Measuring Anticipation of Discrimination in Cooperation Dilemmas

Last registered on August 10, 2026

Pre-Trial

Trial Information

General Information

Title
Measuring Anticipation of Discrimination in Cooperation Dilemmas
RCT ID
AEARCTR-0019339
Initial registration date
August 09, 2026

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
August 10, 2026, 5:04 PM EDT

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

Locations

Region

Primary Investigator

Affiliation
Uni Warwick

Other Primary Investigator(s)

Additional Trial Information

Status
In development
Start date
2026-08-10
End date
2026-09-30
Secondary IDs
Prior work
This trial is based on or builds upon one or more prior RCTs.
Abstract
Does anticipation of discrimination, beliefs individuals have about the behavior of others toward them, affect trust and cooperation? We develop a novel design to isolate the role of anticipation of discrimination in cooperation dilemmas using a trust game. We capture the effect of anticipation as the double difference between the amount transferred by trustors to outgroup vs. ingroup trustees when the trustor's own identity is revealed vs. concealed. We conduct this study in UK and US in the context of affective polarization. In addition, we implement the trustee's decision using the strategy method. This allows us to study whether trustees hold taste for discrimination. We combine our game with survey measures of trust and affective polarization, and also collect data on beliefs. Finally, we also aim to implement an information treatment to test if anticipation disappears.
External Link(s)

Registration Citation

Citation
Rustagi, Devesh. 2026. "Measuring Anticipation of Discrimination in Cooperation Dilemmas." AEA RCT Registry. August 10. https://doi.org/10.1257/rct.19339-1.0
Experimental Details

Interventions

Intervention(s)
we conduct a trust game with a 2x2 design: identities revealed vs concealed and ingroup vs outgroup. These conditions are randomly assigned. We then give information on the average of conditional responses of trustees to trustors to see if anticipation still survives.
Intervention (Hidden)
Our experimental design is based on trust, which is a vital ingredient for economic exchange and development. We use a trust game, which is the cornerstone of cooperation dilemmas and for measuring trust as a cultural trait. The game has two players, a trustor and a trustee. We give both players the same endowment at the beginning of the game. Crucially, the players take decisions sequentially: the trustor decides first to send any amount between zero and her endowment to the trustee, which is tripled by the experimenter. The trustee then decides whether and how much to transfer back to the trustor. The total payoffs are maximized if the trustor sends her entire endowment in the expectation that the trustee reciprocates. However, if the trustee does not, the trustor loses money. This creates a cooperation dilemma.


The trust game has three implications that are relevant for isolating the role of anticipation of discrimination from confounding motives: a) Since the trustor moves first, her decision may reflect anticipation of discrimination, as well as taste-based and statistical discrimination. b) Since the trustee is the second mover, she can condition her decision on the trustor's transfer. This implies that the trustee's decision is driven by taste-based discrimination, but not statistical discrimination or anticipation of discrimination. c) Since the trustee can condition her decision on the trustor's transfer and the trustor knows that, the game rules out higher-order beliefs (anticipation of anticipation, and so on) from playing a role, which simplifies the challenge of separating anticipation of discrimination from other motives of the trustor. In addition, the behavior of trustees can be used to shed light on whether anticipation of discrimination by trustors is misperceived.

To separate the different motives underlying a trustor's behavior, we augment the trust game as follows. We randomly match individuals with an ingroup or outgroup person, so that individuals are aware that there is a 50 \% chance of being matched with an outgroup person. Then we experimentally vary the information structure of the game. We flip a coin for each individual within a match to determine whether her own identity is revealed or concealed to the other person, such that the outcomes of the coin flip are common knowledge. This generates four key treatments: outgroup-revealed, ingroup-revealed, outgroup-concealed, and ingroup-concealed.

We take the \textit{first} difference ($D_{1}$) between the amount sent by the trustors to outgroup vs. ingroup trustees, when the trustor's own identity is \textit{revealed}. The first difference captures the importance of taste-based and statistical discrimination by the trustor, as well as her anticipation of discrimination, as the trustor's own identity is revealed. We then take the \textit{second} difference ($D_{2}$) between the amount sent by the trustors to outgroup vs. ingroup trustees, when the trustor's own identity is \textit{concealed}. The second difference reflects taste-based and statistical discrimination by the trustor but cannot be influenced by anticipation of discrimination, as the trustor's own identity is concealed. Since taste-based and statistical discrimination by the trustor should not depend on whether her own identity is revealed or concealed, a double difference between $D_{1}$ and $D_{2}$ allows us to estimate the importance of anticipation of discrimination over and above a trustor's taste-based and statistical discrimination. We also elicit a trustor's expectation of the amount they think the trustee will return. This allows us to go beyond the reduced-form evidence and confirm whether anticipation of discrimination indeed undermines trust.
Intervention Start Date
2026-08-10
Intervention End Date
2026-09-30

Primary Outcomes

Primary Outcomes (end points)
behavior in the trust game: amount transferred, amount sent back in the strategy method, survey measures of trust and affective polarization, beliefs.
Primary Outcomes (explanation)

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
we conduct a trust game with a 2x2 design: identities revealed vs concealed and ingroup vs outgroup. These conditions are randomly assigned. We then give information on the average of conditional responses of trustees to trustors to see if anticipation still survives.
Experimental Design Details
Randomization Method
done by computer.
Randomization Unit
individual
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
NA
Sample size: planned number of observations
1600 participants in the UK, 1600 in USA, 500-1000 in the information treatment.
Sample size (or number of clusters) by treatment arms
NA
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
Goethe University Frankfurt, University of Warwick
IRB Approval Date
2026-05-11
IRB Approval Number
214/25-26

Post-Trial

Post Trial Information

Study Withdrawal

There is information in this trial unavailable to the public. Use the button below to request access.

Request Information

Intervention

Is the intervention completed?
No
Data Collection Complete
Data Publication

Data Publication

Is public data available?
No

Program Files

Program Files
Reports, Papers & Other Materials

Relevant Paper(s)

Reports & Other Materials