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Ortiz-Babilonia CD, Gupta A, Cartagena-Reyes MA, Xu AL, Raad M, Durand WM, Skolasky RL, Jain A. The Statistical Fragility of Trials Comparing Cervical Disc Arthroplasty and Anterior Cervical Discectomy and Fusion: A Meta Analysis. Spine (Phila Pa 1976) 2024; 49:708-714. [PMID: 37368958 DOI: 10.1097/brs.0000000000004756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 06/11/2023] [Indexed: 06/29/2023]
Abstract
STUDY DESIGN Meta-analysis. OBJECTIVE To assess the robustness of randomized controlled trials (RCTs) that compared cervical disc arthroplasty (CDA) and anterior cervical discectomy and fusion (ACDF) for the treatment of symptomatic degenerative cervical pathology by using fragility indices. SUMMARY OF BACKGROUND DATA RCTs comparing these surgical approaches have shown that CDA may be equivalent or even superior to ACDF due to better preservation of normal spinal kinematics. MATERIALS AND METHODS RCTs reporting clinical outcomes after CDA versus ACDF for degenerative cervical disc disease were evaluated. Data for outcome measures were classified as continuous or dichotomous. Continuous outcomes included: Neck Disability Index, overall pain, neck pain, radicular arm pain, and modified Japanese Orthopedic Association scores. Dichotomous outcomes included: any adjacent segment disease (ASD), superior-level ASD, and inferior-level ASD. The fragility index (FI) and continuous FI (CFI) were determined for dichotomous and continuous outcomes, respectively. The corresponding fragility quotient (FQ) and continuous FQ were calculated by dividing FI/CFI by sample size. RESULTS Twenty-five studies (78 outcome events) were included. Thirteen dichotomous events had a median FI of 7 [interquartile range (IQR): 3-10], and the median FQ was 0.043 (IQR: 0.035-0.066). Sixty-five continuous events had a median CFI of 14 (IQR: 9-22) and a median continuous FQ of 0.145 (IQR: 0.074-0.188). This indicates that, on average, altering the outcome of 4.3 patients out of 100 for the dichotomous outcomes and 14.5 out of 100 for continuous outcomes would reverse trial significance. Of the 13 dichotomous events that included a loss to follow-up data, 8 (61.5%) represented ≥7 patients lost. Of the 65 continuous events reporting the loss to follow-up data, 22 (33.8%) represented ≥14 patients lost. CONCLUSION RCTs comparing ACDF and CDA have fair to moderate statistical robustness and do not suffer from statistical fragility.
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Affiliation(s)
- Carlos D Ortiz-Babilonia
- Department of Orthopedic Surgery, Johns Hopkins University, Baltimore, MD
- Department of Orthopedic Surgery, University of Puerto Rico, PR
| | - Arjun Gupta
- Department of Orthopedic Surgery, Rutgers University, New Jersey, NJ
| | | | - Amy L Xu
- Department of Orthopedic Surgery, Johns Hopkins University, Baltimore, MD
| | - Micheal Raad
- Department of Orthopedic Surgery, Johns Hopkins University, Baltimore, MD
| | - Wesley M Durand
- Department of Orthopedic Surgery, Johns Hopkins University, Baltimore, MD
| | - Richard L Skolasky
- Department of Orthopedic Surgery, Johns Hopkins University, Baltimore, MD
| | - Amit Jain
- Department of Orthopedic Surgery, Johns Hopkins University, Baltimore, MD
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Covarrubias O, Andrade NS, Mo KC, Dhanjani S, Olson J, Musharbash FN, Sachdev R, Kebaish KM, Skolasky RL, Neuman BJ. Abnormal Postoperative PROMIS Scores are Associated With Patient Satisfaction in Adult Spinal Deformity and Degenerative Spine Patients. Spine (Phila Pa 1976) 2024; 49:689-693. [PMID: 37530118 DOI: 10.1097/brs.0000000000004783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 06/08/2023] [Indexed: 08/03/2023]
Abstract
STUDY DESIGN Retrospective review. OBJECTIVES To evaluate (1) patient satisfaction after adult spine surgery; (2) associations between the number of abnormal PROMIS domain scores and postoperative satisfaction; and (3) associations between the normalization of a patient's worst preoperative PROMIS domain score and postoperative satisfaction. SUMMARY OF BACKGROUND DATA Although "legacy" patient-reported outcome measures correlate with patient satisfaction after adult spine surgery, it is unclear whether PROMIS scores do. MATERIALS AND METHODS We included 1119 patients treated operatively for degenerative spine disease (DSD) or adult spinal deformity (ASD) from 2014 to 2019 at our tertiary hospital who completed questionnaires preoperatively and at ≥1 postoperative time points up to two years. Postoperative satisfaction was measured in ASD patients using items 21 and 22 from the SRS 22-revised questionnaire and in DSD patients using the NASS Patient Satisfaction Index. The "Worst" preoperative PROMIS domain was that with the greatest clinically negative deviation from the mean. "Normalization" was a postoperative score within 1 SD of the general population mean. Multivariate logistic regression identified factors associated with satisfaction. RESULTS Satisfaction was reported by 88% of DSD and 86% of ASD patients at initial postoperative follow-up; this proportion did not change during the first year after surgery. We observed an inverse relationship between postoperative satisfaction and the number of abnormal PROMIS domains at all postoperative time points beyond 6 weeks. Only among ASD patients was normalization of the worst preoperative PROMIS domain associated with greater odds of satisfaction at all time points up to one year. CONCLUSION The proportion of DSD and ASD patients satisfied postoperatively did not change from six weeks to 1 year. Normalizing the worst preoperative PROMIS domain and minimizing the number of abnormal postoperative PROMIS scores may reduce the number of dissatisfied patients. PROMIS data can guide perioperative patient management to improve satisfaction. LEVEL OF EVIDENCE Level-3.
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Affiliation(s)
- Oscar Covarrubias
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
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Eubanks JE, Cupler ZA, Gliedt JA, Bejarano G, Skolasky RL, Smeets RJEM, Schneider MJ. Preoperative spinal education for lumbar spinal stenosis: A feasibility study. PM R 2024. [PMID: 38578142 DOI: 10.1002/pmrj.13140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 11/19/2023] [Accepted: 12/15/2023] [Indexed: 04/06/2024]
Abstract
INTRODUCTION Lumbar spinal stenosis (LSS) is a leading cause of chronic musculoskeletal pain among older adults. A common and costly intervention for the treatment of LSS is lumbar decompression with or without fusion (LSS surgery), which has mixed outcomes among patients. Prehabilitation is a strategy designed to optimize the consistency of positive surgical outcomes and promote patient self-efficacy, while attempting to mitigate postoperative complications. No efforts have investigated the prehabilitation strategies specifically for patients undergoing LSS surgery. OBJECTIVE To determine the feasibility of delivery and acceptability by participants of a novel prehabilitation intervention for patients undergoing LSS surgery. DESIGN Feasibility study. SETTING Outpatient orthopedic clinic at an academic medical center. PARTICIPANTS Patients at least 50 years of age, who were scheduled for LSS surgery between October 2020 and October 2021. INTERVENTION PreOperative Spinal Education for Lumbar Spinal Stenosis (POSE-LSS), is a novel multimodal, education-focused, time-efficient prehabilitation program for patients undergoing LSS surgery. Participants received the following: (1) Educational booklet and video; (2) In-person physical therapy (PT) session; and (3) Telemedicine visit with a physiatrist. MAIN OUTCOME MEASURE(S) The primary outcomes of interest were feasibility and acceptability of intervention by participants. Key potential surgical outcomes were length of stay and discharge disposition. RESULTS POSE-LSS was completed by all eligible participants enrolled (n = 15) indicating feasibility and acceptability. Potential effectiveness measures including length of stay and discharge disposition were positively associated with the POSE-LSS intervention. CONCLUSIONS This study demonstrates that a novel prehabilitation intervention is feasible, acceptable, and appears positively associated with important short-term measures of postoperative recovery that may impact the trajectory of patient care following LSS surgery.
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Affiliation(s)
- James E Eubanks
- Department of Orthopaedics and Physical Medicine, Division of Physical Medicine and Rehabilitation, Medical University of South Carolina (MUSC), Charleston, South Carolina, USA
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA
| | - Zachary A Cupler
- Physical Medicine & Rehabilitative Services, Butler VA Health Care System, Butler, Pennsylvania, USA
- Institute for Clinical Research Education, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jordan A Gliedt
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Geronimo Bejarano
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Richard L Skolasky
- Orthopaedic Surgery and Physical Medicine & Rehabilitation, Surgical Outcomes Research Center, Johns Hopkins University, Baltimore, Maryland, USA
| | - Rob J E M Smeets
- Pain in Motion International Research Group (PiM), Research School CAPHRI, Department of Rehabilitation Medicine, Maastricht University and CIR Revalidatie, Eindhoven, The Netherlands
| | - Michael J Schneider
- Department of Physical Therapy, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Fritz JM, Skolasky RL. In-person physiotherapy versus video conferencing for chronic knee pain. Lancet 2024; 403:1209-1211. [PMID: 38461838 DOI: 10.1016/s0140-6736(23)02896-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 12/29/2023] [Indexed: 03/12/2024]
Affiliation(s)
- Julie M Fritz
- Department of Physical Therapy & Athletic Training, College of Health, University of Utah, Salt Lake City, UT 84108, USA.
| | - Richard L Skolasky
- Orthopaedic Surgery, Physical Medicine & Rehabilitation, Surgical Outcomes Research Center, Johns Hopkins University, Baltimore, MD, USA
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Olson J, Mo KC, Schmerler J, Durand WM, Kebaish KM, Skolasky RL, Neuman BJ. Impact of Controlled Versus Uncontrolled mFI-5 Frailty on Perioperative Complications After Adult Spinal Deformity Surgery. Clin Spine Surg 2024:01933606-990000000-00285. [PMID: 38531820 DOI: 10.1097/bsd.0000000000001595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 01/22/2024] [Indexed: 03/28/2024]
Abstract
STUDY DESIGN Retrospective review. OBJECTIVES We substratified the mFI-5 frailty index to reflect controlled and uncontrolled conditions and assess their relationship to perioperative complications. SUMMARY OF BACKGROUND DATA Risk assessment before adult spinal deformity (ASD) surgery is critical because the surgery is highly invasive with a high complication rate. Although frailty is associated with risk of surgical complications, current frailty measures do not differentiate between controlled and uncontrolled conditions. METHODS Frailty was calculated using the mFI-5 index for 170 ASD patients with fusion of ≥5 levels. Uncontrolled frailty was defined as blood pressure >140/90 mm Hg, HbA1C >7% or postprandial glucose >180 mg/dL, or recent chronic obstructive pulmonary disease (COPD) exacerbation, while on medication. Patients were divided into nonfrailty, controlled frailty, and uncontrolled frailty cohorts. The primary outcome measure was perioperative major and wound complications. Bivariate analysis was performed. Multivariable analysis assessed the relationship between frailty and perioperative complications. RESULTS The cohorts included 97 nonfrail, 54 controlled frail, and 19 uncontrolled frail patients. Compared with nonfrail patients, patients with uncontrolled frailty were more likely to have age older than 60 years (84% vs. 24%), hyperlipidemia (42% vs. 20%), and Oswestry Disability Index (ODI) score >42 (84% vs. 52%) (P<0.05 for all). Controlled frailty was associated with those older than 60 years (41% vs. 24%) and hyperlipidemia (52% vs. 20%) (P<0.05 for all). On multivariable regression analysis controlling for hyperlipidemia, functional independence, motor weakness, ODI>42, and age older than 60 years, patients with uncontrolled frailty had greater odds of major complications (OR 4.24, P=0.03) and wound complications (OR 9.47, P=0.046) compared with nonfrail patients. Controlled frailty was not associated with increased risk of perioperative complications (P>0.05 for all). CONCLUSIONS Although patients with uncontrolled frailty had higher risk of perioperative complications compared with nonfrail patients, patients with controlled frailty did not, suggesting the importance of controlling modifiable risk factors before surgery. LEVEL OF EVIDENCE 3.
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Affiliation(s)
- Jarod Olson
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
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6
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Olson J, Mo KC, Schmerler J, Harris AB, Lee JS, Skolasky RL, Kebaish KM, Neuman BJ. AM-PAC Mobility Score <13 Predicts Development of Ileus Following Adult Spinal Deformity Surgery. Clin Spine Surg 2024:01933606-990000000-00279. [PMID: 38490976 DOI: 10.1097/bsd.0000000000001599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Accepted: 01/22/2024] [Indexed: 03/18/2024]
Abstract
STUDY DESIGN Retrospective review. OBJECTIVE To determine whether the Activity Measure for Post-Acute Care (AM-PAC) "6-Clicks" score is associated with the development of postoperative ileus. SUMMARY OF BACKGROUND DATA Adult spinal deformity (ASD) surgery has a high complication rate. One common complication is postoperative ileus, and poor postoperative mobility has been implicated as a modifiable risk factor for this condition. METHODS Eighty-five ASD surgeries in which ≥5 levels were fused were identified in a single institution database. A physical therapist/physiatrist collected patients' daily postoperative AM-PAC scores, for which we assessed first, last, and daily changes. We used multivariable linear regression to determine the marginal effect of ileus on continuous AM-PAC scores; threshold linear regression with Bayesian information criterion to identify a threshold AM-PAC score associated with ileus; and multivariable logistic regression to determine the utility of the score thresholds when controlling for confounding variables. RESULTS Ten of 85 patients (12%) developed ileus. The mean day of developing ileus was postoperative day 3.3±2.35. The mean first and last AM-PAC scores were 16 and 18, respectively. On bivariate analysis, the mean first AM-PAC score was lower in patients with ileus than in those without (13 vs. 16; P<0.01). Ileus was associated with a first AM-PAC score of 3 points lower (Coef. -2.96; P<0.01) than that of patients without ileus. Patients with an AM-PAC score<13 had 8 times greater odds of developing ileus (P=0.023). Neither the last AM-PAC score nor the daily change in AM-PAC score was associated with ileus. CONCLUSIONS In our institutional cohort, a first AM-PAC score of <13, corresponding to an inability to walk or stand for more than 1 minute, was associated with the development of ileus. Early identification of patients who cannot walk or stand after surgery can help determine which patients would benefit from prophylactic management. LEVEL OF EVIDENCE Level-III.
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Affiliation(s)
- Jarod Olson
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
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McLaughlin KH, Levy JF, Fritz JM, Skolasky RL. Trends in Telerehabilitation Utilization in the United States 2020-2021. Arch Phys Med Rehabil 2024:S0003-9993(24)00841-4. [PMID: 38452882 DOI: 10.1016/j.apmr.2024.02.728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 12/04/2023] [Accepted: 02/21/2024] [Indexed: 03/09/2024]
Abstract
OBJECTIVE To examine telerehabilitation utilization in the United States (US) during the first 2 years of the pandemic. DESIGN We performed a retrospective analysis of outpatient insurance claims from the IBM MarketScan Commercial Claims and Encounters Database to identify the number and proportion of patients using telerehabilitation from 2020 to 2021. Telerehabilitation was identified based on the presence of specific code modifiers and place of service. SETTING Retrospective claims analysis. PARTICIPANTS Individuals living in the United States with employer-sponsored insurance plans using outpatient physical or occupational therapy (PT/OT) (N=2,007,524). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE Number and proportion of outpatient PT/OT visits completed via telerehabilitation. RESULTS We identified 21,026,608 PT/OT visits among 2,007,524 patients. Overall, 49,974 (2.5%) patients received ≥1 telerehabilitation visit during the specified timeframe. We observed trends in utilization over time, with utilization peaking in April 2020 when 10.9% of all PT/OT visits were conducted by telerehabilitation. We also observed geographic trends with lower rates of utilization identified in rural areas. State-by-state utilization rates ranged from 10.4% (California) to 0.3% (Wyoming). CONCLUSION Telerehabilitation may be underutilized as a means of improving access to PT/OT, especially in rural areas of the country. Further research is needed to examine contributing factors to low observed utilization rates, such as provider and patient perceptions of telerehabilitation.
