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Pasqualini I, Huffman N, Klika A, Kamath AF, Higuera-Rueda CA, Deren ME, Murray TG, Piuzzi NS. Stepping Up Recovery: Integrating Patient-reported Outcome Measures and Wearable Technology for Rehabilitation Following Knee Arthroplasty. J Knee Surg 2024; 37:757-763. [PMID: 38677297 DOI: 10.1055/a-2315-8110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/29/2024]
Abstract
Improvement after knee arthroplasty (KA) is often measured using patient-reported outcome measures (PROMs). However, PROMs are limited due to their subjectivity. Therefore, wearable technology is becoming commonly utilized to objectively assess physical activity and function. We assessed the correlation between PROMs and step/stair flight counts in total (TKA) and partial knee arthroplasty (PKA) patients.Analysis of a multicenter, prospective, longitudinal cohort study investigating the collection of average daily step and stair flight counts, was performed. Subjects (N = 1,844 TKA patients and N = 489 PKA patients) completed the Knee Injury and Osteoarthritis Outcome Score for Joint Replacement (KOOS JR) and provided numerical rating scale pain scores pre- and postoperatively. Only patients who reported living in a multilevel home environment (N = 896 TKA patients and N = 258 PKA patients) were included in analysis of stair flight counts. Pearson correlation coefficients were calculated to determine correlations between variables.Among TKA patients, pain scores demonstrated a negative correlation to mean step counts at preoperative (r = -0.14, p < 0.0001) and 1-month follow-up (r = -0.14, p < 0.0001). Similar negative correlations were true for pain and stair flight counts at preoperative (r = -0.16, p < 0.0001) and 1-month follow-up (r = -0.11, p = 0.006). KOOS JR scores demonstrated weak positive correlations with mean step counts at preoperative (r = 0.19, p < 0.0001) and 1-month postoperative (r = 0.17, p < 0.0001). Similar positive correlations were true for KOOS JR scores and stair flight counts preoperatively (r = 0.13, p = 0.0002) and at 1-month postoperatively (r = 0.10, p = 0.0048). For PKA patients, correlations between pain and KOOS JR with step/stair counts demonstrated similar directionality.Given the correlation between wearable-generated data and PROMs, wearable technology may be beneficial in evaluating patient outcomes following KA. By combining subjective feedback with the objective data, health care providers can gain a holistic view of patients' progress and tailor treatment plans accordingly.
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Affiliation(s)
- Ignacio Pasqualini
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Nickelas Huffman
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Alison Klika
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Atul F Kamath
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | | | - Matthew E Deren
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Trevor G Murray
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Nicolas S Piuzzi
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
- Department of Biomedical Engineering, Cleveland Clinic Foundation, Cleveland, Ohio
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Goodman SM, Mannstadt I, Gibbons JAB, Rajan M, Bass A, Russell L, Mehta B, Figgie M, Parks ML, Venkatachalam S, Nowell WB, Brantner C, Lui G, Card A, Leung P, Tischler H, Young SR, Navarro-Millán I. Healthcare disparities: patients' perspectives on barriers to joint replacement. BMC Musculoskelet Disord 2023; 24:976. [PMID: 38110904 PMCID: PMC10726517 DOI: 10.1186/s12891-023-07096-0] [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] [Received: 05/16/2023] [Accepted: 12/05/2023] [Indexed: 12/20/2023] Open
Abstract
OBJECTIVE Racial and ethnic disparities in arthroplasty utilization are evident, but the reasons are not known. We aimed to identify concerns that may contribute to barriers to arthroplasty from the patient's perspective. METHODS We identified patients' concerns about arthroplasty by performing a mixed methods study. Themes identified during semi-structured interviews with Black and Hispanic patients with advanced symptomatic hip or knee arthritis were used to develop a questionnaire to quantify and prioritize their concerns. Multiple linear and logistic regression analyses were conducted to determine the association between race/ethnicity and the importance of each theme. Models were adjusted for sex, insurance, education, HOOS, JR/KOOS, JR, and discussion of joint replacement with a doctor. RESULTS Interviews with eight participants reached saturation and provided five themes used to develop a survey answered by 738 (24%) participants; 75.5% White, 10.3% Black, 8.7% Hispanic, 3.9% Asian/Other. Responses were significantly different between groups (p < 0.05). Themes identified were "Trust in the surgeon" "Recovery", "Cost/Insurance", "Surgical outcome", and "Personal suitability/timing". Compared to Whites, Blacks were two-fold, Hispanics four-fold more likely to rate "Trust in the surgeon" as very/extremely important. Blacks were almost three times and Hispanics over six times more likely to rate "Recovery" as very/extremely important. CONCLUSION We identified factors of importance to patients that may contribute to barriers to arthroplasty, with marked differences between Blacks, Hispanics, and Whites.
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Affiliation(s)
- Susan M Goodman
- Department of Medicine, Weill Cornell Medicine, New York, NY, 10021, USA.
