Factors contributing to the ceiling effect of the EQ-5D-5L: an analysis of patients with prostate cancer judged "no-problems"

Qual Life Res. 2020 Mar;29(3):755-763. doi: 10.1007/s11136-019-02316-4. Epub 2019 Oct 3.

Abstract

Purpose: The goal of the present study was to determine factors related to a ceiling effect (CE) on the EQ-5D-5L among Japanese patients with prostate cancer (PC).

Methods: An existent cross-sectional observational study dataset was used. Patients were ≥ 20 years of age and diagnosed with PC. For CE determinants on the EQ-5D-5L, we excluded possible "full-health" patients flagged by the EQ-VAS (score = 100) and/or FACT-P (score = 156) instruments. We then divided them into binary variables: A CE group (EQ-5D-5L score = 1) and others (< 1). The associations between CE, sociodemographic and medical characteristics, and FACT-P subscale scores were examined using a multivariate LASSO selection followed by a binomial logistic regression analysis performed to calculate odds ratios (ORs) and 95% confidence intervals (CIs).

Results: A total of 362 patients were analyzed. The LASSO selection variables, including all obtained variables, were as follows: age, palliative treatment, FACT-P physical well-being, and PC subscale score. Statistically significant variables predicting CE were palliative treatment (OR 0.23; 95% CI 0.09-0.60), physical well-being (OR 1.54; 95% CI 1.34-1.76), and PC subscale (OR 1.08; 95% CI 1.03-1.14).

Conclusions: This study revealed that palliative treatment and two FACT-P physical well-being and PC subscale scores were positively related to CE on the EQ-5D-5L. To our knowledge, this is the first study to examine predictors of CE on the EQ-5D-5L. The present results may be helpful for facilitating the consideration of "bolt-on" studies from the standpoint of PC patients.

Keywords: Ceiling effect; EQ-5D-5L; FACT-P; Health-related quality of life (HRQoL); Prostate cancer.

Publication types

  • Observational Study

MeSH terms

  • Adult
  • Aged
  • Cross-Sectional Studies
  • Health Status*
  • Humans
  • Japan
  • Male
  • Middle Aged
  • Palliative Care / methods
  • Prostatic Neoplasms / therapy*
  • Psychometrics / methods*
  • Quality of Life / psychology*
  • Surveys and Questionnaires
  • Young Adult