Patients follow three distinct outcome trajectories following total knee arthroplasty. (1st June 2021)
- Record Type:
- Journal Article
- Title:
- Patients follow three distinct outcome trajectories following total knee arthroplasty. (1st June 2021)
- Main Title:
- Patients follow three distinct outcome trajectories following total knee arthroplasty
- Authors:
- Hamilton, David F.
Shim, Joanna
Howie, Colin R.
Macfarlane, Gary J. - Abstract:
- Abstract : Aims: Although total knee arthroplasty (TKA) is a highly successful procedure, about 20% of patients remain dissatisfied postoperatively. This proportion is derived from dichotomous models of the assessment of surgical success or failure, which may not reflect the spectrum of outcomes. The aim of this study was to explore differing responses to surgery, and assess whether there are distinct groups of patients with differing patterns of outcome. Methods: This was a secondary analysis of a UK multicentre TKA longitudinal cohort study. We used a group-based trajectory modelling analysis of Oxford Knee Score (OKS) in the first year following surgery with longitudinal data involving five different timepoints and multiple predictor variables. Associations between the derived trajectory groups and categorical baseline variables were assessed, and predictors of trajectory group membership were identified using Poisson regression and multinomial logistic regression, as appropriate. The final model was adjusted for sociodemographic factors (age, sex) and baseline OKS. Results: Data from 731 patients were available for analysis. Three distinct trajectories of outcome were identified: "poor" 14.0%, "modest" 39.1%, and "good" 46.9%. The predicted probability of membership for patients assigned to each trajectory group was high (0.89 to 0.93). Preoperative mental, physical health, and psychosocial factors determined which trajectory is likely to be followed. Poor respondersAbstract : Aims: Although total knee arthroplasty (TKA) is a highly successful procedure, about 20% of patients remain dissatisfied postoperatively. This proportion is derived from dichotomous models of the assessment of surgical success or failure, which may not reflect the spectrum of outcomes. The aim of this study was to explore differing responses to surgery, and assess whether there are distinct groups of patients with differing patterns of outcome. Methods: This was a secondary analysis of a UK multicentre TKA longitudinal cohort study. We used a group-based trajectory modelling analysis of Oxford Knee Score (OKS) in the first year following surgery with longitudinal data involving five different timepoints and multiple predictor variables. Associations between the derived trajectory groups and categorical baseline variables were assessed, and predictors of trajectory group membership were identified using Poisson regression and multinomial logistic regression, as appropriate. The final model was adjusted for sociodemographic factors (age, sex) and baseline OKS. Results: Data from 731 patients were available for analysis. Three distinct trajectories of outcome were identified: "poor" 14.0%, "modest" 39.1%, and "good" 46.9%. The predicted probability of membership for patients assigned to each trajectory group was high (0.89 to 0.93). Preoperative mental, physical health, and psychosocial factors determined which trajectory is likely to be followed. Poor responders were characterized by a comparatively small number of factors, preoperative expectations of pain and limitations, coping strategies, and a lower baseline physical health status, while the good responders were characterized by a combination of clinical, psychosocial, mental health, and quality of life factors. Conclusion: We identified three distinct response trajectories in patients undergoing TKA. Controlling for baseline score, age, and sex, psychosocial factors such as expectations of pain and limited function and poor coping strategies differentiated the trajectory groups, suggesting a role for preoperative psychosocial support in optimizing the clinical outcome. Cite this article: Bone Joint J 2021;103-B(6):1096–1102. … (more)
- Is Part Of:
- Bone & joint journal. Volume 103B:Number 6(2021)
- Journal:
- Bone & joint journal
- Issue:
- Volume 103B:Number 6(2021)
- Issue Display:
- Volume 103, Issue 6 (2021)
- Year:
- 2021
- Volume:
- 103
- Issue:
- 6
- Issue Sort Value:
- 2021-0103-0006-0000
- Page Start:
- 1096
- Page End:
- 1102
- Publication Date:
- 2021-06-01
- Subjects:
- Total knee arthroplasty -- Oxford Knee Score -- Outcomes -- Trajectory modelling
Bones -- Surgery -- Periodicals
Joints -- Surgery -- Periodicals
Orthopedic surgery -- Periodicals
617.47005 - Journal URLs:
- http://www.bjj.boneandjoint.org.uk/ ↗
- DOI:
- 10.1302/0301-620X.103B6.BJJ-2020-1821.R1 ↗
- Languages:
- English
- ISSNs:
- 2049-4394
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library STI - ELD Digital store
- Ingest File:
- 17862.xml