Reaction to Common Outcome Shifts: An Exploration of the Connection Between Ellsberg and Allais Paradoxes

Last registered on September 12, 2024

Pre-Trial

Trial Information

General Information

Title
Reaction to Common Outcome Shifts: An Exploration of the Connection Between Ellsberg and Allais Paradoxes
RCT ID
AEARCTR-0014312
Initial registration date
September 05, 2024

Initial registration date is when the trial was registered.

It corresponds to when the registration was submitted to the Registry to be reviewed for publication.

First published
September 12, 2024, 11:17 AM EDT

First published corresponds to when the trial was first made public on the Registry after being reviewed.

Locations

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Primary Investigator

Affiliation
Caltech

Other Primary Investigator(s)

PI Affiliation
Caltech
PI Affiliation
Caltech
PI Affiliation
Caltech

Additional Trial Information

Status
In development
Start date
2024-09-15
End date
2024-12-15
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
The Allais and Ellsberg paradoxes are two of the most widely studied problems in individual decision-making, highlighting violations of expected utility for objective risk and subjective ambiguity. One notable similarity between the two problems is that both involve an outcome shift between questions whereby the outcome on one state is shifted from strictly positive to zero. Motivated by the observation that these problems, while structurally similar, yield qualitatively distinct outcomes, we systematically use paired valuation tasks to investigate the space between the two. To pin down the source of deviations, we introduce three intermediate tasks that vary across three parameter domains- 1) different payoff schemes, 2) objective or subjective probability of the state of the outcome shift, and 3) objective or subjective probability of the remaining states. Finally, we vary the objective probabilities of the Common Consequence problem that range from the tuples that coincide with the Ellsberg problem and the classic Common Consequence problem.
External Link(s)

Registration Citation

Citation
Adeney, Jack et al. 2024. "Reaction to Common Outcome Shifts: An Exploration of the Connection Between Ellsberg and Allais Paradoxes." AEA RCT Registry. September 12. https://doi.org/10.1257/rct.14312-1.0
Experimental Details

Interventions

Intervention(s)
Each task assigned consists of a pair of valuation questions. Subjects will face ten tasks that are divided into two groups. The first group contains six tasks, and the second group contains the remaining four. Group 1 is always seen before group 2, but the order of tasks within each group is fully randomized.
Intervention Start Date
2024-09-15
Intervention End Date
2024-12-15

Primary Outcomes

Primary Outcomes (end points)
For each valuation question we infer a value that makes participants indifferent between the two options. These 20 values (one for each question) constitute the key outcome variables.
Primary Outcomes (explanation)
See the uploaded analysis plan.

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
This experiment elicits valuations in versions of the Ellsberg three-color and common consequence problems using multiple price lists. All subjects complete all valuation tasks. Design calls for comparisons both between subjects (first task) and within subjects (all tasks).
Experimental Design Details
Not available
Randomization Method
By computer in background code
Randomization Unit
Individual
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
1800 individuals
Sample size: planned number of observations
1800 individuals
Sample size (or number of clusters) by treatment arms
The 1800 participants will be subdivided equally into 6 treatment groups. Each treatment group will face a different first task within the first group of tasks.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
Caltech Institutional Review Board
IRB Approval Date
2023-09-22
IRB Approval Number
IR23-1340
Analysis Plan

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