Generic selectors
Exact matches only
Search in title
Search in content
Post Type Selectors
Search in posts
Search in pages
Filter by Categories
Case Report
Clinical research study
Current Issue
Editorial Board
Literature Review
Narrative review
Original Article
Research Article
Review Article
Short Report
Surgical techniques
Generic selectors
Exact matches only
Search in title
Search in content
Post Type Selectors
Search in posts
Search in pages
Filter by Categories
Case Report
Clinical research study
Current Issue
Editorial Board
Literature Review
Narrative review
Original Article
Research Article
Review Article
Short Report
Surgical techniques
View/Download PDF

Translate this page into:

25 (); 167-172
doi:
10.1016/j.jor.2021.05.001

Preoperative opioid use correlates with worse patient-reported outcomes two years after elective shoulder surgery

Department of Orthopaedics, University of Maryland School of Medicine, Baltimore, MD, USA

∗Corresponding author: R. Frank Henn III. fhenn@som.umaryland.edu

Disclaimer:
This article was originally published by Reed Elsevier India Pvt. Ltd. and was migrated to Scientific Scholar after the change of Publisher.

Abstract

Abstract

Prescription opioid consumption in the United States is a well-known public health problem, however, the deleterious effect of opioids may not be fully understood. The purpose of this study was to investigate the relationship between preoperative opioid use and patient-reported outcomes two years after shoulder surgery. We hypothesized preoperative opioid use would be predictive of worse two-year patient reported outcome scores.

Patients undergoing shoulder surgery at an urban institution from June 2015 to July 2017 were prospectively enrolled into our orthopaedic registry. Preoperative opioid use and its association to patient outcome scores was retrospectively analyzed through bivariate analysis. Multivariate analysis was used to control for confounding variables and to determine independent predictors of two-year outcome scores.

Preoperative opioid use was associated with significantly worse scores on all two-year patient reported outcomes, and less improvement in PROMIS Physical Function and Numeric Pain Score (NPS) Body Pain two years postoperatively. Multivariate analysis showed preoperative opioid use to be an independent predictor of worse two-year scores in PROMIS Physical Function, PROMIS Pain Interference, PROMIS Social Satisfaction, American Shoulder and Elbow Surgeons Standardized Shoulder Form and NPS Operative Site. Preoperative opioid use was not an independent predictor of change in any outcome measure.

Preoperative opioid use was associated with worse scores on all two-year patient reported outcomes, and after controlling for confounders, preoperative opioid use was predictive of worse scores in several two-year outcome measures. To our knowledge, this is one of the few studies investigating the impact of preoperative opioid use on postoperative outcomes after shoulder surgery.

Keywords

Orthopaedic surgery
Shoulder
Opioid
Outcomes
1

1 Introduction

Prescription opioid consumption in the United States is a well-known public health problem. From 1999 to 2010, prescription opioid misuse and abuse roughly quadrupled, and the number of opioid-related deaths quintupled.1 This startling increase coincided with a broadening of opioid prescribing indications from acute to chronic pain.2 Notably, orthopaedic surgeons have played a major role in opioid prescribing, ranking as the fourth highest opioid prescribers behind primary care physicians, internists and dentists.3

Several studies have focused on preoperative opioid use and its relationship to patient-reported outcomes.4,5,6,7,8 A meta-analysis found opioid use prior to total knee and hip arthroplasty was associated with worse scores on patient-reported outcome measures.6 Preoperative opioid use was also associated with prolonged hospital stays and an increased likelihood of discharge to rehabilitation facilities.5 However, there is limited data surrounding preoperative opioid use and its association with outcomes after shoulder surgery.

In patients with primary glenohumeral osteoarthritis undergoing shoulder arthroplasty, lower pre and postoperative outcome scores have been associated with preoperative opioid use, but a need for more expansive investigations was emphasized.7 Alarmingly, preoperative opioid use in total shoulder arthroplasty (TSA) patients was associated with a five times greater incidence of opioid use one year after surgery.4

That National Institute of Health Patient-Reported Outcomes Measurement Information Systems (PROMIS) is a validated and reliable tool providing clinicians with important feedback regarding physical and psycho-social patient reported outcomes (PROs).8 The Maryland Orthopedic Registry (MOR) is a prospective research registry that includes PROMIS computer adaptive testing to comprehensively assess patients undergoing a variety of orthopedic surgical procedures.9 Previously, Nadarajah et al. used the MOR to study associations between preoperative opioid use and preoperative PROs in patients undergoing shoulder surgery and found preoperative opioid use to be independently predictive of worse preoperative function, pain, and social satisfaction.8 We aimed to expand these results by performing a follow-up study.

