of 6 common surgical procedures for which evidence-based postoperative opioid prescribing guidelines were released and disseminated through a statewide quality collaborative in Michigan in October 2017. The primary outcome was the incidence of new persistent opioid use, and the secondary outcome was total postoperative opioid prescription quantity in oral morphine equivalents (OME). RESULTS: We identified 24,908 patients who underwent surgery in Michigan and 118,665 patients who underwent surgery outside of Michigan. Following the release of prescribing guidelines in Michigan, the adjusted incidence of new persistent opioid use decreased from 3.29% (95% CI 3.15-3.43%) to 2.51% (95% CI 2.35-2.67%) in Michigan, which was an additional 0.53 (95% CI 0.36-0.69) percentage point decrease compared with patients outside of Michigan. Simultaneously, adjusted opioid prescription quantity decreased from 199.5 (95% CI 198.3-200.6) mg OME to 88.6 (95% CI 78.7-98.5) mg OME in Michigan, which was an additional 55.7 (95% CI 46.5-65.4) mg OME decrease compared with patients outside of Michigan. CONCLUSIONS: Evidence-based opioid prescribing guidelines were associated with a significant reduction in the incidence of new persistent opioid use and the quantity of opioids prescribed after surgery.

Comparison of Opioids Prescribed by Advanced Practice Clinicians vs Surgeons After Surgical Procedures in the US.

Importance: Advanced practice clinicians (APCs), defined as nurse practitioners and physician assistants, are increasingly being incorporated into surgical teams. Despite this inclusion, there are no recent national data on the role of these clinicians in surgical opioid prescribing or the dosing of such prescriptions. Objective: To calculate the proportion of surgical opioid prescriptions written by APCs and to compare the total and daily dosages of these prescriptions with those written by surgeons. Design, Setting, and Participants: This cross-sectional study used the Optum's De-Identified Clinformatics Data Mart, which contains deidentified claims from patients with private insurance and Medicare Advantage plans across the US. Adults and children who underwent 1 of 31 inpatient and outpatient surgical procedures from January 1, 2017, through November 30, 2019, were identified. The analysis was limited to procedures with 1 or more perioperative opioid prescriptions, defined as an opioid prescription dispensed within 3 days of the index date of surgery. Data were analyzed from April 1, 2021, to July 31, 2022. Exposures: Prescriber specialty. Main Outcomes and Measures: The outcome was the proportion of perioperative opioid prescriptions and refill prescriptions written by APCs. Linear regression was used to compare the total dosage of perioperative opioid prescriptions written by APCs vs surgeons measured in morphine milligram equivalents (MMEs). Models were adjusted for demographic characteristics, comorbidities, opioid-naive status, year of index date, hospitalization or observation status, surgical complications, and surgeon specialty. Analyses were conducted at the procedure level, and patients with multiple procedures were included. Results: Analyses included 628 197 procedures for 581 387 patients (358 541 females [57.1%]; mean [SD] age, 56 [18] years). Overall, APCs wrote 119 266 (19.0%) of the 628 197 perioperative opioid prescriptions and 59 679 (25.1%) of the 237 740 refill prescriptions. Perioperative opioid prescriptions written by APCs had higher total dosages compared with those written by surgeons (adjusted difference, 40.0 MMEs; 95% CI, 31.3-48.7 MMEs). This difference persisted in a subgroup analysis limited to opioid-naïve patients (adjusted difference, 15.7 MMEs; 95% CI, 13.9-17.5 MMEs). Conclusions and Relevance: In this cross-sectional analysis, one-fifth of perioperative opioid prescriptions and one-quarter of refill prescriptions were written by APCs. While surgeons wrote most perioperative opioid prescriptions that were intended for perioperative analgesia, higher total dosages from APCs suggest that opioid stewardship initiatives that support the role of APCs may be warranted.

The Influence of Cognitive Impairment on Postoperative Outcomes.

