Payoffs, Beliefs, and Cooperation in Infinitely Repeated Games

Last registered on February 28, 2024

Pre-Trial

Trial Information

General Information

Title
Payoffs, Beliefs, and Cooperation in Infinitely Repeated Games
RCT ID
AEARCTR-0012816
Initial registration date
January 11, 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
January 12, 2024, 3:40 PM EST

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

Last updated
February 28, 2024, 3:17 AM EST

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

Locations

Region

Primary Investigator

Affiliation
University of Potsdam

Other Primary Investigator(s)

PI Affiliation
University of Potsdam
PI Affiliation
University of Potsdam

Additional Trial Information

Status
Completed
Start date
2024-01-14
End date
2024-02-13
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
This is the preregistration of a laboratory experiment designed as an empirical test of our paper ``Payoffs, Beliefs, and Cooperation in Infinitely Repeated Games," available at SSRN 4491762.

The accompanying document contains a detailed description of the experimental design and procedures, the hypotheses and planned statistical analysis, the results of the power analysis, as well as the instructions from the experiment.
External Link(s)

Registration Citation

Citation
Andres, Maximilian, Lisa Bruttel and Juri Nithammer. 2024. "Payoffs, Beliefs, and Cooperation in Infinitely Repeated Games." AEA RCT Registry. February 28. https://doi.org/10.1257/rct.12816-2.0
Experimental Details

Interventions

Intervention(s)
In our model (see Andres et al., 2023), we show that a player's belief about the probability of cooperation by their opponent moderates the effect of changes in the payoff parameters on cooperation in a prisoner's dilemma. If beliefs are optimistic, increasing the gain from unilateral defection has a large negative effect on cooperation, while increasing the loss from unilateral cooperation has a negligible effect. However, if beliefs are pessimistic, increasing the gain has only a negligible effect, while increasing the loss has a large negative effect on cooperation.

Participants in the experiment face different versions of the infinitely repeated prisoner's dilemma game. We induce beliefs by informing participants truthfully that we will match them to a partner only after they have chosen their strategy in the infinitely repeated game and by telling them ex ante the probability that we will match them to a partner who plays Grim or AlwaysDefect, respectively.

For more details, see the accompanying document.
Intervention Start Date
2024-01-14
Intervention End Date
2024-02-13

Primary Outcomes

Primary Outcomes (end points)
Differences in the critical discount factors between the Base game and the HighGain game, and between the Base game and the HighLoss game. (-1,1)
Primary Outcomes (explanation)
For more details, including the formal definition of the outcome variables, hypotheses, planned statistical analyses and power, see the accompanying document.

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
All participants choose strategies in three different prisoner's dilemma games that vary the stage-game payoff-parameters. Participants play infinitely repeated versions of all three games. For each of the stage-games, participants choose among the two strategies Grim and AlwaysDefect. They make this choice for nine possible discount factors {0.1,...,0.9}. We compare three treatments in which beliefs vary exogenously between participants.

For more details, including details of the experimental setup, parametrization, treatment variations, filtering rule and instructions, see the accompanying document.
Experimental Design Details
Randomization Method
Randomization by computer for each individual in each session.
Randomization Unit
Individual.
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
250 individuals.
Sample size: planned number of observations
250 individuals. These refer to individuals for which critical discount factors, and, thus, our outcome variables, can be computed. See the Section "Filtering Rule" in the accompanying document for more details.
Sample size (or number of clusters) by treatment arms
About 83 individuals per treatment. Exact numbers depend on the realized random draws by the computer.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
We have powered the study for an approximate Cohen's d of 0.5. Power analysis was conducted using a Monte Carlo simulation of the underlying data generating process. For more details, see the accompanying document.
Supporting Documents and Materials

Documents

Document Name
Detailed Preregistration
Document Type
other
Document Description
This document contains a detailed description of the experimental design and procedures, the hypotheses and planned statistical analysis, the results of the power analysis, as well as the instructions from the experiment.
File
Detailed Preregistration

MD5: ba4e36c121b2d4c61a23c5cff6b3d676

SHA1: d30202b53eb327f880534396937e7e0a93311dc5

Uploaded At: January 11, 2024

IRB

Institutional Review Boards (IRBs)

IRB Name
IRB Approval Date
IRB Approval Number

Post-Trial

Post Trial Information

Study Withdrawal

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Request Information

Intervention

Is the intervention completed?
Yes
Intervention Completion Date
February 13, 2024, 12:00 +00:00
Data Collection Complete
Yes
Data Collection Completion Date
February 13, 2024, 12:00 +00:00
Final Sample Size: Number of Clusters (Unit of Randomization)
Was attrition correlated with treatment status?
Final Sample Size: Total Number of Observations
Final Sample Size (or Number of Clusters) by Treatment Arms
Data Publication

Data Publication

Is public data available?
No

Program Files

Program Files
Reports, Papers & Other Materials

Relevant Paper(s)

Reports & Other Materials