Thus, the purpose of this study was to investigate the relationship between preoperative opioid use and patient-reported outcomes at two-year follow-up in patients undergoing elective shoulder surgery. We hypothesized that patients using opioids preoperatively would have worse patient-reported outcomes.

2

2 Materials and methods

A prospective institutional review board-approved orthopedic registry, the MOR, was queried for patients that underwent elective shoulder surgery at a single urban institution from June 2015 to June 2017. All data was gathered using the Research Electronic Data Capture (REDCap™) data collection system. Inclusion criterion was patients undergoing elective shoulder surgery. Exclusion criteria consisted of: inability to speak English, younger than 12 years old, incarceration or ward of the state, inability to provide an email, or incomplete baseline survey information.9 Patients that opted to enroll in the registry completed electronic surveys one week perioperatively, and two years postoperatively. Self-reported parameters included demographic characteristics, social history and surgical history. Relevant past medical history, such as smoking status, American Society of Anesthesiologists (ASA) score, comorbidities, and preoperative opioid use, was obtained from the medical record.9 Of note, during medical record review, any patient with an opioid listed as an active medication within six weeks of surgery was defined as an ‘opioid user’. Common Procedural Terminology (CPT) codes were obtained from operative notes to identify procedure types and were listed by most common primary codes.

Enrolled patients also completed a number of preoperative questionnaires assessing physical function, psychosocial function, pain, activity and expectations. These included six PROMIS questionnaires (Physical Function (PF), Pain Interference (PI), Social Satisfaction (SS), Anxiety, Depression, and Fatigue), the American Shoulder and Elbow Surgeons (ASES) Standardized Shoulder Form,10 and two numeric pain scales (NPS) assessing shoulder and whole body pain. Of note, in certain domains (i.e., PROMIS PF and SS) higher scores are interpreted as “better” and in other domains (i.e., PROMIS PI, Fatigue, Anxiety, and Depression) higher scores are interpreted as “worse”. Activity measurements were collected with the Marx Activity Rating Scale.11 Patient surgical satisfaction was assessed using the Surgical Satisfaction Questionnaire (SSQ-8), which allows the patient to rate their satisfaction in eight separate domains measured on a five-point Likert scale (1 = very satisfied; 5 = very unsatisfied).12 Preoperative patient expectations and whether those expectations were met was recorded through the Musculoskeletal Outcomes Data Evaluation and Management System (MODEMS).

2.1

2.1 Statistical analysis

Patients who used opioids preoperatively were compared to non-opioid users using the Wilcoxon rank sum test for continuous variables and the Pearson chi-squared test for categorical variables. If cell counts were less than five, Fisher's Exact Test was performed. To test if preoperative opioid use was an independent predictor of patient reported outcomes, a backwards-elimination-stepwise technique via a least-squares multivariable linear regression model was used. All variables with p ≤ 0.10 in the bivariate analysis were included in the model and variables were then eliminated using a p-value threshold of 0.05 until only significant variables remained. All statistical tests used were two-sided with an alpha level of 0.05 to determine statistical significance. All analyses were performed using JMP Pro, Version 13 software (JMP®, Version 13. SAS Institute Inc., Cary, NC).

3

3 Results

Of the 353 patients enrolled, 257 (72.8%) completed two-year follow up questionnaires and preoperative opioid use was reported in 77 (30.0%) of those 257 patients. Among the primary CPT codes, open treatment of clavicular fracture (23515) and arthroscopic shoulder capsulorrhaphy demonstrated significantly higher and lower rates of preoperative opioid use, respectively (Table 1).

