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1.
Spine (Phila Pa 1976) ; 45(15): 1081-1088, 2020 Aug 01.
Article in English | MEDLINE | ID: mdl-32675616

ABSTRACT

STUDY DESIGN: Longitudinal Cohort Study OBJECTIVE.: The aim of this study was to determine whether duration of postoperative opioids is associated with long-term outcomes, and if initial postoperative opioid dosage is associated with opioid cessation after spine surgery. SUMMARY OF BACKGROUND DATA: Preoperative opioid use is associated with poor outcomes, but little evidence exists regarding the implications of opioid dosage and duration after spine surgery. METHODS: Data from our state's prescription drug database was linked to our prospective clinical spine registry to analyze opioid dispensing and outcomes in elective surgical spine patients between 2010 and 2017. Patients were stratified based on preoperative chronic opioid use and multivariable regression was used to assess associations between duration of postoperative opioids and outcomes at one year, including satisfaction, chronic opioid use, and meaningful improvements in pain, disability, and quality of life. In a secondary aim, a Cox proportional hazards model was used to determine whether initial postoperative opioid dosage was associated with time to opioid cessation. RESULTS: Of 2172 patients included, 35% had preoperative chronic opioid use. In patients without preoperative chronic opioid use, a postoperative opioid duration of 31 to 60 days was associated with chronic opioid use at 1 year (adjusted odds ratio [aOR]: 4.1 [1.7-9.8]) and no meaningful improvement in extremity pain (aOR: 1.8 [1.3-2.6]) or axial pain (aOR: 1.6 [1.1-2.2]); cessation between 61 and 90 days was associated with no meaningful improvement in disability (aOR: 2 [1.3-3]) and dissatisfaction (aOR:1.8 [1-3.1]). In patients with preoperative chronic opioid use, postoperative opioids for ≥90 days was associated with dissatisfaction. Cox regression analyses showed lower initial postoperative opioid dosages were associated with faster opioid cessation in both groups. CONCLUSION: Our results suggest that a shorter duration of postoperative opioids may result in improved 1-year patient-reported outcomes, and that lower postoperative opioid dosages may lead to faster opioid cessation. LEVEL OF EVIDENCE: 2.


Subject(s)
Analgesics, Opioid/administration & dosage , Pain, Postoperative/drug therapy , Patient Reported Outcome Measures , Spinal Diseases/drug therapy , Spinal Diseases/surgery , Adult , Aged , Analgesics, Opioid/adverse effects , Cohort Studies , Drug Administration Schedule , Elective Surgical Procedures/adverse effects , Elective Surgical Procedures/trends , Female , Humans , Longitudinal Studies , Male , Middle Aged , Opioid-Related Disorders/etiology , Opioid-Related Disorders/prevention & control , Pain, Postoperative/etiology , Prospective Studies , Retrospective Studies , Time Factors
2.
Spine (Phila Pa 1976) ; 44(12): 887-895, 2019 Jun 15.
Article in English | MEDLINE | ID: mdl-30601356

ABSTRACT

STUDY DESIGN: Longitudinal Cohort Study. OBJECTIVE: Determine 1-year patient-reported outcomes associated with preoperative chronic opioid therapy and high-preoperative opioid dosages in patients undergoing elective spine surgery. SUMMARY OF BACKGROUND DATA: Back pain is the most disabling condition worldwide and over half of patients presenting for spine surgery report using opioids. Preoperative dosage has been correlated with poor outcomes, but published studies have not assessed the relationship of both preoperative chronic opioids and opioid dosage with patient-reported outcomes. METHODS: For patients undergoing elective spine surgery between 2010 and 2017, our prospective institutional spine registry data was linked to opioid prescription data collected from our state's Prescription Drug Monitoring Program to analyze outcomes associated with preoperative chronic opioid therapy and high-preoperative opioid dosage, while adjusting for confounders through multivariable regression analyses. Outcomes included 1-year meaningful improvements in pain, function, and quality of life. Additional outcomes included 1-year satisfaction, return to work, 90-day complications, and postoperative chronic opioid use. RESULTS: Of 2128 patients included, preoperative chronic opioid therapy was identified in 21% and was associated with significantly higher odds (adjusted odds ratio [95% confidence interval]) of not achieving meaningful improvements at 1-year in extremity pain (aOR:1.5 [1.2-2]), axial pain (aOR:1.7 [1.4-2.2]), function (aOR:1.7 [1.4-2.2]), and quality of life (aOR:1.4 [1.2-1.9]); dissatisfaction (aOR:1.7 [1.3-2.2]); 90-day complications (aOR:2.9 [1.7-4.9]); and postoperative chronic opioid use (aOR:15 [11.4-19.7]). High-preoperative opioid dosage was only associated with postoperative chronic opioid use (aOR:4.9 [3-7.9]). CONCLUSION: Patients treated with chronic opioids prior to spine surgery are significantly less likely to achieve meaningful improvements at 1-year in pain, function, and quality of life; and less likely to be satisfied at 1-year with higher odds of 90-day complications, regardless of dosage. Both preoperative chronic opioid therapy and high-preoperative dosage are independently associated with postoperative chronic opioid use. LEVEL OF EVIDENCE: 2.