OBJECTIVE: To examine differences in rates of elective surgery, postoperative mortality, and readmission by pre-existing cognitive status among Medicare beneficiaries undergoing surgery. BACKGROUND: MCI is common among older adults, but the impact of MCI on surgical outcomes is understudied. METHODS: We conducted a retrospective cohort study of individuals ≥65 who underwent surgery between 2001 and 2015 using data from the nationally-representative Health and Retirement Study linked with Medicare claims. Cognitive status was assessed by the modified telephone interview for cognitive status score and categorized as normal cognition (score: 12-27), MCI (7-11), and dementia (<7). Outcomes were 30- and 90-day postoperative mortality and readmissions. We used Cox proportional hazard models to estimate the risk of each outcome by cognition, adjusting for patient characteristics. RESULTS: In 6,590 patients, 69.9% had normal cognition, 20.1% had MCI, and 9.9% had dementia. Patients with MCI (79.9%) and dementia (73.6%) were less likely to undergo elective surgery than patients with normal cognition (85.9%). Patients with MCI had similar postoperative mortality and readmissions rates as patients with normal cognition. However, patients with dementia had significantly higher postoperative 90-day mortality (5.2% vs 8.4%, P = 0.002) and readmission rates (13.9% vs 17.3%, P = 0.038). CONCLUSION: Patients with self-reported MCI are less likely to undergo elective surgery but have similar postoperative outcomes compared with patients with normal cognition. Despite the variability of defining MCI, our findings suggest that MCI may not confer additional risk for older individuals undergoing surgery, and should not be a barrier for surgical care.

Association Between Loneliness and Postoperative Mortality Among Medicare Beneficiaries.

This cohort study uses data from the Health and Retirement Study and Medicare claims to examine the association between loneliness and postoperative mortality after elective vs nonelective surgery among older adults.

Association Between Initial Prescription Size and Likelihood of Opioid Refill After Total Knee and Hip Arthroplasty.

BACKGROUND: The present study was designed to test the hypothesis that there was no association between initial opioid prescription size and the likelihood of refill after elective primary total knee (TKA) and hip arthroplasty (THA). METHODS: We retrospectively analyzed large national datasets of commercial and Medicare insurance claims to identify a weighted cohort of 120,889 primary total joint arthroplasties (76,900 TKA and 43,989 THA) comprised of opioid-naive patients aged 18 to 75 years who had surgery between January 2015 and November 2019. The primary outcome was refill of any prescription opioid medication within 30 days after discharge, and the primary predictor variable was the total amount of opioid filled in the initial discharge prescription measured in oral morphine equivalents (OMEs). Logistic regressions were used to estimate the likelihood of refill, given a particular prescription size while adjusting for multiple patient factors, including age, sex, comorbidities, and year of surgery. RESULTS: The 30-day refill rate was 59.6% following TKA and 26.1% for THA. Adjusted odds of refill decreased by 2% for every 75 OME (10 tablets of 5 mg oxycodone) increase to the initial prescription size among the THA cohort (adjusted odds ratio [OR] = 0.98; 95% CI 0.97-0.99), and decreased by 3% for the TKA cohort (aOR = 0.97; 95% CI 0.97-0.98). CONCLUSION: These nationally representative data demonstrated that larger initial opioid prescription size was associated with small but clinically insignificant decreases in 30-day refill after total joint arthroplasty. This finding should allay concerns about efforts to decrease postsurgical opioid prescribing.

Variation in Opioid Prescribing After Vaginal and Cesarean Birth: A Statewide Analysis.

INTRODUCTION: Our aim was to evaluate variation in opioid prescribing rates and prescription size following childbirth across providers and hospitals. METHODS: This retrospective cohort study analyzed claims data from a single-payer Preferred Provider Organization from June 2014 to May 2019 in 84 hospitals in a statewide quality collaborative. All patients aged 12-55 years, undergoing childbirth, with continuous enrollment in pregnancy were included. The primary outcome was the predicted rate of postpartum opioid fills from 7 days before birth to 3 days after discharge. Secondary outcomes included postpartum opioid prescription size in oral morphine equivalents, a standardized measure that includes the number of pills prescribed times the strength of the medication. Multilevel regression models accounted for clustering. We calculated attributable variation in opioid fills using the intraclass correlation coefficient. RESULTS: Of 41,427 births, 15,459 patients (37.2%) filled a postpartum opioid prescription (vaginal, 4,624/27,536 [16.8%]; cesarean, 10,835/13,891 [78.0%]). The median postpartum prescription size was 150 oral morphine equivalents (interquartile range [IQR], 30) (vaginal, 135; [IQR, 45]; cesarean, 150 [IQR, 75]). In adjusted models, the rates of opioid prescribing after vaginal birth differed from cesarean birth (vaginal median, 12.1% [range, 1.1%-60.0%]; cesarean median, 80.4% [range, 43.6%-90.2%]). More variation in postpartum opioid fills was attributable to providers and hospitals for vaginal (provider, 29%; hospital, 24%) than cesarean birth (provider, 8%; hospital, 6%). Variation in prescription size was driven by providers for vaginal birth (provider, 27%; hospital, 6%) and providers and hospitals for cesarean birth (provider, 29%; hospital, 21%). CONCLUSIONS: Across a statewide quality collaborative, variation in postpartum opioid prescribing is attributable to providers and hospitals. Future efforts at the provider and hospital levels are needed to implement best practices for postpartum opioid prescribing.