Table 1 Preoperative opioid use by Primary common procedural terminology (CPT) code.
CPT Procedure Preop Opioid (Yes) Preop Opioid (No) P-value*
N (Row %) N (Row %)
23472 Arthroplasty, glenohumeral joint; total shoulder 20 (39.2) 31 (60.8) 0.11
29827 Arthroscopy, shoulder, surgical; with rotator cuff repair 17 (33.3) 34 (66.7) 0.55
29825 Arthroscopy, shoulder, surgical; with lysis and resection of adhesions, with or without manipulation 7 (30.4) 16 (69.6) 0.95
23515 Open treatment of clavicular fracture, includes internal fixation, when performed 6 (66.7) 3 (33.3) 0.023
29806 Arthroscopy, shoulder, surgical; capsulorrhaphy 5 (7.9) 30 (85.7) 0.029
23462 Capsulorrhaphy, anterior; with coracoid process transfer 3 (25.0) 9 (75.0) 0.99
29823 Arthroscopy, shoulder, surgical, capsulorraphy 3 (37.5) 6 (62.5) 0.99
29824 Arthroscopy, shoulder, surgical, distal clavulectomy including distal articular surface (Mumford procedure) 1 (20.0) 4 (80.0) 0.99
29807 Arthroscopy, shoulder, surgical; repair of SLAP lesion 0 (0) 9 (100) 0.06
29826 Arthroscopy, shoulder, surgical; decompression of subacromial space with partial acromioplasty, with coracoacromial ligament (ie, arch) release 0 (0) 8 (100) 0.11
29828 Arthroscopy, shoulder, surgical; biceps tenodesis 0 (0) 7 (100) 0.11

Preoperative opioid use was associated with several patient characteristics including increased BMI (p = 0.008), greater number of comorbidities (p = 0.004), greater number of total surgeries (p < 0.001), greater number of orthopedic surgeries (p = 0.003), lower income (p = 0.001), smoking (p = 0.001), actively living with caretaker (0.026), history of back pain (p = 0.009), and higher ASA score (p = 0.005) (Table 2).

Table 2 Patient demographics by preoperative opioid use.
Continuous Variables Opioid Use (Yes) Opioid Use (No) P value
N Mean (SD) N Mean (SD)
Age 77 51.5 (14.3) 180 46.6 (17.5) 0.051
Body Mass Index 77 31.8 (7.1) 180 29.4 (6.5) 0.008
# Comorbidities 77 1.8 (1.4) 179 1.3 (1.4) 0.004
# Total surgeries 77 6.2 (6) 179 3.5 (4.4) < 0 .001
# Orthopedic surgeries 77 2.8 (3.7) 178 1.4 (1.8) 0.003
# Surgeries on shoulder 77 0.56 (1.15) 176 0.25 (0.52) 0.09
MODEMS expectations 77 80.7 (21.5) 180 89.1 (15.2) 0.002
Categorical Variables N % N % P value
Sex 77 180 0.009
Male 34 44.2 111 61.7
Female 43 55.8 69 38.3
Ethnicity 76 176 0.99
Hispanic 3 4 7 4
Non- Hispanic/Latino 73 96 169 96
Race 75 176 0.83
Black 18 24 38 21.6
White 52 69.3 123 69.9
Other 5 6.7 15 8.5
Education 73 177 0.14
Some high school 2 2.7 8 4.5
High school graduate 43 58.9 80 45.2
College degree 28 38.4 89 50.3
Employment Status 75 177 0.07
Employed 36 48 86 48.6
Unemployed 36 48 68 38.4
Student 3 4 23 13
Income 65 138 0.001
>70k 23 35.4 83 60.1
<70k 42 64.6 55 39.9
Marital status 75 174 0.92
Single 37 49.3 87 50
Married/Domestic Partnership 38 50.7 87 50
Smoking Status 75 177 0.001
Current 13 17.3 15 8.5
Former 27 36 37 20.9
Never 35 46.7 125 70.6
Alcohol Consumption 74 177 0.6
Never 26 35.1 54 30.5
<4x per week 45 60.8 111 62.7
≥4x per week 3 4.1 12 6.8
Recreational Drug Use 73 173 0.09
Yes 3 4.1 8 4.6
No 70 95.9 165 95.4
Insurance 72 159 0.32
Government 20 27.8 47 29.6
Private 51 70.8 112 70.4
None 1 1.4 0 0
Living with Caretaker 74 177 0.76
Yes 61 81.3 143 80.8
No 13 18.7 34 19.2
Family/Friend as Caretaker 74 175 0.026
Yes 67 90.5 170 97.1
No 7 9.5 5 2.9
Legal Claim 73 173 0.08
Yes 12 16.4 15 8.7
No 61 83.6 158 91.3
Worker's Compensation 72 172 0.36
Yes 7 9.7 11 6.4
No 65 90.3 161 93.6
History of Depression/Anxiety 74 177 0.85
Yes 15 20.3 34 19.2
No 59 79.7 143 80.8
History of Back Pain 73 175 0.009
Yes 8 11 5 2.9
No 65 89 170 97.1
Prior Injury 75 174 0.12
Yes 53 70.7 105 60.3
No 22 29.3 69 39.7
Prior Shoulder Injury 77 178 0.3
Yes 22 28.6 40 22.5
No 55 71.4 138 77.5
ASA score 77 180 <0.001
1 10 13 65 36.1
2 54 70.1 102 56.7
3 12 15.6 13 7.2
4 1 1.3 0 0
General Anesthesia 76 180 0.5
Yes 40 52.6 77 42.8
No 36 47.4 103 57.2
Regional anesthesia 76 180 0.07
Yes 70 92.1 175 97.2
No 6 7.9 5 2.8
Regional Peripheral Nerve Catheter 76 180 0.14
Yes 53 69.7 108 60
No 23 30.3 72 40

