Gender Homophily in Team Formation

Last registered on September 16, 2026

Pre-Trial

Trial Information

General Information

Title
Gender Homophily in Team Formation
RCT ID
AEARCTR-0012546
Initial registration date
March 14, 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
March 19, 2024, 5:18 PM EDT

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

Last updated
September 16, 2026, 2:08 AM EDT

Last updated is the most recent time when changes to the trial's registration were published.

Locations

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Primary Investigator

Affiliation

Other Primary Investigator(s)

PI Affiliation
University Paris Pantheon-Assas

Additional Trial Information

Status
In development
Start date
2024-03-25
End date
2026-12-20
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
Workplaces are gendered. Women tend to work with 70% female colleagues, while men work with only 30% female colleagues. This significant gender segregation in the workplace is linked to the gender wage gap. A large body of literature also indicates that people tend to associate with others of the same gender, a tendency known as 'Gender Homophily.' This homophily may further contribute to gender segregation in the labor market, as it suggests a desire to interact with same-gender coworkers. We test this hypothesis in a lab experiment in which we allow participants to sort into teams endogenously. First, we measure gender homophily by studying whether women choose to team up with women, and men with men. Second, we delve further into the mechanisms behind gender homophily by introducing a new experiment that varies the prominence and visibility of errors across different treatments.
External Link(s)

Registration Citation

Citation
De Sousa, Jose and Pauline MADIES. 2026. "Gender Homophily in Team Formation ." AEA RCT Registry. September 16. https://doi.org/10.1257/rct.12546-2.0
Experimental Details

Interventions

Intervention(s)
Update to the original experiment (AEARCTR-0012546, March 14, 2024)

We completed the experiment described in the original registration, with two additions to the initial design.

First, we added a fourth treatment, Treatment 3, which reverses the logic of Treatment 1 by making successful individual performance salient rather than mistakes. If the selected answer is correct, the name of the team member whose answer was selected is disclosed to the other participant. If the selected answer is incorrect, no individual-specific information is revealed.

The resulting experiment includes 512 participants, corresponding to four treatments, eight sessions per treatment, and 16 participants per session. Each session includes eight women and eight men, divided into four groups of two women and two men.

Second, we use performance in Round 0 as a predetermined measure of individual performance. In Round 0, participants complete the task individually, before any team interaction or feedback. They count the number of zeros in four matrices and receive no feedback on their performance. We use this measure to distinguish between high- and low-performing participants.

In the completed experiment, we find no evidence of gender homophily, on average, among men. However, we document gender homophily among women, which is driven by high-performing women. This pattern is constant across feedback regimes and is not explained by gender differences in performance or by gender differences in beliefs about performance.

These findings motivate a new extension designed to examine whether gender homophily among high-performing women persists when information on the performance of potential partners in Round 0 is disclosed.
Intervention Start Date
2024-03-25
Intervention End Date
2026-12-20

Primary Outcomes

Primary Outcomes (end points)
- Our primary focus is examining homophily through participants' ranking of potential partner CVs. We will test whether women assign higher ranks to female CVs, and men to male CVs. We will retain the gender homophily index used in the original experiment (see explanations).

- Our interest is in how gender homophily changes with the gender gap in performance. We illustrate our theoretical predictions using the case of female homophily among high-performing women. Predictions with gender gap in performance (see explanations).

- We will track individual and team performance, along with beliefs regarding personal and partner's performance.

- Post-experiment, we will also collect information on participants' sensitivity to negative evaluation and punishment.
Primary Outcomes (explanation)
- Gender Homophily index
We will retain the gender-homophily index used in the original experiment.
Each participant assigns ranks from 1 to 4 to two same-gender and two opposite-gender CVs. We assign Borda scores
s(r) = 3 if r = 1; 2 if r = 2; 1 if r = 3; 0 if r = 4
The gender-homophily index is
Gᵢ = s(rᵢ⁽¹⁾) + s(rᵢ⁽²⁾)
where rᵢ⁽¹⁾ and rᵢ⁽²⁾ are the ranks assigned to the two same-gender potential partners.
The index ranges from 1 to 5, with higher values indicating greater gender homophily.
We will use this aggregate measure to examine whether average homophily changes when information on potential partners' performance becomes available.

- Predictions with gender gap in performance: When male CVs display relatively higher performance than female CVs.
Case 1: Female homophily decreases with the gender gap in performance
This pattern would be consistent with lexicographic preferences: performance first; gender otherwise.
Case 2: Female homophily does not respond to the gender gap in performance
This pattern would be consistent with preference-based homophily that persists despite differences in potential partners’ performance.
Case 3: Female homophily increases with the gender gap in performance
This pattern would be consistent with motives such as gender inequality aversion or altruistic motives toward female partners.

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
In the completed experiment, we find no evidence of gender homophily, on average, among men. However, we document gender homophily among women, which is driven by high-performing women. This pattern is constant across feedback regimes and is not explained by gender differences in performance or by gender differences in beliefs about performance.

These findings motivate an extension designed to examine whether gender homophily among high-performing women persists when information on the performance of potential partners in Round 0 is displayed.

The extension keeps the experimental setting as close as possible to the original design but adds predetermined performance to the information displayed in potential partners' CVs.

As in the original experiment, participants first complete Round 0 individually and without feedback (Treatment 0). They then complete three rounds of partner rankings. In each round, participants rank four CVs, two females and two males, from most to least preferred. Motivated by the fact that CV rankings are stable across rounds, we randomly select one of the three rounds for implementation, and participants are matched according to their ranking in that round to perform the collective task in pairs.

The main difference with the original experiment is that each CV additionally reports the potential partner's performance in Round 0. The main question is whether high-performing women continue to prefer female partners when male potential partners perform better.
Experimental Design Details
Not available
Randomization Method
computer program
Randomization Unit
session
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
450 participants.
Sample size: planned number of observations
200 participants.
Sample size (or number of clusters) by treatment arms
200 additional participants in the control treatment, with predetermined performance displayed in the CVs.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
Supporting Documents and Materials

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IRB

Institutional Review Boards (IRBs)

IRB Name
Paris School of Economics Institutional Review Board
IRB Approval Date
2024-02-02
IRB Approval Number
2023-054