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Affiliation(s)
- Kevin H McLaughlin
- Department of Physical Medicine & Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD.
| | - Joseph F Levy
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Julie M Fritz
- Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, Utah
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
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McLaughlin KH, Fritz JM, Minick KI, Brennan GP, McGee T, Lane E, Thackeray A, Bardsley T, Wegener ST, Hunter SJ, Skolasky RL. Examining the Relationship Between Individual Patient Factors and Substantial Clinical Benefit From Telerehabilitation Among Patients With Chronic Low Back Pain. Phys Ther 2024; 104:pzad180. [PMID: 38157307 DOI: 10.1093/ptj/pzad180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 08/18/2023] [Accepted: 12/01/2023] [Indexed: 01/03/2024]
Abstract
OBJECTIVE The coronavirus disease-2019 pandemic has facilitated the emergence of telerehabilitation, but it is unclear which patients are most likely to respond to physical therapy provided this way. The purpose of this study was to examine the relationship between individual patient factors and substantial clinical benefit from telerehabilitation among a cohort of patients with chronic low back pain (LBP). METHODS This is a secondary analysis of data collected during a prospective longitudinal cohort study. Patients with chronic LBP (N = 98) were provided with a standardized physical therapy protocol adapted for telerehabilitation. We examined the relationship between patient factors and substantial clinical benefit with telerehabilitation, defined as a ≥50% improvement in disability at 10 weeks, measured using the Oswestry Disability Index. RESULTS Sixteen (16.3%) patients reported a substantial clinical benefit from telerehabilitation. Patients reporting substantial clinical benefit from telerehabilitation had lower initial pain intensity, lower psychosocial risk per the STarT Back Screening Tool, higher levels of pain self-efficacy, and reported higher therapeutic alliance with their physical therapist compared to other patients. CONCLUSION Patients with lower psychosocial risk and higher pain-self efficacy experienced substantial clinical benefit from telerehabilitation for chronic LBP more often than other patients in our cohort. Therapeutic alliance was higher among patients who experienced a substantial clinical benefit compared to those who did not. IMPACT This study indicates that psychosocial factors play an important role in the outcomes of patients receiving telerehabilitation for chronic LBP. Baseline psychosocial screening may serve as a method for identifying patients likely to benefit from this approach.
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Affiliation(s)
- Kevin H McLaughlin
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Julie M Fritz
- Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, Utah, USA
| | - Kate I Minick
- Rehabilitation Services, Intermountain Healthcare, Salt Lake City, Utah, USA
| | - Gerard P Brennan
- Rehabilitation Services, Intermountain Healthcare, Salt Lake City, Utah, USA
| | - Terrence McGee
- Department of Physical Therapy, University of Delaware, Newark, Delaware, USA
| | - Elizabeth Lane
- Rehabilitation Services, Intermountain Healthcare, Salt Lake City, Utah, USA
| | - Anne Thackeray
- Rehabilitation Services, Intermountain Healthcare, Salt Lake City, Utah, USA
| | - Tyler Bardsley
- Division of Epidemiology, University of Utah, Salt Lake City, Utah, USA
| | - Stephen T Wegener
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Stephen J Hunter
- Rehabilitation Services, Intermountain Healthcare, Salt Lake City, Utah, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Vadhera AS, Sachdev R, Andrade NS, Ren M, Zhang B, Kebaish KM, Cohen DB, Skolasky RL, Neuman BJ. Predicting major complications and discharge disposition after adult spinal deformity surgery. Spine J 2024; 24:325-329. [PMID: 37844627 DOI: 10.1016/j.spinee.2023.09.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 08/29/2023] [Accepted: 09/30/2023] [Indexed: 10/18/2023]
Abstract
BACKGROUND CONTEXT Several spine-specific comorbidity indices are available to help risk-stratify patients before they undergo invasive spine procedures. Studies of patients with adult spinal deformity (ASD) typically use the Charlson Comorbidity Index (CCI), which is not specific to spine patients. PURPOSE To compare the CCI with the Seattle Spine Score (SSS), the Adult Spinal Deformity-Comorbidity Score (ASD-CS), and the Modified 5-Item Frailty Index (mFI-5) and identify which tool more accurately predicted major perioperative complications and discharge disposition after ASD surgery. STUDY DESIGN/SETTING Retrospective review. PATIENT SAMPLE Patients with ASD who underwent spinal arthrodesis of at least four levels at a single institution. OUTCOME MEASURES Self-reported measures include SSS, ASD-CS, and mFI-5. Functional measures include the CCI. METHODS We retrospectively reviewed records of 164 patients with ASD who underwent spinal arthrodesis of ≥ four levels from January 2008 to February 2018 at our U.S. academic tertiary care center and who had available Oswestry Disability Index values. To assess the predictive ability of the comorbidity indices, we created five multivariable logistic regression models, with the presence of major complications and discharge disposition (home or inpatient rehabilitation) as the primary outcome variables. The base model used validated demographic and surgical factors that were predictors of complications and outcomes in those with ASD and within the broader spinal literature. The other four models used the base model along with one of the four indices. The predictive ability of each model was compared using goodness-of-fit testing, with higher pseudo-R2 values and lower Akaike information criteria (AIC) values indicating better model fit. RESULTS Thirty-one patients (19%) experienced major perioperative complications, and 68 (42%) were discharged to inpatient rehabilitation facilities (vs home). The model using the SSS had the highest pseudo-R2 value and lowest AIC value for both major complications and discharge disposition. The mFI-5 had a similar predictive ability. The models using the CCI and ASD-CS were weaker predictors. CONCLUSIONS Compared with the CCI and the ASD-CS, the SSS and the mFI-5 were strong predictors of major complications and discharge disposition after ASD surgery. These results suggest that the SSS and the mFI-5 are preferable to the CCI for clinical risk stratification and outcomes research in patients undergoing ASD surgery.
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Affiliation(s)
- Amar S Vadhera
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N Caroline St, Baltimore, MD 21287
| | - Rahul Sachdev
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N Caroline St, Baltimore, MD 21287
| | - Nicholas S Andrade
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N Caroline St, Baltimore, MD 21287
| | - Mark Ren
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N Caroline St, Baltimore, MD 21287
| | - Bo Zhang
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N Caroline St, Baltimore, MD 21287
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N Caroline St, Baltimore, MD 21287
| | - David B Cohen
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N Caroline St, Baltimore, MD 21287
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N Caroline St, Baltimore, MD 21287
| | - Brian J Neuman
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N Caroline St, Baltimore, MD 21287.
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Skolasky RL, Cizik AM, Jain A, Neuman BJ. Measuring Value in Spine Care Using the PROMIS-Preference Scoring System. J Bone Joint Surg Am 2024; 106:21-29. [PMID: 37943959 DOI: 10.2106/jbjs.23.00113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
BACKGROUND A transition to value-based care requires a thorough understanding of the costs and impacts of various interventions on patients' overall health utility. The Patient-Reported Outcomes Measurement Information System (PROMIS) has gained popularity and is frequently used to assess physical, mental, and social health domains in clinical and research settings. To assess health utility, the PROMIS-Preference (PROPr) score, a societal preference-based measure, has been proposed to produce a single estimate of health utility. We determined the psychometric properties (validity and responsiveness) of the PROPr score as a health state utility measure in patients undergoing spine surgery. We hypothesized that PROPr score would be lower in the presence of comorbid conditions and lower socioeconomic status and in those with more severe pain-related disability and would be responsive to changes in health status following spine surgery. METHODS In this prospective cohort study, 904 adults presented for cervical (n = 359) and/or lumbar (n = 622) conditions, and 624 underwent surgery, from August 2019 through January 2022. To assess concurrent validity, we correlated the PROPr score with Neck Disability Index (NDI)/Oswestry Disability Index (ODI) values. To assess known-groups validity, we regressed the PROPr score on participant age, sex, pain-related disability, and social determinants of health. To assess responsiveness, we used an anchor-based approach, evaluating change from preoperatively to 6 and 12 months postoperatively anchored by the Patient Global Impression of Change. A p level of <0.05 was considered significant. RESULTS The median overall preoperative PROPr score was 0.20 (interquartile range [IQR], 0.10 to 0.32; range, -0.02 to 0.95). The PROPr score was associated with higher educational attainment (p = 0.01), higher household income (p < 0.001), and a greater number of comorbid conditions (p = 0.04). The median PROPr score decreased (worse health utility) with greater disability (NDI, 0.44 [none] to 0.09 [severe/complete], p < 0.001; ODI, 0.57 [none] to 0.08 [severe/complete], p < 0.001). The change in the median PROPr score differed in participants who rated their postoperative health as improved (0.17) compared with little or no change (0.04; p < 0.001) or worse (-0.06; p = 0.025) at 6 months and in those who rated their health as improved (0.15) compared with little or no change (0.02; p < 0.001) or worse (-0.05; p = 0.043) at 12 months. CONCLUSIONS The PROPr score is a valid and responsive preference-based assessment of health utility for patients undergoing spine surgery. It can be calculated from PROMIS outcome data. LEVEL OF EVIDENCE Prognostic Level II . See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Amy M Cizik
- Department of Orthopaedic Surgery, University of Utah, Salt Lake City, Utah
- Department of Population Health, University of Utah, Salt Lake City, Utah
| | - Amit Jain
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Brian J Neuman
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
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Cartagena-Reyes MA, Gupta M, Roy JM, Solomon E, Yenokyan G, Fogam L, Nazario-Ferrer GI, ElNemer WG, Park S, Skolasky RL, Jain A. Gender diversity at spine surgery academic conferences: a 15-year investigation. Spine J 2023:S1529-9430(23)03548-9. [PMID: 38081462 DOI: 10.1016/j.spinee.2023.11.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 11/09/2023] [Accepted: 11/27/2023] [Indexed: 01/01/2024]
Abstract
BACKGROUND CONTEXT Enhancing gender diversity at academic conferences is critical for advancing women's representation and career trajectories in spine surgery. PURPOSE To discover trends in women's representation at major spine conferences over a 15-year period. STUDY DESIGN/SETTING Conference records from the 2007-2021 annual meetings of the Congress of Neurological Surgeons, North American Spine Society, and Scoliosis Research Society (SRS). PATIENT SAMPLE Authors of spine-related presentations. OUTCOME MEASURES Authorship by gender. METHODS Retrospective bibliometric analysis with univariate and multivariate modeling to identify trends and predictors of gender diversity. RESULTS Among 8,948 presentations, 750 (8.4%) had female first authors and 618 (6.9%) had female senior authors. There was no change in rates of female first authorship (p=.41) or senior authorship (p=.88) over time. The strongest predictors of female first authorship were having a female senior author (OR 7.32, p<.001), and delivering presentations at SRS (OR 1.95, p=.001). Factors negatively associated with female first authorship included poster format (OR 0.82, p=.039) and conference location in the United States/Canada (OR 0.76, p=.045). Similar trends were encountered for senior authorship. Productivity per senior author was similar between genders (p=.160); whereas a gender gap in productivity per first author during 2007 to 2011 (p=.020) equalized by 2017 to 2021 (p=.300). Among the 10 most productive authors of each gender, male authors delivered more presentations, but all authors shared similar format, content, and location. CONCLUSIONS Women's representation in spine-related presentations did not increase at three major conferences over a 15-year period. Our findings regarding the positive effects of female mentorship, and international or virtual venues merit further investigation to address the gender gap. The upstream pipeline of recruiting women into academic spine surgery also needs to be addressed. LEVEL OF EVIDENCE: 3
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Affiliation(s)
- Miguel A Cartagena-Reyes
- Department of Orthopedic Surgery, Johns Hopkins University, 601 N Caroline St, JHOC 5230, Baltimore, MD 21287, USA
| | - Mihir Gupta
- Department of Orthopedic Surgery, Johns Hopkins University, 601 N Caroline St, JHOC 5230, Baltimore, MD 21287, USA
| | - Joanna M Roy
- Topiwala National Medical College, 1 Dr. AL Nair Road, Mumbai, Maharashtra 40008, India
| | - Eric Solomon
- Department of Orthopedic Surgery, Johns Hopkins University, 601 N Caroline St, JHOC 5230, Baltimore, MD 21287, USA
| | - Gayane Yenokyan
- Johns Hopkins Biostatistics Center, Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD 21205, USA
| | - Lora Fogam
- Windsor University School of Medicine, 455 California Ave, Windsor, Ontario N9B2Y9, Canada
| | | | - William G ElNemer
- Department of Orthopedic Surgery, Johns Hopkins University, 601 N Caroline St, JHOC 5230, Baltimore, MD 21287, USA
| | - SangJun Park
- Department of Orthopedic Surgery, Korea University College of Medicine, 145 Anam-Ro, Seoul 02841, Republic of Korea
| | - Richard L Skolasky
- Department of Orthopedic Surgery, Johns Hopkins University, 601 N Caroline St, JHOC 5230, Baltimore, MD 21287, USA
| | - Amit Jain
- Department of Orthopedic Surgery, Johns Hopkins University, 601 N Caroline St, JHOC 5230, Baltimore, MD 21287, USA.
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Lizzappi M, Bronheim RS, Raad M, Hicks CW, Skolasky RL, Riley LH, Lee SH, Jain A. Association of Neighborhood Socioeconomic Deprivation With Utilization and Costs of Anterior Cervical Discectomy and Fusion. Spine (Phila Pa 1976) 2023; 48:1272-1281. [PMID: 37417689 PMCID: PMC10527499 DOI: 10.1097/brs.0000000000004769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 06/17/2023] [Indexed: 07/08/2023]
Abstract
STUDY DESIGN A retrospective analysis. OBJECTIVE The aim of our study was to analyze the association of Area Deprivation Index (ADI) with the utilization and costs of elective anterior cervical discectomy and fusion (ACDF) surgery. SUMMARY OF BACKGROUND DATA ADI, a comprehensive neighborhood-level measure of socioeconomic disadvantage, has been shown to be associated with worse perioperative outcomes in a variety of surgical settings. MATERIALS AND METHODS The Maryland Health Services Cost Review Commission Database was queried to identify patients who underwent primary elective ACDF between 2013 and 2020 in the state. Patients were stratified into tertiles by ADI, from least disadvantaged (ADI1) to most disadvantaged (ADI3). The primary endpoints were ACDF utilization rates per 100,000 adults and episode-of-care total costs. Univariable and multivariable regression analyses were performed. RESULTS A total of 13,362 patients (4984 inpatient and 8378 outpatient) underwent primary ACDF during the study period. In our study, there were 2,401 (17.97%) patients residing in ADI1 neighborhoods (least deprived), 5974 (44.71%) in ADI2, and 4987 (37.32%) in ADI3 (most deprived). Factors associated with increased surgical utilization were increasing ADI, outpatient surgical setting, non-Hispanic ethnicity, current tobacco use, and diagnoses of obesity and gastroesophageal reflux disease. Factors associated with lower surgical utilization were: non-white race, rurality, Medicare/Medicaid insurance status, and diagnoses of cervical disk herniation or myelopathy. Factors associated with higher costs of care were increasing ADI, older age, Black/African American race, Medicare or Medicaid insurance, former tobacco use, and diagnoses of ischemic heart disease and cervical myelopathy. Factors associated with lower costs of care were outpatient surgical setting, female sex, and diagnoses of gastroesophageal reflux disease and cervical disk herniation. CONCLUSIONS Neighborhood socioeconomic deprivation is associated with increased episode-of-care costs in patients undergoing ACDF surgery. Interestingly, we found greater utilization of ACDF surgery among patients with higher ADI. LEVEL OF EVIDENCE 3.
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Affiliation(s)
- Malcolm Lizzappi
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD
| | - Rachel S. Bronheim
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD
| | - Micheal Raad
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD
| | - Caitlin W. Hicks
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Johns Hopkins University, Baltimore, MD
| | - Richard L. Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD
| | - Lee H. Riley
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD
| | - Sang H. Lee
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD
| | - Amit Jain
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD
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13
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Mo KC, Gupta A, Movsik J, Covarrubius O, Greenberg M, Riley LH, Kebaish KM, Neuman BJ, Skolasky RL. Pain Self-Efficacy (PSEQ) score of <22 is associated with daily opioid use, back pain, disability, and PROMIS scores in patients presenting for spine surgery. Spine J 2023; 23:723-730. [PMID: 37100496 PMCID: PMC10154031 DOI: 10.1016/j.spinee.2022.12.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 11/14/2022] [Accepted: 12/15/2022] [Indexed: 04/28/2023]
Abstract
BACKGROUND CONTEXT Pain self-efficacy, or the belief that one can carry out activities despite pain, has been shown to be associated with back and neck pain severity. However, the literature correlating psychosocial factors to opioid use, barriers to proper opioid use, and Patient-Reported Outcome Measurement Information System (PROMIS) scores is sparse. PURPOSE The primary aim of this study was to determine whether pain self-efficacy is associated with daily opioid use in patients presenting for spine surgery. The secondary aim was to determine whether there exists a threshold self-efficacy score that is predictive of daily preoperative opioid use and subsequently to correlate this threshold score with opioid beliefs, disability, resilience, patient activation, and PROMIS scores. PATIENT SAMPLE Five hundred seventy-eight elective spine surgery patients (286 females; mean age of 55 years) from a single institution were included in this study. STUDY DESIGN/SETTING Retrospective review of prospectively collected data. OUTCOME MEASURES PROMIS scores, daily opioid use, opioid beliefs, disability, patient activation, resilience. METHODS Elective spine surgery patients at a single institution completed questionnaires preoperatively. Pain self-efficacy was measured by the Pain Self-Efficacy Questionnaire (PSEQ). Threshold linear regression with Bayesian information criteria was utilized to identify the optimal threshold associated with daily opioid use. Multivariable analysis controlled for age, sex, education, income, and Oswestry Disability Index (ODI) and PROMIS-29, version 2 scores. RESULTS Of 578 patients, 100 (17.3%) reported daily opioid use. Threshold regression identified a PSEQ cutoff score of <22 as predictive of daily opioid use. On multivariable logistic regression, patients with a PSEQ score <22 had two times greater odds of being daily opioid users than those with a score ≥22. Further, PSEQ <22 was associated with lower patient activation; increased leg and back pain; higher ODI; higher PROMIS pain, fatigue, depression, and sleep scores; and lower PROMIS physical function and social satisfaction scores (p<.05 for all). CONCLUSIONS In patients presenting for elective spine surgery, a PSEQ score of <22 is associated with twice the odds of reporting daily opioid use. Further, this threshold is associated with greater pain, disability, fatigue, and depression. A PSEQ score <22 can identify patients at high risk for daily opioid use and can guide targeted rehabilitation to optimize postoperative quality of life.
