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Deng B, Chen Y, Meng Y, Zhang Y, Tan X, Zhou X, Zhang M. A self-efficacy-enhancing intervention for Chinese patients after total hip arthroplasty: study protocol for a randomized controlled trial with 6-month follow-up. J Orthop Surg Res 2022; 17:1. [PMID: 34983553 PMCID: PMC8725334 DOI: 10.1186/s13018-021-02689-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Accepted: 08/23/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Total hip arthroplasty (THA) is a common and effective surgical method for advanced hip arthritis. Rehabilitation exercises are important to improve joint function after THA and are usually conducted in a home-based program. Poor patient adherence limits improvements in pain and function, affecting quality of life. The increasing use of THA in the aging Chinese population underscores the need to develop strategies that maximize functional outcomes. The purpose of this pilot study is to develop and assess the feasibility of a self-efficacy-enhancing intervention (SEEI) to improve exercise adherence in patients undergoing THA. METHODS This single-blinded, parallel, randomized control trial will recruit 150 patients after THA and randomly assign them to an intervention or control group using computer-generated block randomization. The control group will receive usual care using evidence-based guidelines. The intervention group will receive the 6-month SEEI comprising personalized exercise guidance and self-efficacy education delivered using one face-to-face education session and four telephone consultations, supplemented by written materials. Participants are encouraged to build confidence in their own abilities, set rehabilitation goals, and self-monitor their physical exercise. RESULTS Assessments will be conducted at baseline and 1, 3, and 6 months postsurgery. The outcome indicators are exercise adherence, physical function, anxiety and depression, self-efficacy of rehabilitation, joint function, and quality of life. CONCLUSIONS This study will test a theory-based intervention program to improve self-efficacy in rehabilitation, which may significantly impact out-of-hospital rehabilitation. The results will provide evidence to inform the postoperative recovery of patients undergoing THA or similar procedures. TRIAL REGISTRATION Chinese Clinical Trials Registry, ChiCTR2000029422 , registered on 31 January 2020.
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Affiliation(s)
- Bo Deng
- Nursing Department, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Yumei Chen
- Nursing Department, Foshan Hospital of Traditional Chinese Medicine, Foshan, Guangdong, China
| | - Ya Meng
- School of Nursing, Sun Yat-sen University, 74, Zhongshan 2nd Rd, Guangzhou, 510080, Guangdong, China
| | - Yiheng Zhang
- School of Nursing, Sun Yat-sen University, 74, Zhongshan 2nd Rd, Guangzhou, 510080, Guangdong, China
| | - Xingxian Tan
- Department of Orthopedics, Foshan Hospital of Traditional Chinese Medicine, Foshan, Guangdong, China
| | - Xiaohong Zhou
- Department of Orthopedics, Foshan Hospital of Traditional Chinese Medicine, Foshan, Guangdong, China
| | - Meifen Zhang
- School of Nursing, Sun Yat-sen University, 74, Zhongshan 2nd Rd, Guangzhou, 510080, Guangdong, China.
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Kaye AD, Granier AL, Garcia AJ, Carlson SF, Fuller MC, Haroldson AR, White SW, Krueger OL, Novitch MB, Cornett EM. Non-Opioid Perioperative Pain Strategies for the Clinician: A Narrative Review. Pain Ther 2020; 9:25-39. [PMID: 31933147 PMCID: PMC7203361 DOI: 10.1007/s40122-019-00146-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Indexed: 12/11/2022] Open
Abstract
Alternative and non-opioid options for pain management are necessary in perioperative patient care. Opioids are no longer touted as cure-all medications, and furthermore, there have been tremendous advances in alternative therapies such as in interventional pain, physical therapy, exercise, and nutritional counseling that have proven benefits to combat pain. The center for disease control now strongly recommends the use of multimodal analgesia and multidisciplinary approaches based on the individual needs of patients: personalized medicine. In this manuscript, the specifics of non-opioid pharmacological and non-pharmacological analgesic approaches will be discussed as well as their possible indications and uses to reduce the need for excessive use of opioids for adequate pain control.