Preoperative opioid use was associated with significantly worse scores on all patient reported outcome measures two years after surgery (Table 3). However, both groups improved significantly from baseline on all patients reported outcome measures except PROMIS Depression, MARS and NPS Whole Body Pain. Non-users improved in PROMIS Depression, neither group improved in MARS and both groups worsened in NPS Whole Body Pain (Table 4). The amount of change was not significantly different between opioid users and non-users except that non-users had significantly greater improvement in PROMIS PF (p = 0.041) and significantly greater increase in NPS Whole Body Pain (p = 0.028) (Table 4).

Table 3 Two-year patient- reported outcomes by preoperative opioid use.
Patient Reported Outcome Opioid Use (Yes) Opioid Use (No) P value
N Mean (SD) N Mean (SD)
PROMIS Physical Function 77 45.3 (11.6) 180 54.7 (10) <0.001
PROMIS Pain Interference 77 56.6 (10.7) 180 48 (8.7) <0.001
PROMIS Fatigue 77 53.9 (11.3) 180 44.7 (10.5) <0.001
PROMIS Social Satisfaction 77 45.3 (11.1) 180 54.7 (11.1) <0.001
PROMIS Anxiety 77 52.4 (11.1) 180 47.6 (10.3) <0.001
PROMIS Depression 77 49.9 (9.2) 180 45.5 (9) <0.001
ASES Standardized Shoulder Form 77 63.6 (27.5) 180 84.6 (18.7) <0.001
MARS Upper Body 76 47.5 (24) 176 64.2 (21.9) <0.001
Numeric Pain Scale- Shoulder 76 3.4 (3.1) 180 1.4 (2) <0.001
Numeric Pain Scale- Whole Body 76 4.1 (3.1) 180 1.7 (2) <0.001
MODEMS Met Expectations 72 60.2 (33.4) 178 78.3 (27.6) <0.001
Surgical Satisfaction Questionnaire- 8 75 74.4 (24) 178 83.2 (18.5) 0.005
Table 4 Change in patient-reported outcomes by preoperative opioid use.
Patient Reported Outcome Opioid Use (Yes) Opioid Use (No) P value
N Mean (SD) N Mean (SD)
PROMIS Physical Function 77 7 (11.9) 180 9.5 (10.6) 0.041
PROMIS Pain Interference 77 −9.6 (10.6) 180 −11.1 (8.7) 0.26
PROMIS Fatigue 77 −4.4 (10) 180 −6.1 (10.5) 0.42
PROMIS Social Satisfaction 77 9.2 (12.7) 180 10.4 (12.9) 0.43
PROMIS Anxiety 77 −5.2 (10.6) 180 −6.2 (9.9) 0.48
PROMIS Depression 77 −1.1 (10.4) 180 −2.6 (8.7) 0.38
ASES Standardized Shoulder Form 75 33.2 (27.3) 178 36.1 (23.5) 0.39
MARS Upper Body 73 −7 (29.7) 168 −2.4 (23.8) 0.35
Numeric Pain Scale Shoulder 75 −2.7 (3.6) 178 −3.4 (3) 0.15
Numeric Pain Scale Whole Body 76 1.1 (2.9) 179 0.5 (1.9) 0.028

Multivariate analysis was used to assess if preoperative opioid use was an independent predictor of two-year and change in patient-reported outcomes scores. After controlling for confounding variables, preoperative opioid use was shown to be an independent predictor of worse two-year scores in PROMIS Physical Function, PROMIS Pain Interference, PROMIS Social Satisfaction, ASES Standardized Shoulder Form and Numeric Pain Score Operative Site (Table 5). Preoperative opioid use was not found to be an independent predictor of improvement in any of the outcome measures.