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Affiliation(s)
- Kevin C Mo
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Arjun Gupta
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Jonathan Movsik
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Oscar Covarrubius
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Marc Greenberg
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Lee H Riley
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Brian J Neuman
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA.
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14
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Fritz JM, Greene T, Brennan GP, Minick K, Lane E, Wegener ST, Skolasky RL. Characterizing modifications to a comparative effectiveness research study: the OPTIMIZE trial-using the Framework for Reporting Adaptations and Modifications to Evidence-based Interventions (FRAME). Trials 2023; 24:137. [PMID: 36823645 PMCID: PMC9947905 DOI: 10.1186/s13063-023-07150-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 02/08/2023] [Indexed: 02/25/2023] Open
Abstract
BACKGROUND The OPTIMIZE trial is a multi-site, comparative effectiveness research (CER) study that uses a Sequential Multiple Assessment Randomized Trial (SMART) designed to examine the effectiveness of complex health interventions (cognitive behavioral therapy, physical therapy, and mindfulness) for adults with chronic low back pain. Modifications are anticipated when implementing complex interventions in CER. Disruptions due to COVID have created unanticipated challenges also requiring modifications. Recent methodologic standards for CER studies emphasize that fully characterizing modifications made is necessary to interpret and implement trial results. The purpose of this paper is to outline the modifications made to the OPTIMIZE trial using the Framework for Reporting Adaptations and Modifications to Evidence-Based Interventions (FRAME) to characterize modifications to the OPTIMIZE trial in response to the COVID pandemic and other challenges encountered. METHODS The FRAME outlines a strategy to identify and report modifications to evidence-based interventions or implementation strategies, whether planned or unplanned. We use the FRAME to characterize the process used to modify the aspects of the OPTIMIZE trial. Modifications were made to improve lower-than-anticipated rates of treatment initiation and COVID-related restrictions. Contextual modifications were made to permit telehealth delivery of treatments originally designed for in-person delivery. Training modifications were made with study personnel to provide more detailed information to potential participants, use motivational interviewing communication techniques to clarify potential participants' motivation and possible barriers to initiating treatment, and provide greater assistance with scheduling of assigned treatments. RESULTS Modifications were developed with input from the trial's patient and stakeholder advisory panels. The goals of the modifications were to improve trial feasibility without compromising the interventions' core functions. Modifications were approved by the study funder and the trial steering committee. CONCLUSIONS Full and transparent reporting of modifications to clinical trials, whether planned or unplanned, is critical for interpreting the trial's eventual results and considering future implementation efforts. TRIAL REGISTRATION ClinicalTrials.gov NCT03859713. Registered on March 1, 2019.
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Affiliation(s)
- Julie M. Fritz
- grid.223827.e0000 0001 2193 0096Department of Physical Therapy & Athletic Training, University of Utah, 383 Colorow Drive, Room 391, Salt Lake City, UT 84108 USA
| | - Tom Greene
- grid.223827.e0000 0001 2193 0096Department of Population Health Sciences, University of Utah, Salt Lake City, UT USA
| | - Gerard P. Brennan
- grid.420884.20000 0004 0460 774XRehabilitation Services, Intermountain Healthcare, Salt Lake City, UT USA
| | - Kate Minick
- grid.420884.20000 0004 0460 774XRehabilitation Services, Intermountain Healthcare, Salt Lake City, UT USA
| | - Elizabeth Lane
- grid.223827.e0000 0001 2193 0096Department of Physical Therapy & Athletic Training, University of Utah, 383 Colorow Drive, Room 391, Salt Lake City, UT 84108 USA
| | - Stephen T. Wegener
- grid.21107.350000 0001 2171 9311Department of Physical Medicine and Rehabilitation, Johns Hopkins University, Baltimore, MD USA
| | - Richard L. Skolasky
- grid.21107.350000 0001 2171 9311Department of Physical Medicine and Rehabilitation, Johns Hopkins University, Baltimore, MD USA ,grid.21107.350000 0001 2171 9311Department of Orthopaedic Surgery, Johns Hopkins University, Baltimore, MD USA
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15
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Sachdev R, Mo K, Wang KY, Zhang B, Musharbash FN, Vadhera A, Ochuba AJ, Kebaish KM, Skolasky RL, Neuman BJ. Preoperative patient activation predicts minimum clinically important difference for PROMIS pain and physical function in patients undergoing elective spine surgery. Spine J 2023; 23:85-91. [PMID: 36029964 DOI: 10.1016/j.spinee.2022.08.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 07/21/2022] [Accepted: 08/17/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Patient activation is a patient's willingness to take independent actions to manage their own health care. PURPOSE The goal of this study is to determine whether preoperative patient activation measure (PAM) predicts minimum clinically important difference (MCID) for Patient-Reported Outcomes Measurement Information System (PROMIS) pain, physical function, depression, and anxiety for patients undergoing elective spine surgery. STUDY DESIGN/SETTING Retrospective review. PATIENT SAMPLE A single-institution, academic database of patients undergoing elective spine surgery. OUTCOME MEASURE MCID at 1-year follow-up for PROMIS pain, physical function, depression and anxiety. METHODS We retrospectively reviewed a single-institution, academic database of patients undergoing elective spine surgery. Preoperative patient activation was evaluated using the PAM-13 survey, which was used to stratify patients into four activation stages. Primary outcome variable was achieving MCID at 1-year follow-up for PROMIS pain and physical function. Multivariable logistic regression analysis was used to determine impact of patient activation on PROMIS pain and the physical function. RESULTS Of the 430 patients, 220 (51%) were female with a mean age of 58.2±16.8. Preoperatively, 34 (8%) were in activation stage 1, 45 (10%) in stage 2, 98 (23%) in stage 3, and 253 (59%) in stage 4. At 1-year follow up, 248 (58%) achieved MCID for PROMIS physical function, 256 (60%) achieved MCID for PROMIS pain, 151 (35.28%) achieved MCID for PROMIS depression, and 197 (46%) achieved MCID for PROMIS anxiety. For PROMIS physical function, when compared to patients at stage 1 activation, patients at stage 2 (aOR:3.49, 95% CI:1.27, 9.59), stage 3 (aOR:3.54, 95% CI:1.40, 8.98) and stage 4 (aOR:7.88, 95% CI:3.29, 18.9) were more likely to achieve MCID. For PROMIS pain, when compared against patients at stage 1, patients at stage 3 (aOR:2.82, 95% CI:1.18, 6.76) and stage 4 (aOR:5.44, 95% CI:2.41, 12.3) were more likely to achieve MCID. For PROMIS depression, when compared against patients at stage 1, patients at stage 4 were more likely to achieve MCID (Adjusted Odds Ratio (aOR):2.59, 95% CI:1.08-6.19). For PROMIS anxiety, when compared against patients at stage 1, stage 3 (Adjusted Odds Ratio (aOR):3.21, 95% CI:1.20-8.57), and stage 4 (aOR:5.56, 95% CI:2.20-14.01) were more likely to achieve MCID. CONCLUSION Patients at higher stages of activation were more likely to achieve MCID for PROMIS pain, physical function, depression, and anxiety at 1-year follow-up. Routine preoperative assessment of patient activation may help identify patients at risk of poor outcomes.
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Affiliation(s)
- Rahul Sachdev
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street JHOC 5241, Baltimore, MD 21287, USA
| | - Kevin Mo
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street JHOC 5241, Baltimore, MD 21287, USA
| | - Kevin Y Wang
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street JHOC 5241, Baltimore, MD 21287, USA
| | - Bo Zhang
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street JHOC 5241, Baltimore, MD 21287, USA
| | - Farah N Musharbash
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street JHOC 5241, Baltimore, MD 21287, USA
| | - Amar Vadhera
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street JHOC 5241, Baltimore, MD 21287, USA
| | - Arinze J Ochuba
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street JHOC 5241, Baltimore, MD 21287, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street JHOC 5241, Baltimore, MD 21287, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street JHOC 5241, Baltimore, MD 21287, USA
| | - Brian J Neuman
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street JHOC 5241, Baltimore, MD 21287, USA.
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Schmerler J, Mo KC, Olson J, Kurian SJ, Skolasky RL, Kebaish KM, Neuman BJ. Preoperative characteristics are associated with increased likelihood of low early postoperative mobility after adult spinal deformity surgery. Spine J 2022; 23:746-753. [PMID: 36509380 DOI: 10.1016/j.spinee.2022.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 11/12/2022] [Accepted: 12/05/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND CONTEXT Low early postoperative mobility (LEPOM) has been shown to be associated with increased length of hospital stay, complication rates, and likelihood of nonhome discharge. However, few studies have examined preoperative characteristics associated with LEPOM in adult spinal deformity (ASD) patients. PURPOSE To investigate which preoperative patient characteristics may be associated with LEPOM after ASD surgery. DESIGN Retrospective review. PATIENT SAMPLE Included were 86 ASD patients with fusion of ≥5 levels for whom immediate-postoperative AM-PAC Basic Mobility Inpatient Short Form (6-Clicks) scores had been obtained. OUTCOME MEASURES The primary outcome of this study was the likelihood of LEPOM, defined as an AM-PAC score ≤15, which is associated with inability to stand for more than 1 minute. METHODS Significant cutoffs for preoperative characteristics associated with LEPOM were determined via threshold linear regression. Multivariable logistic regression was used to assess the impact of preoperative characteristics on the likelihood of LEPOM. RESULTS LEPOM was recorded in 38 patients (44.2%). Threshold regression identified the following cutoffs to be associated with LEPOM: preoperative Patient Reported Outcomes Measurement Information System (PROMIS) scores of ≥68 for Pain, <28.3 for Physical Function, and ≥63.4 for Anxiety; preoperative Oswestry disability index (ODI) score of ≥60; and body mass index (BMI) of ≥35.2. On multivariate analysis, preoperative PROMIS scores of ≥68 for Pain (odds ratio [OR] 5.3, confidence interval [CI] 1.2-22.8, p=.03), <28.3 for Physical Function (OR 10.1, CI 1.8-58.2, p=.01), and ≥63.4 for Anxiety (OR 4.7, CI 1.1-20.8, p=.04); preoperative ODI score ≥60 (OR 38.8, CI 4.0-373.6, p=.002); BMI ≥35.2 (OR 14.2, CI 1.3-160.0, p=.03), and male sex (OR 5.4, CI 1.2-23.7, p=.03) were associated with increased odds of LEPOM. CONCLUSIONS Preoperative PROMIS Pain, Physical Function, and Anxiety scores; ODI score; BMI; and male sex were associated with LEPOM. Several of these characteristics are modifiable risk factors and thus may be candidates for optimization before surgery. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Jessica Schmerler
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kevin C Mo
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jarod Olson
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Shyam J Kurian
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Brian J Neuman
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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Mo KC, Schmerler J, Olson J, Musharbash FN, Kebaish KM, Skolasky RL, Neuman BJ. AM-PAC mobility scores predict non-home discharge following adult spinal deformity surgery. Spine J 2022; 22:1884-1892. [PMID: 35870798 DOI: 10.1016/j.spinee.2022.07.093] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 06/26/2022] [Accepted: 07/14/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Adult spinal deformity (ASD) surgery requires an extended recovery period and often non-routine discharge. The Activity Measure for Post-Acute Care (AM-PAC) Basic Mobility Inpatient Short Form (6-Clicks) is a prediction tool, validated for other orthopedic procedures, to assess a patient's ability to mobilize after surgery. PURPOSE To assess the thresholds of AM-PAC scores that determine non-home discharge disposition in patients who have undergone ASD surgery. STUDY DESIGN Retrospective review PATIENT SAMPLE: Ninety consecutive ASD patients with ≥5 levels fused who underwent surgery from 2015 to 2018, with postoperative AM-PAC scores measured before discharge, were included. OUTCOME MEASURES Non-home discharge disposition METHODS: Patients with routine home discharge were compared to those with non-home discharge. Bivariate analysis was first conducted to compare these groups by preoperative demographics, comorbidities, radiographic alignment, surgical characteristics, HRQOLs, and AM-PAC measurements. Threshold linear regression with Bayesian information criteria was utilized to identify the optimal cutoffs for AM-PAC scores associated with increased likelihood of non-home discharge. Finally, multivariable analysis controlling for age, sex, comorbidities, levels fused, perioperative complication, and home support was conducted to assess each threshold. RESULTS Thirty-six (40%) of 90 patients analyzed had non-home discharge. On bivariate analysis, first AM-PAC score (13.5 vs. 17), last AM-PAC score (17 vs. 20), and AM-PAC change per day (+.387 vs. +1) were all significantly associated with non-home discharge. Threshold regression identified that cutoffs of ≤15 for first AM-PAC score, <17 for last AM-PAC score, and <+0.625 for daily AM-PAC change were associated with non-home discharge. On multivariable analysis, first AM-PAC score ≤15 (odds ratio [OR] 11.28; confidence interval [CI] 2.96-42.99; p<.001), last AM-PAC score <17 (OR 33.57; CI 5.85-192.82; p<.001), and AM-PAC change per day <+0.625 (OR 6.24; CI 2.01-19.43; p<.001) were all associated with increased odds of non-home discharge. CONCLUSIONS First AM-PAC score of 15 or less can help predict non-home discharge. A goal of daily AM-PAC increases of 0.625 points toward a final AM-PAC score of 17 can aid in achieving home discharge. The early AM-PAC mobility threshold of ≤15 may help prepare for non-home discharge, while AM-PAC daily changes per day <0.625 and final AM-PAC <17 may provide goals for mobility improvement during the early postoperative period in order to prevent non-home discharge.
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Affiliation(s)
- Kevin C Mo
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline St, JHOC 5241, Baltimore, MD 21287, USA
| | - Jessica Schmerler
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline St, JHOC 5241, Baltimore, MD 21287, USA
| | - Jarod Olson
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline St, JHOC 5241, Baltimore, MD 21287, USA
| | - Farah N Musharbash
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline St, JHOC 5241, Baltimore, MD 21287, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline St, JHOC 5241, Baltimore, MD 21287, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline St, JHOC 5241, Baltimore, MD 21287, USA
| | - Brian J Neuman
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline St, JHOC 5241, Baltimore, MD 21287, USA.
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Mo KC, Sachdev R, Zhang B, Vadhera A, Ren M, Andrade NS, Kebaish KM, Skolasky RL, Neuman BJ. Preoperative duration of pain is associated with chronic opioid use after adult spinal deformity surgery. Spine Deform 2022; 10:1393-1397. [PMID: 35750987 DOI: 10.1007/s43390-022-00531-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 05/21/2022] [Indexed: 11/29/2022]
Abstract
PURPOSE Few studies have explored the association between preoperative patient-reported measures and chronic opioid use following adult spinal deformity (ASD) surgery. We sought to explore the association between preoperative duration of pain, as well as other patient-reported factors, and chronic opioid use after ASD surgery. METHODS We retrospectively reviewed our U.S. academic tertiary care hospital's database of ASD patients. We included patients 18 years or older who underwent arthrodesis of four or more spinal levels from January 2008 to February 2018, with 2-year follow-up. The primary outcome variable was chronic opioid use, defined as opioid use at both 1 and 2 years postoperatively. We analyzed patient characteristics; duration of preoperative pain (<4 years or ≥4 years); radiculopathy; preoperative Scoliosis Research Society-22r (SRS-22r) score; Oswestry Disability Index (ODI) value; and surgical characteristics. RESULTS Of 119 patients who met the inclusion criteria, 93 (78%) were women, and mean ± standard deviation age was 59 ± 13. Sixty patients (50%) reported preoperative opioid use, and 35 (29%) reported chronic opioid use. Preoperative opioid use was associated with higher odds of chronic use (adjusted odds ratio, 5.9; 95% confidence interval 1.6-21), as was preoperative pain duration of ≥4 years (adjusted odds ratio, 3.3; 95% confidence interval 1.1-9.8). Patient characteristics, surgical variables, ODI value, and SRS-22r score were not significantly associated with chronic postoperative opioid use. CONCLUSION Preoperative opioid use and duration of pain of ≥4 years were associated with higher odds of chronic opioid use after ASD surgery. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Kevin C Mo
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Rahul Sachdev
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Bo Zhang
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Amar Vadhera
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Mark Ren
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Nicholas S Andrade
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Brian J Neuman
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA.
