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Renn BN, Walker TJ, Edds B, Roots M, Raue PJ. Naturalistic use of a digital mental health intervention for depression and anxiety: A randomized clinical trial. J Affect Disord 2025; 368:429-438. [PMID: 39299591 DOI: 10.1016/j.jad.2024.09.104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 09/11/2024] [Accepted: 09/14/2024] [Indexed: 09/22/2024]
Abstract
BACKGROUND Digital mental health interventions (DMHI) may offer scalable treatment for common mental health conditions. However, many commercially available apps have not been subjected to rigorous evaluation of effectiveness, particularly among users experiencing clinically significant symptomatology. We examined depression and anxiety symptom outcomes associated with a top-rated, commercially available self-guided DMHI based on cognitive behavioral therapy ("Sanvello") relative to waitlist control. METHODS This preregistered web-based, 2-arm, parallel-group randomized trial enrolled U.S. adults with self-reported elevated symptoms of depression and/or anxiety. Those assigned to the treatment condition were provided 8 weeks of access to Sanvello. Co-primary outcomes of depression (Patient Health Questionnaire [PHQ-9]) and anxiety (Generalized Anxiety Disorder 7-item scale [GAD-7]) severity were assessed at baseline and 2, 4, 6, and 8 weeks. RESULTS Intention-to-treat analyses included 280 participants (mean age 32.47 ± 9.32 years; 86.1 % women). Generalized linear mixed models showed a significant improvement in depression (F(4,779) = 6.51, p < .001) and anxiety (F(4,907) = 3.28, p = .01) associated with the DMHI over time. The intervention was also associated with a greater proportion of participants exhibiting depression response (25 [45.5 %] vs 26 [16.9 %]) and remission (10 [18.2 %] vs 7 [4.5 %]) on the PHQ-9, and anxiety response (31 [44.9 %] vs 39 [22.8 %]) and remission (20 [29.0 %] vs 27 [15.8 %]) on the GAD-7, relative to waitlist. LIMITATIONS Findings may not represent people with serious mental illness, suicidality, or the broader population of DMHI users. CONCLUSIONS A commercially available, self-guided DMHI was effective at improving symptoms in individuals experiencing depression or anxiety. TRIAL REGISTRATION ClinicalTrials.gov [NCT05373329].
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Affiliation(s)
- Brenna N Renn
- Department of Psychology, University of Nevada, Las Vegas, NV, USA.
| | - Teresa J Walker
- Department of Psychology, University of Nevada, Las Vegas, NV, USA
| | | | | | - Patrick J Raue
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
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Habboub G, Huang KT, Shost MD, Meade S, Shah AK, Lapin B, Patel AA, Salas-Vega S, Sundar SJ, Steinmetz MP, Mroz TE. Using Resource Utilization in Spine Healthcare to Complement Patient-Reported Outcome Measurements in Assessing Surgical Success. World Neurosurg 2024; 193:687-695. [PMID: 39414142 DOI: 10.1016/j.wneu.2024.10.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2024] [Revised: 10/05/2024] [Accepted: 10/07/2024] [Indexed: 10/18/2024]
Abstract
OBJECTIVE Patient-reported outcome measures (PROMs) are utilized to assess surgical success but are limited by data collection, response bias, and subjectivity. The large volume of digital healthcare data offers a new method to utilize healthcare utilization as a longitudinal, individualized, and objective proxy for health needs among surgical patients. This study aimed to design and evaluate a novel resource utilization in spine healthcare (RUSH) clustering method that complements PROMs in evaluating postoperative patient outcomes. METHODS This retrospective cross-sectional study conducted at a large, tertiary healthcare system included all adult patients undergoing cervical or lumbar surgery between 2014 and 2020 with at least 3 months follow-up. Postoperative healthcare utilization was analyzed using clinic visits, inpatient encounters, telephone encounters, MyChart messages, opioid use, physical therapy, injections, and imaging. Latent profile analysis determined RUSH clusters and changes in PROM Information System Physical Health (PROMIS-PH) scores preoperation and 12-months postoperation. RESULTS This study included 5602 surgeries (mean age 61.3 ± 13.1 years, 49.9% female). Four RUSH groups were identified: low utilizers (21.5%), moderate utilizers without advanced imaging (34.7%), moderate utilizers with advanced imaging (10.7%), and high utilizers (33.1%). Utilization patterns varied by surgery type, with lower-utilization patterns among non-fusion procedures and a consistent sub-population of high utilizers across all surgery types. High RUSH utilizers had the lowest pre-operative PROMIS-PH scores and the worst average postoperative change. CONCLUSIONS RUSH clustering provides a novel, data-driven approach to measure surgical success, complementing traditional PROMs, and leveraging big data to monitor and respond to surgical outcomes.
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Affiliation(s)
- Ghaith Habboub
- Center for Spine Health, Cleveland Clinic, Cleveland, Ohio, USA.
| | - Kevin T Huang
- Department of Neurosurgery, Harvard Medical School, Boston, Massachusetts, USA; Department of Neurosurgery, Mass General Brigham, Boston, Massachusetts, USA
| | - Michael D Shost
- Department of Neurosurgery, Hospital of University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Seth Meade
- Center for Spine Health, Cleveland Clinic, Cleveland, Ohio, USA; Case Western Reserve University School of Medicine, Cleveland, Ohio, USA; Department of Neurosurgery, Cleveland Clinic Lerner College of Medicine, Cleveland, Ohio, USA
| | - Aakash K Shah
- Center for Spine Health, Cleveland Clinic, Cleveland, Ohio, USA; Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Brittany Lapin
- Center for Outcomes Research and Evaluation, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA; Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Arpan A Patel
- Center for Spine Health, Cleveland Clinic, Cleveland, Ohio, USA
| | - Sebastian Salas-Vega
- Center for Spine Health, Cleveland Clinic, Cleveland, Ohio, USA; Department of Neurosurgery, Inova Health System, Falls Church, Virginia, USA
| | - Swetha J Sundar
- Center for Spine Health, Cleveland Clinic, Cleveland, Ohio, USA
| | | | - Thomas E Mroz
- Center for Spine Health, Cleveland Clinic, Cleveland, Ohio, USA
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Roos M, Lamontagne ME, Desmeules F, Dionne C, Savard I, Pinard AM, Lafrance S, Tanguay M, Roy JS. Workplace Injury Prevention and Wellness Program for Orchestra Musicians: A Randomized Controlled Trial. J Orthop Sports Phys Ther 2024; 54:584-593. [PMID: 39180194 DOI: 10.2519/jospt.2024.12277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/26/2024]
Abstract
OBJECTIVE: To evaluate the effect of a workplace injury prevention and wellness program compared to no intervention (control) on musicians' playing-related musculoskeletal pain intensity. The hypothesis was that musicians who completed the program would have a greater reduction in pain intensity than the control group. DESIGN: Pragmatic parallel randomized controlled trial. METHODS: Sixty-five orchestra musicians were recruited and completed patient-reported outcome measures (primary outcome: pain intensity over 11 months, using the Musculoskeletal Pain Intensity and Interference Questionnaire for Musicians; range: 0-40; lower is better) at baseline, 14 weeks (T1), and 11 months (T2). Following baseline assessment, participants were randomly assigned to the intervention (n = 33) or control (n = 32) groups, stratified by instrument and pain prevalence. The intervention group received a 14-week injury prevention and wellness program including education and exercise; the control group received no intervention. RESULTS: Pain intensity means (standard deviation) were 7.8 (6.2), 8.0 (7.5), and 8.6 (5.7) in the control group, and 9.0 (6.6), 5.0 (4.2), and 6.7 (6.6) in the intervention group at T0, T1, and T2, respectively. Using intention-to-treat analyses (3 dropouts, n = 65 analyzed), between-group differences in pain intensity (95% confidence interval) were T1-T0: -4.2 (-7.5, -0.9); T2-T0: -3.7 (-7.1, -0.3), type III (overall) P = .03, favoring the intervention group. No adverse events were reported. CONCLUSION: A workplace injury prevention and wellness program may have a clinically meaningful effect on reducing orchestra musicians' pain intensity. J Orthop Sports Phys Ther 2024;54(9):1-10. Epub 11 June 2024. doi:10.2519/jospt.2024.12277.
