Evidence map›Paper›PMID 26956248›Full record

ArticleClinical orthopaedics and related research2017

Can Preoperative Patient-reported Outcome Measures Be Used to Predict Meaningful Improvement in Function After TKA?

Jonathan L Berliner, Dane J Brodke, Vanessa Chan, Nelson F SooHoo, Kevin J Bozic

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
103citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

103 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Trial
  4. Trial
  5. Trial
  6. Article
  7. 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 · 2026
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  8. Observational
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  10. Observational
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  14. Heart failure patients demonstrate excellent 1-year outcomes after total knee arthroplasty despite high healthcare utilization.European journal of orthopaedic surgery & traumatology : orthopedie traumatologie · 2025
    Article
  15. Article
  16. Article
  17. A Surgeon's Field Guide to Value-Based Specialty Care.Laryngoscope investigative otolaryngology · 2025
    Review
  18. Preoperative Patient-Reported Outcomes Predict Candidacy for Outpatient Total Knee Arthroplasty.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2025
    Article
  19. 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 · 2025
    Article
  20. In Vivo Kinematics for Various Robotically Performed Total Knee Arthroplasty Implant Designs.Journal of orthopaedic research : official publication of the Orthopaedic Research Society · 2025
    Article

43 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Jonathan L BerlinerDepartment of Orthopaedic Surgery, University of California San Francisco, San Francisco, CA, USA.
Dane J BrodkeDepartment of Orthopaedic Surgery, University of California San Francisco, San Francisco, CA, USA.
Vanessa ChanDepartment of Orthopaedic Surgery, University of California San Francisco, San Francisco, CA, USA.
Nelson F SooHooDepartment of Orthopaedic Surgery, University of California Los Angeles, Santa Monica, CA, USA.
Kevin J BozicDepartment of Surgery and Perioperative Care, Dell Medical School at the University of Texas at Austin, 1400 Barbara Jordan Boulevard, Suite 1.114, Austin, TX, 78723, USA. kevin.bozic@austin.utexas.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Arthroplasty, Replacement, KneePatient Reported Outcome MeasuresPatient SatisfactionAdultAgedAged, 80 and overDisability EvaluationHumansKnee JointMaleMental HealthMiddle AgedOsteoarthritis, KneePain MeasurementPostoperative PainRecovery of Function

Identifiers

PMID26956248
PMCPMC5174023

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.