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19
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Coronado RA, Master H, Bley JA, Robinette PE, Sterling EK, O'Brien MT, Henry AL, Pennings JS, Vanston SW, Myczkowski B, Skolasky RL, Wegener ST, Archer KR. Patient-Centered Goals After Lumbar Spine Surgery: A Secondary Analysis of Cognitive-Behavioral-Based Physical Therapy Outcomes From a Randomized Controlled Trial. Phys Ther 2022; 102:6623302. [PMID: 35778941 PMCID: PMC10071580 DOI: 10.1093/ptj/pzac091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 02/07/2022] [Accepted: 04/05/2022] [Indexed: 11/13/2022]
Abstract
OBJECTIVE The purpose of this study was to examine the association between goal attainment and patient-reported outcomes in patients who engaged in a 6-session, telephone-based, cognitive-behavioral-based physical therapy (CBPT) intervention after spine surgery. METHODS In this secondary analysis of a randomized trial, data from 112 participants (mean age = 63.3 [SD = 11.2] years; 57 [51%] women) who attended at least 2 CBPT sessions (median = 6 [range = 2-6]) were examined. At each session, participants set weekly goals and used goal attainment scaling (GAS) to report goal attainment from the previous session. The number and type of goals and percentage of goals met were tracked. An individual GAS t score was computed across sessions. Participants were categorized based on goals met as expected (GAS t score ≥ 50) or goals not met as expected (GAS t score < 50). Six- and 12-month outcomes included disability (Oswestry Disability Index), physical and mental health (12-Item Short-Form Health Survey), physical function (Patient-Reported Outcomes Measurement Information System), pain interference (Patient-Reported Outcomes Measurement Information System), and back and leg pain intensity (numeric rating scale). Outcome differences over time between groups were examined with mixed-effects regression. RESULTS Participants set a median of 3 goals (range = 1-6) at each session. The most common goal categories were recreational/physical activity (36%), adopting a CBPT strategy (28%), exercising (11%), and performing activities of daily living (11%). Forty-eight participants (43%) met their goals as expected. Participants who met their goals as expected had greater physical function improvement at 6 months (estimate = 3.7; 95% CI = 1.0 to 6.5) and 12 months (estimate = 2.8; 95% CI = 0.04 to 5.6). No other outcome differences were noted. CONCLUSIONS Goal attainment within a CBPT program was associated with 6- and 12-month improvements in postoperative physical functioning. IMPACT This study highlights goal attainment as an important rehabilitation component related to physical function recovery after spine surgery.
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Affiliation(s)
- Rogelio A Coronado
- Department of Orthopedic Surgery, Center for Musculoskeletal Research, Department of Physical Medicine and Rehabilitation, Osher Center for Integrative Health, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Hiral Master
- Department of Orthopedic Surgery, Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jordan A Bley
- Department of Orthopedic Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Payton E Robinette
- Department of Orthopedic Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Emma K Sterling
- Department of Orthopedic Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Michael T O'Brien
- Department of Orthopedic Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Abigail L Henry
- Department of Orthopedic Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jacquelyn S Pennings
- Department of Orthopedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Susan W Vanston
- Department of Orthopedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Brittany Myczkowski
- Department of Orthopedic Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Richard L Skolasky
- Department of Orthopedic Surgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Stephen T Wegener
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University, Baltimore, Maryland, USA
| | - Kristin R Archer
- Department of Orthopedic Surgery, Center for Musculoskeletal Research, Department of Physical Medicine and Rehabilitation, Osher Center for Integrative Health, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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20
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Taylor JL, Regier NG, Li Q, Liu M, Szanton SL, Skolasky RL. The impact of low back pain and vigorous activity on mental and physical health outcomes in older adults with arthritis. Front Pain Res 2022; 3:886985. [PMID: 35935669 PMCID: PMC9355128 DOI: 10.3389/fpain.2022.886985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 07/01/2022] [Indexed: 11/22/2022] Open
Abstract
Background Nearly 50% of Americans aged 65 and above have been diagnosed with arthritis and an estimated 80% of adults experience low back pain (LBP). Little is known about the experience of LBP in older adults with arthritis and its relationships with mental and physical health. Objective In this study, we examined the relationships between LBP and four physical and mental health conditions (psychological distress, insomnia, mobility limitations, and self-rated health) in older adults with arthritis in the National Health and Aging Trends Study (NHATS). We also examined whether vigorous exercise mediated the relationships between LBP and these four conditions. Materials and Methods The data from this study comes from waves five through nine of the NHATS. The sample size ranged from 3,490 to 2,026 across these waves. All variables in this study are based on self-report. We used descriptive analyses including means and standard deviations for continuous variables or frequencies and proportions for demographic data. We used structural equation modeling (SEM) to examine if vigorous activity mediated the relationship between LBP with the four conditions. Results The age range of the sample was 65 years of age and older. Among those with back pain 78.53% had no mobility limitations. There was a significant relationship between LBP with insomnia (B = 0.48, p < 0.001), perceived health status (B = −0.38, p < 0.0010), and psychological distress (0.67, p < 0.001). Activity mediated the relationship between LBP and insomnia, psychological distress and physical health in adjusted models. Discussion The presence of low back pain in older adults with arthritis increases the risk of insomnia, psychological distress, mobility limitations, and poorer self-rated health. Consequently, targeting comorbid LBP may be an important component of the treatment plans of older adults with arthritis. In addition, providers of patients with arthritis and LBP should conduct routine assessments of mental and physical health to ensure the LBP is being adequately addressed.
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Affiliation(s)
- Janiece L. Taylor
- Johns Hopkins School of Nursing, Baltimore, MD, United States
- Johns Hopkins School of Nursing Center for Innovative Care in Aging, Baltimore, MD, United States
- *Correspondence: Janiece L. Taylor
| | - Natalie G. Regier
- Johns Hopkins School of Nursing, Baltimore, MD, United States
- Johns Hopkins School of Nursing Center for Innovative Care in Aging, Baltimore, MD, United States
| | - Qiwei Li
- Johns Hopkins School of Nursing, Baltimore, MD, United States
| | - Minhui Liu
- Xiangya School of Nursing, Central South University, Changsha, China
| | - Sarah L. Szanton
- Johns Hopkins School of Nursing, Baltimore, MD, United States
- Johns Hopkins School of Nursing Center for Innovative Care in Aging, Baltimore, MD, United States
| | - Richard L. Skolasky
- Department of Orthopaedic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, United States
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21
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Skolasky RL, Kimball ER, Galyean P, Minick KI, Brennan G, McGee T, Lane E, Thackeray A, Bardsley T, Wegener ST, Hunter SJ, Zickmund S, Fritz JM. Identifying Perceptions, Experiences, and Recommendations of Telehealth Physical Therapy for Patients with Chronic Low Back Pain: A Mixed Methods Survey. Arch Phys Med Rehabil 2022; 103:1935-1943. [PMID: 35803329 DOI: 10.1016/j.apmr.2022.06.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 05/23/2022] [Accepted: 06/15/2022] [Indexed: 11/02/2022]
Abstract
OBJECTIVE Describe concerns, advantages, and disadvantages encountered in an evidence-based PT program for persons with chronic low back pain (cLBP) delivered by telehealth. DESIGN Mixed methods survey and semi-structured interview of persons with cLBP. SETTING Prospective observational cohort study of persons with cLBP from three healthcare systems receiving 8-sessions of evidence-based telehealth physical therapy (PT). PARTICIPANTS Participants were selected after completing Week 10 (from baseline) assessment from an ongoing cohort study. We enrolled 31 of 126 participants (mean age = 42.4 years, 71.0% female) from the cohort study. INTERVENTIONS Participants had completed 8 sessions of evidence-based telehealth PT and participated in semi-structured interviews. MAIN OUTCOME MEASURES Baseline and Week 10 and 26 assessments assessed psychosocial risk (StarTBack Screening Tool), working alliance (Working Alliance Inventory-Short Form), pain (Oswestry Disability Index) and health-related quality of life (PROMIS-29 profile, version 2). Semi-structured interviews were conducted by telephone and consisted of open-ended questions assessing perception, satisfaction, and likelihood of recommending telehealth PT. Participants identified advantages and disadvantages to telehealth PT. Interviews were recorded, transcribed, and coded using an iterative qualitative process. Statistical comparisons by experience were made using analysis of variance (continuous) and Fisher's exact test (categorical). RESULTS Compared to negative experience group (n=5), participants in positive (n=16) and neutral (n=10) experience groups endorsed higher bond working alliance with their therapist. Participants with a positive experience were more likely to view telehealth PT as cost-savings (n=10, 62.5%) compared to those with a neutral (n=1, 10.0%) or negative (n=1, 20.0%) experience; and less likely to view telehealth PT as lower quality (n=0, 0.0%; n=1, 10.0%; n=2, 40.0%, respectively).Prior to starting telehealth, based on semi-structured interviews, 18 (58.1%) of participants had concerns and these persisted after starting in half of this group. Concerns regarded telehealth being different from or inferior to in-person PT, lack of physical correction, and worries of not using technology appropriately. Convenience, time savings, and personalization were seen as advantages. Difficulty making a personal connection with the therapist, lack of physical correction, and problems with technology were seen as disadvantages. Many participants endorsed a hybrid approach that included in-person and telehealth PT. Providing necessary equipment and technology assistance was seen as ways to improve telehealth PT experience. CONCLUSION Telehealth is an acceptable modality to deliver PT for patients with cLBP with most having a positive experience and reporting advantages. Improvements could include offering a hybrid approach (in-person and telehealth combined) and providing necessary equipment and technical support. More research is needed to optimize the most effective strategies for providing telehealth PT for patients with cLBP.
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Affiliation(s)
- Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, Suite 5244, Baltimore, MD 21287.
| | | | - Patrick Galyean
- Division of Epidemiology, University of Utah, Salt Lake City, UT
| | - Kate I Minick
- Rehabilitation Services, Intermountain Healthcare, Salt Lake City, UT
| | - Gerard Brennan
- Rehabilitation Services, Intermountain Healthcare, Salt Lake City, UT
| | - Terrence McGee
- Director of Education, The Johns Hopkins Hospital Rehabilitation Therapy Services, Baltimore, MD
| | - Elizabeth Lane
- Department of Physical Therapy & Athletic Training, University of Utah, 383 Colorow Drive, Room 391, Salt Lake City, UT 84108
| | - Anne Thackeray
- Department of Physical Therapy & Athletic Training, University of Utah, 383 Colorow Drive, Room 391, Salt Lake City, UT 84108
| | - Tyler Bardsley
- Division of Epidemiology, University of Utah, Salt Lake City, UT
| | - Stephen T Wegener
- Department of Physical Medicine and Rehabilitation, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Stephen J Hunter
- Rehabilitation Services, Intermountain Healthcare, Salt Lake City, UT
| | - Susan Zickmund
- VA Salt Lake City Health Care System, Department of Internal Medicine, University of Utah
| | - Julie M Fritz
- Department of Physical Therapy & Athletic Training, University of Utah, 383 Colorow Drive, Room 391, Salt Lake City, UT 84108
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22
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Marrache M, Prasad N, Margalit A, Nayar SK, Best MJ, Fritz JM, Skolasky RL. Initial presentation for acute low back pain: is early physical therapy associated with healthcare utilization and spending? A retrospective review of a National Database. BMC Health Serv Res 2022; 22:851. [PMID: 35778738 PMCID: PMC9250203 DOI: 10.1186/s12913-022-08255-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 06/14/2022] [Indexed: 12/29/2022] Open
Abstract
Background Early initiation of physical therapy (PT) has been associated with lower healthcare costs and utilization; however, these studies have been limited to single institutions or healthcare systems. Our goal was to assess healthcare utilization and spending among patients who present for the first time with low back pain (LBP), according to whether they received early physical therapy (PT), using a large, nationwide sample; and geographic variation in rates of early PT and 30-day LBP-related spending. Methods Using the Truven MarketScan database, we identified nearly 980,000 US adults ages 18–64 years who initially presented with acute LBP from 2010 through 2014 and did not have nonmusculoskeletal causes of LBP. Approximately 110,000 patients (11%) received early PT (≤2 weeks after presentation). We compared healthcare utilization and spending at 30 days and 1 year after presentation between patients who received early PT and those who did not. Alpha = 0.05. Results At 30 days, early PT was associated with lower odds of chiropractor visits (odds ratio [OR] = 0.41, 95% confidence interval [CI] = 0.40–0.42), pain specialist visits (OR = 0.49, 95% CI = 0.47–0.51), emergency department visits (OR = 0.51, 95% CI = 0.49–0.54), advanced imaging (OR = 0.57, 95% CI = 0.56–0.58), orthopaedist visits (OR = 0.67, 95% CI = 0.66–0.69), and epidural steroid injections (OR = 0.68, 95% CI = 0.65–0.70). At 1 year, early PT was associated with less healthcare utilization. At 30 days, patients with early PT had lower mean LBP-related spending ($1180 ± $1500) compared with those without early PT ($1250 ± $2560) (P < 0.001). At 1 year, LBP-related spending was significantly less among patients who did not receive early PT ($2510 ± $3826) versus those who did ($2588 ± $3704). Early PT rates (range, 4–25%; P < 0.001) and 30-day LBP-related spending differed by state (range, $421 to −$410; P < 0.001). Conclusion Early PT for acute LBP was associated with less 30-day and 1-year healthcare utilization and less 30-day LBP-related spending. Early PT rates and 30-day spending differed by US state. Level of evidence IV Supplementary Information The online version contains supplementary material available at 10.1186/s12913-022-08255-0.
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Affiliation(s)
- Majd Marrache
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD, 21287, USA
| | - Niyathi Prasad
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD, 21287, USA
| | - Adam Margalit
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD, 21287, USA
| | - Suresh K Nayar
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD, 21287, USA
| | - Matthew J Best
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD, 21287, USA
| | - Julie M Fritz
- Department of Physical Therapy & Athletic Training, University of Utah, Salt Lake City, UT, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD, 21287, USA.
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Cantres-Rosario YM, Wojna V, Ruiz R, Diaz B, Matos M, Rodriguez-Benitez RJ, Rodriguez E, Skolasky RL, Gerena Y. Soluble Insulin Receptor Levels in Plasma, Exosomes, and Urine and Its Association With HIV-Associated Neurocognitive Disorders. Front Neurol 2022; 13:809956. [PMID: 35720083 PMCID: PMC9202317 DOI: 10.3389/fneur.2022.809956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 04/06/2022] [Indexed: 11/13/2022] Open
Abstract
Background HIV-associated neurocognitive disorders (HAND) are one of the HIV-associated comorbidities affecting 20-50% of the people with HIV (PWH) infection. We found that the soluble insulin receptor (sIR) levels in plasma and cerebrospinal fluid (CSF) were significantly higher in HIV-infected women. The mechanism of sIR release into the plasma remains unknown, but the detection of the sIR in exosomes may uncover novel mechanisms of sIR secretion from HIV-infected cells and its contribution to HIV disease progression and HAND development. Quantification of sIR in urine may represent a less invasive and more accessible diagnostic tool. Our objective was to quantify sIR levels in plasma, plasma-derived exosomes, and urine, and evaluate their association with HAND and renal function. Methods We measured full-length sIR in the plasma and urine of 38 controls and 76 HIV-infected women by ELISA, and sIR, HIV-1 Tat, and reactive oxygen species (ROS) in exosomes by flow cytometry. Results Plasma and exosomes with sIR were significantly higher in HIV-infected women when compared with controls and HAND. Exosomal sIR positively correlated with exosomal ROS and exosomal HIV-1 Tat in HIV-infected women. Exosomal ROS was significantly higher in HIV-infected women with more symptomatic cognitive impairment. Plasma-derived exosomes exhibited significantly higher levels of astrocyte (GFAP) and neuronal (L1CAM) markers in HIV-infected women, confirming the presence of circulating CNS-derived exosomes in the blood of HIV-infected women. Urine sIR positively correlated with eGFR in controls, but not in HIV-infected women, regardless there was no significant difference in renal function as determined by the estimated glomerular filtration rate (eGFR, p = 0.762). In HIV-infected women, higher plasma sIR correlated with lower urine sIR that could suggest sIR retention in blood or decreased renal filtration. Discussion Higher plasma sIR levels and their correlation with ROS in plasma-derived exosomes with HAND suggest a combined role of metabolic disturbances, oxidative stress, exosome release, and cognitive decline. Communication between CNS and periphery is compromised in PWH, thus plasma-derived exosomes may shed light on disrupted cellular mechanisms in the brain of PWH. High plasma and low urine sIR levels could suggest sIR retention in blood or decreased renal filtration.