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Affiliation(s)
- Alan David Kaye
- Anesthesiology and Pharmacology, Toxicology, and Neurosciences, LSU School of Medicine, Shreveport, LA, USA
- Anesthesiology and Pharmacology, LSU School of Medicine, New Orleans, LA, USA
- Anesthesiology and Pharmacology, Tulane School of Medicine, New Orleans, LA, USA
| | | | - Andrew J Garcia
- George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | | | | | | | | | | | - Matthew B Novitch
- Department of Anesthesiology, University of Washington, Seattle, WA, USA
| | - Elyse M Cornett
- Department of Anesthesiology, LSU Health Shreveport, Shreveport, LA, USA.
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Abdallah FW, Gilron I, Fillingim RB, Tighe P, Parvataneni HK, Ghasemlou N, Sawhney M, McCartney CJL. AAAPT Diagnostic Criteria for Acute Knee Arthroplasty Pain. PAIN MEDICINE (MALDEN, MASS.) 2020; 21:1049-1060. [PMID: 32022891 PMCID: PMC8453639 DOI: 10.1093/pm/pnz355] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
OBJECTIVE The relationship between preexisting osteoarthritic pain and subsequent post-total knee arthroplasty (TKA) pain is not well defined. This knowledge gap makes diagnosis of post-TKA pain and development of management plans difficult and may impair future investigations on personalized care. Therefore, a set of diagnostic criteria for identification of acute post-TKA pain would inform standardized management and facilitate future research. METHODS The Analgesic, Anesthetic, and Addiction Clinical Trial Translations, Innovations, Opportunities, and Networks (ACTTION) public-private partnership with the US Food and Drug Administration (FDA), the American Pain Society (APS), and the American Academy of Pain Medicine (AAPM) formed the ACTTION-APS-AAPM Pain Taxonomy (AAAPT) initiative to address this goal. A multidisciplinary work group of pain experts was invited to conceive diagnostic criteria and dimensions of acute post-TKA pain. RESULTS The working group used contemporary literature combined with expert opinion to generate a five-dimensional taxonomical structure based upon the AAAPT framework (i.e., core diagnostic criteria, common features, modulating factors, impact/functional consequences, and putative mechanisms) that characterizes acute post-TKA pain. CONCLUSIONS The diagnostic criteria created are proposed to define the nature of acute pain observed in patients following TKA.
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Affiliation(s)
- Faraj W Abdallah
- Department of Anesthesiology and Pain Medicine, Ottawa Hospital Research Institute, University of Ottawa, Ontario, Canada
| | - Ian Gilron
- Department of Anesthesiology & Perioperative Medicine
- Department of Biomedical & Molecular Sciences, Queen’s University, Kingston, Ontario, Canada
| | | | | | - Hari K Parvataneni
- Department of Orthopedic Surgery and Rehabilitation, University of Florida, Gainesville, Florida, USA
| | - Nader Ghasemlou
- Department of Anesthesiology & Perioperative Medicine
- Department of Biomedical & Molecular Sciences, Queen’s University, Kingston, Ontario, Canada
| | - Mona Sawhney
- School of Nursing & Department of Anesthesiology and Perioperative Medicine, Queen’s University, Kingston, Ontario, Canada
| | - Colin J L McCartney
- Department of Anesthesiology and Pain Medicine, Ottawa Hospital Research Institute, University of Ottawa, Ontario, Canada
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Co-Morbidities and Sex Differences in Long-Term Quality-of-Life Outcomes among Patients with and without Diabetes after Total Knee Replacement: Five-Year Data from Registry Study. J Clin Med 2019; 9:jcm9010019. [PMID: 31861688 PMCID: PMC7019834 DOI: 10.3390/jcm9010019] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 12/09/2019] [Accepted: 12/17/2019] [Indexed: 12/12/2022] Open
Abstract
Improved understanding of quality-of-life (QoL) outcomes can provide valuable information on intervention effectiveness and guide better patient care. The aim of this study was to examine whether QoL trajectories differ between patients with and without diabetes and identify to what extent patient characteristics are related to poor QoL outcomes after total joint replacement (TKR). Multilevel modelling was used to analyse long-term QoL patterns of patients undergoing TKR between 2006 and 2011. Patient-reported QoL at baseline and up to 5 years post-surgery were included. Of the 1553 TKR patients, one-fifth (n = 319) had diabetes. Despite there being no significant differences in QoL at baseline, patients with diabetes consistently reported lower QoL (on average by 0.028, p < 0.001) and did not improve to the same level as patients without the disease following surgery. Compared to males, females had significantly lower QoL (by 0.03, p < 0.001). Other baseline patient characteristics associated with important differences in QoL included presence of respiratory disease and mental health disorder. Patients with diabetes exhibit significantly poorer QoL compared to patients without diabetes, particularly among females. Knowledge of risk factors that impact on QoL can be useful for clinicians in identifying characteristics related to poor QoL outcomes and be used to guide patient-centered care.