- Department of Rheumatology, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA.
| | - Insa Mannstadt
- Department of Rheumatology, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA
| | - J Alex B Gibbons
- Department of Medicine, Columbia University Vagelos Physician of College and Surgeons, New York, NY, USA
| | - Mangala Rajan
- Department of Medicine, Weill Cornell Medicine, New York, NY, 10021, USA
| | - Anne Bass
- Department of Rheumatology, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA
| | - Linda Russell
- Department of Rheumatology, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA
| | - Bella Mehta
- Department of Medicine, Weill Cornell Medicine, New York, NY, 10021, USA
- Department of Rheumatology, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA
| | - Mark Figgie
- Department of Orthopedic Surgery, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA
| | - Michael L Parks
- Department of Orthopedic Surgery, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA
| | | | | | - Collin Brantner
- Department of Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Geyanne Lui
- Department of Medicine, New York Institute of Technology College of Osteopathic Medicine, Glen Head, New York, NY, USA
| | - Andrea Card
- Department of Medicine, Weill Cornell Medicine, New York, NY, 10021, USA
| | - Peggy Leung
- Department of Medicine, Weill Cornell Medicine, New York, NY, 10021, USA
| | - Henry Tischler
- Department of Orthopedic Surgery, New York-Presbyterian Brooklyn Methodist Hospital, New York, NY, USA
| | - Sarah R Young
- Department of Social Work, Binghamton University, Binghamton, NY, USA
| | - Iris Navarro-Millán
- Department of Medicine, Weill Cornell Medicine, New York, NY, 10021, USA
- Department of Rheumatology, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA
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Golinelli D, Grassi A, Sanmarchi F, Tedesco D, Esposito F, Rosa S, Rucci P, Amabile M, Cosentino M, Bordini B, Fantini MP, Zaffagnini S. Identifying patient subgroups with different trends of patient-reported outcomes (PROMs) after elective knee arthroplasty. BMC Musculoskelet Disord 2023; 24:453. [PMID: 37270489 DOI: 10.1186/s12891-023-06373-2] [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: 01/19/2023] [Accepted: 03/25/2023] [Indexed: 06/05/2023] Open
Abstract
BACKGROUND Patient-reported outcome measures (PROMs) are increasingly being used to assess the effectiveness of elective total knee arthroplasty (TKA). However, little is known about how PROMs scores change over time in these patients. The aim of this study was to identify the trajectories of quality of life and joint functioning, and their associated demographic and clinical features in patients undergoing elective TKA. METHODS A prospective, cohort study was conducted, in which PROMs questionnaires (Euro Quality 5 Dimensions 3L, EQ-5D-3L, and Knee injury and Osteoarthritis Outcome Score Patient Satisfaction, KOOS-PS) were administered to patients at a single center undergoing elective TKA before surgery, and at 6 and 12 months after surgery. Latent class growth mixture models were used to analyze the patterns of change in PROMs scores over time. Multinomial logistic regression was used to investigate the association between patient characteristics and PROMs trajectories. RESULTS A total of 564 patients were included in the study. The analysis highlighted differential patterns of improvement after TKA. Three distinct PROMs trajectories were identified for each PROMs questionnaire, with one trajectory indicating the most favorable outcome. Female gender appears to be associated with a presentation to surgery with worse perceived quality of life and joint function than males, but also more rapid improvement after surgery. Having an ASA score greater than 3 is instead associated with a worse functional recovery after TKA. CONCLUSION The results suggest three main PROMs trajectories in patients undergoing elective TKA. Most patients reported improved quality of life and joint functioning at 6 months, which then stabilized. However, other subgroups showed more varied trajectories. Further research is needed to confirm these findings and to explore the potential clinical implications of these results.
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Affiliation(s)
- Davide Golinelli
- Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater Studiorum - University of Bologna, Via San Giacomo 12, Bologna, 40126, Italy
| | - Alberto Grassi
- IIa Clinica Ortopedica e Traumatologica, IRCCS Istituto Ortopedico Rizzoli, Via Pupilli 1, Bologna, 40136, Italy
| | - Francesco Sanmarchi
- Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater Studiorum - University of Bologna, Via San Giacomo 12, Bologna, 40126, Italy.
| | - Dario Tedesco
- Directorate-General Personal Care, Health and Welfare, Emilia-Romagna Region, Viale Aldo Moro, 21, Bologna, 40127, Italy
| | - Francesco Esposito
- Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater Studiorum - University of Bologna, Via San Giacomo 12, Bologna, 40126, Italy
| | - Simona Rosa
- Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater Studiorum - University of Bologna, Via San Giacomo 12, Bologna, 40126, Italy
| | - Paola Rucci
- Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater Studiorum - University of Bologna, Via San Giacomo 12, Bologna, 40126, Italy
| | - Marilina Amabile
- Laboratorio di Tecnologia Medica, IRCCS Istituto Ortopedico Rizzoli, Via Pupilli 1, Bologna, 40136, Italy
| | - Monica Cosentino
- Laboratorio di Tecnologia Medica, IRCCS Istituto Ortopedico Rizzoli, Via Pupilli 1, Bologna, 40136, Italy
| | - Barbara Bordini
- Laboratorio di Tecnologia Medica, IRCCS Istituto Ortopedico Rizzoli, Via Pupilli 1, Bologna, 40136, Italy
| | - Maria Pia Fantini
- Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater Studiorum - University of Bologna, Via San Giacomo 12, Bologna, 40126, Italy
| | - Stefano Zaffagnini
- IIa Clinica Ortopedica e Traumatologica, IRCCS Istituto Ortopedico Rizzoli, Via Pupilli 1, Bologna, 40136, Italy
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