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Bató A, Brodszky V, Mitev AZ, Jenei B, Rencz F. Psychometric properties and general population reference values for PROMIS Global Health in Hungary. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2024; 25:549-562. [PMID: 37378690 PMCID: PMC11136746 DOI: 10.1007/s10198-023-01610-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 06/07/2023] [Indexed: 06/29/2023]
Abstract
OBJECTIVES Patient-Reported Outcomes Measurement Information System-Global Health (PROMIS-GH) is a widely used generic measure of health status. This study aimed to (1) assess the psychometric properties of the Hungarian PROMIS-GH and to (2) develop general population reference values in Hungary. METHODS An online cross-sectional survey was conducted among the Hungarian adult general population (n = 1700). Respondents completed the PROMIS-GH v1.2. Unidimensionality (confirmatory factor analysis and bifactor model), local independence, monotonicity (Mokken scaling), graded response model fit, item characteristic curves and measurement invariance were examined. Spearman's correlations were used to analyse convergent validity of PROMIS-GH subscales with SF-36v1 composites and subscales. Age- and gender-weighted T-scores were computed for the Global Physical Health (GPH) and Global Mental Health (GMH) subscales using the US item calibrations. RESULTS The item response theory assumptions of unidimensionality, local independence and monotonicity were met for both subscales. The graded response model showed acceptable fit indices for both subscales. No differential item functioning was detected for any sociodemographic characteristics. GMH T-scores showed a strong correlation with SF-36 mental health composite score (rs = 0.71) and GPH T-scores with SF-36 physical health composite score (rs = 0.83). Mean GPH and GMH T-scores of females were lower (47.8 and 46.4) compared to males (50.5 and 49.3) (p < 0.001), and both mean GPH and GMH T-scores decreased with age, suggesting worse health status (p < 0.05). CONCLUSION This study established the validity and developed general population reference values for the PROMIS-GH in Hungary. Population reference values facilitate the interpretation of patients' scores and allow inter-country comparisons.
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Affiliation(s)
- Alex Bató
- Károly Rácz Doctoral School of Clinical Medicine, Semmelweis University, Budapest, Hungary
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, 1093, Hungary
| | - Valentin Brodszky
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, 1093, Hungary
| | - Ariel Zoltán Mitev
- Institute of Marketing and Communication Sciences, Corvinus University of Budapest, Budapest, Hungary
| | - Balázs Jenei
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, 1093, Hungary
| | - Fanni Rencz
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, 1093, Hungary.
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Barrett DR, Nielsen LM, Rhon DI, Young JL. What are patients' perspectives on the value of physical therapy? A prospective cohort study. Musculoskeletal Care 2024; 22:e1871. [PMID: 38393306 DOI: 10.1002/msc.1871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 02/12/2024] [Indexed: 02/25/2024]
Abstract
PURPOSE To assess and identify patients' perceptions about the overall value of physical therapy services for musculoskeletal conditions and how these values were associated with their outcomes. METHODS The association between the perceived value of physical therapy (as a score) and Patient-Reported Outcomes Measurement Information System (PROMIS) pain interference and physical function at 6-weeks was assessed in a prospective cohort. Generalised linear models were used to identify relationships between the value of physical therapy score and PROMIS outcomes. Kendall's tau was used to identify correlations between responses and outcomes. RESULTS A total of 133 participants met the final inclusion criteria. The majority of participants were female (63.9%) with a mean age of 55.53 (SD 15.36) years. A majority of participants (63.9%) reported a previous positive personal experience with physical therapy. There was no significant relationship between perceived value of physical therapy and pain interference (β -0.32, p = 0.07, 95% CI-0.67, 0.03) or physical function (β 0.19, p = 0.29, 95% CI-0.16, 0.54). Stronger beliefs in agreement with the value of non-invasive treatment were significant, but weakly correlated with lower pain interference (r = -0.18, p = 0.048) and higher physical function scores (r = 0.22, p = 0.03). CONCLUSIONS Participants had an overall positive perception of the value of physical therapy prior to initiating physical therapy, but this perception was not associated with 6-week pain and function outcomes. A better understanding of the driving factors encouraging patients to seek physical therapy services is needed to provide value-based care.
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Affiliation(s)
- Dustin R Barrett
- Bellin College, Physical Therapy, Green Bay, Wisconsin, USA
- Department of Physical Therapy, Emory and Henry College, Marion, Virginia, USA
| | | | - Daniel I Rhon
- Bellin College, Physical Therapy, Green Bay, Wisconsin, USA
- Department of Physical Medicine & Rehabilitation, F. Edward Hébert School of Medicine, Uniformed Services University of Health Sciences, Bethesda, Maryland, USA
| | - Jodi L Young
- Bellin College, Physical Therapy, Green Bay, Wisconsin, USA
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Zheng P, Ewing S, Tang A, Black D, Hue T, Lotz J, Peterson T, Torres-Espin A, O’Neill C. Predictors of response in PROMIS-global in a chronic low back pain specialty clinic: STarTBack and chronic overlapping pain conditions. J Back Musculoskelet Rehabil 2024; 37:909-920. [PMID: 38427463 PMCID: PMC11307069 DOI: 10.3233/bmr-230067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 01/29/2024] [Indexed: 03/03/2024]
Abstract
BACKGROUND Tools, such as the STarTBack Screening Tool (SBT), have been developed to identify risks of progressing to chronic disability in low back pain (LBP) patients in the primary care population. However, less is known about predictors of change in function after treatment in the specialty care population. OBJECTIVE We pursued a retrospective observational cohort study involving LBP patients seen in a multidisciplinary specialty clinic to assess which features can predict change in function at follow-up. METHODS The SBT was administered at initial visit, and a variety of patient characteristics were available in the chart including the presence of chronic overlapping pain conditions (COPCs). Patient Reported Outcomes Measurement Information System-10 (PROMIS-10) global physical health (PH) and global mental health (MH) were measured at baseline and at pragmatic time points during follow-up. Linear regression was used to estimate adjusted associations between available features and changes in PROMIS scores. RESULTS 241 patients were followed for a mean of 17.0 ± 7.5 months. Mean baseline pain was 6.7 (SD 2.1), PROMIS-10 global MH score was 44.8 (SD 9.3), and PH score was 39.4 (SD 8.6). 29.7% were low-risk on the SBT, 41.8% were medium-risk, and 28.5% were high-risk. Mean change in MH and PH scores from baseline to the follow-up questionnaire were 0.86 (SD 8.11) and 2.39 (SD 7.52), respectively. Compared to low-risk patients, high-risk patients had a mean 4.35 points greater improvement in their MH score (p= 0.004) and a mean 3.54 points greater improvement in PH score (p= 0.006). Fewer COPCs also predicted greater improvement in MH and PH. CONCLUSIONS SBT and the presence of COPC, which can be assessed at initial presentation to a specialty clinic, can predict change in PROMIS following treatment. Effort is needed to identify other factors that can help predict change in function after treatment in the specialty care setting.
