Related Experiment Video
Updated: May 23, 2026

The Transition to an Anterior-Based Muscle Sparing Approach Improves Early Postoperative Function but is Associated with a Learning Curve
Published on: September 7, 2022
Patient Preference Phenotypes for Post-operative Anticoagulation After Hip or Knee Replacement: A Cross-sectional
Leslie A Lenert1, Dmitry Scherbakov D2, Azza Shaoibi3
1Department of Internal Medicine, Medical University of South Carolina (MUSC), Charleston, SC, USA. Lenert@musc.edu.
Objectives:
Patients who receive hip or knee replacement surgery should be anticoagulated to prevent thrombosis-related events, such as pulmonary embolism. The Pulmonary Embolism Prevention after Hip and Knee Replacement (PEPPER) is a large pragmatic trial studying which anticoagulant (aspirin, warfarin, or rivaroxaban) is optimal. As an adjunct to this study, we examined the role of patients' preferences in the tailoring of therapy, focusing on identification of subgroups or preference phenotypes.
Methods:
We constructed a multimedia conjoint analysis (CA) survey based on anticoagulants' beneficial and adverse effects at the expected probabilities being studied in the PEPPER trial. We recruited 192 hip and knee post-surgery patients at the Medical University of South Carolina who were eligible for the PEPPER trial and were studied 1 to 7 months after surgery. K-means clustering was used to characterize heterogeneity in patients' preferences.
Results:
Across the studied population, expected risks of major adverse effects (bleeding, venous thrombosis, and pulmonary embolism) were, on average, rated as being of similar importance, with somewhat greater weight being placed on avoiding risks of pulmonary embolism. However, few patients had values near the average for the population, with patients grouping in three distinct, minimally overlapping segments or preference phenotypes: thrombosis-focused values (aligns with rivaroxaban treatment), balanced values (bleeding and thrombosis-focus (aligns with aspirin)), and out-of-pocket-cost focused values (aligns with aspirin or warfarin).
Conclusions:
In the post-knee/post-hip replacement setting, a CA survey revealed that patients value the risks and benefits of anticoagulation differently, with three distinct preference phenotypes that have potential implications for individualizing therapy.
Related Concept Videos
Venous Thrombosis III: Interprofessional Care
Peripheral Artery Disease V: Postoperative Nursing Management
Anticoagulant Drugs: Vitamin K Antagonists and Direct Oral Anticoagulants
Warfarin, a prominent vitamin K antagonist family member, exerts its effect by inhibiting the enzyme VKORC1 (vitamin K epoxide reductase complex 1). By hindering this enzyme, warfarin...