Patient Preferences in Pulmonary Arterial Hypertension, a Latent Class Analysis to Identify Preference Heterogeneity

Feb 1, 2024, 00:00 AM
10.1016/j.jval.2023.10.012
https://www.valueinhealthjournal.com/article/S1098-3015(23)06159-4/fulltext
Section Title : PREFERENCE-BASED ASSESSMENTS
Section Order : 206
First Page : 206

Objectives

Pulmonary arterial hypertension (PAH) is a chronic, progressive disease of the pulmonary circulation characterized by vascular remodeling that, if untreated, can lead to right heart dysfunction and death. This analysis measured heterogeneity in patient preferences for PAH-specific treatment regimens.

Method

Adult patients with PAH with slight to marked limitations during physical activity were recruited through a patient organization in Germany. Participants completed an online best-worst scaling case 3 survey. Patients chose among 3 hypothetical treatment profiles defined by 6 benefits and risks at varying levels. Participants completed 12 choice tasks. Preference heterogeneity was assessed using latent class analysis.

Results

A total of 83 participants (76% female) completed the survey. Best-fit model revealed 4 classes. Class 1 (19% of participants) assigned importance to multiple attributes particularly side effects, class 2 (34%) to physical activity limitations, class 3 (30%) to survival and physical activity limitations, and class 4 (17%) to survival. No differences in sociodemographic characteristics were observed across classes. Compared with other classes, class 4 was most likely to report having marked physical activity limitations (79%) and needing daily help (100%), while considering higher daily activity levels to be ordinary (walking >1 km [71%] or climbing several flights of stairs [50%]).

Conclusion

This first patient preference study in a PAH population suggests that physical activity limitations in addition to survival matter most to patients; however, preference heterogeneity between groups of patients was observed. Patient preferences should be considered in treatment decision making to better balance patient’s expectations regarding the known risk-benefit ratio of treatment.

https://www.valueinhealthjournal.com/action/showCitFormats?pii=S1098-3015(23)06159-4&doi=10.1016/j.jval.2023.10.012
HEOR Topics :
  • Cardiovascular Disorders
  • Patient-Centered Research
  • Specific Diseases & Conditions
  • Stated Preference & Patient Satisfaction
  • Study Approaches
  • Surveys & Expert Panels
Tags :
  • best-worst scaling
  • latent class analysis
  • patient preferences
  • pulmonary arterial hypertension
Regions :
  • Western Europe