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Affiliation(s)
- Patricia Zheng
- Department of Orthopaedic Surgery, University of California, San Francisco, CA, USA
| | - Susan Ewing
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Angelina Tang
- School of Medicine, University of California, San Francisco, CA, USA
| | - Dennis Black
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Trisha Hue
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Jeffrey Lotz
- Department of Orthopaedic Surgery, University of California, San Francisco, CA, USA
| | - Thomas Peterson
- Department of Orthopaedic Surgery, University of California, San Francisco, CA, USA
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, USA
| | - Abel Torres-Espin
- Department of Neurological Surgery, University of California, San Francisco, CA, USA
- Department of Physical Therapy, University of Alberta, Edmonton, AB, Canada
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | - Conor O’Neill
- Department of Orthopaedic Surgery, University of California, San Francisco, CA, USA
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Yarns BC, Molaie AM, Lumley MA, Zhu TA, Jazi AN, Ganz DA, Melrose RJ. Video telehealth emotional awareness and expression therapy for older U.S. military veterans with chronic pain: A pilot study. Clin Gerontol 2024; 47:136-148. [PMID: 36541672 DOI: 10.1080/07317115.2022.2159909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVES Emotional Awareness and Expression Therapy (EAET) targets trauma and emotional conflict to reduce or eliminate chronic pain, but video telehealth administration is untested. This uncontrolled pilot assessed acceptability, feasibility, and preliminary efficacy of group-based video telehealth EAET (vEAET) for older veterans with chronic musculoskeletal pain. METHODS Twenty veterans were screened, and 16 initiated vEAET, delivered as one 60-minute individual session and eight 90-minute group sessions. Veterans completed posttreatment satisfaction ratings and pain severity (primary outcome), pain interference, anxiety, depression, functioning, social connectedness, shame, and anger questionnaires at baseline, posttreatment, and 2-month follow-up. RESULTS Satisfaction was high, and veterans attended 7.4 (SD = 0.6) of 8 group sessions; none discontinued treatment. Veterans attained significant, large reductions in pain severity from baseline to posttreatment (p < .001, Hedges' g = -1.54) and follow-up (p < .001, g = -1.20); 14 of 16 achieved clinically significant (≥ 30%) pain reduction, and 3 achieved 90-100% pain reduction. Secondary outcomes demonstrated significant, medium-to-large improvements. CONCLUSIONS In this small sample, vEAET produced better attendance, similar benefits, and fewer dropouts than in-person EAET in prior studies. Larger, controlled trials are needed. CLINICAL IMPLICATIONS Group vEAET appears feasible and highly effective for older veterans with chronic pain.
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Affiliation(s)
- Brandon C Yarns
- Department of Psychiatry/Mental Health, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
- Center for the Study of Healthcare Innovation, Implementation, & Policy, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, California, USA
| | - Ali M Molaie
- Department of Psychiatry/Mental Health, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Mark A Lumley
- Department of Psychology, Wayne State University, Detroit, Michigan, USA
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Tongtong A Zhu
- Department of Psychiatry/Mental Health, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, California, USA
| | - Ali Najafian Jazi
- Department of Psychiatry/Mental Health, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, California, USA
| | - David A Ganz
- Center for the Study of Healthcare Innovation, Implementation, & Policy, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
- Department of Psychology, Wayne State University, Detroit, Michigan, USA
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
- Geriatric Research, Education, and Clinical Center, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Rebecca J Melrose
- Department of Psychiatry/Mental Health, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, California, USA
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Hamilton NA, Russell J, Hamadah K, Youngren W, Toon A, Nguyen TA, Joles K. Screening for Comorbidity of Sleep Disorders in Career Firefighters. J Occup Environ Med 2024; 66:43-50. [PMID: 37853663 DOI: 10.1097/jom.0000000000002993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2023]
Abstract
BACKGROUND The purpose of this study was to assess the prevalence and sequelae of insomnia, obstructive sleep apnea (OSA), and comorbid OSA and insomnia (COMISA). METHOD In the morning, after a shift end, Midwest career firefighters ( N = 89) in a midsized city completed an electronic battery of questionnaire to screen for OSA, daytime sleepiness, insomnia, presleep arousal, nightmares, mental and physical health symptoms, and a one-night sleep diary. RESULTS Prevalence of firefighters exceeding screening thresholds: OSA: 54%; insomnia: 30%; COMISA: 17%; four or more nightmares per month: 15%. Firefighters who met criteria for COMISA had shorter total sleep time, less restful and worse sleep quality, higher depression and anxiety symptoms, and presleep arousal symptoms than firefighters without self-reported sleep problems. CONCLUSIONS Many firefighters are at elevated risk of individual behavioral sleep disorders, COMISA, and daytime dysfunction.
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Affiliation(s)
- Nancy A Hamilton
- From the University of Kansas, Lawrence, Kansas (N.A.H., J.R., K.H., W.Y., A.T., T.A.N.); and Lawrence, Douglas County Fire and Medical, Lawrence, Kansas (K.J.)
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Lapin B, Li Y, Davin S, Stilphen M, Johnson JK, Benzel E, Habboub G, Katzan IL. Comparison of stratification techniques for optimal management of patients with chronic low back pain in spine clinics. Spine J 2023; 23:1334-1344. [PMID: 37149152 DOI: 10.1016/j.spinee.2023.04.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 04/27/2023] [Indexed: 05/08/2023]
Abstract
BACKGROUND CONTEXT Identifying optimal stratification techniques for subgrouping patients with low back pain (LBP) into treatment groups for the purpose of identifying optimal management and improving clinical outcomes is an important area for further research. PURPOSE Our study aimed to compare performance of the STarT Back Tool (SBT) and 3 stratification techniques involving PROMIS domain scores for use in patients presenting to a spine clinic for chronic LBP. STUDY DESIGN Retrospective cohort study. PATIENT SAMPLE Adult patients with chronic LBP seen in a spine center between November 14, 2018 and May 14, 2019 who completed patient-reported outcomes (PROs) as part of routine care, and were followed up with completed PROs 1 year later. OUTCOME MEASURES Four stratification techniques, including SBT, and 3 PROMIS-based techniques: the NIH Task Force recommended Impact Stratification Score (ISS), symptom clusters based on latent class analysis (LCA), and SPADE symptom clusters. METHODS The 4 stratification techniques were compared according to criterion validity, construct validity, and prognostic utility. For criterion validity, overlap in characterization of mild, moderate, and severe subgroups were compared to SBT, which was considered the gold standard, using quadratic weighted kappa statistic. Construct validity compared techniques' ability to differentiate across disability groups defined by modified Oswestry LBP Disability Questionnaire (MDQ), median days in the past month unable to complete activities of daily living (ADLs), and worker's compensation using standardized mean differences (SMD). Prognostic utility was compared based on the techniques' ability to predict long-term improvement in outcomes, defined as improvement in global health and MDQ at 1-year. RESULTS There were 2,246 adult patients with chronic LBP included in our study (mean age 61.0 [SD 14.0], 55.0% female, 83.4% white). All stratification techniques resulted in roughly a third of patients grouped into mild, moderate, and severe categories, with ISS and LCA demonstrating substantial agreement with SBT, while SPADE had moderate agreement. Construct validity was met for all techniques, with large effects demonstrated between mild and severe categories for differentiating MDQ, ADLs, and worker's compensation disability groups (SMD range 0.57-2.48). All stratification techniques demonstrated ability to detect improvement by 1-year, with severe groups experiencing the greatest improvement in multivariable logistic regression models. CONCLUSIONS All 4 stratification techniques demonstrated validity and prognostic utility for subgrouping patients with chronic LBP based on risk of long-term disability. ISS and LCA symptom clusters may be the optimal methods given the improved feasibility of including only a few relevant PROMIS domains. Future research should investigate multidisciplinary treatment approaches to target mild, moderate, and severe patients based on these techniques.
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Affiliation(s)
- Brittany Lapin
- Center for Outcomes Research and Evaluation, Neurological Institute, Cleveland Clinic, 9500 Euclid Ave, JJ3-603, Cleveland, OH 44195, USA; Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Ave, JJ3-603, Cleveland, OH 44195, USA.
