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Moral and Emotional Drivers of Climate Beliefs and Behaviors: Experimental Evidence on Religious Framing and Guilt

Last registered on July 17, 2025

Pre-Trial

Trial Information

General Information

Title
Moral and Emotional Drivers of Climate Beliefs and Behaviors: Experimental Evidence on Religious Framing and Guilt
RCT ID
AEARCTR-0016209
Initial registration date
July 16, 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
July 17, 2025, 8:11 AM EDT

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

Locations

Region

Primary Investigator

Affiliation
University of Turin

Other Primary Investigator(s)

PI Affiliation
University of Turin
PI Affiliation
University of Turin

Additional Trial Information

Status
In development
Start date
2025-08-01
End date
2025-10-30
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
This study investigates whether moral messaging can effectively increase support for pro-climate policies and promote individual pro-environmental behaviors. In a randomized experiment, we compare the effects of a religious narrative—extracted from a speech by Pope Francis—with those of a purely informational message about climate change impacts and a control group receiving no message. We assess how these narratives shape climate attitudes by analyzing a broad set of beliefs that span perceptions of material costs and strategic interdependence (e.g., expected economic and social costs, coordination failures), intergenerational and international equity (e.g., fairness across generations and between countries), religious moral framing (e.g., sin, duty, and divine purpose), and individual moral motivation (e.g., warm-glow effect, atomism, moral obbligation). To explore the role of moral emotions, we experimentally induce guilt in a subset of participants to test whether emotional activation amplifies the effect of the narratives. Guilt is examined as a channel that is psychologically consistent with the religious framing of climate action, potentially reinforcing its persuasive power.
External Link(s)

Registration Citation

Citation
Conzo, Pierluigi, Francesco Passarelli and Marina Rizzi. 2025. "Moral and Emotional Drivers of Climate Beliefs and Behaviors: Experimental Evidence on Religious Framing and Guilt." AEA RCT Registry. July 17. https://doi.org/10.1257/rct.16209-1.0
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Experimental Details

Interventions

Intervention(s)
We run an online survey-experiment in Italy. We recruit participants (age 18+) through a professional survey company (DEMETRA) to ensure that our sample is representative of the Italian population by age, gender and region.
Intervention Start Date
2025-08-01
Intervention End Date
2025-09-01

Primary Outcomes

Primary Outcomes (end points)
Support for climate mitigation policies and a real-stake behavioral task (donation to a charity) capturing a behavioral shift in environmental preferences.
Primary Outcomes (explanation)
Participants will be asked a series of policy support questions, rated on a 1 to 10 scale. These policies are designed to span a range of interventions: from carbon taxes and mobility restrictions to meat production limits and support for green infrastructure. Some questions explicitly introduce distributional trade-offs, such as whether the costs should fall more on the current generation or on future ones, or whether richer countries should bear more of the burden. This allows us to assess preferences around cost distribution, fairness, and political feasibility.
To complement these closed-ended measures, we include an open-ended question where participants can freely express the first considerations that come to mind when thinking about climate change. This will provide qualitative insight into spontaneous associations and mental models.
Additionally, participants are asked to prioritize different public policy areas, such as health, education, and the environment, to assess how climate concerns rank among other competing priorities.
Finally, a real-stakes donation task will offer a behavioral measure of climate concern. Participants who are randomly selected to win a cash prize will be asked how much of their prize (up to 50 euros) they would like to donate to different organizations, including environmental and humanitarian NGOs. This will allow us to observe actual willingness to part with resources, and whether pro-climate attitudes translate into real-world behavior.

Secondary Outcomes

Secondary Outcomes (end points)
To understand the mechanisms through which the narratives affect the aforementioned primary outcomes, we will explore the effects of these narratives on beliefs about climate change regarding costs, individual behavior, division of the burden and the connection between religion and climate change, priority of public interventions.

We also want to explore the heterogeneity in the outcomes with respect to different background characteristics of respondents and we might have a look at outcomes by sub-groups based on income, age, gender, political affiliation, educational level, employment status, religious attendance, moral values, trust and altruism. Moreover, we will also assess whether the different types of narratives trigger different emotional states.
Secondary Outcomes (explanation)
As potential mechanisms, we aim to investigate how people's attitudes and beliefs toward climate change evolve in response to different framings and messages. To do so, we have developed a set of belief-based questions that capture various psychological, moral, strategic, and economic dimensions of climate change perceptions. These belief items will allow us to analyze which considerations are most salient for individuals and how these might shift when exposed to different informational treatments.
The first group of questions probes participants' beliefs about the material costs of climate change—both in terms of global economic and social damages and the personal or societal sacrifices needed to address it. Some questions are framed around strategic interdependence (e.g., the idea that climate action only works if many people cooperate), while others tap into atomistic beliefs, where individuals may feel their own actions are irrelevant.
Another key dimension involves intergenerational and interpersonal altruism. Some items focus on the anticipated consequences of climate change for future generations, while others explicitly measure people's willingness to make personal sacrifices for the benefit of others, whether contemporaries or posterity. In addition, moral and religious framings are used to explore how spiritual or ethical convictions (e.g., sin, reward, divine proximity) influence pro-environmental attitudes.
A complementary section focuses on individual efficacy and motivation, including items that tap into the warm-glow effect—the intrinsic satisfaction of doing the right thing—even when individual actions might seem inconsequential. These questions help capture the psychological mechanisms behind voluntary environmental action and moral commitment, independent of broader strategic calculations. We would like to use beliefs either as outcomes, helping us identify the underlying mechanisms, or as moderators, to examine the heterogeneity of treatment effects (assuming they were not affected by the treatments themselves).
Finally, we will also assess whether the different types of narratives trigger different emotional states, through participants’ self-reported responses to the PANAS questionnaire, which measures a range of positive and negative emotions experienced in the moment.

Experimental Design

Experimental Design
We randomized both the narratives provided to respondents and the task that should induce guilt. As a such, we have 5 groups with different treatment condition and 1 control group.
Experimental Design Details
Not available
Randomization Method
The randomization is done by the pooling company.
Randomization Unit
Participants
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
1 country (no clusters)
Sample size: planned number of observations
4,000 respondents. Depending on budget availability we aim at expanding the sample to 6000 respondents as to achieve 1000 participants per condition.
Sample size (or number of clusters) by treatment arms
Around min. 660 respondents for each of the 6 subgroups that will receive different treatment conditions (or no treatment condition).
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
MDE=0.15, with alpha=0.05 and power=0.8 on standardized outcome measures in within groups analysis
IRB

Institutional Review Boards (IRBs)

IRB Name
Ethics Committee of Collegio Carlo Alberto
IRB Approval Date
2025-06-09
IRB Approval Number
Ethics certificate nr. 6/2025