Patients experience to inform decision-making and clinical follow-up: The example of total hip arthroplasty
Lubbeke, A.; Cullati, S.; Barea, C.; Cole, S.; Fabiano, G.; Silman, A.; Gutacker, N.; Agoritsas, T.; Hannouche, D.; Pinedo-Villanueva, R.
Show abstract
BackgroundThe aim of this project was to enable patients and clinicians to benefit from previous patients experiences with total hip arthroplasty (THA) by seeking out patients views on what is important for them, leveraging registry data, and providing outcome information that is perceived as relevant, understandable, adapted to a specific patients profile, and readily available. MethodsWe created the information tool "Patients like me" in four steps. (1) The knowledge basis was the systematically collected detailed exposure and outcome information from the Geneva Arthroplasty Registry established 1996. (2) From the registry we randomly selected 275 patients about to undergo or having already undergone THA and asked them via interviews and a survey which benefits and harms associated with the operation and daily life with the prosthesis they perceived as most important. (3) The identified relevant data (39 predictor candidates, 15 outcomes) were evaluated using Conditional Inference Trees analysis to construct a classification algorithm for each of the 15 outcomes at three different time points/periods. Internal validity of the results was tested using bootstrapping. (4) The tool was designed by and pre-tested with patients over several iterations. ResultsData from 6836 primary elective THAs operated between 1996 and 2019 were included. The trajectories for the 15 outcomes from the domains pain relief, activity improvement, complication (infection, dislocation, peri-prosthetic fracture) and what to expect in the future (revision surgery, need for contralateral hip replacement) over up to 20 years after surgery were presented for all patients and for specific patient profiles. The tool was adapted to various purposes including individual use, group sessions, patient-clinician interaction and surgeon information to complement the preoperative planning. The pre-test patients feedback to the tool was unanimously positive. They considered it interesting, clear, complete, and complementary to other information received. ConclusionThe tool basead on a survey of patients perceived concerns and interests and the corresponding long-term data from a large institutional registry makes past patients experience accessible, understandable, and visible for todays patients and their clinicians. It is a comprehensive illustration of trajectories of relevant outcomes from previous "Patients like me". This principle and methodology can be applied in other medical fields.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Investigation of locomotive syndrome improvement by total hip arthroplasty in patients with hip osteoarthritis: a before-after comparative study focusing on 25-question geriatric locomotive function scale 96%
- Intra- and inter-rater reliability, agreement, and minimal detectable change of the handheld dynamometer in individuals with symptomatic hip osteoarthritis 96%
- Action observation intervention using three - dimensional movies improves the usability of hands with distal radius fractures in daily life: a nonrandomized controlled trial in women 94%
Similar papers in this journal
- Barriers and facilitators to implementing core osteoarthritis treatments in China: a mixed-method study 94%
- Validity of intraoperative imageless navigation (Naviswiss™) for component positioning accuracy in primary total hip arthroplasty: Protocol for a prospective observational cohort study in a single-surgeon practice 94%
- The Effects of Pericapsular nerve group (PENG) block on Postoperative Recovery in Elderly Patients with Hip fracture: a study protocol for randomized, parallel controlled, double-blind trial 94%
Similar papers in this journal
- How does external lateral stabilization constrain normal gait, apart from improving medio-lateral gait stability? 90%
- Shortcomings of human-in-the-loop optimization for an ankle-foot prosthesis: a case series 90%
- A New Straightforward Method for Automated Segmentation of Trabecular Bone from Cortical Bone in Diverse and Challenging Morphologies 89%
Similar papers in this journal
- Development and Validation of Collaborative Robot-assisted Cutting Method for Iliac Crest Flap Raising: Randomized Crossover Trial 95%
- Impact of early postoperative ambulation on gait recovery after hip fracture surgery: A multicenter cohort study 94%
- Modified FRAX Score for Prediction of Fall-induced Hip Fractures; The Added Value of Fall Energy, Number, and Social Vulnerability Index 93%
Similar papers in this journal
- The effect of osteotomy technique (flat-cut vs wedge-cut Weil) on pain relief and complication incidence following surgical treatment for patients presenting with metatarsalgia in a private metropolitan clinic: Protocol for a randomised controlled trial 95%
- The smallest worthwhile effect on pain and function for rotator cuff repair surgery: a benefit-harm trade-off study 92%
- Supporting Reanalysis and Reuse of Clinical Trial Data: A Case Study 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.