| | - Yadi Li
- Center for Outcomes Research and Evaluation, Neurological Institute, Cleveland Clinic, 9500 Euclid Ave, JJ3-603, Cleveland, OH 44195, USA; Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Ave, JJ3-603, Cleveland, OH 44195, USA
| | - Sara Davin
- Center for Spine Health, Neurological Institute, Cleveland Clinic, 9500 Euclid Ave, JJ3-603, Cleveland, OH 44195, USA
| | - Mary Stilphen
- Department of Rehabilitation and Sports Therapy, Neurological Institute, Cleveland Clinic, 9500 Euclid Ave, JJ3-603, Cleveland, OH 44195, USA
| | - Joshua K Johnson
- Department of Rehabilitation and Sports Therapy, Neurological Institute, Cleveland Clinic, 9500 Euclid Ave, JJ3-603, Cleveland, OH 44195, USA; Department of Physical Medicine and Rehabilitation, Neurological Institute, Cleveland Clinic, 9500 Euclid Ave, JJ3-603, Cleveland, OH 44195, USA; Center for Value-Based Care Research, Community Care, Cleveland Clinic, 9500 Euclid Ave, JJ3-603, Cleveland, OH 44195, USA
| | - Edward Benzel
- Center for Spine Health, Neurological Institute, Cleveland Clinic, 9500 Euclid Ave, JJ3-603, Cleveland, OH 44195, USA
| | - Ghaith Habboub
- Center for Spine Health, Neurological Institute, Cleveland Clinic, 9500 Euclid Ave, JJ3-603, Cleveland, OH 44195, USA
| | - Irene L Katzan
- Center for Outcomes Research and Evaluation, Neurological Institute, Cleveland Clinic, 9500 Euclid Ave, JJ3-603, Cleveland, OH 44195, USA
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Highland KB, Kent M, McNiffe N, Patzkowski JC, Patzkowski MS, Kane A, Giordano NA. Longitudinal Predictors of PROMIS Satisfaction With Social Roles and Activities After Shoulder and Knee Sports Orthopaedic Surgery in United States Military Servicemembers: An Observational Study. Orthop J Sports Med 2023; 11:23259671231184834. [PMID: 37529526 PMCID: PMC10387780 DOI: 10.1177/23259671231184834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 04/11/2023] [Indexed: 08/03/2023] Open
Abstract
Background Satisfaction with social roles and activities is an important outcome for postsurgical rehabilitation and quality of life but not commonly assessed. Purpose To evaluate longitudinal patterns of the Patient-Reported Outcomes Measurement Information System (PROMIS) Satisfaction with Social Roles and Activities measure, including how it relates to other biopsychosocial factors, before and up to 6 months after sports-related orthopaedic surgery. Study Design Cohort study (diagnosis); Level of evidence, 3. Methods Participants (N = 223) who underwent knee and shoulder sports orthopaedic surgeries between August 2016 and October 2020 completed PROMIS computer-adaptive testing item banks and pain-related measures before surgery and at 6-week, 3-month, and 6-month follow-ups. In a generalized additive mixed model, covariates included time point; peripheral nerve block; the PROMIS Anxiety, Sleep Disturbance, and Pain Behavior measures; and previous 24-hour pain intensity. Patient-reported outcomes were modeled as nonlinear (smoothed) effects. Results The linear (estimate, 2.06; 95% CI, 0.77-3.35; P = .002) and quadratic (estimate, 2.93; 95% CI, 1.78-4.08; P < .001) effects of time, as well the nonlinear effects of PROMIS Anxiety (P < .001), PROMIS Sleep Disturbance (P < .001), PROMIS Pain Behavior (P < .001), and pain intensity (P = .02), were significantly associated with PROMIS Satisfaction with Social Roles and Activities. The cubic effect of time (P = .06) and peripheral nerve block (P = .28) were not. The proportion of patients with a 0.5-SD improvement in the primary outcome increased from 23% at 6 weeks to 52% by 6 months postsurgery, whereas those reporting worsening PROMIS Satisfaction with Social Roles and Activities decreased from 30% at 6 weeks to 13% at 6 months. Conclusion The PROMIS Satisfaction with Social Roles and Activities measure was found to be related to additional domains of function (eg, mental health, behavioral, pain) associated with postsurgical rehabilitation.
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Affiliation(s)
- Krista B. Highland
- Department of Anesthesiology, Defense and Veterans Center for Integrative Pain Management, Uniformed Services University, Bethesda, Maryland, USA
| | - Michael Kent
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina, USA
| | - Nicholas McNiffe
- School of Medicine, Uniformed Services University, Bethesda, Maryland, USA
- Department of Anesthesiology, Brooke Army Medical Center, Fort Sam Houston, Texas, USA
| | - Jeanne C. Patzkowski
- Department of Orthopaedic Surgery, Brooke Army Medical Center, Fort Sam Houston, Texas, USA
| | - Michael S. Patzkowski
- Department of Anesthesiology, Defense and Veterans Center for Integrative Pain Management, Uniformed Services University, Bethesda, Maryland, USA
- Department of Anesthesiology, Brooke Army Medical Center, Fort Sam Houston, Texas, USA
| | - Alexandra Kane
- Department of Anesthesiology, Defense and Veterans Center for Integrative Pain Management, Uniformed Services University, Bethesda, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc, Bethesda, Maryland, USA
| | - Nicholas A. Giordano
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, Georgia, USA
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Lapin B, Davin S, Stilphen M, Johnson JK, Benzel E, Habboub G, Katzan IL. Stratification of Spine Patients based on Self-Reported Clinical Symptom Classes: Evaluation of Long-Term Outcomes and Subsequent Interventions. NORTH AMERICAN SPINE SOCIETY JOURNAL (NASSJ) 2023; 14:100205. [PMID: 36970061 PMCID: PMC10031537 DOI: 10.1016/j.xnsj.2023.100205] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 02/14/2023] [Accepted: 02/14/2023] [Indexed: 02/24/2023]
Abstract
Background Prior work by our group developed a stratification tool based on four PROMIS domains for patients with low back pain (LBP). Our study aimed to evaluate the ability of our previously developed symptom classes to predict long-term outcomes, and determine whether there were differential treatment effects by intervention. Methods This was a retrospective cohort study of adult patients with LBP seen in spine clinics in a large health system between November 14, 2018 and May 14, 2019 who completed patient-reported outcomes as part of routine care at baseline and again at 12-months follow-up. Latent class analysis identified symptom classes based on PROMIS domain scores (physical function, pain interference, social role satisfaction, and fatigue) that were ≥1 standard deviation worse (meaningfully worse) than the general population. The ability of the profiles to predict long-term outcomes at 12-months was evaluated through multivariable models. Differences in outcomes by subsequent treatments (physical therapy, specialist visits, injections, and surgery) were investigated. Results There were 3,236 adult patients (average age 61.1 ± 14.2, 55.4% female) included in the study with three distinct classes identified: mild symptoms (n = 986, 30.5%), mixed (n = 798, 24.7%) with poor scores on physical function and pain interference but better scores on other domains, and significant symptoms (n = 1,452, 44.9%). The classes were significantly associated with long-term outcomes, with patients with significant symptoms improving the most across all domains. Utilization differed across classes, with the mixed symptom class receiving more PT and injections and significant symptom class receiving more surgeries and specialist visits. Conclusions Patients with LBP have distinct clinical symptom classes which could be utilized to stratify patients into groups based on risk of future disability. These symptom classes can also be used to provide estimates of the effectiveness of different interventions, further increasing the clinical utility of these classes in standard care.
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Affiliation(s)
- Brittany Lapin
- Center for Outcomes Research and Evaluation, Neurological Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
- Corresponding author. Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Ave, JJ3-603, Cleveland, OH 44195, USA. Tel.: (216)-308-5259; fax: (216)-636-1040.
| | - Sara Davin
- Center for Spine Health, Neurological Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
| | - Mary Stilphen
- Department of Rehabilitation and Sports Therapy, Neurological Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
| | - Joshua K. Johnson
- Department of Rehabilitation and Sports Therapy, Neurological Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
- Department of Physical Medicine and Rehabilitation, Neurological Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
- Center for Value-Based Care Research, Community Care, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
| | - Edward Benzel
- Center for Spine Health, Neurological Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
| | - Ghaith Habboub
- Center for Spine Health, Neurological Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
| | - Irene L. Katzan
- Center for Outcomes Research and Evaluation, Neurological Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
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McGrath KA, Thompson NR, Fisher E, Kanasz J, Golubovsky JL, Steinmetz MP. Quality-of-life and postoperative satisfaction following pseudoarthrectomy in patients with Bertolotti syndrome. Spine J 2022; 22:1292-1300. [PMID: 35189349 DOI: 10.1016/j.spinee.2022.02.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Revised: 01/11/2022] [Accepted: 02/14/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Bertolotti syndrome is a clinical diagnosis given to patients with back pain arising from a lumbosacral transitional vertebra (LSTV). A particular class of LSTV involves a pseudoarticulation between the fifth lumbar transverse process and the sacral ala, and surgical resection of the pseudoarticulation may be offered to patients failing conservative management. Bertolotti syndrome is still not well understood, particularly regarding how patients respond to surgical resection of the LSTV pseudoarticulation. PURPOSE To examine change in quality-of-life (QOL) and patient satisfaction following surgical resection of the LSTV pseudoarticulation in patients with Bertolotti syndrome. DESIGN Ambidirectional observational cohort study of patients seen at a single institution's tertiary spine center over a 10-year period. PATIENT SAMPLE Cohort consisted of 31 patients with Bertolotti Syndrome who underwent surgical resection of the pseudoarticulation. OUTCOME MEASURES Preoperative and postoperative Patient-Reported Outcomes Measurement Information System Global Health (PROMIS-GH) Mental and Physical Health T-scores, and a single-item postoperative satisfaction questionnaire. METHODS Patients were identified through diagnostic and procedural codes. Immediate preoperative PROMIS-GH scores available in the chart were gathered retrospectively, and postoperative PROMIS-GH and satisfaction scores were gathered prospectively through a mail-in survey. RESULTS Mean (SD) improvement of PROMIS-GH Physical Health T-score was 8.7 (10.5) (p<.001). Mean (SD) improvement of PROMIS-GH Mental Health T-scores was 5.9 (9.2) (p=.001). When stratifying PROMIS-GH T-scores by response to the patient satisfaction survey, there were significant group differences in mean change for Physical Health T-scores (p<.001), and Mental Health T-score (p=.009). Patients who stated, "The treatment met my expectations" had much greater mean improvement in the PROMIS-GH T-scores. CONCLUSIONS Patients undergoing a pseudoarticulation resection procedure may experience a significant improvement in quality-of-life as measured by PROMIS-GH Mental and Physical Health.