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Whale K, Wylde V, Beswick A, Rathbone J, Vedhara K, Gooberman-Hill R. Effectiveness and reporting standards of psychological interventions for improving short-term and long-term pain outcomes after total knee replacement: a systematic review. BMJ Open 2019; 9:e029742. [PMID: 31806606 PMCID: PMC6924731 DOI: 10.1136/bmjopen-2019-029742] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVES To assess the effectiveness and reporting standards of psychological interventions for improving outcomes after total knee replacement (TKR). DESIGN Medline, Embase, and PsycINFO were searched from inception to up to 9 May 2019 with no language restrictions applied. Randomised controlled trials (RCTs) assessing the effectiveness of psychological interventions for short-term and long-term postoperative pain after TKR were included. Screening, data extraction, and assessment of methodological quality were performed in duplicate by two reviewers. The primary effectiveness outcome was postoperative pain severity and the primary harm outcome was serious adverse events. Secondary outcomes included function, quality of life, and psychological well-being. Reporting standards were assessed using the Template for Intervention Description and Replication (TIDieR) checklist for intervention reporting. RESULTS 12 RCTs were included, with a total of 1299 participants. Psychological interventions comprised music therapy (five studies), guided imagery and music (one study), hypnosis (one study), progressive muscle relaxation with biofeedback (one study), pain coping skills programme (one study), cognitive-behavioural therapy (two studies), and a postoperative management programme (one study). Due to the high heterogeneity of interventions and poor reporting of harms data, it was not possible to make any definitive statements about the overall effectiveness or safety of psychology interventions for pain outcomes after TKR. CONCLUSION Further evidence about the effectiveness of psychological interventions for improving pain outcomes after TKR is needed. The reporting of harm outcomes and intervention fidelity is currently poor and could be improved. Future work exploring the impact of intervention timing on effectiveness and whether different psychological approaches are needed to address acute postoperative pain and chronic postoperative pain would be of benefit. PROSPERO REGISTRATION NUMBER CRD42018095100.
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Affiliation(s)
- Katie Whale
- National Institute for Health Research Bristol Biomedical Research Centre, University Hospitals Bristol NHS Foundation Trust and University of Bristol, Bristol, United Kingdom
- Musculoskeletal Research Unit, Translational Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Vikki Wylde
- National Institute for Health Research Bristol Biomedical Research Centre, University Hospitals Bristol NHS Foundation Trust and University of Bristol, Bristol, United Kingdom
- Musculoskeletal Research Unit, Translational Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Andrew Beswick
- Musculoskeletal Research Unit, Translational Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - James Rathbone
- Division of Primary Care, School of Medicine, University of Nottingham, Nottingham, UK
- Pain Centre Versus Arthritis, City Hospital, University of Nottingham, Nottingham, United Kingdom
| | - Kavita Vedhara
- Division of Primary Care, School of Medicine, University of Nottingham, Nottingham, UK
| | - Rachael Gooberman-Hill
- National Institute for Health Research Bristol Biomedical Research Centre, University Hospitals Bristol NHS Foundation Trust and University of Bristol, Bristol, United Kingdom
- Musculoskeletal Research Unit, Translational Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
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Dowsey M, Castle D, Knowles S, Monshat K, Salzberg M, Nelson E, Dunin A, Dunin J, Spelman T, Choong P. The effect of mindfulness training prior to total joint arthroplasty on post-operative pain and physical function: A randomised controlled trial. Complement Ther Med 2019; 46:195-201. [DOI: 10.1016/j.ctim.2019.08.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2019] [Revised: 07/09/2019] [Accepted: 08/09/2019] [Indexed: 12/27/2022] Open
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Edwards DA, Hedrick TL, Jayaram J, Argoff C, Gulur P, Holubar SD, Gan TJ, Mythen MG, Miller TE, Shaw AD, Thacker JKM, McEvoy MD, Geiger TM, Gordon DB, Grant MC, Grocott M, Gupta R, Hah JM, Hurley RW, Kent ML, King AB, Oderda GM, Sun E, Wu CL. American Society for Enhanced Recovery and Perioperative Quality Initiative Joint Consensus Statement on Perioperative Management of Patients on Preoperative Opioid Therapy. Anesth Analg 2019; 129:553-566. [DOI: 10.1213/ane.0000000000004018] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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8