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Affiliation(s)
- Yisel M. Cantres-Rosario
- NeuroHIV Research Program, School of Medicine, University of Puerto Rico, San Juan, PR, United States
| | - Valerie Wojna
- Division of Neurology, Internal Medicine Department and NeuroHIV Research Program, School of Medicine, University of Puerto Rico, San Juan, PR, United States
| | - Rafael Ruiz
- NeuroHIV Research Program, School of Medicine, University of Puerto Rico, San Juan, PR, United States
| | - Bexaida Diaz
- NeuroHIV Research Program, School of Medicine, University of Puerto Rico, San Juan, PR, United States
| | - Miriam Matos
- NeuroHIV Research Program, School of Medicine, University of Puerto Rico, San Juan, PR, United States
| | | | - Elaine Rodriguez
- NeuroHIV Research Program, School of Medicine, University of Puerto Rico, San Juan, PR, United States
| | - Richard L. Skolasky
- Orthopaedic Surgery and Physical Medicine & Rehabilitation, Johns Hopkins University, Baltimore, MD, United States
| | - Yamil Gerena
- Department of Pharmacology and Toxicology, School of Medicine, NeuroHIV Research Program, Pharmacology Department, University of Puerto Rico, San Juan, PR, United States
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Bronheim RS, Cotter E, Skolasky RL. Cognitive impairment is associated with greater preoperative symptoms, worse health-related quality of life, and reduced likelihood of recovery after cervical and lumbar spine surgery. N Am Spine Soc J 2022; 10:100128. [PMID: 35706693 PMCID: PMC9189192 DOI: 10.1016/j.xnsj.2022.100128] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 05/17/2022] [Accepted: 05/17/2022] [Indexed: 02/03/2023]
Abstract
Background Cognitive impairment (CI) is associated with prolonged hospital stays and increased complications; however, its role in symptom severity and health-related quality of life (HRQoL) among spine patients is unknown. We determined 1) prevalence of preoperative CI; 2) associations between CI and preoperative pain, disability, and HRQoL; and 3) association between CI and postoperative improvements in HRQoL. Methods This is a prospective cohort study of 453 consecutive adult spine surgery patients between October 2019 and March 2021. We compared pain (Numeric Rating Scale, NRS), pain-related disability (Oswestry/Neck Disability Index, O/NDI), and HRQoL (PROMIS-29 profile, version 2.0) among participants having severe (PROMIS-29 Cognitive Abilities score ≤30), moderate (31-35), or mild CI (36-40) or who were unimpaired (score >40), using analysis of variance. Likelihood of clinical improvement given the presence of any CI was estimated using logistic regression. All comparisons were adjusted for age, gender, comorbidity, and use of opioid medication during the last 30 days. Alpha=.05. Results Eighty-five respondents endorsed CI (38 mild; 27 moderate; 20 severe). Preoperatively, those with CI had more severe back pain (p=.005) and neck pain (p=.025) but no differences in leg or arm pain. Those with CI had greater disability on ODI (p<.001) and NDI (p<.001) and worse HRQoL in all domains (all, p<.001). At 6 and 12 months postoperatively, those with CI were less likely to experience clinical improvement in disability and HRQoL (anxiety, pain interference, physical function, and satisfaction with ability to participant in social roles) (all, p<.05). Conclusions CI was present in nearly 20% of spine patients before surgery and was independently associated with worse preoperative back and neck pain, disability, and HRQoL. Those with CI had approximately one-half the likelihood of achieving meaningful clinical improvement postoperatively. These results indicate a need to evaluate spine patients' cognitive impairment prior to surgery. Level of Evidence III.
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Affiliation(s)
- Rachel S Bronheim
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD
| | - Emma Cotter
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD
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25
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Fritz JM, Minick KI, Brennan G, McGee T, Lane E, Skolasky RL, Thackeray A, Bardsley T, Wegener ST, Hunter SJ. Outcomes of Telehealth Physical Therapy Provided Using Real-Time, Videoconferencing for Patients with Chronic Low Back Pain: A Longitudinal Observational Study. Arch Phys Med Rehabil 2022; 103:1924-1934. [DOI: 10.1016/j.apmr.2022.04.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 04/16/2022] [Accepted: 04/29/2022] [Indexed: 11/02/2022]
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26
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Bronheim RS, Kebaish KM, Jain A, Neuman BJ, Skolasky RL. Worsening pain and quality of life for spine surgery patients during the COVID-19 pandemic: Roles of psychological distress and patient activation. North American Spine Society Journal (NASSJ) 2022; 9:100103. [PMID: 35187509 PMCID: PMC8840868 DOI: 10.1016/j.xnsj.2022.100103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 02/07/2022] [Accepted: 02/08/2022] [Indexed: 11/24/2022]
Abstract
Psychological distress compounds negative effects of COVID-19 on pain and HRQoL. Patient activation is protective from COVID-19 effects on pain and HRQoL. Providers should screen for psychological distress and patient activation. Enhanced patient supports to manage pain are needed for at-risk patients. Enhanced patient supports to maintain HRQoL are needed for at-risk patients.
Background Public health measures during the COVID-19 pandemic have disrupted access to basic resources (income, food, housing, healthcare). The effects may impact patients differently based on socioeconomic status (SES), pre-existing psychological distress, and patient activation (knowledge, skills, and motivation to manage healthcare). We examined changes in access to basic resources and in pain and health-related quality of life (HRQoL) during the pandemic and determined how pre-existing psychological distress and patient activation are associated with exacerbation or mitigation of effects on pain and HRQoL. Methods This cross-sectional study assessed 431 patients in a longitudinal-outcomes registry who underwent or scheduled spine surgery at our institution and were surveyed about COVID-19 effects on accessing basic resources. We assessed pain (numeric rating scale) and HRQoL (PROMIS 29-Item Profile). Information on preoperative SES, psychological distress, patient activation, pain, and HRQoL was collected previously. We compared access to basic resources by SES. We compared changes from pre-COVID-19 to COVID-19 assessments of pain and HRQoL and proportions of patients reporting worsened pain and HRQoL stratified by psychological distress. We analyzed associations between patient activation and negative effects on HRQoL using multivariable linear regression. Alpha=0.05. Results Respondents reported minor disruptions in accessing basic resources (no difference by SES) but significant worsening of back (p=.027) and leg pain (p=.013) and HRQoL (physical function, fatigue, p<0.001; satisfaction with participation in social roles, p=0.048) during COVID-19. Psychological distress was associated with clinically relevant worsening of back, pain, leg pain, and physical function all, (p<0.05). High patient activation was associated with less impairment of physical function (p=0.03). Conclusion Patients with pre-existing psychological distress experienced greater worsening of pain and HRQoL. High patient activation appeared to mitigate worsening of physical function. Providers should screen for psychological distress and patient activation and enhance supports to manage pain and maintain HRQoL in at-risk patients. Level of Evidence: III
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Abstract
BACKGROUND We sought to assess whether select domains of the Patient-Reported Outcomes Measurement Information System (PROMIS) significantly correlate with the Disabilities of the Arm, Shoulder, and Hand (DASH) score and the Defense and Veterans Pain Rating Scale (DVPRS) among transhumeral amputees. METHODS We prospectively administered DASH, DVPRS, and PROMIS (including Upper Extremity, Pain Interference, and Pain Behavior domains) testing to patients presenting for consideration of osseointegration after transhumeral amputation. Concurrent validity was assessed via Pearson correlation testing. RESULTS The mean DASH score of the cohort was 32.8. The mean DVPRS score was 1.8. The mean PROMIS scores were 33.8, 50.5, and 50.6 for Upper Extremity, Pain Interference, and Pain Behavior domains, respectively. Pearson testing demonstrated a significant, inverse correlation between DASH and PROMIS Upper Extremity scores (r = -0.85, P = .002). There was also significant correlation between DVPRS and PROMIS Pain Interference scores (r = 0.69, P = .03). The PROMIS Pain Behavior domain did not significantly correlate with either DASH or DVPRS. CONCLUSIONS Patient-Reported Outcomes Measurement Information System Upper Extremity and Pain Interference scores demonstrated significant concurrent validity with traditional measures (DASH and DVPRS) of patient-reported outcome in our population of transhumeral amputees.
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Affiliation(s)
| | | | - Jason M Souza
- Uniformed Services University of the Health Sciences and Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Benjamin K Potter
- Uniformed Services University of the Health Sciences and Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Jonathan A Forsberg
- The Johns Hopkins Hospital, Baltimore, MD, USA.,Uniformed Services University of the Health Sciences and Walter Reed National Military Medical Center, Bethesda, MD, USA
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Rahman R, Zhang B, Andrade NS, Ibaseta A, Kebaish KM, Riley LH, Cohen DB, Jain A, Lee SH, Sciubba DM, Skolasky RL, Neuman BJ. Mental Health Associated With Postoperative Satisfaction in Lumbar Degenerative Surgery Patients. Clin Spine Surg 2021; 34:E588-E593. [PMID: 33298800 PMCID: PMC8184861 DOI: 10.1097/bsd.0000000000001106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 11/07/2020] [Indexed: 11/26/2022]
Abstract
STUDY DESIGN Retrospective review of prospectively collected data. OBJECTIVE To assess the association between preoperative and postoperative mental health status with postoperative satisfaction in lumbar degenerative surgery patients. SUMMARY OF BACKGROUND DATA Poor preoperative mental health has been shown to negatively affect postoperative satisfaction among spine surgery patients, but there is limited evidence on the impact of postoperative mental health on satisfaction. MATERIALS AND METHODS Adult patients undergoing surgery for lumbar degenerative conditions at a single institution were included. Mental health was assessed preoperatively and 12 months postoperatively using Patient-Reported Outcomes Measurement Information System Depression and Anxiety scores. Satisfaction was assessed 12 months postoperatively using North American Spine Society Patient Satisfaction Index. The authors evaluated associations between mental health and satisfaction with univariate and multivariable logistic regression to adjust for confounders. Preoperative depression/anxiety level was corrected for postoperative depression/anxiety level, and vice versa. Statistical significance was assessed at α=0.05. RESULTS A total of 183 patients (47% male individuals; avg. age, 62 y) were included. Depression was present in 27% preoperatively and 29% postoperatively, and anxiety in 50% preoperatively and 31% postoperatively. Ninteen percent reported postoperative dissatisfaction using the North American Spine Society Patient Satisfaction Index. Univariate analysis identified race, family income, relationship status, current smoking status, change in pain interference, and change in physical function as potential confounders. In adjusted analysis, odds of dissatisfaction were increased in those with mild postoperative depression (adjusted odds ratio=6.1; 95% confidence interval, 1.2-32; P=0.03) and moderate or severe postoperative depression (adjusted odds ratio=7.5; 95% confidence interval, 1.3-52; P=0.03). Preoperative and postoperative anxiety and preoperative depression were not associated with postoperative satisfaction. CONCLUSIONS Following lumbar degenerative surgery, patients with postoperative depression, irrespective of preoperative depression status, have significantly higher odds of dissatisfaction. These results emphasize the importance of postoperative screening and treatment of depression in spine patients with dissatisfaction. LEVEL OF EVIDENCE Level III-nonrandomized cohort study.
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Affiliation(s)
- Rafa Rahman
- Departments of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Bo Zhang
- Departments of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Nicholas S. Andrade
- Departments of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Alvaro Ibaseta
- Departments of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Khaled M. Kebaish
- Departments of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Lee H. Riley
- Departments of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - David B. Cohen
- Departments of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Amit Jain
- Departments of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Sang H. Lee
- Departments of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Daniel M. Sciubba
- Departments of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Richard L. Skolasky
- Departments of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Brian J. Neuman
- Departments of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
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Fritz JM, Lane E, Minick KI, Bardsley T, Brennan G, Hunter SJ, McGee T, Rassu FS, Wegener ST, Skolasky RL. Perceptions of Telehealth Physical Therapy Among Patients with Chronic Low Back Pain. Telemed Rep 2021; 2:258-263. [PMID: 34927165 PMCID: PMC8670598 DOI: 10.1089/tmr.2021.0028] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 10/10/2021] [Indexed: 06/14/2023]
Abstract
Background: Coronavirus disease 2019 prompted the rapid adoption of telehealth to provide physical therapy. Patients' perceptions about telehealth physical therapy are mostly unknown. This study describes perceptions of telehealth physical therapy among patients with chronic low back pain (LBP). Methods: This study surveyed participants in an ongoing multisite clinical trial of nonpharmacological LBP treatments. Participants were asked about their willingness to use telehealth for physical therapy and with other providers and completed the PROMIS-29. Results: Surveys were received from 102 participants (mean age = 48.5 [standard deviation; SD = 11.6]). Thirty-six (35.3%) expressed willingness to receive telehealth physical therapy, 22 were neutral (21.6%), and 44 were unwilling (43.1%). The percentage expressing willingness for telehealth physical therapy was lower than it was for family medicine (p < 0.001) or mental health (p < 0.001). Older (p = 0.049) and Black participants (p = 0.01) more likely expressed willingness to use telehealth for physical therapy. Conclusion: Education and familiarity may help patients view telehealth physical therapy more favorably. Clinical Trial Registration (clinicaltrials.gov NCT03859713).
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Affiliation(s)
- Julie M. Fritz
- Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, Utah, USA
| | - Elizabeth Lane
- Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, Utah, USA
| | - Kate I. Minick
- Rehabilitation Services, Intermountain Healthcare, Murray, Utah, USA
| | - Tyler Bardsley
- Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Gerard Brennan
- Rehabilitation Services, Intermountain Healthcare, Murray, Utah, USA
| | - Stephen J. Hunter
- Rehabilitation Services, Intermountain Healthcare, Murray, Utah, USA
| | - Terrence McGee
- Rehabilitation Therapy Services, Johns Hopkins Medicine, Lutherville, Maryland, USA
| | - Fenan S. Rassu
- Department of Physical Medicine and Rehabilitation, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Stephen T. Wegener
- Department of Physical Medicine and Rehabilitation, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Richard L. Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Schwartz CE, Rohde G, Biletch E, Stuart RBB, Huang IC, Lipscomb J, Stark RB, Skolasky RL. If it's information, it's not "bias": a scoping review and proposed nomenclature for future response-shift research. Qual Life Res 2021; 31:2247-2257. [PMID: 34705159 DOI: 10.1007/s11136-021-03023-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/15/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND The growth in response-shift methods has enabled a stronger empirical foundation to investigate response-shift phenomena in quality-of-life (QOL) research; but many of these methods utilize certain language in framing the research question(s) and interpreting results that treats response-shift effects as "bias," "noise," "nuisance," or otherwise warranting removal from the results rather than as information that matters. The present project will describe the various ways in which researchers have framed the questions for investigating response-shift issues and interpreted the findings, and will develop a nomenclature for such that highlights the important information about resilience reflected by response-shift findings. METHODS A scoping review was done of the QOL and response-shift literature (n = 1100 articles) from 1963 to 2020. After culling only empirical response-shift articles, raters characterized how investigators framed and interpreted study research questions (n = 164 articles). RESULTS Of 10 methods used, papers using four of them utilized terms like "bias" and aimed to remove response-shift effects to reveal "true change." Yet, the investigators' reflections on their own conclusions suggested that they do not truly believe that response shift is error to be removed. A structured nomenclature is proposed for discussing response-shift results in a range of research contexts and response-shift detection methods. CONCLUSIONS It is time for a concerted and focused effort to change the nomenclature of those methods that demonstrated this misinterpretation. Only by framing and interpreting response shift as information, not bias, can we improve our understanding and methods to help to distill outcomes with and without response-shift effects.
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Affiliation(s)
- Carolyn E Schwartz
- DeltaQuest Foundation, Inc., 31 Mitchell Road, Concord, MA, 01742, USA. .,Departments of Medicine and Orthopaedic Surgery, Tufts University Medical School, Boston, MA, USA.
| | - Gudrun Rohde
- Department of Clincal Research Sorlandet Hospital, Faculty of Health and Sport Sciences at University of Agder, Kristiansand, Norway
| | - Elijah Biletch
- DeltaQuest Foundation, Inc., 31 Mitchell Road, Concord, MA, 01742, USA
| | | | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Joseph Lipscomb
- Department of Health Policy and Management, Rollins School of Public Health, and the Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Roland B Stark
- DeltaQuest Foundation, Inc., 31 Mitchell Road, Concord, MA, 01742, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Kaur MN, Skolasky RL, Powell PA, Xie F, Huang IC, Kuspinar A, O'Dwyer JL, Cizik AM, Rowen D. Transforming challenges into opportunities: conducting health preference research during the COVID-19 pandemic and beyond. Qual Life Res 2021; 31:1191-1198. [PMID: 34661806 PMCID: PMC8521079 DOI: 10.1007/s11136-021-03012-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/03/2021] [Indexed: 11/30/2022]
Abstract
The disruptions to health research during the COVID-19 pandemic are being recognized globally, and there is a growing need for understanding the pandemic’s impact on the health and health preferences of patients, caregivers, and the general public. Ongoing and planned health preference research (HPR) has been affected due to problems associated with recruitment, data collection, and data interpretation. While there are no “one size fits all” solutions, this commentary summarizes the key challenges in HPR within the context of the pandemic and offers pragmatic solutions and directions for future research. We recommend recruitment of a diverse, typically under-represented population in HPR using online, quota-based crowdsourcing platforms, and community partnerships. We foresee emerging evidence on remote, and telephone-based HPR modes of administration, with further studies on the shifts in preferences related to health and healthcare services as a result of the pandemic. We believe that the recalibration of HPR, due to what one would hope is an impermanent change, will permanently change how we conduct HPR in the future.