Table 5 Association between preoperative opioid use and two- year patient-reported outcomes.
Patient-Reported Outcomes Associations with Preoperative Opioid Use
Wilcoxon Rank Sum (P value) Multivariate Correlation (P value)
PROMIS Physical Function <.0001 −2.18 (0.002)
PROMIS Pain Interference <.0001 2.54 (<0.001)
PROMIS Fatigue <.0001 -
PROMIS Social Satisfaction <.0001 −2.08 (0.001)
PROMIS Anxiety .0007 -
PROMIS Depression .0003 -
ASES Standardized Shoulder Form <.0001 −7.94 (<0.001)
Numeric Pain Scale – Operative Site <.0001 0.78 (<0.001)
Numeric Pain Scale – Whole Body <.0001 -
Marx Activity Rating Scale- Upper Body <.0001 -
MODEMS .0005 -
Surgical Satisfaction Questionnaire- 8 .005 -
4

4 Discussion

With increasing emphasis on the deleterious effects of opioids in today's healthcare, understanding the effects of preoperative opioid use on surgical outcomes is essential. Specifically, we sought to better understand the relationship between preoperative opioid use and patient-reported outcomes two years after shoulder surgery. The results of this study supported our hypothesis that preoperative opioid use is associated with worse patient-reported outcomes two years after elective shoulder surgery. After controlling for confounders, preoperative opioid use was predictive of worse two-year scores in PROMIS Physical Function, PROMIS Pain Interference, PROMIS Social Satisfaction, ASES Standardized Shoulder Form and Numeric Pain Score Operative Site. These findings advocate against opioid use in the preoperative period for patients undergoing elective shoulder surgery.

This retrospective study examined a cohort of patients with a similar prevalence (30%) of preoperative opioid use compared to past literature.13 Preoperative opioid use has been shown to be a marker of worse general health status,14 which was consistent with our analysis of preoperative opioid use by two-year patient reported outcomes. Beyond the scope of our outcome parameters, preoperative opioid use has also been linked to higher readmission rates, longer hospital stays, higher incidence of revision surgery and greater discharge to rehabilitation facilities.15,5,16,17

Past literature has associated preoperative opioid use with worse overall health profiles in a variety of orthopedic patients, including those undergoing shoulder surgery.14,8 Similarly, we found preoperative opioid use to be associated with increased BMI, greater comorbidities, greater number of orthopedic and total surgeries, greater ASA score and history of back pain. Preoperative opioid use has also been shown to be one of the strongest predictors of postoperative opioid use.18,19 Concerningly, recent literature has shown that patients undergoing shoulder arthroplasty who used opioids before surgery had a seven times greater incidence of opioid use four years after surgery.4 Although that study may not be generalizable to all shoulder surgeries, it highlights the potential progression of preoperative opioid use to chronic opioid use.

In previous literature concerning hip and knee surgery, preoperative opioid use was associated with worse patient outcomes.6 Similarly, preoperative opioid use was associated with worse outcomes in patients undergoing anatomic shoulder arthroplasty and reverse shoulder arthroplasty, respectively.7 Williams et al. also found that preoperative opioid use hindered patients from reaching peak functionality in multiple outcome measures (ASES, active range of motion (AROM), Simple Shoulder Test (SST)).20 Our findings concur with these studies—preoperative opioid use was associated with worse scores in all PRO measures at two-year follow-up and multivariate analysis supports these findings in shoulder specific functional and pain outcomes. .