Less is More: Fulfillment of Opioid Prescriptions Before and After Implementation of a Modifier 22 Based Quality Incentive for Opioid-Free Vasectomies.

OBJECTIVE: To examine the percentage of patients who filled peri-procedural opioid prescriptions before and after Blue Cross Blue Shield of Michigan (BCBSM) launched a modifier 22 payment incentive for opioid-sparing vasectomies in Michigan on July 1, 2019. METHODS: We evaluated BCBSM administrative claims data from February 1, 2018 - November 16, 2020 for men 20 - 64 years old who underwent vasectomy or a control office-based urologic procedure (cystourethroscopy, prostate biopsy, circumcision, and transurethral destruction of prostate tissue.) The primary outcome was the percentage of patients who filled opioid prescriptions 30 days before to 3 days after their procedure. We performed an interrupted time series analysis to estimate changes in the percentage of patients who filled opioid prescriptions in the vasectomy and control group before and after July 1, 1019. RESULTS: Our cohort included 4,559 men who had a vasectomy and 4,679 men who had a control procedure. Within each group, demographics and clinical factors were similar before and after July 1, 2019. Before implementation of the modifier 22 policy, 32.5% of men who had a vasectomy filled an opioid prescription whereas only 12.6% of men filled an opioid prescription after July 1, 2019 -a 19.9% absolute reduction and 61.0% relative reduction (P < .001). In the control group, there was no significant change in the percentage of patients who filled opioid prescriptions before and after July 1, 2019 (0.8% absolute increase, P = .671). CONCLUSION: Implementation of modifier 22 based financial incentive for opioid-sparing vasectomies was associated with decrease in the percentage of men who filled opioid prescriptions after vasectomy.

Five year trends in surgical technique and outcomes of groin hernia repair in the United States.

INTRODUCTION: Despite being one of the most commonly performed operations in the US, there is a paucity of data on practice patterns and resultant long-term outcomes of groin hernia repair. In this context, we performed a contemporary assessment of operative approach with 5 year follow-up to inform care for the 800000 persons undergoing groin hernia repair annually. METHODS: This was a retrospective cohort study of adult patients undergoing elective groin hernia repair in a 20% representative Medicare sample from 2010-17. Surgical approach [minimally invasive (MIS) vs open] was defined using appropriate CPT codes. The primary outcome was operative recurrence at up to 5 years following surgery. We estimated the overall risk of operative recurrence using a multivariable Cox proportional hazards model. RESULTS: Among 118119 patients, the majority (76.4%) underwent an open repair. Compared to patients who underwent MIS repair, patients in the open surgery cohort were older (mean age 72.7 vs 71.0, p < 0.001), more often female (14.4 vs 10.9%, p < 0.001), less often white (86.9 vs 87.7%, p < 0.001), and had a higher prevalence of nearly all measured comorbidities Patients in the open cohort had a lower incidence of operative recurrence at 1-year (1.0 vs 1.5%, p < 0.001), 3-years, (2.5 vs 3.5%, p < 0.001), and 5-years (3.7 vs 4.7%, p < 0.001). In the Cox proportional hazards model, we found that patients who underwent an open groin hernia repair were significantly less likely to experience operative recurrence (HR 0.86, 95% CI 0.79-0.93). CONCLUSIONS: In this study, we found that open groin hernia repair was associated with a lower risk of operative recurrence over time. While this may be related to patient comorbidity and age at the index operation, future work should focus on the impact of surgeon volume on outcomes in the modern era.

