ArticleClinical orthopaedics and related research2017
Can Preoperative Patient-reported Outcome Measures Be Used to Predict Meaningful Improvement in Function After TKA?
Article in Clinical orthopaedics and related research, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 103 papers, 2 of them syntheses that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
103 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Evaluating methodological quality of prognostic prediction models on patient-reported outcome measurements after total hip and total knee arthroplasty : a systematic review.Bone & joint open · 2026Pooled it
- Can minimal clinically important differences in patient reported outcome measures be predicted by machine learning in patients with total knee or hip arthroplasty? A systematic review.BMC medical informatics and decision making · 2022Pooled it
- Lower baseline scores best predict achievement of the minimal clinically important difference after hip arthroscopy: A machine learning analysis from the Femoroacetabular Impingement RandomiSed Controlled Trial and embedded prospective cohort.Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA · 2025Trial
- Trial
- No Benefit of Computer-assisted TKA: 10-year Results of a Prospective Randomized Study.Clinical orthopaedics and related research · 2018Trial
- Effusion and synovial hyperplasia: Distinct constructs in early and late-stage knee OA.Osteoarthritis imaging · 2026Article
- Implementation of Robotic-Assisted Procedure for Total Hip Arthroplasty Is Not Economical in a High-Volume Orthopaedic Facility.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2026Article
- The dynamic evolution trajectory and predictive factors of the forgotten joint score after total knee arthroplasty: a prospective cohort study of 129 patients.BMC musculoskeletal disorders · 2026Observational
- Development of machine learning models for preoperative prediction of insufficient clinical improvement after anterior cruciate ligament reconstruction.BMC musculoskeletal disorders · 2026Article
- Functional and quality-of-life outcomes after metal-on-polyethylene articulating spacer implantation for periprosthetic knee infection: a retrospective evaluation of a prospectively collected cohort.Archives of orthopaedic and trauma surgery · 2026Observational
- Evaluating eRAMP telecare for diabetes in outpatient clinics: a hybrid effectiveness-implementation study.NPJ digital medicine · 2026Article
- Circumferential Labral Tears: Instability History and Outcomes of Arthroscopic Repair.Orthopaedic journal of sports medicine · 2026Article
- Shared decision making using digital twins in knee osteoarthritis care: a randomized clinical trial of an AI-enabled decision aid versus education alone on decision quality, physical function, and user experience.EClinicalMedicine · 2025Article
- Heart failure patients demonstrate excellent 1-year outcomes after total knee arthroplasty despite high healthcare utilization.European journal of orthopaedic surgery & traumatology : orthopedie traumatologie · 2025Article
- A development of machine learning models to preoperatively predict insufficient clinical improvement after total knee arthroplasty.Journal of orthopaedic surgery and research · 2025Article
- Does Achieving the Minimal Clinically Important Difference in the Knee Injury and Osteoarthritis Outcome Score for Joint Replacement at 1 Year Postoperative Predict Satisfaction Following Total Knee Arthroplasty?Arthroplasty today · 2025Article
- A Surgeon's Field Guide to Value-Based Specialty Care.Laryngoscope investigative otolaryngology · 2025Review
- Preoperative Patient-Reported Outcomes Predict Candidacy for Outpatient Total Knee Arthroplasty.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2025Article
- L-shaped morphology is a key risk factor for delamination in degenerative full-thickness rotator cuff tears.Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA · 2025Article
- In Vivo Kinematics for Various Robotically Performed Total Knee Arthroplasty Implant Designs.Journal of orthopaedic research : official publication of the Orthopaedic Research Society · 2025Article
43 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on byCORR Insights2017
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDespite the overall effectiveness of total knee arthroplasty (TKA), a subset of patients do not experience expected improvements in pain, physical function, and quality of life as documented by patient-reported outcome measures (PROMs), which assess a patient's physical and emotional health and pain. It is therefore important to develop preoperative tools capable of identifying patients unlikely to improve by a clinically important margin after surgery. QUESTIONS/PURPOSES: The purpose of this study was to determine if an association exists between preoperative PROM scores and patients' likelihood of experiencing a clinically meaningful change in function 1 year after TKA.
methodsA retrospective study design was used to evaluate preoperative and 1-year postoperative Knee injury and Osteoarthritis Outcome Score (KOOS) and SF-12 version 2 (SF12v2) scores from 562 patients who underwent primary unilateral TKA. This cohort represented 75% of the 750 patients who underwent surgery during that time period; a total of 188 others (25%) either did not complete PROM scores at the designated times or were lost to follow-up. Minimum clinically important differences (MCIDs) were calculated for each PROM using a distribution-based method and were used to define meaningful clinical improvement. MCID values for KOOS and SF12v2 physical component summary (PCS) scores were calculated to be 10 and 5, respectively. A receiver operating characteristic analysis was used to determine threshold values for preoperative KOOS and SF12v2 PCS scores and their respective predictive abilities. Threshold values defined the point after which the likelihood of clinically meaningful improvement began to diminish. Multivariate regression was used to control for the effect of preoperative mental and emotional health, patient attributes quantified by SF12v2 mental component summary (MCS) scores, on patients' likelihood of experiencing meaningful improvement in function after surgery.
resultsThreshold values for preoperative KOOS and SF12v2 PCS scores were a maximum of 58 (area under the curve [AUC], 0.76; p < 0.001) and 34 (AUC, 0.65; p < 0.001), respectively. Patients scoring above these thresholds, indicating better preoperative function, were less likely to experience a clinically meaningful improvement in function after TKA. When accounting for mental and emotional health with a multivariate analysis, the predictive ability of both KOOS and SF12v2 PCS threshold values improved (AUCs increased to 0.80 and 0.71, respectively). Better preoperative mental and emotional health, as reflected by a higher MCS score, resulted in higher threshold values for KOOS and SF12v2 PCS.
conclusionsWe identified preoperative PROM threshold values that are associated with clinically meaningful improvements in functional outcome after TKA. Patients with preoperative KOOS or SF12v2 PCS scores above the defined threshold values have a diminishing probability of experiencing clinically meaningful improvement after TKA. Patients with worse baseline mental and emotional health (as defined by SF12v2 MCS score) have a lower probability of experiencing clinically important levels of functional improvement after surgery. The results of this study are directly applicable to patient-centered informed decision-making tools and may be used to facilitate discussions with patients regarding the expected benefit after TKA. LEVEL OF EVIDENCE: Level III, prognostic study.
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