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Affiliation(s)
- Kyle A McGrath
- Department of Neurosurgery, Center for Spine Health, Neurological Institute, Cleveland Clinic Foundation, Cleveland, OH, USA.
| | - Nicolas R Thompson
- Department of Quantitative Health Sciences, Cleveland Clinic Foundation, Cleveland, OH, USA; Center for Outcomes Research and Evaluation, Neurological Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Emily Fisher
- Department of Neurosurgery, Center for Spine Health, Neurological Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Joseph Kanasz
- Center for Medical Art and Photography, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Joshua L Golubovsky
- Department of Neurosurgery, Hospitals of the University of Pennsylvania, Philadelphia, PA, USA
| | - Michael P Steinmetz
- Department of Neurosurgery, Center for Spine Health, Neurological Institute, Cleveland Clinic Foundation, Cleveland, OH, USA; Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Education Institute, Cleveland Clinic, Cleveland, OH, USA
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13
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Thompson NR, Lapin BR, Steinmetz MP, Benzel EC, Katzan IL. Mapping PROMIS physical function and pain interference to the modified low back pain disability questionnaire. Qual Life Res 2022; 31:3467-3482. [PMID: 35794422 DOI: 10.1007/s11136-022-03174-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/14/2022] [Indexed: 10/17/2022]
Abstract
PURPOSE The Modified Low Back Pain Disability Questionnaire (MDQ) is a commonly used tool to assess functioning of patients with low back pain (LBP). Recently, the Patient-Reported Outcomes Measurement Information System (PROMIS) was suggested as an alternative platform to assess LBP patient-reported health. We sought to map between the MDQ and PROMIS Physical Function (PROMIS-PF) and Pain Interference (PROMIS-PI) scales using multiple methods. METHODS In a retrospective analysis of LBP patients seen at Cleveland Clinic 11/14/18-12/11/19, T-scores from each PROMIS scale were mapped to MDQ total score individually and together. MDQ item and total scores were mapped to each PROMIS scale. Linear regression as well as linear and equipercentile equating were used. Split sample internal validation using root mean squared error (RMSE), mean absolute error (MAE), and correlations were used to assess accuracy of mapping equations. RESULTS 13585 patients completed the three scales. In the derivation cohort, average age was 59.0 (SD = 15.8); 53.3% female and 82.9% white. Average MDQ total, PROMIS-PF, and PROMIS-PI T-scores were 40.3 (SD = 19.0), 37.2 (SD = 7.6), and 62.9 (SD = 7.2), respectively. For estimating MDQ total scores, methods that used both PROMIS-PF and PROMIS-PI had closest estimated means, lowest RMSE and MAE, and highest correlations. For estimating each of PROMIS-PF and PROMIS-PI T-scores, the best performing method was equipercentile equating using the MDQ items. CONCLUSIONS We created and internally validated maps between MDQ and PROMIS-PF and PROMIS-PI using linear regression, linear and equipercentile equating. Our equations can be used by researchers wishing to translate scores between these scales.
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Affiliation(s)
- Nicolas R Thompson
- Department of Quantitative Health Sciences, Cleveland Clinic, 9500 Euclid Avenue, JJN3-1, Cleveland, OH, 44195, USA. .,Center for Outcomes Research and Evaluation, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA.
| | - Brittany R Lapin
- Department of Quantitative Health Sciences, Cleveland Clinic, 9500 Euclid Avenue, JJN3-1, Cleveland, OH, 44195, USA.,Center for Outcomes Research and Evaluation, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Michael P Steinmetz
- Center for Spine Health, Cleveland Clinic, Cleveland, OH, USA.,Department of Neurosurgery, Cleveland Clinic, Cleveland, OH, USA.,Cleveland Clinic Lerner College of Medicine, Cleveland Clinic, Cleveland, OH, USA
| | - Edward C Benzel
- Center for Spine Health, Cleveland Clinic, Cleveland, OH, USA
| | - Irene L Katzan
- Center for Outcomes Research and Evaluation, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
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Craner JR, Lake ES, Barr AC, Kirby KE, O'Neill M. Childhood Adversity among Adults with Chronic Pain: Prevalence and Association with Pain-Related Outcomes. Clin J Pain 2022; 38:551-561. [PMID: 35777964 DOI: 10.1097/ajp.0000000000001054] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 06/16/2022] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Adverse childhood experiences (ACEs) have been linked to the development and impact of chronic pain in adulthood. The goal of this study was to investigate the prevalence of ACEs in a treatment-seeking sample of adults with chronic pain and the relationship between number and type(s) of ACEs and pain-related outcomes. METHODS Adults (N=1794) presenting for treatment at a multidisciplinary pain management center completed self-report measures of childhood adversity, pain, functioning, emotional distress, and adjustment to pain. RESULTS Participants endorsing ≥4 ACEs had significantly worse pain-related outcomes and lower quality of life compared to individuals reporting fewer ACEs. Having ≥3 ACEs was associated with higher anxiety and depression levels. Experiences of childhood neglect negatively affected mental health-related outcomes independent of number of ACEs. Significant sex differences were found in the number and type of ACEs reported, but not in the relationship between ACEs and outcome variables. CONCLUSION Findings suggest that the number and type of self-reported ACE(s) are associated with pain-related variables and psychosocial functioning in adults with chronic pain. Results highlight the importance of assessment of ACEs and trauma-informed care with patients with chronic pain.
