Judgment and Decision Making · 2018 · 28 citations · 22 references
Public HealthBehavioral SciencesBehavioral EpidemiologyDisease PreventionEpidemiologyDecision-analytic ModelingFraming EffectsProblem FramingRisk FramingDecision Framing EffectsGeneralized Linear Mixed-effects ModelsHealth Risk FramingLinear Mixed ModelsMixed Linear ModelsProbability Framing EffectsPublic Health Decision-makingRisky Choice Framing
Abstract This study examined framing effects in decisions concerning public health. Tversky and Kahneman’s famous Asian Disease Problem served as experimental paradigm. Subjects chose between a sure and a risky option either presented as gains (saving lives) or as losses (dying). The amount of risk varied in terms of different probabilities. The number of affected people was either small (low need) or large (high need). Additionally, the decisions were linked to three different types of diseases (unusual infection, AIDS, leukemia). We also implemented two different time constraints during which the subjects had to give a response. Finally, we tested a within-subject design. The data analysis assuming a linear mixed effects model revealed significant effects of framing, probabilities, and need. Furthermore, the type of disease and time constraints were moderating the framing effect. Across the different diseases, framing effects were amplified when decision time was short.
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Prospect Theory: An Analysis of Decision under Risk
Daniel Kahneman, Amos Tversky · Econometrica · 1979 · 47K citations
The Framing of Decisions and the Psychology of Choice
Amos Tversky, Daniel Kahneman · Science · 1981 · 17.3K citations
Frames, Biases, and Rational Decision-Making in the Human Brain
Benedetto De Martino, Dharshan Kumaran, Ben Seymour et al. · Science · 2006 · 1.6K citations · Full text