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Affiliation(s)
- Manraj N Kaur
- Patient-Reported Outcomes, Value and Experience (PROVE) Center, Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA.
| | - Richard L Skolasky
- Departments of Orthopedic Surgery and Physical Medicine & Rehabilitation, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Philip A Powell
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Feng Xie
- Department of Health Research Methods, Evidence, and Impact, and Centre for Health Economics and Policy Analysis, McMaster University, Hamilton, ON, Canada
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, and Comprehensive Cancer Center, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Ayse Kuspinar
- School of Rehabilitation Science, McMaster University, Hamilton, ON, Canada
| | - John L O'Dwyer
- Academic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Amy M Cizik
- Department of Orthopedics, University of Utah, Salt Lake City, UT, USA
| | - Donna Rowen
- School of Health and Related Research, University of Sheffield, Sheffield, UK
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Master H, Castillo R, Wegener ST, Pennings JS, Coronado RA, Haug CM, Skolasky RL, Riley LH, Neuman BJ, Cheng JS, Aaronson OS, Devin CJ, Archer KR. Role of psychosocial factors on the effect of physical activity on physical function in patients after lumbar spine surgery. BMC Musculoskelet Disord 2021; 22:883. [PMID: 34663295 PMCID: PMC8522146 DOI: 10.1186/s12891-021-04622-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 08/16/2021] [Indexed: 11/23/2022] Open
Abstract
Background The purpose of this study was to investigate the longitudinal postoperative relationship between physical activity, psychosocial factors, and physical function in patients undergoing lumbar spine surgery. Methods We enrolled 248 participants undergoing surgery for a degenerative lumbar spine condition. Physical activity was measured using a triaxial accelerometer (Actigraph GT3X) at 6-weeks (6wk), 6-months (6M), 12-months (12M) and 24-months (24M) following spine surgery. Physical function (computerized adaptive test domain version of Patient-Reported Outcomes Measurement Information System) and psychosocial factors (pain self-efficacy, depression and fear of movement) were assessed at preoperative visit and 6wk, 6M, 12M and 24M after surgery. Structural equation modeling (SEM) techniques were utilized to analyze data, and results are represented as standardized regression weights (SRW). Overall SRW were computed across five imputed datasets to account for missing data. The mediation effect of each psychosocial factor on the effect of physical activity on physical function were computed [(SRW for effect of activity on psychosocial factor X SRW for effect of psychosocial factor on function) ÷ SRW for effect of activity on function]. Each SEM model was tested for model fit by assessing established fit indexes. Results The overall effect of steps per day on physical function (SRW ranged from 0.08 to 0.19, p<0.05) was stronger compared to the overall effect of physical function on steps per day (SRW ranged from non-existent to 0.14, p<0.01 to 0.3). The effect of steps per day on physical function and function on steps per day remained consistent after accounting for psychosocial factors in each of the mediation models. Depression and fear of movement at 6M mediated 3.4% and 5.4% of the effect of steps per day at 6wk on physical function at 12M, respectively. Pain self-efficacy was not a statistically significant mediator. Conclusions The findings of this study suggest that the relationship between physical activity and physical function is stronger than the relationship of function to activity. However, future research is needed to examine whether promoting physical activity during the early postoperative period may result in improvement of long-term physical function. Since depression and fear of movement had a very small mediating effect, additional work is needed to investigate other potential mediating factors such as pain catastrophizing, resilience and exercise self-efficacy. Supplementary Information The online version contains supplementary material available at 10.1186/s12891-021-04622-w.
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Affiliation(s)
- Hiral Master
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, 1215 21st Ave South, Nashville, TN, 37232, USA.,Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Renan Castillo
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Stephen T Wegener
- Department of Physical Medicine and Rehabilitation, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Jacquelyn S Pennings
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, 1215 21st Ave South, Nashville, TN, 37232, USA
| | - Rogelio A Coronado
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, 1215 21st Ave South, Nashville, TN, 37232, USA.,Department of Physical Medicine and Rehabilitation, Osher Center for Integrative Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Christine M Haug
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, 1215 21st Ave South, Nashville, TN, 37232, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Lee H Riley
- Department of Orthopaedic Surgery, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Brian J Neuman
- Department of Orthopaedic Surgery, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Joseph S Cheng
- Department of Neurological Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Oran S Aaronson
- Howell Allen Clinic, Saint Thomas Medical Partners, Nashville, TN, USA
| | - Clinton J Devin
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, 1215 21st Ave South, Nashville, TN, 37232, USA.,Steamboat Orthopedic and Spine Institute, Steamboat Springs, CO, USA
| | - Kristin R Archer
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, 1215 21st Ave South, Nashville, TN, 37232, USA. .,Department of Physical Medicine and Rehabilitation, Osher Center for Integrative Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
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Affiliation(s)
- Richard L Skolasky
- Department of Orthopaedic Surgery and Physical Medicine & Rehabilitation, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD, 21287, USA.
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Marrache M, Harris AB, Puvanesarajah V, Raad M, Cohen DB, Riley LH, Neuman BJ, Kebaish KM, Jain A, Skolasky RL. Persistent sleep disturbance after spine surgery is associated with failure to achieve meaningful improvements in pain and health-related quality of life. Spine J 2021; 21:1325-1331. [PMID: 33774209 DOI: 10.1016/j.spinee.2021.03.021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 01/05/2021] [Accepted: 03/22/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Little is known about the effects of sleep disturbance (SD) on clinical outcomes after spine surgery. PURPOSE To determine the (1) prevalence of SD among patients presenting for spine surgery at an academic medical center; (2) correlations between SD and health-related quality of life (HRQoL) scores; and (3) associations between postoperative SD resolution and short-term HRQoL. STUDY DESIGN Retrospective review of prospectively collected data. PATIENT SAMPLE We included 508 adults undergoing spine surgery at 1 academic center between December 2014 and January 2018. OUTCOME MEASURES Participants completed the Oswestry Disability Index (ODI) or Neck Disability Index (NDI) and Patient Reported Outcome Measurement System (PROMIS-29) questionnaire preoperatively, during the immediate postoperative period (6-12 weeks), and at 6, 12, and 24 months after surgery. METHODS Using preoperative PROMIS SD scores, we grouped participants as having no sleep disturbance (score <55), mild disturbance (score, 55-60), moderate disturbance (score 60-70), or severe disturbance (score, 70). For the final analysis, we collapsed these categories into no/mild and moderate/severe. Pearson correlation tests were used to assess correlations between SD and HRQoL measures. Regression analysis (adjusting for age, sex, comorbidities, current opioid use, and occurrence of complications) was used to estimate the effect of postoperative resolved or continuing SD on HRQoL scores and the likelihood of achieving clinically meaningful improvements in HRQoL. Alpha = 0.05. RESULTS Preoperative SD was reported by 127 participants (25%). SD was significantly correlated with worse ODI and/or NDI values and worse scores in all PROMIS health domains (all, p<.001). At the immediate postoperative assessment, SD had resolved in 80 of 127 participants (63%). Compared with participants who reported no preoperative SD, those with ongoing SD were significantly less likely to achieve clinically meaningful improvements in Pain Interference (odds ratio [OR], 0.49; 95% confidence interval [CI], 0.28, 0.84), Physical Function (OR, 0.32; 95% CI, 0.13, 0.82), and Satisfaction with Participation in Social Roles (OR, 0.57; 95% CI, 0.37, 0.80). CONCLUSION One-quarter of spine surgery patients reported preoperative SD of at least moderate severity. Poor preoperative sleep quality and ongoing postoperative sleep disturbance were significantly associated with worse scores on several HRQoL measures. These results highlight the importance of addressing patients' sleep disturbance both before and after surgery.
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Affiliation(s)
- Majd Marrache
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD 21287, USA
| | - Andrew B Harris
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD 21287, USA
| | - Varun Puvanesarajah
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD 21287, USA
| | - Micheal Raad
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD 21287, USA
| | - David B Cohen
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD 21287, USA
| | - Lee H Riley
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD 21287, USA
| | - Brian J Neuman
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD 21287, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD 21287, USA
| | - Amit Jain
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD 21287, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5223, Baltimore, MD 21287, USA.
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Harris AB, Puvanesarajah V, Raad M, Marrache M, Ren M, Skolasky RL, Kebaish KM, Neuman BJ. How is staging of ALIF following posterior spinal arthrodesis to the pelvis related to functional improvement in patients with adult spinal deformity? Spine Deform 2021; 9:1085-1091. [PMID: 33464551 DOI: 10.1007/s43390-020-00272-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 12/14/2020] [Indexed: 11/28/2022]
Abstract
STUDY DESIGN Retrospective cohort. OBJECTIVES To compare postoperative functional improvement in patients who underwent staged versus non-staged anterior-posterior spinal arthrodesis for adult spinal deformity (ASD). In patients with ASD, spinal arthrodesis can be performed in 2 stages to avoid the physiologic insult of a lengthy surgery. The association between staged surgery and postoperative functional improvement has not been well studied. METHODS We included 87 patients (59 women) with ASD who underwent anterior-posterior spinal arthrodesis of > 5 levels with fixation to the pelvis from 2010-2014. Primary outcomes were the frequency of achieving at least a minimal clinically important difference (MCID) in the Scoliosis Research Society-22r (SRS-22r) Activity domain and the timeframe in which it was achieved. The secondary outcome was patient satisfaction (SRS-22r Patient Satisfaction domain). A Cox proportional hazard model was used to compare functional improvement over time between staged and non-staged groups. Our study was powered to detect a relative hazard ratio of 0.53, β = 0.20. α = 0.05. RESULTS The frequency of achieving an MCID in SRS-22r Activity score did not differ significantly between the staged group (33/41 patients) and the non-staged group (34/46 patients) (hazard ratio 0.74; 95% confidence interval 0.41-1.36). Median times to achieving an MCID in SRS-22r Activity score were 191 days (interquartile range: 86-674) in the staged group and 181 days (interquartile range: 72-474) in the non-staged group (p = .75). The staged and non-staged groups had similar SRS-22r Patient Satisfaction scores at 3-9 months postoperatively and at final follow-up (both, p > .05). CONCLUSION Patients with ASD who underwent staged anterior-posterior spinal arthrodesis within 3 months after index surgery were similarly likely to experience functional improvement in the same timeframe as patients who underwent non-staged surgery. Patient satisfaction did not differ significantly between staged and non-staged groups. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Andrew B Harris
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Varun Puvanesarajah
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Micheal Raad
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Majd Marrache
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Mark Ren
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Brian J Neuman
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA.
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Rassu FS, McFadden M, Aaron RV, Wegener ST, Ephraim PL, Lane E, Brennan G, Minick KI, Fritz JM, Skolasky RL. The Relationship between Neighborhood Deprivation and Perceived Changes for Pain-Related Experiences among U.S. Patients with Chronic Low Back Pain during the COVID-19 Pandemic. Pain Med 2021; 22:2550-2565. [PMID: 34181008 DOI: 10.1093/pm/pnab179] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
OBJECTIVE Disruptions caused by the COVID-19 pandemic could disproportionately affect the health of vulnerable populations, including patients experiencing persistent health conditions (i.e., chronic pain), along with populations living within deprived, lower socioeconomic areas. The current cross-sectional study characterized relationships between neighborhood deprivation and perceived changes in pain-related experiences during the COVID-19 pandemic (early-September to mid-October 2020) for adult patients (N = 97) with nonspecific chronic low back pain. METHODS We collected self-report perceived experiences from participants enrolled in an ongoing pragmatic randomized trial across medical centers within the Salt Lake City, Utah and Baltimore, Maryland metropolitans. The Area Deprivation Index (composite of 17 U.S. Census deprivation metrics) reflected neighborhood deprivation based on participants' zip codes. RESULTS Although those living in the neighborhoods with greater deprivation endorsed significantly poorer physical (pain severity, pain interference, physical functioning), mental (depression, anxiety), and social health during the pandemic, there were no significant differences for perceived changes in pain-related experiences (pain severity, pain interference, sleep quality) between levels of neighborhood deprivation since the onset of the pandemic. However, those in neighborhoods with greater deprivation endorsed disproportionately worse perceived changes in pain coping, social support, and mood since the pandemic. CONCLUSIONS The current findings offer evidence that changes in pain coping during the pandemic may be disproportionately worse for those living in deprived areas. Considering poorer pain coping may contribute to long-term consequences, the current findings suggest the need for further attention and intervention to reduce the negative affect of the pandemic for such vulnerable populations.
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Affiliation(s)
- Fenan S Rassu
- Department of Physical Medicine and Rehabilitation, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Molly McFadden
- Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - Rachel V Aaron
- Department of Physical Medicine and Rehabilitation, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Stephen T Wegener
- Department of Physical Medicine and Rehabilitation, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Patti L Ephraim
- Department of Epidemiology, The Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Elizabeth Lane
- Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, UT, USA
| | - Gerard Brennan
- Rehabilitation Services, Intermountain Healthcare, Salt Lake City, UT, USA
| | - Kate I Minick
- Rehabilitation Services, Intermountain Healthcare, Salt Lake City, UT, USA
| | - Julie M Fritz
- Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, UT, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Master H, Pennings JS, Coronado RA, Bley J, Robinette PE, Haug CM, Skolasky RL, Riley LH, Neuman BJ, Cheng JS, Aaronson OS, Devin CJ, Wegener ST, Archer KR. How Many Steps Per Day During the Early Postoperative Period are Associated With Patient-Reported Outcomes of Disability, Pain, and Opioid Use After Lumbar Spine Surgery? Arch Phys Med Rehabil 2021; 102:1873-1879. [PMID: 34175276 DOI: 10.1016/j.apmr.2021.06.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 05/28/2021] [Accepted: 06/08/2021] [Indexed: 12/12/2022]
Abstract
OBJECTIVE To investigate whether early postoperative walking is associated with "best outcome" and no opioid use at 1 year after lumbar spine surgery and establish a threshold for steps/day to inform clinical practice. DESIGN Secondary analysis from randomized controlled trial. SETTING Two academic medical centers in the United States. PARTICIPANTS We enrolled 248 participants undergoing surgery for a degenerative lumbar spine condition (N=248). A total of 212 participants (mean age, 62.8±11.4y, 53.3% female) had valid walking data at baseline. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Disability (Oswestry Disability Index), back and leg pain (Brief Pain Inventory), and opioid use (yes vs no) were assessed at baseline and 1 year after surgery. "Best outcome" was defined as Oswestry Disability Index ≤20, back pain ≤2, and leg pain ≤2. Steps/day (walking) was assessed with an accelerometer worn for at least 3 days and 10 h/d at 6 weeks after spine surgery, which was considered as study baseline. Separate multivariable logistic regression analyses were conducted to determine the association between steps/day at 6 weeks and "best outcome" and no opioid use at 1-year. Receiver operating characteristic curves identified a steps/day threshold for achieving outcomes. RESULTS Each additional 1000 steps/d at 6 weeks after spine surgery was associated with 41% higher odds of achieving "best outcome" (95% confidence interval [CI], 1.15-1.74) and 38% higher odds of no opioid use (95% CI, 1.09-1.76) at 1 year. Walking ≥3500 steps/d was associated with 3.75 times the odds (95% CI, 1.56-9.02) of achieving "best outcome" and 2.37 times the odds (95% CI, 1.07-5.24) of not using opioids. CONCLUSIONS Walking early after surgery may optimize patient-reported outcomes after lumbar spine surgery. A 3500 steps/d threshold may serve as an initial recommendation during early postoperative counseling.
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Affiliation(s)
- Hiral Master
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN; Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN
| | - Jacquelyn S Pennings
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN
| | - Rogelio A Coronado
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN; Department of Physical Medicine and Rehabilitation, Osher Center for Integrative Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Jordan Bley
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN
| | - Payton E Robinette
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN
| | - Christine M Haug
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, Johns Hopkins Medicine, Baltimore, MD
| | - Lee H Riley
- Department of Orthopaedic Surgery, Johns Hopkins Medicine, Baltimore, MD
| | - Brian J Neuman
- Department of Orthopaedic Surgery, Johns Hopkins Medicine, Baltimore, MD
| | - Joseph S Cheng
- Department of Neurological Surgery, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Oran S Aaronson
- Howell Allen Clinic, Saint Thomas Medical Partners, Nashville, TN
| | - Clinton J Devin
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN; Steamboat Orthopedic and Spine Institute, Steamboat Springs, CO
| | - Stephen T Wegener
- Department of Physical Medicine and Rehabilitation, Johns Hopkins Medicine, Baltimore, MD
| | - Kristin R Archer
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN; Department of Physical Medicine and Rehabilitation, Osher Center for Integrative Medicine, Vanderbilt University Medical Center, Nashville, TN.
