Related Experiment Video
Updated: Oct 22, 2026

A Standardized Protocol for Preference Testing to Assess Fish Welfare
Published on: February 22, 2020
An accurate and efficient measure of welfare tradeoff ratios
Wenhao Qi1, Edward Vul1, Lindsey J Powell1
1Department of Psychology, University of California San Diego, La Jolla, CA, United States of America.
Abstract:
People's decisions are affected by their interest in others' welfare. They can be motivated both to help and to harm others. The direction and magnitude of these motivations can be quantified relative to a person's self-interest as a welfare tradeoff ratio (WTR). This construct is valuable for testing quantitative theories of social motivation. However, most existing measures of WTRs, and the similar construct of social value orientation (SVO), are based on multiple choices between discrete sets of payoffs, which forces a tradeoff between the accuracy and efficiency of the measures. Here we introduce the Lambda Slider, a WTR measure that is simultaneously accurate and efficient. A participant uses a linear slider to choose from a continuous range of payoff allocations for herself and her social partner. The underlying payoff functions for self and other create a one-to-one correspondence between the participant's potential WTR values and the slider positions that she could choose, which enables accurate measurements of WTR from a single response. Across three experiments, we show that a single response on the Lambda Slider has high reliability, high convergent validity with other measures of social motivation, and high external validity for an altruistic decision with real-world consequences. The Lambda Slider is easy to implement and can be applied in a wide variety of studies on the forces that shape social motivation.
Related Concept Videos
Kendall's Coefficient of Concordance
Odds Ratio
Equity Theory
Optimal Foraging
Hazard Ratio
For example, in a clinical trial evaluating a...
Decision Making: P-value Method
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can have a...