Subject(s)
Analgesics, Opioid/administration & dosage , Back Pain/surgery , Elective Surgical Procedures/trends , Opioid-Related Disorders/epidemiology , Patient Reported Outcome Measures , Preoperative Care/trends , Aged , Analgesics, Opioid/adverse effects , Back Pain/drug therapy , Back Pain/epidemiology , Cohort Studies , Elective Surgical Procedures/adverse effects , Female , Humans , Longitudinal Studies , Male , Middle Aged , Opioid-Related Disorders/diagnosis , Preoperative Care/adverse effects , Prospective Studies , Quality of Life , Registries , Time Factors
3.
Spine J ; 19(6): 984-994, 2019 06.
Article in English | MEDLINE | ID: mdl-30611889

ABSTRACT

BACKGROUND CONTEXT: No consensus exists for defining chronic preoperative opioid use. Most spine studies rely solely on opioid duration to stratify patients into preoperative risk categories. PURPOSE: The purpose of this study is to compare established opioid definitions that contain both duration and dosage to opioid models that rely solely on duration, including the CDC Guideline for Prescribing Opioids for Chronic Pain, in patients undergoing spine surgery. STUDY DESIGN: This was a retrospective cohort study that used opioid data from the Tennessee Controlled Substance Monitoring Database and prospective clinical data from a single-center academic spine registry. PATIENT SAMPLE: The study cohort consisted of 2,373 patients who underwent elective spine surgery for degenerative conditions between January 2011 and February 2017 and who completed a follow-up assessment at 12 months after surgery. OUTCOME MEASURES: Postoperative opioid use and patient-reported satisfaction (NASS Satisfaction Scale), disability (Oswestry/Neck Disability Index), and pain (Numeric Rating Scale) at 12 month follow-up. METHODS: Six different chronic preoperative opioid use variables were created based on the number of times a prescription was filled and/or daily morphine milligram equivalent for the one year before surgery. These variables defined chronic opioid use as 1) most days for > 3 months (CDC), 2) continuous use for ≥ 6 months (Schoenfeld), 3) >4,500 mg for at least 9 months (Svendsen wide), 4) >9,000 mg for 12 months (Svendsen intermediary), 5) >18,000 mg for 12 months (Svendsen strict), 6) low-dose chronic (1-36 mg for >91 days), medium-dose chronic (36-120 mg for >91 days), and high-dose chronic (>120 mg for >91 days) (Edlund). Multivariable regression models yielding C-index and R2 values were used to compare chronic preoperative opioid use definitions by postoperative outcomes, adjusting for type of surgery. RESULTS: Chronic preoperative opioid use was reported in 470 to 725 (19.8% to 30.6%) patients, depending on definition. The Edlund definition, accounting for duration and dosage, had the highest predictive ability for postoperative opioid use (77.5%), followed by Schoenfeld (75.7%), CDC (72.6%), and Svendsen (59.9% to 72.5%) definitions. A combined Edlund and Schoenfeld duration and dosage definition in post-hoc analysis, that included 3 and 6 month duration cut-offs, performed the best overall with a C-index of 78.4%. Both Edlund and Schoenfeld definitions explained similar amounts of variance in satisfaction, disability, and pain (4.2% to 8.5%). Svendsen and CDC definitions demonstrated poorer performance for patient-reported outcomes (1.4% to 7.2%). CONCLUSIONS: The Edlund definition is recommended for identifying patients at highest risk for postoperative opioid use. When opioid dosage is unavailable, the Schoenfeld definition is a reasonable choice with similar predictive ability. For patient-reported outcomes, either the Edlund or Schoenfeld definition is recommended. Future work should consider combing dosage and duration, with 3 and 6 month cutoffs, into chronic opioid use definitions.


