Climate-induced economic risks and cooperative behavior: An experimental analysis

Last registered on August 01, 2025

Pre-Trial

Trial Information

General Information

Title
Climate-induced economic risks and cooperative behavior: An experimental analysis
RCT ID
AEARCTR-0016401
Initial registration date
July 29, 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
August 01, 2025, 10:16 AM EDT

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

Locations

Region

Primary Investigator

Affiliation
Helmut-Schmidt-Universität

Other Primary Investigator(s)

PI Affiliation
Helmut-Schmidt-Universität
PI Affiliation
Universität St. Gallen

Additional Trial Information

Status
In development
Start date
2025-08-25
End date
2025-10-31
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
In this project, we experimentally investigate whether aleatoric uncertainty influences voluntary contribution behavior in a dynamic public goods game. The basis for this is the experiment by Gächter et al. (2017, JPubE), in which dynamic dependence between the rounds of the game is created by making the payouts from the previous round the initial endowments for the current round. While Gächter et al. (2017) focus on the effect of punishment on contribution behavior, this project introduces risk to mimic climate-related damage. In each round, there is a certain probability that an (extreme weather) event will occur, which, depending on previous investment in the public good, causes a certain amount of damage in the form of destruction of the initial endowment. The experimental design is such that both treatments (with and without extreme-weather events) are strategically equivalent for players seeking to maximize their own payoffs.
External Link(s)

Registration Citation

Citation
Berlemann, Michael, Hauke Roggenkamp and Stefan Traub. 2025. "Climate-induced economic risks and cooperative behavior: An experimental analysis." AEA RCT Registry. August 01. https://doi.org/10.1257/rct.16401-1.0
Experimental Details

Interventions

Intervention(s)
There are two between-subjects treatments, baseline and uncertainty.

Baseline: Groups of 4 players play the dynamic public goods game as described in Gächter et al. (2017). At the beginning of each round, players decide individually and anonymously how much of their initial endowment to invest in the public good. At the end of the round, players receive feedback and their individual payoffs become their initial endowment for the next round. The game ends after 10 rounds.

Uncertainty: Same as baseline, but with a 20% probability that an event destroys between 0% and 50% of the payout. The amount of damage depends on the group investment in the public good; the higher the investment, the lower the damage.

Strategic equivalence: The marginal per capita return (MPCR) is modified in the Uncertainty Treatment so that its expected value is identical to that of the Baseline Treatment.

The two rounds in the uncertainty treatment in which the event occurs are the same for all participants and are drawn in advance.
Intervention (Hidden)
Intervention Start Date
2025-08-25
Intervention End Date
2025-10-31

Primary Outcomes

Primary Outcomes (end points)
The main outcome variable is the relative share of initial endowment that is invested in the public good at the individual or group level.
In the first round, all observations are independent and can be considered at the individual level.
In the following rounds, the observations at the group level are dependent, and therefore the group average or group outcome in round 10 is considered.
Primary Outcomes (explanation)

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
Each round is a standard public goods game with the payoff function
N_(i,t+1)=N_(i,t)-c_(i,t)+MPCR_(i,t)*sum_(j) c_(j,t)-D_(i,t)

N_(i,t+1) is the payoff of round t for player i which become the initial endowment of round t+1.
N_(i,t) is the initial endowment (which is the same for all player in period 1).
c_(i,t) is his contribution to the public good.
MPCR_(i,t) is the marginal per capita return. In Baseline, it is simply 1.5/4 (4 is the group size). In Uncertainty, it is (1.5/4-p*delta*N_(i,t)/sum_(k)N_(k,t)), where p=0.2 is the ex-ante probability of an extreme event and delta=0.5 is the size of the damage.
D_(i,t) is the expected individual damage. D_(i,t)=p*f_(t)*d_{i,t], where f_(t) is the damage factor (1-sum_{j,t}*c_{j,t}/sum_{j,t}N_{j,t}) and d_(i,t) is the individual maximum damage delta*N_{i,t}.

In each round group members simultaneously and anonymously submit their individual contributions c_(i,t)s. At the end of the round, feedback is given. In the Uncertainty Treatment, an event may occur that destroys up to half of the payoff. The payoff of the current round becomes the endowment of the next round. After 10 rounds the game ends and participants receive their payoffs.

We also elicit subjects' risk attitudes and socio-demographic data.
Experimental Design Details
Randomization Method
by computer
Randomization Unit
individual/group; random assignment to one group of 4 participants/of the two treatments
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
None
Sample size: planned number of observations
400 Participants = 100 Groups
Sample size (or number of clusters) by treatment arms
50 Groups per Treatment
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
German Association for Experimental Economic Research e.V.
IRB Approval Date
2025-07-23
IRB Approval Number
i1L7xq2H

Post-Trial

Post Trial Information

Study Withdrawal

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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