Our study aimed to assess preoperative opioid use in in a mixed cohort of shoulder procedures. A significant difference in preoperative opioid use was observed between primary CPT groups and these differences were incorporated into our multivariable analysis. Our study also incorporated PROMIS instruments in addition to legacy assessments such as ASES, MARS and NPS. PROMIS has been shown to correlate well with other orthopedic-specific PRO measures,9 and our results support those findings. The correspondence of preoperative opioid use with worse patient reported outcomes, both for PROMIS and legacy assessments, supports PROMIS as a consistent and valid tool.

Past literature has indicated that improvement in patient-reported outcome measures from baseline to two-year follow up did not vary significantly between the opioid and non-opioid users.6,21,7,20 However, our study did not definitively support these findings. Although patients using preoperative narcotics may experience worse two-year outcomes after shoulder surgery, their degree of improvement relative to preoperative scores indicates surgical treatment is still efficacious. This finding may suggest that although surgery is beneficial regardless of preoperative opioid use, preoperative opioid may act as a barrier to maximizing postoperative outcomes.

Demographically, preoperative opioid use was found to be associated with greater BMI, greater number of comorbidities, greater number of total surgeries, greater number of orthopedic surgeries, and lower expectations. Preoperative opioid use was also found to be significantly higher in females, low income patients (<70k), smokers, patients with history of back pain, patients with friends/family as caretakers, and patients with higher ASA scores. Previous studies found similar associations and encouraged an emphasis on the importance of integrating the biopsychosocial model of medicine in treatment plans for patients in this population.8,22 Our study reiterates the importance of these factors, which when taken into consideration with our previously discussed findings, paint a complicated picture of opioids’ role in the health of our surgical patients.

This study is not without limitations. This is a retrospective cohort study and the limitations which typically apply to such a study design also apply here. Most notably, causality cannot be ascertained from this study. The use of a multivariable regression with step-wise elimination helped mitigate the presence of any confounders, such as procedure type, that may be present, but is not fail-safe for eliminating selection bias in our patient population. Opioid use was defined as a binary variable, which hinders our ability to query how the quantity of preoperative opioid use impacts patient-reported outcomes. Additionally, as preoperative opioid use was partially determined by patients self-reporting a narcotic as an active medication, it is possible that some patients may have not felt comfortable admitting opioid use. Finally, as previously mentioned, our patient population included a large number of procedures, which could introduce confounders and limit the study generalizability. However, we believe our results identify an important trend that may be common across multiple shoulder procedures. Our analysis of primary CPT codes followed by controlling for confounders through multivariate analysis attempts to mitigate these shortcomings. While this is the case, this study utilized a large and diverse patient cohort to study preoperative opioid use and postoperative outcomes after elective shoulder surgery.

5

5 Conclusion

In this study of patients undergoing elective shoulder surgery, preoperative opioid use was associated with worse scores in all PRO measures at two-year follow-up including all six PROMIS domains, ASES, MARS, NPS pain scores, MODEMS, and SSQ-8. Furthermore, preoperative opioid use was independently associated with worse two-year scores in the PROMIS PF, PROMIS PI, PROMIS Social Satisfaction, ASES, and Numeric Pain Score Operative Site. Our findings provide further evidence that orthopedic surgeons should consider alternate methods of preoperative pain management, when possible.

Funding

This work was supported by a grant from The James Lawrence Kernan Hospital Endowment Fund, Incorporated.

Disclaimer

None.

CRediT authorship contribution statement

Michael A. McCurdy: Conceptualization, Writing – original draft, Writing – review & editing. Cameran I. Burt: Conceptualization, Writing – original draft, Writing – review & editing. Matheus B. Schneider: Writing – original draft, Writing – review & editing, Methodology, Data curation, Formal analysis. Tina Zhang: Writing – original draft, Writing – review & editing, Methodology, Data curation, Formal analysis. Michael J. Foster: Writing – original draft, Writing – review & editing. Ali Aneizi: Writing – original draft, Writing – review & editing. Mohit N. Gilotra: Writing – original draft, Writing – review & editing, Supervision. S. Ashfaq Hasan: Writing – original draft, Writing – review & editing, Supervision. R. Frank Henn III: Writing – original draft, Writing – review & editing, Methodology, Data curation, Formal analysis, Project administration, Supervision, Funding acquisition, Validation.

