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Bone & Joint Open
Vol. 2, Issue 7 | Pages 493 - 502
12 Jul 2021
George SZ Yan X Luo S Olson SA Reinke EK Bolognesi MP Horn ME

Aims. Patient-reported outcome measures have become an important part of routine care. The aim of this study was to determine if Patient-Reported Outcomes Measurement Information System (PROMIS) measures can be used to create patient subgroups for individuals seeking orthopaedic care. Methods. This was a cross-sectional study of patients from Duke University Department of Orthopaedic Surgery clinics (14 ambulatory and four hospital-based). There were two separate cohorts recruited by convenience sampling (i.e. patients were included in the analysis only if they completed PROMIS measures during a new patient visit). Cohort #1 (n = 12,141; December 2017 to December 2018,) included PROMIS short forms for eight domains (Physical Function, Pain Interference, Pain Intensity, Depression, Anxiety, Sleep Quality, Participation in Social Roles, and Fatigue) and Cohort #2 (n = 4,638; January 2019 to August 2019) included PROMIS Computer Adaptive Testing instruments for four domains (Physical Function, Pain Interference, Depression, and Sleep Quality). Cluster analysis (K-means method) empirically derived subgroups and subgroup differences in clinical and sociodemographic factors were identified with one-way analysis of variance. Results. Cluster analysis yielded four subgroups with similar clinical characteristics in Cohort #1 and #2. The subgroups were: 1) Normal Function: within normal limits in Physical Function, Pain Interference, Depression, and Sleep Quality; 2) Mild Impairment: mild deficits in Physical Function, Pain Interference, and Sleep Quality but with Depression within normal limits; 3) Impaired Function, Not Distressed: moderate deficits in Physical Function and Pain Interference, but within normal limits for Depression and Sleep Quality; and 4) Impaired Function, Distressed: moderate (Physical Function, Pain Interference, and Sleep Quality) and mild (Depression) deficits. Conclusion. These findings suggest orthopaedic patient subgroups differing in physical function, pain, and psychosocial distress can be created from as few as four different PROMIS measures. Longitudinal research is necessary to determine whether these subgroups have prognostic validity. Cite this article: Bone Jt Open 2021;2(7):493–502


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_6 | Pages 119 - 119
1 Jul 2020
Busse J Heels-Ansdell D Makosso-Kallyth S Petrisor B Jeray K Tufescu T Laflamme GY McKay P McCabe R Le Manach Y Bhandari M
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Persistent post-surgical pain and associated disability are common after a traumatic fracture repair. Preliminary evidence suggests that patients' beliefs and perceptions may influence their prognosis. We sought to explore this association. We used data from the Fluid Lavage of Open Wounds trial to determine, in 1560 open fracture patients undergoing surgical repair, the association between Somatic PreOccupation and Coping (captured by the SPOC questionnaire) and recovery at 1 year. Of the 1218 open fracture patients with complete data available for analysis, 813 (66.7%) reported moderate to extreme pain at 1 yr. The addition of SPOC scores to an adjusted regression model to predict persistent pain improved the concordance statistic from 0.66 to 0.74, and found the greatest risk was associated with high SPOC scores [odds ratio: 5.63, 99% confidence interval (CI): 3.59–8.84, absolute risk increase 40.6%, 99% CI: 30.8%, 48.6%]. Thirty-eight per cent (484 of 1277) reported moderate to extreme pain interference at 1 yr. The addition of SPOC scores to an adjusted regression model to predict pain interference improved the concordance statistic from 0.66 to 0.75, and the greatest risk was associated with high SPOC scores (odds ratio: 6.06, 99% CI: 3.97–9.25, absolute risk increase: 18.3%, 95% CI: 11.7%, 26.7%). In our adjusted multivariable regression models, SPOC scores at 6 weeks post-surgery accounted for 10% of the variation in short form-12 physical component summary scores and 14% of short form-12 mental component summary scores at 1 yr. Amongst patients undergoing surgical repair of open extremity fractures, high SPOC questionnaire scores at 6 weeks post-surgery were predictive of persistent pain, reduced quality of life, and pain interference at 1 yr


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_6 | Pages 53 - 53
1 Jul 2020
Taylor C Waters T Ries M Datta G Davis E Nathwani D Sutton P Trahey A McNamara I
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In light of recent regulatory initiatives, medical devices now require additional clinical evidence to prove their safety and efficacy. At the same time, patients' own assessment of their devices' function and performance has gained in importance. The collection of these data allows for a more comprehensive picture of clinical outcomes and complications following total knee arthroplasty (TKA). These trends have led researchers to search for new methods of acquiring, interpreting and disseminating patient-reported outcome measurements (PROMs). The current study assesses the feasibility of a digital platform for collecting PROMs that was recently adapted for TKA patients. It sought to determine patient engagement, survey completion rates, and satisfaction with this platform. Eighty-two patients (mean age, 63.7 years, 59% females) scheduled for TKA were enrolled from one US and six UK sites between January 12, 2018 and April 30, 2018. Patients were supplied with a mobile application (app) that collects a variety of PROMs, including four domains based on the Patient-Reported Outcome Information System (PROMIS™): physical function, depression, pain interference and pain behavior. The platform electronically administers questionnaires using computer-adaptive tests (CATs), which reduce the burden on patients by tailoring follow-up questions to account for their previous answers. Satisfaction with the app was assessed in subset of patients who evaluated its ease-of-use (n=45), likelihood that they would recommend it to family/friends (n=35), and whether they successfully used the information it provided during their recovery (n=31). These scores were taken on a 1 to 10 (worst to best) scale. Patients demonstrated regular engagement with the platform, with 73% using the app at least once a week. Weekly engagement remained high throughout the seven-week post-operative period (Figure 1). There was a 69% completion rate of all PROMIS™ CAT surveys during the study. The four PROMIS™ CAT domains had similar survey completion rates (Figure 2). The subset of patients queried regarding their satisfaction with the app gave it favorable mean scores for ease-of-use (8.8), likelihood to recommend to a family member or friend (8.1), and their success at using its information to improve their recovery (7.4). Initial results support this digital platform's potential for successfully and efficiently collecting large volumes of PROMs. Patients reported high levels of engagement and satisfaction. For any figures or tables, please contact authors directly