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Sacks HA, Stepan JG, Wessel LE, Fufa DT. The Relationship Between Pain-Related Psychological Factors and Postoperative Opioid Use After Ambulatory Hand Surgery. J Hand Surg Am 2019; 44:570-576. [PMID: 30850128 DOI: 10.1016/j.jhsa.2019.01.010] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Revised: 10/30/2018] [Accepted: 01/11/2019] [Indexed: 02/02/2023]
Abstract
PURPOSE Pain-related psychological factors, including pain catastrophizing and dispositional mindfulness, have been shown to influence patient pain levels and outcomes after orthopedic surgery. Less is known about the relationship between these factors and postoperative opioid use after hand surgery. The purpose of this study was to examine the association between preoperative pain catastrophizing and mindfulness and postoperative opioid use in patients undergoing ambulatory hand surgery. METHODS Patients undergoing ambulatory hand surgery at our institution between May 2017 and January 2018 were prospectively enrolled in an ongoing clinical trial. Patients completed the Pain Catastrophizing Scale (PCS) and Mindfulness Attention Awareness Scale (MAAS) before surgery. Patients completed a pain medication diary for 2 weeks after surgery and were contacted on postoperative days 3, 8, and 15 to review their medication usage and pain levels. Analyses were performed to evaluate the association between PCS, MAAS scores, and postoperative opioid use, average patient reported pain levels, and refill rates. RESULTS A total of 85 patients were included in the analysis. Higher PCS scores (representing more pain catastrophizing) were associated with increased number of opioid pills consumed, higher average pain levels during the first postoperative week, and higher refill rates. Higher MAAS scores (representing more mindfulness) were associated with lower average week-1 pain levels but not significantly associated with opioid use or refill rates. CONCLUSIONS Patients demonstrating higher PCSs before surgery used more opioids after surgery after a range of ambulatory hand surgeries. In the setting of the opioid epidemic, hand surgeons should be aware of pain-related psychological factors that can influence postoperative opioid use. TYPE OF STUDY/LEVEL OF EVIDENCE Prognostic II.
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Affiliation(s)
| | - Jeffrey G Stepan
- Weill Cornell Medicine, New York, NY; Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Lauren E Wessel
- Weill Cornell Medicine, New York, NY; Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Duretti T Fufa
- Weill Cornell Medicine, New York, NY; Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
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CORR Insights®: Do Pain Coping and Pain Beliefs Associate With Outcome Measures Before Knee Arthroplasty in Patients Who Catastrophize About Pain? A Cross-sectional Analysis From a Randomized Clinical Trial. Clin Orthop Relat Res 2018. [PMID: 29543660 PMCID: PMC6260080 DOI: 10.1007/s11999.0000000000000189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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10
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Allen KD, Choong PF, Davis AM, Dowsey MM, Dziedzic KS, Emery C, Hunter DJ, Losina E, Page AE, Roos EM, Skou ST, Thorstensson CA, van der Esch M, Whittaker JL. Osteoarthritis: Models for appropriate care across the disease continuum. Best Pract Res Clin Rheumatol 2017; 30:503-535. [PMID: 27886944 DOI: 10.1016/j.berh.2016.09.003] [Citation(s) in RCA: 110] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2016] [Revised: 08/26/2016] [Accepted: 09/06/2016] [Indexed: 12/27/2022]
Abstract
Osteoarthritis (OA) is a leading cause of pain and disability worldwide. Despite the existence of evidence-based treatments and guidelines, substantial gaps remain in the quality of OA management. There is underutilization of behavioral and rehabilitative strategies to prevent and treat OA as well as a lack of processes to tailor treatment selection according to patient characteristics and preferences. There are emerging efforts in multiple countries to implement models of OA care, particularly focused on improving nonsurgical management. Although these programs vary in content and setting, key lessons learned include the importance of support from all stakeholders, consistent program delivery and tools, a coherent team to run the program, and a defined plan for outcome assessment. Efforts are still needed to develop, deliver, and evaluate models of care across the spectrum of OA, from prevention through end-stage disease, in order to improve care for this highly prevalent global condition.