References

  1. , , , . Vital signs: overdoses of prescription opioid pain relievers and other drugs among women — United States, 1999–2010. MMWR Morb Mortal Wkly Rep. 2013 Jul 5;62(26):537-542.
    [Google Scholar]
  2. , , , et al . Vital signs: changes in opioid prescribing in the United States, 2006–2015. MMWR Morb Mortal Wkly Rep. 2017 Jul 7;66(26):697-704.
    [Google Scholar]
  3. , , , , , . Characteristics of opioid prescriptions in 2009. J Am Med Assoc. 2011 Apr 6;305(13):1299-1301.
    [Google Scholar]
  4. , , , , , , . Preoperative opioid use among patients undergoing shoulder arthroplasty predicts prolonged postoperative opioid use. J Am Acad Orthop Surg. 2018 Aug 1;27(15):e691-e695.
    [Google Scholar]
  5. , , , , , , . Preoperative opioid use negatively affects patient-reported outcomes after primary total hip arthroplasty. JAAOS - J. Am. Acad. Orthop. Surg.. 2019 Nov 15;27(22)
    [Google Scholar]
  6. , , , et al . Preoperative opioid use is associated with worse patient outcomes after Total joint arthroplasty: a systematic review and meta-analysis. BMC Muscoskel Disord. 2019 May 18;20(1):234.
    [Google Scholar]
  7. , , , , . Preoperative opioid use associated with worse outcomes after anatomic shoulder arthroplasty. J Shoulder Elbow Surg. 2016 Apr 1;25(4):619-623.
    [Google Scholar]
  8. , , , et al . Preoperative opioid use in patients undergoing shoulder surgery. Shoulder Elbow 2019 Oct 17
    [Google Scholar]
  9. , , , , , . The Maryland Orthopaedic Registry (MOR): design and baseline characteristics of a prospective registry. J. Clin. Orthop. Trauma.. 2017 Dec;8(4):301-307.
    [Google Scholar]
  10. , , , et al . A standardized method for the assessment of shoulder function. J Shoulder Elbow Surg. 1994 Nov 1;3(6):347-352.
    [Google Scholar]
  11. , , , , , . Measurement of shoulder activity level. Clin Orthop. 2005 Oct;439:101-108.
    [Google Scholar]
  12. , , , , . The surgical satisfaction questionnaire (SSQ-8): a validated tool for assessment of patient satisfaction following surgery to correct prolapse and/or incontinence. J Minim Invasive Gynecol. 2011 Nov;18(6):S49-S50.
    [Google Scholar]
  13. , , , et al . Prevalence of preoperative opioid use and characteristics associated with opioid use among patients presenting for surgery. JAMA Surg. 2018 Oct 1;153(10):929-937.
    [Google Scholar]
  14. , , , et al . Preoperative opioid use in knee surgery patients. J Knee Surg. 2019 Jul;32(7):630-636.
    [Google Scholar]
  15. , , , et al . Preoperative opioid use is associated with increased readmission, revision surgery and cost after total shoulder arthroplasty. Semin. Arthroplasty JSES 2020 May 14
    [Google Scholar]
  16. , , , , . Narcotic use and total knee arthroplasty. J Arthroplasty. 2018 Jan 1;33(1):113-118.
    [Google Scholar]
  17. , , , et al . Opioid prescription levels and postoperative outcomes in orthopedic surgery. Pain. 2017 Dec;158(12):2422-2430.
    [Google Scholar]
  18. , , , , , , . Opioid use after total knee arthroplasty: trends and risk factors for prolonged use. J Arthroplasty. 2017 Aug 1;32(8):2390-2394.
    [Google Scholar]
  19. , , , et al . New persistent opioid use after minor and major surgical procedures in US adults. JAMA Surg. 2017 Jun 1;152(6)
    [Google Scholar]
  20. , , , , . Influence of preoperative opioid use on postoperative outcomes and opioid use after arthroscopic rotator cuff repair. J Shoulder Elbow Surg. 2019 Mar 1;28(3):453-460.
    [Google Scholar]
  21. , , , , , . Preoperative opioid use and outcomes after reverse shoulder arthroplasty. J Shoulder Elbow Surg. 2015 Jan 1;24(1):11-16.
    [Google Scholar]
  22. , , , . The future of orthopaedic care: promoting psychosocial resiliency in orthopaedic surgical practices. JBJS. 2018 Jul 5;100(13):e89.
    [Google Scholar]
Show Sections