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Affiliation(s)
- Julia R Craner
- Mary Free Bed Rehabilitation Hospital, 235 Wealthy St. SE, Grand Rapids, MI 49503.,Michigan State University College of Human Medicine, 15 Michigan St. NE, Grand Rapids, MI 49503
| | - Eric S Lake
- Mary Free Bed Rehabilitation Hospital, 235 Wealthy St. SE, Grand Rapids, MI 49503.,Michigan State University College of Human Medicine, 15 Michigan St. NE, Grand Rapids, MI 49503
| | - Aex C Barr
- Mary Free Bed Rehabilitation Hospital, 235 Wealthy St. SE, Grand Rapids, MI 49503.,Michigan State University College of Human Medicine, 15 Michigan St. NE, Grand Rapids, MI 49503
| | - Krissa E Kirby
- Mary Free Bed Rehabilitation Hospital, 235 Wealthy St. SE, Grand Rapids, MI 49503
| | - Mariceli O'Neill
- Mary Free Bed Rehabilitation Hospital, 235 Wealthy St. SE, Grand Rapids, MI 49503
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Stratification of spine patients based on self-reported clinical symptom classes. Spine J 2022; 22:1131-1138. [PMID: 35189348 DOI: 10.1016/j.spinee.2022.02.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 01/17/2022] [Accepted: 02/14/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Improving prognostic stratification for patients with low back pain (LBP) outside of a primary care setting has been identified as an important area for further research. PURPOSE Our study aimed to identify clinical symptom classes of patients presenting to a spine clinic based on 4 Patient Reported Outcome Measurement Information System (PROMIS) domains and evaluate demographic and clinical differences across classes. STUDY DESIGN An observational cross-sectional study of patients seen in spine centers at a large health system. PATIENT SAMPLE Adult patients with LBP seen in a spine center between November 14, 2018 and May 14, 2019 who completed patient-reported outcomes as part of routine care. OUTCOME MEASURES PROMIS physical function, pain interference, satisfaction with social roles and activities, and fatigue. METHODS Latent class analysis identified symptom classes based on PROMIS domain scores ≥1 standard deviation worse (meaningfully worse) than the general population. A multivariable multinomial logistic regression model was constructed to evaluate differences in symptom classes based on demographics and socioeconomic characteristics. Lastly, the ability of the profiles to discriminate across levels of disability, based on the modified Oswestry Disability Questionnaire (ODI), was evaluated. RESULTS There were 7,144 adult patients included in the study who visited spine clinics for a primary complaint of LBP and completed all 4 PROMIS domains (age 58.7±15.9, 54% female). Three distinct classes were identified. Class 1 ("Significant Symptoms," n=3238) had PROMIS scores that were meaningfully worse than the population average for all domains. Class 2 ("Mixed Symptoms," n=1366) had meaningfully worse scores on physical function and pain interference but average scores on other domains. Class 3 ("Mild Symptoms," n=2540) had average scores across all domains. Compared to patients in Class 3, those in Class 2 were more likely older, and those in Classes 1 and 2 were more likely to be divorced, have lower household income, and no employment. Level of disability was significantly different across each class (average (SD) ODI for Classes 1-3: 53.4 (14.3), 39.9 (12.5), 22.9 (12.1), p<.01). CONCLUSIONS Patients presenting to specialty clinics for LBP demonstrate distinct clinical symptom classes which could be utilized to inform specific symptom-based treatment. Future research should evaluate the ability of these classes to predict long-term disability.
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16
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Emergency department evaluation, treatment, and functional outcomes among patients presenting with low back pain. Am J Emerg Med 2022; 59:37-41. [PMID: 35777258 DOI: 10.1016/j.ajem.2022.06.048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 06/22/2022] [Accepted: 06/22/2022] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVES Low back pain (LBP) leads to more than 4.3 million emergency department (ED) visits annually. Despite the number of ED visits for LBP, emergency medicine societies have not established clear guidelines for the evaluation and care of these patients. This study aims to describe patterns in the evaluation, treatment, and outcomes of patients presenting to an urban, academic ED for atraumatic LBP. METHODS We prospectively identified a convenience sample of patients presenting with LBP to the University of Utah Hospital ED between January 2017 and June 2018. We collected baseline demographic information and calculated the Patient-Reported Outcomes Measurement Information System Physical Function Short Form 12a (PROMIS PFSF-12a) score to assess patient function and mobility (50 = average PROMIS PFSF-12a score, with higher scores indicating better function). We contacted patients 6 weeks after the ED visit to assess outpatient follow-up and functional outcomes. RESULTS Over the 18-month study period, 103 patients presented with a chief complaint of LBP and agreed to participate in the study. Average age of the cohort was 48.5 years (SD = 18.3) and 55 (53.4%) were female. Notably, 61 patients (59.2%) had been seen previously in the ED for LBP and 32 (31.1%) had received an opioid for LBP in the preceding 3 months. In the ED, 35.9% of patient received an opioid while 18.5% had an opioid prescription at discharge. While in the ED, 37 (35.9%) had an x-ray and 47 (45.6%) underwent computed tomography or magnetic resonance imaging. At 6-week follow-up, 22 of 68 (32.4%) patients reported having missed work due to pain. PROMIS PFSF-12a score improved from 32.2 ("low" range) at time of ED visit to 42.0 ("low-average" range) at the 6-week follow up. Regarding outpatient follow-up after the ED visit, 22 patients (21.4%) saw a primary care provider, 12 patients (17.8%) saw orthopedics or neurosurgery, and 8 patients (11.8%) attended physical therapy. CONCLUSIONS Patients receiving ED care for LBP had a significant improvement in PROMIS PFSF-12a scores 6 weeks after the ED but return to function continued to lag despite interventions. Imaging patterns, medication prescriptions, and outpatient follow-up varied widely, emphasizing the needs for clear guidelines and treatment pathways for ED patients with LBP.
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Kannenberg A, Morris AR, Hibler KD. Free-Living User Perspectives on Musculoskeletal Pain and Patient-Reported Mobility With Passive and Powered Prosthetic Ankle-Foot Components: A Pragmatic, Exploratory Cross-Sectional Study. FRONTIERS IN REHABILITATION SCIENCES 2022; 2:805151. [PMID: 36188863 PMCID: PMC9397861 DOI: 10.3389/fresc.2021.805151] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 12/22/2021] [Indexed: 11/13/2022]
Abstract
Introduction Studies with a powered prosthetic ankle-foot (PwrAF) found a reduction in sound knee loading compared to passive feet. Therefore, the aim of the present study was to determine whether anecdotal reports on reduced musculoskeletal pain and improved patient-reported mobility were isolated occurrences or reflect a common experience in PwrAF users. Methods Two hundred and fifty individuals with transtibial amputation (TTA) who had been fitted a PwrAF in the past were invited to an online survey on average sound knee, amputated side knee, and low-back pain assessed with numerical pain rating scales (NPRS), the PROMIS Pain Interference scale, and the PLUS-M for patient-reported mobility in the free-living environment. Subjects rated their current foot and recalled the ratings for their previous foot. Recalled scores were adjusted for recall bias by clinically meaningful amounts following published recommendations. Statistical comparisons were performed using Wilcoxon's signed rank test. Results Forty-six subjects, all male, with unilateral TTA provided data suitable for analysis. Eighteen individuals (39%) were current PwrAF users, whereas 28 subjects (61%) had reverted to a passive foot. After adjustment for recall bias, current PwrAF users reported significantly less sound knee pain than they recalled for use of a passive foot (−0.5 NPRS, p = 0.036). Current PwrAF users who recalled sound knee pain ≥4 NPRS with a passive foot reported significant and clinically meaningful improvements in sound knee pain (−2.5 NPRS, p = 0.038) and amputated side knee pain (−3 NPRS, p = 0.042). Current PwrAF users also reported significant and clinically meaningful improvements in patient-reported mobility (+4.6 points PLUS-M, p = 0.016). Individuals who had abandoned the PwrAF did not recall any differences between the feet. Discussion Current PwrAF users reported significant and clinically meaningful improvements in patient-reported prosthetic mobility as well as sound knee and amputated side knee pain compared to recalled mobility and pain with passive feet used previously. However, a substantial proportion of individuals who had been fitted such a foot in the past did not recall improvements and had reverted to passive feet. The identification of individuals with unilateral TTA who are likely to benefit from a PwrAF remains a clinical challenge and requires further research.
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Affiliation(s)
- Andreas Kannenberg
- Department of Clinical Research and Services, Otto Bock Healthcare LP, Austin, TX, United States
- *Correspondence: Andreas Kannenberg
| | - Arri R. Morris
- Department of Clinical Research and Services, Otto Bock Healthcare LP, Austin, TX, United States
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Flynn DM, McQuinn H, Burke L, Steffen A, Fairchok A, Snow T, Doorenbos AZ. Use of Complementary and Integrative Health Therapies Prior to Intensive Functional Restoration in Active Duty Service Members with Chronic Pain. PAIN MEDICINE 2021; 23:844-856. [PMID: 34791423 DOI: 10.1093/pm/pnab326] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 10/09/2021] [Accepted: 10/24/2021] [Indexed: 12/29/2022]
Abstract
OBJECTIVE Psychosocial factors are known to predict chronic pain, and the use of complementary and integrative health (CIH) therapies to address pain is emerging among military population. However, conflicting results on pain outcomes warrant additional research. This study aimed to (1) evaluate the benefit of adding a CIH pain management program to standard rehabilitative care (SRC), as compared to SRC alone, as precursor to an intensive functional restoration (FR) program; (2) identify factors that predict improvement in pain outcomes following treatment; and (3) determine the proportion of participants who experience clinically meaningful response. DESIGN Pragmatic randomized controlled clinical trial. Participants were randomized to a 3-week course of either SRC alone or SRC+CIH (stage 1), followed by a 3- to 6-week course of FR (stage 2). SETTING AND SUBJECTS Active duty service members with chronic pain. METHODS Participants completed either SRC alone or SRC+CIH (stage 1), followed by a course of FR (stage 2). Patient-reported and provider-determined outcomes were collected at baseline, after stage 1, and after stage 2. A covariance pattern model with unstructured residual covariance matrix was used to compare treatment arms while accounting for dependency due to repeated measurements. RESULTS A total of 210 service members participated. Most were Army (82%) and male (84%). Participants randomized to the SRC+CIH intervention had greater improvement in the pain impact score than those in the SRC alone group. Predictors of outcomes were baseline impact score, anger, depression, and educational status. CONCLUSIONS This study found that military service members with the highest pain impact benefit the most from interdisciplinary pain care.
