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Quality of Care for Patients With Advanced Illness Scale: Development, Preference Elicitation, and Evaluation of Measurement Properties.

Publication ,  Journal Article
Gandhi, M; Ang, FJL; Neo, SHS; Gonzalez, JM; Cheung, YB; Finkelstein, EA; QCPAI Study Group
Published in: Value Health
September 2025

OBJECTIVES: To develop the Quality of Care for Patients with Advanced Illness (QCPAI) scale, derive preference-weighted scoring, and evaluate measurement properties for comprehensively assessing advanced care quality from the patient's perspective. METHODS: A 15-item QCPAI scale, including self-administered and caregiver proxy versions, was developed through a 5-step process (scoping review, item development, translation, cognitive debriefing, and reconciliation) in English and Chinese. A study was conducted among 200 advanced cancer patients and their caregivers, with baseline and 1-week follow-up surveys. A preference-weighted scoring system was derived using best-worst scaling among patients. Measurement properties evaluated included criterion validity, known-group validity, test-retest reliability, equivalence of self-administered and proxy responses, and equivalence between language versions. RESULTS: Respondents ranked medical treatment, symptom control, and cost as the most important aspects of care. Criterion validity was supported by a strong correlation (ρ > 0.5) between the QCPAI score and satisfaction with overall care. Known-group validity based on patients with varying levels of quality of life demonstrated significantly different mean QCPAI scores. Test-retest reliability was confirmed with an intraclass correlation coefficient exceeding 0.75. Equivalence was demonstrated between English and Chinese versions and between patient self-reports and caregiver proxy responses (standardized effect size ≤ 0.2). CONCLUSIONS: The QCPAI scale exhibits robust validity and reliability in measuring the quality of advanced illness care. Healthcare organizations and policy makers are encouraged to adopt the QCPAI scale as a standard tool for systematically evaluating and enhancing care quality.

Duke Scholars

Published In

Value Health

DOI

EISSN

1524-4733

Publication Date

September 2025

Volume

28

Issue

9

Start / End Page

1417 / 1425

Location

United States

Related Subject Headings

  • Surveys and Questionnaires
  • Reproducibility of Results
  • Quality of Life
  • Quality of Health Care
  • Psychometrics
  • Patient Satisfaction
  • Patient Preference
  • Neoplasms
  • Middle Aged
  • Male
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Gandhi, M., Ang, F. J. L., Neo, S. H. S., Gonzalez, J. M., Cheung, Y. B., Finkelstein, E. A., & QCPAI Study Group. (2025). Quality of Care for Patients With Advanced Illness Scale: Development, Preference Elicitation, and Evaluation of Measurement Properties. Value Health, 28(9), 1417–1425. https://doi.org/10.1016/j.jval.2025.05.006
Gandhi, Mihir, Felicia Jia Ler Ang, Shirlyn Hui Shan Neo, Juan Marcos Gonzalez, Yin Bun Cheung, Eric Andrew Finkelstein, and QCPAI Study Group. “Quality of Care for Patients With Advanced Illness Scale: Development, Preference Elicitation, and Evaluation of Measurement Properties.Value Health 28, no. 9 (September 2025): 1417–25. https://doi.org/10.1016/j.jval.2025.05.006.
Gandhi M, Ang FJL, Neo SHS, Gonzalez JM, Cheung YB, Finkelstein EA, et al. Quality of Care for Patients With Advanced Illness Scale: Development, Preference Elicitation, and Evaluation of Measurement Properties. Value Health. 2025 Sep;28(9):1417–25.
Gandhi, Mihir, et al. “Quality of Care for Patients With Advanced Illness Scale: Development, Preference Elicitation, and Evaluation of Measurement Properties.Value Health, vol. 28, no. 9, Sept. 2025, pp. 1417–25. Pubmed, doi:10.1016/j.jval.2025.05.006.
Gandhi M, Ang FJL, Neo SHS, Gonzalez JM, Cheung YB, Finkelstein EA, QCPAI Study Group. Quality of Care for Patients With Advanced Illness Scale: Development, Preference Elicitation, and Evaluation of Measurement Properties. Value Health. 2025 Sep;28(9):1417–1425.
Journal cover image

Published In

Value Health

DOI

EISSN

1524-4733

Publication Date

September 2025

Volume

28

Issue

9

Start / End Page

1417 / 1425

Location

United States

Related Subject Headings

  • Surveys and Questionnaires
  • Reproducibility of Results
  • Quality of Life
  • Quality of Health Care
  • Psychometrics
  • Patient Satisfaction
  • Patient Preference
  • Neoplasms
  • Middle Aged
  • Male