Related Experiment Video
Updated: May 18, 2026

Use of a Video Scoring Anchor for Rapid Serial Assessment of Social Communication in Toddlers
Published on: March 14, 2018
The utility assessment method order influences measurement of parents' risk attitude
S Maria E Finnell1, Aaron E Carroll, Stephen M Downs
1Children's Health Services Research, Indiana University School of Medicine, Indianapolis, IN 46202, USA. sfinnell@iupui.edu
Background:
Standard gamble (SG) and time trade-off (TTO) are two methods used for obtaining health utility values (utilities). Whether the order in which the methods are applied alters the relative utilities obtained by each method is unknown.
Objective:
We sought to determine whether the order in which SG and TTO utilities were obtained affects the relative values of the utilities obtained by each technique.
Methods:
Utilities were assessed for 29 health states from 4016 parents by using SG and TTO. The assessment order was randomized by respondent. For analysis by health state, we calculated (SG - TTO) for each assessment and tested whether the SG - TTO difference was significantly different between the two groups (SG first and TTO first). For analysis by individual, we calculated a risk-posture coefficient, γ, defined by the utility curve, SG = TTO(γ). We predicted γ through regression analysis with the covariates: child age, child sex, birth order, respondent age, respondent education level, and assessment method order.
Results:
In 19 of 29 health states, the SG - TTO difference was significantly greater (more risk averse) when TTO was assessed first. In the regression analysis, "child age" and "assessment method order" were significant predictors of risk attitude. The risk posture coefficient γ was higher (more risk-seeking) with increasing child age and in the SG-first respondents.
Conclusion:
The order in which the SG versus TTO method is used strongly influences the relative values of the utilities obtained.
Related Concept Videos
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast, controlled...
Relative Risk
Odds Ratio
Regression Toward the Mean
Parenting Styles
Authoritarian Parenting
This style is strict and controlling, with little room for open dialogue. Authoritarian parents demand obedience and often enforce rules with minimal warmth. Children raised this way may lack social skills and initiative, usually comparing themselves to others unfavorably.
Authoritative Parenting
This...
The Availability Heuristic