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Affiliation(s)
| | | | - Larisa Burke
- College of Nursing, University of Illinois, Chicago, USA
| | - Alana Steffen
- College of Nursing, University of Illinois, Chicago, USA
| | | | - Tyler Snow
- Madigan Army Medical Center, Washington, USA
| | - Ardith Z Doorenbos
- College of Nursing, University of Illinois, Chicago, USA.,Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, USA
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Impact of Clostridioides difficile infection on patient-reported quality of life. Infect Control Hosp Epidemiol 2021; 43:1339-1344. [PMID: 34615561 DOI: 10.1017/ice.2021.413] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
OBJECTIVE We investigated the quality of life (QoL) of patients hospitalized with C. difficile infection (CDI). DESIGN Prospective survey study. SETTING US tertiary-care referral center, acute-care setting. PARTICIPANTS Adults hospitalized with a diagnosis of CDI, defined as ≥3 episodes of unformed stool in 24 hours and a positive laboratory test for C. difficile. METHODS We surveyed patients from July 2019 to March 2020 using the disease-specific Cdiff32 questionnaire and the generic PROMIS GH survey. We compared differences in Cdiff32 scores among demographic and clinical subgroups (including CDI severity, CDI recurrence, and various comorbidities) using 2-sample t tests. We compared PROMIS GH scores to the general population T score of 50 using 1-sample t tests. We performed multivariable linear regression to identify predictors of Cdiff32 scores. RESULTS In total, 100 inpatients (mean age, 58.6 ±17.1 years; 53.0% male; 87.0% white) diagnosed with CDI completed QoL surveys. PROMIS GH physical health summary scores (T = 37.3; P < .001) and mental health summary scores (T = 43.4; P < .001) were significantly lower than those of the general population. In bivariate analysis, recurrent CDI, severe CDI, and number of stools were associated with lower Cdiff32 scores. In multivariable linear regression, recurrent CDI, severe CDI, and each additional stool in the previous 24 hours were associated with significantly decreased Cdiff32 scores. CONCLUSIONS Patients hospitalized with CDI reported low scores on the Cdiff32 and PROMIS GH, demonstrating a negative impact of CDI on QoL in multiple health domains. The Cdiff32 questionnaire is particularly sensitive to QoL changes in patients with recurrent or severe disease.
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Pak SS, Miller MJ, Cheuy VA. Use of the PROMIS-10 global health in patients with chronic low back pain in outpatient physical therapy: a retrospective cohort study. J Patient Rep Outcomes 2021; 5:81. [PMID: 34487270 PMCID: PMC8421489 DOI: 10.1186/s41687-021-00360-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 08/26/2021] [Indexed: 01/03/2023] Open
Abstract
Background Although evidence-based guidelines for physical therapy for patients with chronic low back pain (cLBP) are available, selecting patient-reported outcome measures to capture complexity of health status and quality of life remains a challenge. PROMIS-10 Global Health (GH) may be used to screen for impactful health risks and enable patient-centered care. The purpose of this study was to investigate the interrelationships between PROMIS-10 GH scores and patient demographics, health status, and healthcare utilization in patients with cLBP who received physical therapy. Methods A retrospective review of de-identified electronic health records of patients with cLBP was performed. Data were collected for 328 patients seen from 2017 to 2020 in three physical therapy clinics. Patients were grouped into HIGH and LOW initial assessment scores on the PROMIS-10 Global Physical Health (PH) and Global Mental Health (MH) measures. Outcomes of interest were patient demographics, health status, and healthcare utilization. Mann–Whitney U and chi-square tests were used to determine differences between groups, and binary logistic regression was used to calculate odds ratios (OR) to determine predictors of PH-LOW and MH-LOW group assignments. Results The PH-LOW and MH-LOW groups contained larger proportions of patients who were African American, non-Hispanic, and non-commercially insured compared to PH-HIGH and MH-HIGH groups (p < .05). The PH-LOW and MH-LOW groups also had a higher Charlson comorbidity index (CCI), higher rates of diabetes and depression, and more appointment cancellations or no-shows (p < .05). African American race (OR 2.54), other race (2.01), having Medi-Cal insurance (OR 3.37), and higher CCI scores (OR 1.55) increased the likelihood of being in the PH-LOW group. African American race (OR 3.54), having Medi-Cal insurance (OR 2.19), depression (OR 3.15), kidney disease (OR 2.66), and chronic obstructive pulmonary disease (OR 1.92) all increased the likeihood of being in the MH-LOW group. Conclusions Our study identified groups of patients with cLBP who are more likely to have lower PH and MH scores. PROMIS-10 GH provides an opportunity to capture and identify quality of life and global health risks in patients with cLBP. Using PROMIS-10 in physical therapy practice could help identify psychosocial factors and quality of life in the population with cLBP.
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Affiliation(s)
- Sang S Pak
- Department of Physical Therapy and Rehabilitation Science, University of California San Francisco, 1500 Owens St., Suite 400, San Francisco, CA, 94158, USA.
| | - Matthew J Miller
- Department of Physical Therapy and Rehabilitation Science, University of California San Francisco, 1500 Owens St., Suite 400, San Francisco, CA, 94158, USA.,Division of Geriatrics, University of California, San Francisco, CA, USA
| | - Victor A Cheuy
- Department of Physical Therapy and Rehabilitation Science, University of California San Francisco, 1500 Owens St., Suite 400, San Francisco, CA, 94158, USA.,Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA, USA
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21
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Haladay D, Swisher L, Hardwick D. Goal attainment scaling for patients with low back pain in rehabilitation: A systematic review. Health Sci Rep 2021; 4:e378. [PMID: 34589616 PMCID: PMC8459028 DOI: 10.1002/hsr2.378] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 07/13/2021] [Accepted: 08/02/2021] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND AND AIMS Goal attainment scaling (GAS) has been widely applied to chronic conditions; however, only recently has it been used for patients with low back pain (LBP). The objectives of this systematic review were to (a) examine the characteristics and rigor of published studies of GAS in the rehabilitation of patients with LBP, (b) describe how GAS has been applied in patients with LBP, and (c) evaluate the responsiveness and validity of GAS as an outcome measure in patients with LBP. METHODS A systematic search of the CINAHL, PubMed, and MEDLINE databases was performed (1968 and 1 September 2020) in addition to hand searching. Studies including GAS procedures in patients with LBP during rehabilitation were included in the review. Two authors independently selected studies for inclusion and determined levels of evidence using the Oxford Levels of Evidence and rated each study for quality using the Newcastle-Ottawa scale and reporting transparency using the STROBE statement checklist. RESULTS Six Level IV and one Level III/IV study were included in this review (search produced 248 studies for review). These studies assessed GAS feasibility, validity, sensitivity, and association with other outcome measures in patients with LBP. Findings suggest that patients with LBP are able to identify and set individualized goals during GAS, while GAS may be more sensitive to change and may measure different aspects of the patient experience as compared with fixed-item patient-reported measures. Additionally, GAS may have a therapeutic effect while improving patient outcomes and may be associated with patient satisfaction. CONCLUSION Based on this review, GAS shows promise as a feasible patient-centered measure that may be more responsive to change than traditional outcome measures. However, GAS has been inadequately developed and validated for use during rehabilitation in patients with LBP.
