Mapping the Insomnia Severity Index Instrument to EQ-5D Health State Utilities: A United Kingdom Perspective.

François-Xavier ChaletTeodora BujaroskaEvi GermeniNizar GhandriEmilio T MaddalenaKushal ModiAbisola OlopoeniaJeffrey ThompsonMatteo TogninalliAndrew H Briggs

Published in: PharmacoEconomics - open (2023)

In the absence of preference-based measures, this study provides an updated mapping algorithm for estimating EQ-5D-3L utilities from the ISI summary total score. This new mapping not only draws its strengths from the use of a large international dataset but also the incorporation of adjustment variables (including sociodemographic and general health characteristics) to reduce the effects of confounders.

Keyphrases

high resolution
public health
healthcare
high density
mental health
health information
machine learning
deep learning
human health
risk assessment
social media
sleep quality
depressive symptoms
neural network