Orthopaedic Proceedings
Vol. 101-B, Issue SUPP_4 | Pages 136 - 136
1 Apr 2019
Martusiewicz A Harold R Delagrammaticas D Beal M Manning D
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Introduction. Direct anterior approach (DAA) total hip arthroplasty (THA) has been reported to improve early outcomes as compared to posterior approach THA up to 6 weeks post-operatively. However, very few detailed results have been reported within the first 6 weeks. In this study we investigate the effect of surgical approach on THA outcome via weekly assessment. Methods. Patients undergoing THA for primary osteoarthritis were prospectively enrolled. Data was collected pre-operatively and post-operatively at weekly intervals for 6 weeks. Outcome scores and additional functional measures were compared using unpaired t-test, effect size, and Pearson correlation coefficients. Results. 111 patients (55 DAA and 56 posterior approach) were enrolled. There was no significant difference (p>0.05) in pre-surgical Patient Reported Outcome Measurement Information System (PROMIS) Pain interference and Physical Function scores, VAS Pain, and Modified Harris Hip Scores (mHHS). Post-operatively, the DAA group had decreased length of stay [1.4 vs 2.2 days, p=0.0002] and increased distance walked on postoperative day 1 and 2 [95 vs 52 ft, p=0.011 and 251 vs. 163 ft, p=0.0004, respectively]. The DAA group had lower VAS pain scores [p<0.05] and required less day 1 and total narcotics [59 vs 80 morphine equivalents, p=0.029 and 138 vs 190, p=0.01, respectively]. The DAA cohort had improved PROMIS Physical Function scores and mHHS up to 5 weeks post- operatively. Anterior approach patients discontinued their assistive device 8 days earlier [p=0.01], left home 3 days earlier [p=0.001], and drove a car 5 days earlier [p=0.016] compared to posterior patients. Conclusion. Patients undergoing DAA THA had significantly shorter length of stay, improved mobilization, decreased narcotic requirements and improved inpatient VAS pain scores compared to mini-posterior THA. Furthermore, DAA patients discontinued their assistive device, left their home, and drove a car sooner than posterior approach patients. The significant improvement in physical function seen with DAA THA persisted up to 5 weeks post-operatively


Orthopaedic Proceedings
Vol. 95-B, Issue SUPP_15 | Pages 235 - 235
1 Mar 2013
Lambers A Jennings R Bucknill A
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Introduction. Past research has focused on complications of bony fixation of navigation reference frames such as fractures and cutting errors. Objective. This study investigates the consequences of the use of iliac crest percutaneous navigational array pins in terms of pain, irritability and the impact on quality of life. Method. A prospective, consecutive series of 30 patients presenting for navigated total hip arthroplasty were included in the study. In all patients two temporary 125 × 4 mm Schanz screws were inserted into the iliac crest for the attachment of a navigational reference array. Patients were followed up by telephone at six weeks and three months post-operatively. Patients were also questioned regarding pain, interference with daily activities, pain or discomfort with clothing, how often the wound was noticed and how much time passed before the pain from the site went away completely. Results. All patients had a pre-operative pain score of 0 for the iliac crest region. Overall, a total of 17 patients (57%) reported pain from the pin-site at least once in the post-operative period. In these patients who reported pain, it lasted a mean of 30 ± 31 days (range, 4 to 122 days). The proportion of patients describing pain from the puncture site decreased steadily during the post-operative period from 30% at 3 weeks to 10% at 6 weeks and 4% (1 patient) at 3 months. A total of 9 patients (30%) described discomfort or pain at the pin-site irritated by wearing close-fitting clothing or a belt. The wound was not noticed at all by the majority of patients (80%) by 3-months post-operatively. Conclusion. The use of navigational pins for array fixation often causes pain and irritability for the patient, however this largely resolves in the short-term. This study suggests the incision for pin insertion be made more posteriorly along the iliac crest to reduce the likelihood of irritation with clothing


Bone & Joint Open
Vol. 2, Issue 2 | Pages 119 - 124
1 Feb 2021
Shah RF Gwilym SE Lamb S Williams M Ring D Jayakumar P

Aims

The increase in prescription opioid misuse and dependence is now a public health crisis in the UK. It is recognized as a whole-person problem that involves both the medical and the psychosocial needs of patients. Analyzing aspects of pathophysiology, emotional health, and social wellbeing associated with persistent opioid use after injury may inform safe and effective alleviation of pain while minimizing risk of misuse or dependence. Our objectives were to investigate patient factors associated with opioid use two to four weeks and six to nine months after an upper limb fracture.

Methods

A total of 734 patients recovering from an isolated upper limb fracture were recruited in this study. Opioid prescription was documented retrospectively for the period preceding the injury, and prospectively at the two- to four-week post-injury visit and six- to nine-month post-injury visit. Bivariate and multivariate analysis sought factors associated with opioid prescription from demographics, injury-specific data, Patient Reported Outcome Measurement Instrumentation System (PROMIS), Depression computer adaptive test (CAT), PROMIS Anxiety CAT, PROMIS Instrumental Support CAT, the Pain Catastrophizing Scale (PCS), the Pain Self-efficacy Questionnaire (PSEQ-2), Tampa Scale for Kinesiophobia (TSK-11), and measures that investigate levels of social support.