Opioid Coprescribing with Sedatives after Implant-Based Breast Reconstruction.

BACKGROUND: Skeletal muscle relaxants and benzodiazepines are thought to mitigate against postoperative muscle contraction. The Centers for Disease Control and Prevention and the Food and Drug Administration warn against coprescribing them with opioids because of increased risks of overdose and death. The authors evaluated the frequency of coprescribing of opioids with skeletal muscle relaxants or benzodiazepines after implant-based reconstruction. METHODS: The authors examined health care claims to identify women (18 to 64 years old) who underwent implant-based breast reconstruction between January of 2008 and June of 2019 to determine the frequency of coprescribing, factors associated with coprescribing opioids and skeletal muscle relaxants or benzodiazepines, and the impact on opioid refills within 90 days of reconstruction. RESULTS: A total of 86.7 percent of women ( n = 7574) who had implant-based breast reconstruction filled an opioid prescription perioperatively. Of these, 27.7 percent of women filled prescriptions for opioids and benzodiazepines, 14.4 percent for opioids and skeletal muscle relaxants, and 2.4 percent for opioids, benzodiazepines, and skeletal muscle relaxants. Risk factors for coprescribing opioids and benzodiazepines included use of acellular dermal matrix, immediate reconstruction, and history of anxiety. Women who filled prescriptions for opioids and skeletal muscle relaxants, opioids and benzodiazepines, and opioids with skeletal muscle relaxants and benzodiazepines were significantly more likely to refill opioid prescriptions, even when controlling for preoperative opioid exposure. CONCLUSIONS: Nearly half of women filled an opioid prescription with a benzodiazepine, skeletal muscle relaxant, or both after implant-based breast reconstruction. Coprescribing of opioids with skeletal muscle relaxants may potentiate opioid use after surgery and should be avoided given the risks of sedation. Identifying strategies that avoid sedatives to manage pain after breast reconstruction is critical to mitigate high-risk prescribing practices. CLINICAL QUESTION/LEVEL OF EVIDENCE: Risk, III.

Prospective cohort study on the trajectory and association of perioperative anxiety and postoperative opioid-related outcomes.

INTRODUCTION: Although perioperative anxiety is common, its trajectory and influence on postoperative pain and opioid use are not well understood. We sought to examine the association and trajectory of perioperative anxiety, pain and opioid use following common surgical procedures. METHODS: We conducted a prospective cohort study of 1771 patients undergoing elective surgical procedures. Self-reported opioid use, pain (Brief Pain Inventory) and anxiety (Patient-Reported Outcome Measurement Information System (PROMIS) Anxiety) were recorded on the day of surgery and at 1 month, 3 months and 6 months postsurgery. Clinically significant anxiety was defined as a PROMIS Anxiety T-score ≥55. We examined postoperative opioid use in the context of surgical site pain and anxiety using mixed-effects regression models adjusted for covariates, and examined anxiety as a mediator between pain and opioid use. RESULTS: In this cohort, 65% of participants completed all follow-ups and 30% reported clinically significant anxiety at baseline. Anxiety and surgical site pain were highest on the day of surgery (anxiety: mean=49.3, SD=9.0; pain: mean=4.3, SD=3.3) and declined in the follow-up period. Those with anxiety reported higher opioid use (OR=1.40; 95% CI 1.0, 1.9) and 1.14-point increase in patient-reported surgical pain (95% CI 1.0, 1.3) compared with those without anxiety. Anxiety had no significant mediation effect on the relationship of pain and opioid use. DISCUSSION: Anxiety is an independent risk factor for increased pain and opioid use after surgery. Future studies examining targeted behavioral therapies to reduce anxiety during the perioperative period may positively impact postoperative pain and opioid use.

Opioid and benzodiazepine prescribing after COVID-19 hospitalization.