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McNeely EL, Sachdev R, Rahman R, Zhang B, Skolasky RL. Associations of depression and sociodemographic characteristics with patient activation among those presenting for spine surgery. J Orthop 2021; 26:8-13. [PMID: 34220147 DOI: 10.1016/j.jor.2021.06.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 06/13/2021] [Indexed: 11/19/2022] Open
Abstract
Purpose To investigate the associations of sociodemographic characteristics and PROMIS domain scores with patient activation among patients presenting for spine surgery at a university-affiliated spine center. Methods Patients completed a survey collecting demographic and social information. Patients also completed the Patient-Reported Outcomes Measurement Information System (PROMIS) and Patient Activation Measure questionnaires. The associations of PROMIS scores and sociodemographic characteristics with patient activation were assessed using linear and ordinal logistic regression (patient activation stage as ordinal). Results A total of 1018 patients were included. Most respondents were white (84%), married (73%), and female (52%). Patients were distributed among the 4 activation stages as follows: stage I, 7.7%; stage II, 12%; stage III, 26%; and stage IV, 55%. Mean (±standard deviation) patient activation score was 70 ± 17 points. Female sex (adjusted coefficient [AC] = 4.3; 95% confidence interval [CI] 2.1, 6.4) and annual household income >$80,000 (OR = 3.7; 95% CI 0.54, 6.9) were associated with higher patient activation scores. Lower patient activation scores were associated with worse PROMIS Depression (AC = -0.31; 95% CI -0.48, -0.14), Fatigue (OR = -0.19; 95% CI -0.33, -0.05), Pain (OR = 0.22; 95% CI 0.01, 0.43), and Social Satisfaction (OR = 0.33; 95% CI 0.14, 0.51) scores. Conclusion Depression and socioeconomic status, along with PROMIS Pain, Fatigue, and Social Satisfaction domains, were associated with patient activation. Patients with a greater burden of depressive symptoms had lower patient activation; conversely, women and those with higher income had greater patient activation. Level of evidence Level 1.
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Affiliation(s)
- Emmanuel L McNeely
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rahul Sachdev
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rafa Rahman
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Bo Zhang
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Rahman R, Wallam S, Zhang B, Sachdev R, McNeely EL, Kebaish KM, Riley LH, Cohen DB, Jain A, Lee SH, Sciubba DM, Skolasky RL, Neuman BJ. Appropriate Opioid Use After Spine Surgery: Psychobehavioral Barriers and Patient Knowledge. World Neurosurg 2021; 150:e600-e612. [PMID: 33753317 PMCID: PMC8187334 DOI: 10.1016/j.wneu.2021.03.066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 03/12/2021] [Accepted: 03/13/2021] [Indexed: 11/21/2022]
Abstract
OBJECTIVE To identify spine patients' barriers to appropriate postoperative opioid use, comfort with naloxone, knowledge of safe opioid disposal practices, and associated factors. METHODS We preoperatively surveyed 174 spine patients about psychobehavioral barriers to appropriate opioid use, comfort with naloxone, and knowledge about opioid disposal. Multivariable logistic regression identified factors associated with barriers and knowledge (α = 0.05). RESULTS Common barriers were fear of addiction (71%) and concern about disease progression (43%). Most patients (78%) had neutral/low confidence in the ability of nonopioid medications to control pain; most (57%) felt neutral or uncomfortable with using naloxone; and most (86%) were familiar with safe disposal. Anxiety was associated with fear of distracting the physician (adjusted odds ratio [aOR], 3.8; 95% confidence interval [CI], 1.1-14) and with lower odds of knowing safe disposal methods (aOR, 0.18; 95% CI, 0.04-0.72). Opioid use during the preceding month was associated with comfort with naloxone (aOR, 4.9; 95% CI, 2.1-12). Patients with a higher educational level had lower odds of reporting fear of distracting the physician (aOR, 0.30; 95% CI, 0.09-0.97), and those with previous postoperative opioid use had lower odds of concern about disease progression (aOR, 0.25; 95% CI, 0.09-0.63) and with a belief in tolerating pain (aOR, 0.34; 95% CI, 0.12-0.95). CONCLUSIONS Many spine patients report barriers to appropriate postoperative opioid use and are neutral or uncomfortable with naloxone. Some are unfamiliar with safe disposal. Associated factors include anxiety, lack of recent opioid use, and no previous postoperative use.
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Affiliation(s)
- Rafa Rahman
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Sara Wallam
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Bo Zhang
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Rahul Sachdev
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Emmanuel L McNeely
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Lee H Riley
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - David B Cohen
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Amit Jain
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Sang H Lee
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Daniel M Sciubba
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Brian J Neuman
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
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Nayar SK, Skolasky RL, LaPorte DM, Zimmerman RM, Giladi AM, Srikumaran U. Reassessment of Relative Value in Shoulder and Elbow Surgery: Do Payment and Relative Value Units Reflect Reality? Clin Orthop Surg 2021; 13:76-82. [PMID: 33747382 PMCID: PMC7948050 DOI: 10.4055/cios20052] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Accepted: 04/19/2020] [Indexed: 11/06/2022] Open
Abstract
BACKGROUD Many U.S. health care institutions have adopted compensation models based on work relative value units (wRVUs) to standardize payments and incentivize providers. A major determinant of payment and wRVU assignments is operative time. We sought to determine whether differences in estimated operative times between the Centers for Medicare & Medicaid Services (CMS) and the National Surgical Quality Improvement Program (NSQIP) contribute to payment and wRVU misvaluation for the most common shoulder/elbow procedures. METHODS We collected data on wRVUs, payments, and operative times from CMS for 29 types of isolated arthroscopic and open shoulder/elbow procedures. Using regression analysis, we compared relationships between these variables, in addition to median operative times reported by NSQIP (2013-2016). We then determined the relative valuation of each procedure based on operative time. RESULTS Seventy-nine percent of CMS operative time were longer than NSQIP time (R2 = 0.58), including, but not limited to, shoulder arthroplasty and arthroscopic shoulder surgery. The correlation between payments and operative times was stronger between CMS data (R2 = 0.61) than NSQIP data (R2 = 0.43). Similarly, the correlation between wRVUs and operative times was stronger when using CMS data (R2 = 0.87) than NSQIP data (R2 = 0.69). Nearly all arthroscopic shoulder procedures (aside from synovectomy, debridement, and decompression) were highly valued according to both datasets. Per NSQIP, compensation for revision total shoulder arthroplasty ($10.14/min; 0.26 wRVU/min) was higher than that for primary cases ($9.85, 0.23 wRVU/min) and nearly twice the CMS rate for revision cases ($5.84/min; 0.13 wRVU/min). CONCLUSIONS CMS may overestimate operative times compared to actual operative times as recorded by NSQIP. Shorter operative times may render certain procedures more highly valued than others. Case examples show that this can potentially affect patient care and incentivize higher compensating procedures per operative time when less-involved, shorter operations have similar patient-reported outcomes.
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Affiliation(s)
- Suresh K Nayar
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Richard L. Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Dawn M LaPorte
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | | | - Aviram M Giladi
- Curtis National Hand Center, Union Memorial, Baltimore, MD, USA
| | - Umasuthan Srikumaran
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
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Ibaseta A, Rahman R, Andrade NS, Skolasky RL, Kebaish KM, Sciubba DM, Neuman BJ. Determining validity, discriminant ability, responsiveness, and minimal clinically important differences for PROMIS in adult spinal deformity. J Neurosurg Spine 2021:1-9. [PMID: 33607619 DOI: 10.3171/2020.8.spine191551] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2019] [Accepted: 08/17/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The aim of this study was to determine the concurrent validity, discriminant ability, and responsiveness of the Patient-Reported Outcomes Measurement Information System (PROMIS) in adult spinal deformity (ASD) and to calculate minimal clinically important differences (MCIDs) for PROMIS scores. METHODS The authors used data obtained in 186 surgical patients with ASD. Concurrent validity was determined through correlations between preoperative PROMIS scores and legacy measure scores. PROMIS discriminant ability between disease severity groups was determined using the preoperative Oswestry Disability Index (ODI) value as the anchor. Responsiveness was determined through distribution- and anchor-based methods, using preoperative to postoperative changes in PROMIS scores. MCIDs were estimated on the basis of the responsiveness analysis. RESULTS The authors found strong correlations between PROMIS Pain Interference and ODI and the Scoliosis Research Society 22-item questionnaire Pain component; PROMIS Physical Function and ODI; PROMIS Anxiety and Depression domains and the 12-Item Short Form Health Survey version 2, Physical and Mental Components, Scoliosis Research Society 22-item questionnaire Mental Health component (anxiety only), 9-Item Patient Health Questionnaire (anxiety only), and 7-Item Generalized Anxiety Disorder questionnaire; PROMIS Fatigue and 9-Item Patient Health Questionnaire; and PROMIS Satisfaction with Participation in Social Roles (i.e., Social Satisfaction) and ODI. PROMIS discriminated between disease severity groups in all domains except between none/mild and moderate Anxiety, with mean differences ranging from 3.7 to 8.4 points. PROMIS showed strong responsiveness in Pain Interference; moderate responsiveness in Physical Function and Social Satisfaction; and low responsiveness in Anxiety, Depression, Fatigue, and Sleep Disturbance. Final PROMIS MCIDs were as follows: -6.3 for Anxiety, -4.4 for Depression, -4.6 for Fatigue, -5.0 for Pain Interference, 4.2 for Physical Function, 5.7 for Social Satisfaction, and -3.5 for Sleep Disturbance. CONCLUSIONS PROMIS is a valid assessment of patient health, can discriminate between disease severity levels, and shows responsiveness to changes after ASD surgery. The MCIDs provided herein may help clinicians interpret postoperative changes in PROMIS scores, taking into account the fact that they are pending external validation.
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Funao H, Kebaish FN, Skolasky RL, Kebaish KM. Recurrence of proximal junctional kyphosis after revision surgery for symptomatic proximal junctional kyphosis in patients with adult spinal deformity: incidence, risk factors, and outcomes. Eur Spine J 2021; 30:1199-1207. [PMID: 33449196 DOI: 10.1007/s00586-020-06669-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Accepted: 11/15/2020] [Indexed: 11/25/2022]
Abstract
PURPOSE Although proximal junctional kyphosis (PJK) is common after long spinal fusion, the outcomes of revision surgery for symptomatic PJK are unclear. Our aim was to assess the outcomes of revision surgery for symptomatic PJK in patients with adult spinal deformity and elucidate the incidence and risk factors for recurrent PJK (rePJK). METHODS We evaluated standing radiographs and health-related quality of life (HRQOL) in patients who underwent revision surgery for symptomatic PJK with at least 2-year follow-up. Patients were assigned to the non-rePJK or rePJK group according to PJK recurrence. RESULTS Thirty-nine consecutive patients (mean age, 63 ± 11 years; 24 women) met the inclusion criteria. RePJK occurred in 12 patients (31%). There were significant differences in the following parameters between groups (non-rePJK vs. rePJK): initial proximal junctional sagittal Cobb angle (PJA) (26.6° vs. 35.6°), thoracic kyphosis (TK) (38.6° vs. 52.8°), and sagittal vertical axis (SVA) (9.3 vs. 15.9 cm), and pre- to postoperative SVA decrease (6.1 vs. 12.2 cm). Significant risk factors for rePJK were initial PJA > 40°, preoperative TK > 60°, preoperative SVA > 10.0 cm, correction of TK > 15°, and correction of SVA > 5.0 cm. HRQOL scores improved significantly; however, postoperative SRS-22r activity scores were significantly worse in the rePJK group vs the non-rePJK group. CONCLUSION The incidence of rePJK was 31%. Risk factors for rePJK were large initial PJA, high preoperative TK and SVA, and greater correction of TK and SVA. HRQOL did not differ significantly between patients with vs without rePJK, except immediate postoperative SRS-22r activity scores. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Haruki Funao
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 North Caroline Street, Baltimore, MD, 21287, USA
- Department of Orthopaedic Surgery, School of Medicine, International University of Health and Welfare, 852 Hatakeda, Narita City, Chiba, 286-0124, Japan
| | - Floreana N Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 North Caroline Street, Baltimore, MD, 21287, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 North Caroline Street, Baltimore, MD, 21287, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 North Caroline Street, Baltimore, MD, 21287, USA.
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Harris A, Guadix SW, Riley LH, Jain A, Kebaish KM, Skolasky RL. Changes in racial and ethnic disparities in lumbar spinal surgery associated with the passage of the Affordable Care Act, 2006-2014. Spine J 2021; 21:64-70. [PMID: 32768655 DOI: 10.1016/j.spinee.2020.07.018] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 06/19/2020] [Accepted: 07/30/2020] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Since implementation of the Patient Protection and Affordable Care Act (ACA) in 2010, more Americans have health insurance, and many racial/ethnic disparities in healthcare have improved. We previously reported that Black and Hispanic patients undergo surgery for spinal stenosis at lower rates than do white patients. PURPOSE To assess changes in racial/ethnic disparities in rates of lumbar spinal surgery after passage of the ACA. STUDY DESIGN Retrospective analysis. PATIENT SAMPLE Approximately 3.2 million adults who underwent lumbar spinal surgery in the US from 2006 through 2014. OUTCOME MEASURES Racial disparities in discharge rates before versus after ACA passage. METHODS Using the Nationwide Inpatient Sample, the U.S. Census Bureau Current Population Survey Supplement, and International Classification of Diseases, Ninth Revision, Clinical Modification, criteria for definite lumbar spinal surgery, we calculated rates of lumbar spinal surgery as the number of hospital discharges divided by population estimates and stratified patients by race/ethnicity after controlling for sociodemographic characteristics. Calendar years were stratified as before ACA passage (2006-2010) or after ACA passage (2011-2014). Poisson regression was used to model hospital discharge rates as a function of race/ethnicity before and after ACA passage after adjustment for potential confounders. RESULTS All rates are expressed per 1,000 persons. The overall median discharge rate decreased from 1.9 before ACA passage to 1.6 after ACA passage (p < .001). After adjustment for sociodemographic factors, the Black:White disparity in discharge rates decreased from 0.40:1 before ACA to 0.44:1 after ACA (p < .001). A similar decrease in the Hispanic:White disparity occurred, from 0.35:1 before ACA to 0.38:1 after ACA (p < .001). CONCLUSION Small but significant decreases occurred in racial/ethnic disparities in hospital discharge rates for lumbar spinal surgery after ACA passage.
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Affiliation(s)
- Andrew Harris
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N. Caroline Street, Baltimore, MD 21287, USA
| | - Sergio W Guadix
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N. Caroline Street, Baltimore, MD 21287, USA
| | - Lee H Riley
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N. Caroline Street, Baltimore, MD 21287, USA
| | - Amit Jain
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N. Caroline Street, Baltimore, MD 21287, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N. Caroline Street, Baltimore, MD 21287, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N. Caroline Street, Baltimore, MD 21287, USA; Department of Physical Medicine and Rehabilitation, The Johns Hopkins University School of Medicine, 601 N. Caroline Street, Baltimore, MD 21287, USA.
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Marrache M, Harris AB, Puvanesarajah V, Raad M, Hassanzadeh H, Riley LH, Skolasky RL, Bicket M, Jain A. Health Care Resource Utilization in Commercially Insured Patients Undergoing Anterior Cervical Discectomy and Fusion for Degenerative Cervical Pathology. Global Spine J 2021; 11:108-115. [PMID: 32875850 PMCID: PMC7734273 DOI: 10.1177/2192568219899340] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
STUDY DESIGN Retrospective review of an administrative database. OBJECTIVES The aim of our study was to investigate the distribution of spending for the entire episode of care among nonelderly, commercially insured patients undergoing elective, inpatient anterior cervical discectomy and fusion (ACDF) surgeries for degenerative cervical pathology. METHODS Using a private insurance claims database, we identified patients who underwent single-level, inpatient ACDF for degenerative spinal disease. Patients were selected using a combination of Current Procedural Terminology (CPT) and International Classification of Diseases (ICD) codes. Entire episode of care was defined as 6-months before (preoperative) to 6 months after (postoperative) the surgical admission. RESULTS In our cohort containing 33 209 patients, perioperative median spending per patient (MSPP) within the year encompassing surgery totaled $37 020 (interquartile range [IQR] $28 363-$49 206), with preoperative, surgical admission, and postoperative spending accounting for 9.8%, 80.7%, and 9.5% of total spending, respectively. Preoperatively, MSPP was $3109 (IQR $1806-$5215), 48% of patients underwent physical therapy, and 31% underwent injections in the 6 months period prior to surgery. Postoperatively, MSPP was $1416 (IQR $398-$3962), and unplanned hospital readmission (6% incidence) accounted for 33% of the overall postoperative spending. Discharge to a nonhome discharge disposition was associated with higher postoperative spending ($14 216) compared with patients discharged home ($1468) and home with home care ($2903), P < .001. CONCLUSION Understanding the elements and distribution of perioperative spending for the episode of care in patients undergoing ACDF surgery for degenerative conditions is important for health care planning and resource allocation.