Subject(s)
Analgesics, Opioid/administration & dosage , Drug Utilization , Elective Surgical Procedures/adverse effects , Opioid-Related Disorders/epidemiology , Pain, Postoperative/drug therapy , Spine/surgery , Adult , Analgesics, Opioid/adverse effects , Analgesics, Opioid/therapeutic use , Elective Surgical Procedures/methods , Female , Humans , Male , Middle Aged , Opioid-Related Disorders/etiology , Opioid-Related Disorders/prevention & control , Pain, Postoperative/epidemiology , Patient Reported Outcome Measures , Preoperative Period , Registries
4.
Neurosurgery ; 82(4): 506-515, 2018 04 01.
Article in English | MEDLINE | ID: mdl-28633411

ABSTRACT

BACKGROUND: The costs and outcomes following degenerative spine surgery may vary from surgeon to surgeon. Patient factors such as comorbidities may increase the health care cost. These variations are not well studied. OBJECTIVE: To understand the variation in outcomes, costs, and comorbidity-adjusted cost for surgeons performing lumbar laminectomy and fusions surgery. METHODS: A total of 752 patients undergoing laminectomy and fusion, performed by 7 surgeons, were analyzed. Patient-reported outcomes and 90-d cost were analyzed. Multivariate regression model was built for high-cost surgery. A separate linear regression model was built to derive comorbidity-adjusted 90-d costs. RESULTS: No significant differences in improvement were found across all the patient-reported outcomes, complications, and readmission among the surgeons. In multivariable model, surgeons #4 (P < .0001) and #6 (P = .002) had higher odds of performing high-cost fusion surgery. The comorbidity-adjusted costs were higher than the actual 90-d costs for surgeons #1 (P = .08), #3 (P = .002), #5 (P < .0001), and #7 (P < .0001), whereas they were lower than the actual costs for surgeons #2 (P = .128), #4 (P < .0001), and #6 (P = .44). CONCLUSION: Our study provides valuable insight into variations in 90-d costs among the surgeons performing elective lumbar laminectomy and fusion at a single institution. Specific surgeons were found to have greater odds of performing high-cost surgeries. Adjusting for preoperative comorbidities, however, led to costs that were higher than the actual costs for certain surgeons and lower than the actual costs for others. Patients' preoperative comorbidities must be accounted for when crafting value-based payment models. Furthermore, designing intervention targeting "modifiable" factors tied to the way the surgeons practice may increase the overall value of spine care.


Subject(s)
Laminectomy/economics , Spinal Fusion/economics , Surgeons/statistics & numerical data , Adult , Aged , Comorbidity , Decompression, Surgical/economics , Female , Health Care Costs , Humans , Lumbar Vertebrae/surgery , Middle Aged , Retrospective Studies , Treatment Outcome
5.
J Dent Educ ; 74(4): 423-33, 2010 Apr.
Article in English | MEDLINE | ID: mdl-20388816

ABSTRACT

The University of Colorado Denver School of Dental Medicine has operated a community-based dental education program for all of its students since 1985. A database of student productivity has been maintained in a standardized format, capable of multiyear compilation, since 1994. This study utilizes twelve years of these data to profile the type and amount of clinical treatment that can be provided by a typical fourth-year dental student during a 100-day community-based training experience. Between 1994 and 2006, the school's 423 graduates provided a mean of 922 treatment procedures per student at a mean of 498 patient visits per student. During a typical four-week clinical affiliation, each student provided a mean of approximately twenty-seven restorations on permanent teeth, sixteen restorations on primary teeth, and twenty-four oral surgery procedures (extractions). Students also gained considerable experience in periodontics, fixed and removable prosthodontics, and endodontics. Self-assessed competency ratings tended to increase after completing the program, as did willingness to treat underserved populations after graduation. About 16 percent of graduates reported planning to practice in the public sector after completing dental school. A community-based experience such as this appears to offer an opportunity to substantially augment dental students' clinical training experiences.


Subject(s)
Community Dentistry/education , Dentistry, Operative/education , Education, Dental/methods , Models, Educational , Clinical Competence , Cognition , Colorado , Cultural Competency , Curriculum , Education, Dental/economics , Educational Measurement , Faculty, Dental , Humans , Preceptorship , Program Development , Program Evaluation , Schools, Dental , Self-Assessment , Surveys and Questionnaires , Training Support
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