Opioid and benzodiazepine prescribing after COVID-19 hospitalization is not well understood. We aimed to characterize opioid and benzodiazepine prescribing among naïve patients hospitalized for COVID and to identify the risk factors associated with a new prescription at discharge. In this retrospective study of patients across 39 Michigan hospitals from March to November 2020, we identified 857 opioid- and benzodiazepine-naïve patients admitted with COVID-19 not requiring mechanical ventilation. Of these, 22% received opioids, 13% received benzodiazepines, and 6% received both during the hospitalization. At discharge, 8% received an opioid prescription, and 3% received a benzodiazepine prescription. After multivariable adjustment, receipt of an opioid or benzodiazepine prescription at discharge was associated with the length of inpatient opioid or benzodiazepine exposure. These findings suggest that hospitalization represents a risk of opioid or benzodiazepine initiation among naïve patients, and judicious prescribing should be considered to prevent opioid-related harms.

Does Surgical Intensity Correlate With Opioid Prescribing?: Classifying Common Surgical Procedures.

OBJECTIVE: To examine the relationship between aspects of surgical intensity and postoperative opioid prescribing. SUMMARY OF BACKGROUND DATA: Despite the emergence of postoperative prescribing guidelines, recommendations are lacking for many procedures. identifying a framework based on surgical intensity to guide prescribing for those procedures in which guidelines may not exist could inform postoperative prescribing. METHODS: We used clustering analysis with 4 factors of surgical intensity (intrinsic cardiac risk, pain score, median operative time, and work relative value units) to devise a classification system for common surgical procedures. We used IBM MarketScan Research Database (2010-2017) to examine the correlation between this framework with initial opioid prescribing and rates of refill for each cluster of procedures. RESULTS: We examined 2,407,210 patients who underwent 128 commonly performed surgeries. Cluster analysis revealed 5 ordinal clusters by intensity: low, mid-low, mid, mid-high, and high. We found that as the cluster-order increased, the median amount of opioid prescribed increased: 150 oral morphine equivalents (OME) for low-intensity, 225 OME for mid-intensity, and 300 OME for high-intensity surgeries. Rates of refill increased as surgical intensity also increased, from 17.4% for low, 26.4% for mid, and 48.9% for high-intensity procedures. The odds of refill also increased as cluster-order increased; relative to low-intensity procedures, high-intensity procedures were associated with 4.37 times greater odds of refill. CONCLUSION: Surgical intensity is correlated with initial opioid prescribing and rates of refill. Aspects of surgical intensity could serve as a guide for procedures in which guidelines based on patient-reported outcomes are not available.

Opioid prescribing patterns by dental procedure among US publicly and privately insured patients, 2013 through 2018.

BACKGROUND: It is unknown which procedures account for the most US dental opioid prescriptions. Moreover, few national studies have assessed opioid prescribing patterns for these procedures. These knowledge gaps impede the optimal targeting of dental opioid stewardship initiatives. METHODS: The authors analyzed claims data from the 2013 through 2018 IBM MarketScan Dental, Commercial, and Medicaid Multi-State Databases. Patients aged 13 through 64 years undergoing 1 of 120 procedures were identified. "Initial prescriptions" were opioid prescriptions dispensed on the date of procedures to 3 days afterward. For the procedures accounting for the 5 highest proportions of initial prescriptions, the authors fitted linear regression models assessing trends in the probability of 1 or more initial prescriptions and mean total morphine milligram equivalents prescribed-a standardized measure of opioid amount. Regressions were adjusted for demographic characteristics and comorbidities. RESULTS: The 9,482,976 procedures in the sample were associated with 2,721,688 initial prescriptions. Of these prescriptions, 5 procedures accounted for 95.2%: tooth extraction (65.2%), problem-focused limited oral evaluation (17.2%), endodontic therapy (8.4%), alveoloplasty (2.9%), and surgical implant services (1.5%). Among the 5 procedures, the median adjusted annual change in the probability of 1 or more initial prescriptions was -1.3 percentage points. The median adjusted annual change in mean total morphine milligram equivalents was -4.5 (roughly 1 pill containing 5 mg of hydrocodone). In 2018, 45.3% of tooth extractions resulted in 1 or more initial prescriptions. CONCLUSIONS: Five procedures accounted for 95.2% of dental opioid prescriptions, and tooth extraction accounted for almost two-thirds of those. Opioid prescribing for tooth extractions is declining but remains common, despite the availability of equally effective nonopioid alternatives. PRACTICAL IMPLICATIONS: Eliminating routine opioid prescribing for tooth extraction could reduce dental opioid exposure substantially.