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Affiliation(s)
| | | | | | - Micheal Raad
- The Johns Hopkins University, Baltimore, MD, USA
| | | | - Lee H. Riley
- The Johns Hopkins University, Baltimore, MD, USA
| | | | - Mark Bicket
- The Johns Hopkins University, Baltimore, MD, USA
| | - Amit Jain
- The Johns Hopkins University, Baltimore, MD, USA,Amit Jain, Department of Orthopaedic Surgery, The Johns Hopkins University, 601 North Caroline Street, JHOC 5223, Baltimore, MD 21287, USA.
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Harris AB, Puvanesarajah V, Marrache M, Gottlich CP, Raad M, Skolasky RL, Njoku DB, Sponseller PD, Jain A. Opioid prescribing practices after posterior spinal arthrodesis for adolescent idiopathic scoliosis. Spine Deform 2020; 8:965-973. [PMID: 32378042 DOI: 10.1007/s43390-020-00127-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Accepted: 04/20/2020] [Indexed: 10/24/2022]
Abstract
STUDY DESIGN Retrospective review. OBJECTIVE To identify national trends in postoperative opioid prescribing practices after posterior spinal fusion (PSF) in patients with adolescent idiopathic scoliosis (AIS). Opioids are an important component of pain management after PSF for AIS. Given the national opioid crisis, it is important to understand opioid prescribing practices in these patients. METHODS Using a commercial prescription drug claims database, we identified AIS patients who underwent PSF from 2010 to 2016 and who were prescribed opioids postoperatively. An initial prescription at hospital discharge of ≥ 90 morphine milligram equivalents daily (MMED) was used to identify patients at risk of overdose according to the US Centers for Disease Control and Prevention (CDC) guidelines. Prescriptions for skeletal muscle relaxants were also identified. α = 0.05. RESULTS We included 3762 patients (75% female) with a mean (± standard deviation) age of 15 ± 2.1 years. 56% of patients filled only 1 opioid prescription after discharge, and 44% had ≥ 1 refills. 91% of opioid prescriptions were for hydrocodone (median strength, 43 MMED; mean strength, 65 ± 270 MMED) or oxycodone formulations (median strength, 60 MMED; mean strength, 79 ± 174 MMED). 82% of prescriptions complied with CDC guidelines (< 90 MMED). Overall, 612 patients (16%) filled ≥ 1 prescription for skeletal muscle relaxants, the most common being cyclobenzaprine (45%) and methocarbamol (29%). The percentage of patients filling > 1 prescription declined from 54% in 2010 to 31% in 2016 (p < 0.001). The proportion of patients receiving prescriptions for ≥ 90 MMED was highest in the West (29%) and lowest in the South (16%) (p < 0.001). CONCLUSION Most opioid prescriptions after PSF in patients with AIS comply with CDC guidelines. Temporal and geographic variations show an opportunity for standardizing opioid prescribing practices in these patients. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Andrew B Harris
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA
| | - Varun Puvanesarajah
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA
| | - Majd Marrache
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA
| | - Caleb P Gottlich
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA
| | - Micheal Raad
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA
| | - Dolores B Njoku
- Department of Anesthesiology and Critical Care Medicine, The Johns Hopkins University, Baltimore, MD, USA
| | - Paul D Sponseller
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA
| | - Amit Jain
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA.
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Harris AB, Puvanesarajah V, Marrache M, Gottlich CP, Raad M, Skolasky RL, Njoku DB, Sponseller PD, Jain A. Correction to: Opioid prescribing practices after posterior spinal arthrodesis for adolescent idiopathic scoliosis. Spine Deform 2020; 8:975. [PMID: 32533546 DOI: 10.1007/s43390-020-00152-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
The original version of this article unfortunately contained a mistake.
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Affiliation(s)
- Andrew B Harris
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA
| | - Varun Puvanesarajah
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA
| | - Majd Marrache
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA
| | - Caleb P Gottlich
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA
| | - Micheal Raad
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA
| | - Dolores B Njoku
- Department of Anesthesiology and Critical Care Medicine, The Johns Hopkins University, Baltimore, MD, USA
| | - Paul D Sponseller
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA
| | - Amit Jain
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N. Caroline Street, Baltimore, MD, JHOC 5223, 21287, USA.
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Harris AB, Marrache M, Puvanesarajah V, Raad M, Jain A, Kebaish KM, Riley LH, Skolasky RL. Are preoperative depression and anxiety associated with patient-reported outcomes, health care payments, and opioid use after anterior discectomy and fusion? Spine J 2020; 20:1167-1175. [PMID: 32179156 DOI: 10.1016/j.spinee.2020.03.004] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 02/07/2020] [Accepted: 03/02/2020] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Depression and anxiety are common psychiatric conditions among US adults, and anterior cervical discectomy and fusion (ACDF) is one of the most commonly performed spinal surgeries. Mental health conditions can affect physical health, and thus have the potential to contribute to adverse outcomes after spine surgery; however, a comprehensive assessment of long-term outcomes and the additive economic burden of these conditions in patients undergoing ACDF has not been well described. PURPOSE Our goal was to assess the associations between depression/anxiety and adverse outcomes and health-resource utilization after anterior cervical discectomy and fusion (ACDF). STUDY DESIGN Retrospective database study. PATIENT SAMPLE We retrospectively analyzed a private administrative health claims database to identify patients who underwent ACDF in the United States from 2010 to 2013. A total of 16,306 patients met our inclusion criteria. Mean (± standard deviation) patient age was 50±7.9 years. Approximately 4,800 patients (30%) had a depression diagnosis and 4,000 (25%) had a diagnosis of anxiety. OUTCOME MEASURES The primary outcomes of interest were intensive care unit admission, multiday hospitalization, discharge disposition, 30- and 90-day hospital readmission, 1- and 2-year rates of revision surgery, and chronic postoperative opioid use. Secondary outcomes were 1- and 2-year total cumulative health care payments and cumulative postoperative opioid consumption. METHODS Regression models controlled for demographic and medical covariates, alpha=0.05. RESULTS A preoperative diagnosis of depression was associated with higher odds of multiday hospitalization (odds ratio [OR] 1.09, 95% confidence interval [CI] 1.01-1.19), 90-day readmission (OR 1.71, 95% CI 1.46-2.02), revision surgery within 2 years (OR 1.43 95% CI 1.16-1.76), and chronic postoperative opioid use (OR 1.58, 95% CI 1.45-1.72) and an increase of $5,915 in adjusted 2-year health care payments (p<.001). Patients with a preoperative diagnosis of anxiety had higher odds of multiday hospitalization (OR 1.15, 95% CI 1.06-1.25), revision surgery within 2 years (OR 1.33, 95% CI 1.07-1.65), and chronic postoperative opioid use (OR 1.62, 95% CI 1.48-1.77) and an increase of $4,471 in adjusted 2-year health care payments (p<.001). Neither anxiety nor depression was associated with intensive care unit admission, discharge disposition, 30-day readmission, revision surgery within 1 year, 1-year cumulative health care payments, or cumulative postoperative opioid consumption. CONCLUSIONS Patients with preoperative diagnoses of depression or anxiety have a greater likelihood of adverse outcomes, increased opioid consumption, and increased cumulative health care payments after ACDF compared with patients without depression or anxiety.
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Affiliation(s)
- Andrew B Harris
- Department of Orthopedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Majd Marrache
- Department of Orthopedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Varun Puvanesarajah
- Department of Orthopedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Micheal Raad
- Department of Orthopedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Amit Jain
- Department of Orthopedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Khaled M Kebaish
- Department of Orthopedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Lee H Riley
- Department of Orthopedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Richard L Skolasky
- Department of Orthopedic Surgery, The Johns Hopkins University, Baltimore, MD, USA.
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Raad M, Harris AB, Puvanesarajah V, El Dafrawy MH, Kebaish FN, Neuman BJ, Skolasky RL, Cohen DB, Kebaish KM. Preoperative patient expectations and pain improvement after adult spinal deformity surgery. J Neurosurg Spine 2020; 33:1-6. [PMID: 32534485 DOI: 10.3171/2020.3.spine191311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Accepted: 03/16/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Patients' expectations for pain relief are associated with patient-reported outcomes after treatment, although this has not been examined in patients with adult spinal deformity (ASD). The aim of this study was to identify associations between patients' preoperative expectations for pain relief after ASD surgery and patient-reported pain at the 2-year follow-up. METHODS The authors analyzed surgically treated ASD patients at a single institution who completed a survey question about expectations for back pain relief. Five ordinal answer choices to "I expect my back pain to improve" were used to categorize patients as having low or high expectations. Back pain was measured using the 10-point numeric rating scale (NRS) and Scoliosis Research Society-22r (SRS-22r) patient survey. Preoperative and postoperative pain were compared using analysis of covariance. RESULTS Of 140 ASD patients eligible for 2-year follow-up, 105 patients (77 women) had pre- and postoperative data on patient expectations, 85 of whom had high expectations. The mean patient age was 59 ± 12 years, and 46 patients (44%) had undergone previous spine surgery. The high-expectations and low-expectations groups had similar baseline demographic and clinical characteristics (p > 0.05), except for lower SRS-22r mental health scores in those with low expectations. After controlling for baseline characteristics and mental health, the mean postoperative NRS score was significantly better (lower) in the high-expectations group (3.5 ± 3.5) than in the low-expectations group (5.4 ± 3.7) (p = 0.049). The mean postoperative SRS-22r pain score was significantly better (higher) in the high-expectations group (3.3 ± 1.1) than in the low-expectations group (2.6 ± 0.94) (p = 0.019). CONCLUSIONS Despite similar baseline characteristics, patients with high preoperative expectations for back pain relief reported less pain 2 years after ASD surgery than patients with low preoperative expectations.
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Ren M, Bryant BR, Harris AB, Kebaish KM, Riley LH, Cohen DB, Skolasky RL, Neuman BJ. Opioid use after adult spinal deformity surgery: patterns of cessation and associations with preoperative use. J Neurosurg Spine 2020; 33:1-6. [PMID: 32502988 DOI: 10.3171/2020.3.spine20111] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Accepted: 03/30/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The objectives of the study were to determine, among patients with adult spinal deformity (ASD), the following: 1) how preoperative opioid use, dose, and duration of use are associated with long-term opioid use and dose; 2) how preoperative opioid use is associated with rates of postoperative use from 6 weeks to 2 years; and 3) how postoperative opioid use at 6 months and 1 year is associated with use at 2 years. METHODS Using a single-center, longitudinally maintained registry, the authors identified 87 patients who underwent ASD surgery from 2013 to 2017. Fifty-nine patients reported preoperative opioid use (37 high-dose [≥ 90 morphine milligram equivalents daily] and 22 low-dose use). The duration of preoperative use was long-term (≥ 6 months) for 44 patients and short-term for 15. The authors evaluated postoperative opioid use at 6 weeks, 3 months, 6 months, 1 year, and 2 years after surgery. Multivariate logistic regression was used to determine associations of preoperative opioid use, dose, and duration with use at each time point (alpha = 0.05). RESULTS The following preoperative factors were associated with opioid use 2 years postoperatively: any opioid use (adjusted odds ratio [aOR] 14, 95% CI 2.5-82), high-dose use (aOR 7.3, 95% CI 1.1-48), and long-term use (aOR 17, 95% CI 2.2-123). All patients who reported high-dose opioid use at the 2-year follow-up examination had also reported preoperative opioid use. Preoperative high-dose use (aOR 247, 95% CI 5.8-10,546) but not long-term use (aOR 4.0, 95% CI 0.18-91) was associated with high-dose use at the 2-year follow-up visit. Compared with patients who reported no preoperative use, those who reported preoperative opioid use had higher rates of use at each postoperative time point (from 94% vs 62% at 6 weeks to 54% vs 7.1% at 2 years) (all p < 0.001). Opioid use at 2 years was independently associated with use at 1 year (aOR 33, 95% CI 6.8-261) but not at 6 months (aOR 4.3, 95% CI 0.95-24). CONCLUSIONS Patients' preoperative opioid use, dose, and duration of use are associated with long-term use after ASD surgery, and a high preoperative dose is also associated with high-dose opioid use at the 2-year follow-up visit. Patients using opioids 1 year after ASD surgery may be at risk for long-term use.
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Skolasky RL, Wegener ST, Aaron RV, Ephraim P, Brennan G, Greene T, Lane E, Minick K, Hanley AW, Garland EL, Fritz JM. The OPTIMIZE study: protocol of a pragmatic sequential multiple assessment randomized trial of nonpharmacologic treatment for chronic, nonspecific low back pain. BMC Musculoskelet Disord 2020; 21:293. [PMID: 32393216 PMCID: PMC7216637 DOI: 10.1186/s12891-020-03324-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Accepted: 04/30/2020] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Low back pain is a prevalent condition that causes a substantial health burden. Despite intensive and expensive clinical efforts, its prevalence is growing. Nonpharmacologic treatments are effective at improving pain-related outcomes; however, treatment effect sizes are often modest. Physical therapy (PT) and cognitive behavioral therapy (CBT) have the most consistent evidence of effectiveness. Growing evidence also supports mindfulness-based approaches. Discussions with providers and patients highlight the importance of discussing and trying options to find the treatment that works for them and determining what to do when initial treatment is not successful. Herein, we present the protocol for a study that will evaluate evidence-based, protocol-driven treatments using PT, CBT, or mindfulness to examine comparative effectiveness and optimal sequencing for patients with chronic low back pain. METHODS The Optimized Multidisciplinary Treatment Programs for Nonspecific Chronic Low Back Pain (OPTIMIZE) Study will be a multisite, comparative effectiveness trial using a sequential multiple assessment randomized trial design enrolling 945 individuals with chronic low back pain. The co-primary outcomes will be disability (measured using the Oswestry Disability Index) and pain intensity (measured using the Numerical Pain Rating Scale). After baseline assessment, participants will be randomly assigned to PT or CBT. At week 10, participants who have not experienced at least 50% improvement in disability will be randomized to cross-over phase-1 treatments (e.g., PT to CBT) or to Mindfulness-Oriented Recovery Enhancement (MORE). Treatment will consist of 8 weekly sessions. Long-term outcome assessments will be performed at weeks 26 and 52. DISCUSSION Results of this study may inform referring providers and patients about the most effective nonoperative treatment and/or sequence of nonoperative treatments to treat chronic low back pain. TRIAL REGISTRATION This study was prospectively registered on March 1, 2019, with Clinicaltrials.gov under the registration number NCT03859713 (https://clinicaltrials.gov/ct2/show/NCT03859713).
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Affiliation(s)
- Richard L. Skolasky
- grid.21107.350000 0001 2171 9311Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N. Caroline St, Baltimore, MD 21287 USA ,grid.21107.350000 0001 2171 9311Department of Physical Medicine and Rehabilitation, The Johns Hopkins University School of Medicine, 601 N. Caroline St, Baltimore, MD 21287 USA
| | - Stephen T. Wegener
- grid.21107.350000 0001 2171 9311Department of Physical Medicine and Rehabilitation, The Johns Hopkins University School of Medicine, 601 N. Caroline St, Baltimore, MD 21287 USA
| | - Rachel V. Aaron
- grid.21107.350000 0001 2171 9311Department of Physical Medicine and Rehabilitation, The Johns Hopkins University School of Medicine, 601 N. Caroline St, Baltimore, MD 21287 USA
| | - Patti Ephraim
- grid.21107.350000 0001 2171 9311Department of Epidemiology, The Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe St, Baltimore, MD 21205 USA
| | - Gerard Brennan
- grid.420884.20000 0004 0460 774XIntermountain Healthcare, 36 S State St, Salt Lake City, UT 84111 USA
| | - Tom Greene
- grid.223827.e0000 0001 2193 0096Department of Population Health Sciences, University of Utah, 201 Presidents’ Cir, Salt Lake City, UT 84112 USA
| | - Elizabeth Lane
- grid.223827.e0000 0001 2193 0096Department of Physical Therapy and Athletic Training, University of Utah, 201 Presidents’ Cir, Salt Lake City, UT 84112 USA
| | - Kate Minick
- grid.420884.20000 0004 0460 774XIntermountain Healthcare, 36 S State St, Salt Lake City, UT 84111 USA
| | - Adam W. Hanley
- grid.223827.e0000 0001 2193 0096College of Social Work, University of Utah, 201 Presidents’ Cir, Salt Lake City, UT 84112 USA
| | - Eric L. Garland
- grid.223827.e0000 0001 2193 0096College of Social Work, University of Utah, 201 Presidents’ Cir, Salt Lake City, UT 84112 USA
| | - Julie M. Fritz
- grid.223827.e0000 0001 2193 0096Department of Physical Therapy and Athletic Training, University of Utah, 201 Presidents’ Cir, Salt Lake City, UT 84112 USA
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