Calculating ex-ante Utilities From the Neck Disability Index Score: Quantifying the Value of Care For Cervical Spine Pathology
| Autor: | Eric X. Jiang, Joshua P. Castle, Felicity E. Fisk, Kevin Taliaferro, Markian A. Pahuta |
|---|---|
| Rok vydání: | 2022 |
| Předmět: | |
| Zdroj: | Global Spine Journal. :219256822211142 |
| ISSN: | 2192-5690 2192-5682 |
| DOI: | 10.1177/21925682221114284 |
| Popis: | Study Design General population utility valuation study. Objective To develop a technique for calculating utilities from the Neck Disability Index (NDI) score. Methods We recruited a sample of 1200 adults from a market research panel. Using an online discrete choice experiment (DCE), participants rated 10 choice sets based on NDI health states. A multi-attribute utility function was estimated using a mixed multinomial-logit regression model (MIXL). The sample was partitioned into a training set used for model fitting and validation set used for model evaluation. Results The regression model demonstrated good predictive performance on the validation set with an AUC of .77 (95% CI: .76-.78). The regression model was used to develop a utility scoring rubric for the NDI. Regression results also revealed that participants did not regard all NDI items as equally important. The rank order of importance was (in decreasing order): pain intensity = work; personal care = headache; concentration = sleeping; driving; recreation; lifting; and lastly reading. Conclusions This study provides a simple technique for converting the NDI score to utilities and quantify the relative importance of individual NDI items. The ability to evaluate quality-adjusted life-years using these utilities for cervical spine pain and disability could facilitate economic analysis and aid in allocation of healthcare resources. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|