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Affiliation(s)
- Kelli D Allen
- Department of Medicine, Thurston Arthritis Research Center, University of North Carolina, 3300 Thurston Bldg., CB# 7280, Chapel Hill, NC, 27599-7280, USA; Center for Health Services Research in Primary Care, Department of Veterans Affairs Medical Center, Durham, NC, USA.
| | - Peter F Choong
- Department of Orthopaedics and The University of Melbourne, Level 2, Clinical Sciences Building, 29 Regent Street, Fitzroy, 3065, Victoria, Australia; Department of Surgery, St. Vincent's Hospital Melbourne, Level 2, Clinical Sciences Building, 29 Regent Street, Fitzroy, 3065, Victoria, Australia
| | - Aileen M Davis
- Division of Health Care and Outcomes Research, Krembil Research Institute, University Health Network, MP11-322, 399 Bathurst Street, Toronto, ON, M5T2S8, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, MP11-322, 399 Bathurst Street, Toronto, ON, M5T2S8, Canada; Institute of Rehabilitation Science, Canada; Departments of Physical Therapy and Surgery, University of Toronto, MP11-322, 399 Bathurst Street, Toronto, ON, M5T2S8, Canada
| | - Michelle M Dowsey
- Department of Orthopaedics and The University of Melbourne, Level 2, Clinical Sciences Building, 29 Regent Street, Fitzroy, 3065, Victoria, Australia; Department of Surgery, St. Vincent's Hospital Melbourne, Level 2, Clinical Sciences Building, 29 Regent Street, Fitzroy, 3065, Victoria, Australia
| | - Krysia S Dziedzic
- Institute of Primary Care and Health Sciences, Arthritis Research UK Primary Care Centre, Keele University, Keele, ST5 5BG, UK
| | - Carolyn Emery
- Sport Injury Prevention Research Centre, University of Calgary, Canada; Faculty of Kinesiology, Cumming School of Medicine, University of Calgary, Canada
| | - David J Hunter
- Institute of Bone and Joint Research, The Kolling Institute, The University of Sydney, Sydney, Australia; Rheumatology Department, Royal North Shore Hospital, St Leonards, NSW, 2065, Australia
| | - Elena Losina
- Orthopedic and Arthritis Center for Outcomes Research, Department of Orthopedic Surgery, Brigham & Women's Hospital & Boston University School of Public Health - US, 75 Francis Street, BC-4-4016, Boston, MA, 02115, USA; Policy and Innovation eValuations in Orthopedic Treatment (PIVOT) Research Center, Department of Orthopedic Surgery, Brigham & Women's Hospital & Boston University School of Public Health - US, 75 Francis Street, BC-4-4016, Boston, MA, 02115, USA
| | - Alexandra E Page
- San Diego Musculoskeletal and Joint Research Foundation, Private Practice, American Academy of Orthopaedic Surgeons Health Care Systems Committee, San Diego, CA, USA
| | - Ewa M Roos
- Research Unit for Musculoskeletal Function and Physiotherapy, Institute of Sports Science and Clinical Biomechanics, University of Southern Denmark, Campusvej 55, DK-5230, Odense M, Denmark
| | - Søren T Skou
- Research Unit for Musculoskeletal Function and Physiotherapy, Institute of Sports Science and Clinical Biomechanics, University of Southern Denmark, 5230, Odense, Denmark; Clinical Nursing Research Unit, Aalborg University Hospital, 9000, Aalborg, Denmark; Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Region Zealand, 4200, Slagelse, Denmark
| | - Carina A Thorstensson
- Institute of Neuroscience and Physiology, Department of Clinical Neuroscience and Rehabilitation. The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; The BOA-registry, Center of Registers Västra Götaland, Centre of Registers Västra Götaland, 41345, Gothenburg, Sweden