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Affiliation(s)
- Douglas Haladay
- School of Physical Therapy and Rehabilitation SciencesUniversity of South Florida Morsani College of MedicineTampaFloridaUSA
| | - Laura Swisher
- School of Physical Therapy and Rehabilitation SciencesUniversity of South Florida Morsani College of MedicineTampaFloridaUSA
| | - Dustin Hardwick
- School of Physical Therapy and Rehabilitation SciencesUniversity of South Florida Morsani College of MedicineTampaFloridaUSA
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22
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Rabah NM, Khan HA, Winkelman RD, Levin JM, Mroz TE, Steinmetz MP. Key drivers of patient satisfaction with spine surgeons in the outpatient setting. J Neurosurg Spine 2021; 34:871-878. [PMID: 33740767 DOI: 10.3171/2020.9.spine201292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Accepted: 09/22/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The Consumer Assessment of Healthcare Providers and Systems Clinician & Group Survey (CG-CAHPS) was developed as a result of the value-based purchasing initiative by the Center for Medicare & Medicaid Services. It allows patients to rate their experience with their provider in the outpatient setting. These ratings are then reported in aggregate and made publicly available, allowing patients to make informed choices during physician selection. In this study, the authors sought to elucidate the primary drivers of patient satisfaction in the office-based spine surgery setting as represented by the CG-CAHPS. METHODS All patients who underwent lumbar spine surgery between 2009 and 2017 and completed a patient experience survey were studied. The satisfied group comprised patients who selected a top-box score (9 or 10) for overall provider rating (OPR) on the CG-CAHPS, while the unsatisfied group comprised the remaining patients. Demographic and surgical characteristics were compared using the chi-square test for categorical variables and the Student t-test for continuous variables. A multivariable logistic regression model was developed to analyze the association of patient and surgeon characteristics with OPR. Survey items were then added to the baseline model individually, adjusting for covariates. RESULTS The study population included 647 patients who had undergone lumbar spine surgery. Of these patients, 564 (87%) selected an OPR of 9 or 10 on the CG-CAHPS and were included in the satisfied group. Patient characteristics were similar between the two groups. The two groups did not differ significantly regarding patient-reported health status measures. After adjusting for potential confounders, the following survey items were associated with the greatest odds of selecting a top-box OPR: did this provider show respect for what you had to say? (OR 21.26, 95% CI 9.98-48.10); and did this provider seem to know the important information about your medical history? (OR 20.93, 95% CI 11.96-45.50). CONCLUSIONS The present study sought to identify the key drivers of patient satisfaction in the postoperative office-based spine surgery setting and found several important associations. After adjusting for potential confounders, several items relating to physician communication were found to be the strongest predictors of patient satisfaction. This highlights the importance of effective communication in the patient-provider interaction and elucidates avenues for quality improvement efforts in the spine care setting.
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Affiliation(s)
- Nicholas M Rabah
- 1Center for Spine Health, Cleveland Clinic
- 2Case Western Reserve University School of Medicine
- 3Department of Neurosurgery, Cleveland Clinic
- 4Department of Orthopedic Surgery, Cleveland Clinic, Cleveland, Ohio; and
| | - Hammad A Khan
- 1Center for Spine Health, Cleveland Clinic
- 2Case Western Reserve University School of Medicine
- 3Department of Neurosurgery, Cleveland Clinic
- 4Department of Orthopedic Surgery, Cleveland Clinic, Cleveland, Ohio; and
| | - Robert D Winkelman
- 1Center for Spine Health, Cleveland Clinic
- 3Department of Neurosurgery, Cleveland Clinic
| | - Jay M Levin
- 5Department of Orthopedic Surgery, Duke University Medical Center, Durham, North Carolina
| | - Thomas E Mroz
- 1Center for Spine Health, Cleveland Clinic
- 4Department of Orthopedic Surgery, Cleveland Clinic, Cleveland, Ohio; and
| | - Michael P Steinmetz
- 1Center for Spine Health, Cleveland Clinic
- 3Department of Neurosurgery, Cleveland Clinic
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23
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Khan HA, Rabah NM, Winkelman RD, Levin JM, Mroz TE, Steinmetz MP. The Impact of Preoperative Depression on Patient Satisfaction With Spine Surgeons in the Outpatient Setting. Spine (Phila Pa 1976) 2021; 46:184-190. [PMID: 33399438 DOI: 10.1097/brs.0000000000003763] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective review. OBJECTIVE The aim of this study was to examine the association between preoperative depression and patient satisfaction in the outpatient spine clinic after lumbar surgery. SUMMARY OF BACKGROUND DATA The Clinician and Group Assessment of Healthcare Providers and Systems (CG-CAHPS) survey is used to measure patient experience in the outpatient setting. CG-CAHPS scores may be used by health systems in physician incentive programs and quality improvement initiatives or by prospective patients when selecting spine surgeons. Although preoperative depression has been shown to predict poor patient-reported outcomes and less satisfaction with the inpatient experience following lumbar surgery, its impact on patient experience with spine surgeons in the outpatient setting remains unclear. METHODS Patients who underwent lumbar surgery and completed the CG-CAHPS survey at postoperative follow-up with their spine surgeon between 2009 and 2017 were included. Data were collected on patient demographics, Patient Health Questionnaire 9 (PHQ-9) scores, and Patient-Reported Outcome Measurement Information System Global Health Physical Health (PROMIS-GPH) subscores. Patients with preoperative PHQ-9 scores ≥10 (moderate-to-severe depression) were included in the depressed cohort. The association between preoperative depression and top-box satisfaction ratings on several dimensions of the CG-CAHPS survey was examined. RESULTS Of the 419 patients included in this study, 72 met criteria for preoperative depression. Depressed patients were less likely to provide top-box satisfaction ratings on CG-CAHPS metrics pertaining to physician communication and overall provider rating (OPR). Even after controlling for patient-level covariates, our multivariate analysis revealed that depressed patients had lower odds of reporting top-box OPR (odds ratio [OR]: 0.19, 95% confidence interval [CI]: 0.06-0.63, P = 0.007), feeling that their spine surgeon provided understandable explanations (OR: 0.32, 95% CI: 0.11-0.91, P = 0.032), and feeling that their spine surgeon provided understandable responses to their questions or concerns (OR: 0.19, 95% CI: 0.06-0.63, P = 0.007). CONCLUSION Preoperative depression is independently associated with lower OPR and satisfaction with spine surgeon communication in the outpatient setting after lumbar surgery.Level of Evidence: 3.
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Affiliation(s)
- Hammad A Khan
- Center for Spine Health, Cleveland Clinic, Cleveland, OH
- Case Western Reserve University School of Medicine, Cleveland, OH
- Department of Neurosurgery, Cleveland Clinic, Cleveland, OH
| | - Nicholas M Rabah
- Center for Spine Health, Cleveland Clinic, Cleveland, OH
- Case Western Reserve University School of Medicine, Cleveland, OH
- Department of Neurosurgery, Cleveland Clinic, Cleveland, OH
| | - Robert D Winkelman
- Center for Spine Health, Cleveland Clinic, Cleveland, OH
- Case Western Reserve University School of Medicine, Cleveland, OH
- Department of Neurosurgery, Cleveland Clinic, Cleveland, OH
| | - Jay M Levin
- Department of Orthopedic Surgery, Duke University Medical Center, Durham, NC
| | - Thomas E Mroz
- Center for Spine Health, Cleveland Clinic, Cleveland, OH
- Department of Orthopedic Surgery, Cleveland Clinic, OH
| | - Michael P Steinmetz
- Center for Spine Health, Cleveland Clinic, Cleveland, OH
- Department of Neurosurgery, Cleveland Clinic, Cleveland, OH
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24
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Phelps C, Bellon S, Hinkey M, Nash A, Boyd J, Cook CE, Garcia AN. Measurement properties of Patient-Reported Outcome Measures used to assess the sleep quality in adults with high prevalence chronic pain conditions: a systematic review. Sleep Med 2020; 74:315-331. [DOI: 10.1016/j.sleep.2020.06.028] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 06/15/2020] [Accepted: 06/22/2020] [Indexed: 11/26/2022]
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