Response-Order Effects in a Financial Market

Last registered on October 28, 2024

Pre-Trial

Trial Information

General Information

Title
Response-Order Effects in a Financial Market
RCT ID
AEARCTR-0014422
Initial registration date
October 19, 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
October 28, 2024, 12:48 PM 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
DePaul University

Other Primary Investigator(s)

Additional Trial Information

Status
In development
Start date
2024-10-23
End date
2025-04-23
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
The experiment studies the consequences of the response-order effect in a financial market. Details are in the pre-analysis plan.
External Link(s)

Registration Citation

Citation
Yan, Hongjun. 2024. "Response-Order Effects in a Financial Market." AEA RCT Registry. October 28. https://doi.org/10.1257/rct.14422-1.0
Experimental Details

Interventions

Intervention(s)
This experiment examines the response-order effect in a real financial market.

Details are provided in the pre-analysis plan, which will be made public after the study is over.
Intervention Start Date
2024-10-23
Intervention End Date
2025-04-23

Primary Outcomes

Primary Outcomes (end points)
Outcome variables are survey responses, recommended portfolios, and investment outcome.
Primary Outcomes (explanation)
Treatment: Responses to survey questions are listed in reverse order.
Analysis: One goal of this study is to examine if and how much reversing order affects investors' answers, and as a consequence their risk tolerance profiles and recommended portfolios. The ultimate goal is to estimate if and how much reversing order affects investors' portfolios and investment returns.

Details are provided in the pre-analysis plan, which will be made public after the study is over.

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
Details are provided in the pre-analysis plan, which will be made public after the study is over.
Experimental Design Details
Not available
Randomization Method
In the experiment, the survey will be presented in two versions, the only difference being that the responses to each survey question are listed in opposite orders. One version, labeled as the “original-order survey” is currently in use. In the other version, the “reverse-order survey,” the responses to each survey question are listed in opposite orders. A customer is randomly assigned, with a 50% chance, one of the two versions.
Randomization Unit
individual
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
10000 individuals
Sample size: planned number of observations
10000 individuals
Sample size (or number of clusters) by treatment arms
5000 individuals control, 5000 individuals treatment (reverse order)
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
DePaul University
IRB Approval Date
2024-09-30
IRB Approval Number
IRB-2024-1411
Analysis Plan

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