Understanding the Impact of Female Role Models on Women's Choice to Major in Economics

Last registered on October 13, 2025

Pre-Trial

Trial Information

General Information

Title
Understanding the Impact of Female Role Models on Women's Choice to Major in Economics
RCT ID
AEARCTR-0016771
Initial registration date
October 08, 2025

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 13, 2025, 10:14 AM EDT

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

Locations

Region

Primary Investigator

Affiliation
ITAM

Other Primary Investigator(s)

PI Affiliation
ITAM
PI Affiliation
ITAM

Additional Trial Information

Status
In development
Start date
2025-10-08
End date
2026-12-30
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
This is the first (out of two) survey experiments with students in their last two years of high school in Mexico to understand how they perceive information about an economics (and other related fields) major when presented by a woman versus a man. Using the insights of this first experiment, we will run a hypothetical choice experiment (second survey, in a year from now), randomly varying both university/program characteristics and the gender of the role model to explore the mechanisms through which female role models may operate.

The current registration and pre-analysis plan involve only the first study. In this first study, we implement a simple online experiment targeting female participants who have not begun undergraduate studies, focusing on high-caliber students from Mexico's top 80-100 high schools.
Participants randomly receive one of two informational flyers about fictional universities offering programs in economics and related fields. The only difference will be the gender of the person highlighted—either a female or a male student (the role model).

Participants will then answer both open-ended and closed-ended questions about the characteristics they infer about the advertised university program. We will also collect basic socio-demographic data to approximate socioeconomic status (e.g., parental education) and ability (e.g., self-reported high school GPA).

This research design allows us to identify key attributes of the university/program associated to the gender of the role model. While past studies highlight factors like female faculty or career opportunities, we avoid assuming which attributes matter. Instead, we let the empirical evidence define the relevant characteristics, avoiding any reliance on our own prior beliefs.
External Link(s)

Registration Citation

Citation
Del Carpio, Lucia, Emilio Gutierrez and Adrian Rubli. 2025. "Understanding the Impact of Female Role Models on Women's Choice to Major in Economics." AEA RCT Registry. October 13. https://doi.org/10.1257/rct.16771-1.0
Sponsors & Partners

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Experimental Details

Interventions

Intervention(s)
Intervention Start Date
2025-10-08
Intervention End Date
2026-12-30

Primary Outcomes

Primary Outcomes (end points)
There are three primary outcomes in this first survey: (i) the “attributes” associated with female vs. male role models, ii) any rating differences based on the gender of the role model in six pre-defined dimensions, and (iii) the estimated share of female students at the university.
Primary Outcomes (explanation)

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
This first study consists of a short online survey expected to take less than 10 minutes for respondents to complete. Respondents will be female participants who have not begun undergraduate studies, focusing on high-caliber students from Mexico's top 80-100 high schools. The survey is administered by the researchers at the respondents’ schools, using the respondents’ phones.
The survey begins by showing an informational flyer about a fictional university offering programs in economics and related fields. At the time respondents see the informational flyer, the Qualtrics platform randomly assigns respondents to either a "female role model" or a "male role model". The flyer displays the role model image saliently, in addition to the name of the university, the program, a quote by the student highlighted and a QR to ask for more information about the program.
Then the respondent is asked an open-form question about the characteristics they infer and three closed-form questions. The open-form question is asked first.
Experimental Design Details
Not available
Randomization Method
The Qualtrics platform randomly assigns respondents to either a "female role model" or a "male role model".
Randomization Unit
Randomization is at the "individual" level: each respondent sees only one informational flyer and there is a 50% chance it will display a female role model and a 50% chance it will display a male role model.
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
No clusters
Sample size: planned number of observations
The planned sample size is 1,000 female respondents and the design is not clustered
Sample size (or number of clusters) by treatment arms
500 treatment and 500 control.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
ITAM
IRB Approval Date
2025-09-19
IRB Approval Number
N/A
Analysis Plan

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