| | - Martin van der Esch
- Reade Centre for Rehabilitation and Rheumatology, Rehabilitation Research Centre, Dr. J. van Breemenstraat 2, 1056 AB Amsterdam, P.O. Box 58271, 1040 HG, Amsterdam, The Netherlands
| | - Jackie L Whittaker
- Department of Physical Therapy, Faculty of Rehabilitation Medicine and Glen Sather Sports Medicine Clinic, University of Alberta, 2-50 Corbett Hall, 8205-114 Street, Edmonton, AL, T6G 2G4, Canada
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Knowles SR, Nelson EA, Castle DJ, Salzberg MR, Choong PFM, Dowsey MM. Using the common sense model of illness to examine interrelationships between symptom severity and health outcomes in end-stage osteoarthritis patients. Rheumatology (Oxford) 2016; 55:1066-1073. [DOI: 10.1093/rheumatology/kew022] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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Dowsey MM, Smith AJ, Choong PFM. Latent Class Growth Analysis predicts long term pain and function trajectories in total knee arthroplasty: a study of 689 patients. Osteoarthritis Cartilage 2015; 23:2141-2149. [PMID: 26187575 DOI: 10.1016/j.joca.2015.07.005] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2014] [Revised: 06/30/2015] [Accepted: 07/06/2015] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To characterize groups of subjects according to their trajectory of knee pain and function over 1 to 5 years post total knee arthroplasty (TKA). METHODS Patients from one centre who underwent primary TKA (N = 689) between 2006 and 2008. The Knee Society Score (KSS) was collected pre-operatively and annually post-operatively. Latent Class Growth Analysis (LCGA) was used to classify groups of subjects according to their trajectory of knee pain and function over 1-5 years post-surgery. RESULTS LCGA identified a class of patients with persistent moderate knee pain (22.0%). Predictors (OR, 95% CI) of moderate pain trajectory class membership were pre-surgery SF12 mental component summary (MCS) per 10 points (0.65, 0.54-0.79) and physical component summary (PCS) per 10 points (0.50, 0.33-0.76), Charlson Comorbidity Index (CCI) one (1.70, 1.07-2.69) and ≥two (2.82, 1.59-4.81) and the absence of computer-navigation (2.26, 1.09-4.68). LCGA also identified a class of patients with poor function (23.0%). Predictors of low function trajectory class membership were, female sex (3.31, 1.95-5.63), advancing age per 10 years (2.27, 1.69-3.02), pre-surgery PCS per 10 points (0.50, 0.33-0.74), obesity (1.69, 1.05-2.72), morbid obesity (3.12, 1.55-6.27) and CCI ≥two (2.50, 1.41-4.42). CONCLUSIONS Modifiable predictors of poor response to TKA included baseline co-morbidity, physical and mental well-being and obesity. This provides useful information for clinicians in terms of informing patients of the expected course of longer term outcomes of TKA and for developing prediction algorithms that identify patients in whom there is a high likelihood of poor surgical response.
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Affiliation(s)
- M M Dowsey
- Department of Orthopaedics and The University of Melbourne Department of Surgery, St. Vincent's Hospital Melbourne, Australia.
| | - A J Smith
- School of Physiotherapy and Exercise Science, Faculty of Health Sciences, Curtin University, Australia.
| | - P F M Choong
- Department of Orthopaedics and The University of Melbourne Department of Surgery, St. Vincent's Hospital Melbourne, Australia.
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