Measuring the impact of scientific consensus on individual preferences for climate change mitigation. A survey experiment

Last registered on June 24, 2024

Pre-Trial

Trial Information

General Information

Title
Measuring the impact of scientific consensus on individual preferences for climate change mitigation. A survey experiment
RCT ID
AEARCTR-0013775
Initial registration date
June 06, 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
June 24, 2024, 12:19 PM EDT

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

Locations

Region

Primary Investigator

Affiliation
Università Cattolica del Sacro Cuore, Milano - Catholic University of the Sacred Heart, Milan

Other Primary Investigator(s)

PI Affiliation
Università Cattolica del Sacro Cuore, Milano - Catholic University of the Sacred Heart, Milan

Additional Trial Information

Status
In development
Start date
2024-06-03
End date
2024-06-30
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
This study investigates the impact of scientific consensus information on public perceptions of climate change and their willingness to pay for mitigation efforts. Utilizing a representative sample of the Italian adult population, participants are randomized into four groups, each exposed to varying statements about the anthropogenic causes of climate change from two scientists with opposing views. Subsequently, participants receive information on the degree of scientific consensus regarding these views. The experiment measures changes in participants' willingness to pay both in income and as an extra cost for consumer goods to mitigate climate change effects. Control variables include political affiliation, education level, and trust in science. Findings provide insights into the effectiveness of consensus messaging in influencing public attitudes towards climate change and policy support.
External Link(s)

Registration Citation

Citation
MAGGIONI, Mario A. and Domenico ROSSIGNOLI. 2024. "Measuring the impact of scientific consensus on individual preferences for climate change mitigation. A survey experiment." AEA RCT Registry. June 24. https://doi.org/10.1257/rct.13775-1.0
Experimental Details

Interventions

Intervention(s)
This study investigates the impact of scientific consensus information on public perceptions of climate change and their willingness to pay for mitigation efforts. Utilizing a representative sample of the Italian adult population, participants are randomized into four groups, each exposed to varying statements about the anthropogenic causes of climate change from two scientists with opposing views. Subsequently, participants receive information on the degree of scientific consensus regarding these views. The experiment measures changes in participants' willingness to pay both in income and as an extra cost for consumer goods to mitigate climate change effects. Control variables include political affiliation, education level, and trust in science. Findings provide insights into the effectiveness of consensus messaging in influencing public attitudes towards climate change and policy support.
Intervention Start Date
2024-06-03
Intervention End Date
2024-06-30

Primary Outcomes

Primary Outcomes (end points)
a. Willingness to pay (income tax)
b. Willingness to pay (consumer good price)
Primary Outcomes (explanation)
a. Willingness to pay (income tax): participants are asked to state a sum (in euro) within the range 0-100 they are willing to pay (as a monthly increase to their income tax) to mitigate the negative effects of climate change.
b. Willingness to pay (consumer good price): participants are asked to state a sum (in euro) within the range 0-1 they are willing to pay as an extra amount to buy a “greener” version of the product whose production has a lower negative effect on climate change.

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
This study investigates the impact of scientific consensus information on public perceptions of climate change and their willingness to pay for mitigation efforts. Utilizing a representative sample of the Italian adult population, participants are randomized into four groups, each exposed to varying statements about the anthropogenic causes of climate change from two scientists with opposing views. Subsequently, participants receive information on the degree of scientific consensus regarding these views. The experiment measures changes in participants' willingness to pay both in income and as an extra cost for consumer goods to mitigate climate change effects. Control variables include political affiliation, education level, and trust in science. Findings provide insights into the effectiveness of consensus messaging in influencing public attitudes towards climate change and policy support.
• Participants are enrolled in the sample through the SWG panel. The sample will be representative of the Italian adult population.
• Participants in each group will be presented with baseline questions that are the same in all groups. They are then randomized into 4 treatment groups to receive 2 treatments each:

TREATMENT I:
- Participants in all groups receive a general statement about the current climate situation retrieved from the European Environmental Agency report: Global and European Temperatures (2023)
- Group 1 does not receive any additional information
- Group 2 receives a statement about climate change by scientist A who emphasizes the natural causes of climate change
- Group 3 receives a statement about climate change by Scientist B who emphasizes the anthropogenic causes of climate change
- Group 4 receives both statements A and B
- After exposure to the statements, participants will complete a survey questionnaire including post outcome variables.

TREATMENT II:
- Participants in all groups receive a new piece of information about the degree of scientific consensus within the scientific community about the statements they received.
- Group 1 receives information about the degree of the scientific community’s consensus about the main causes of climate change (i.e. anthropogenic vs. natural).
- Group 2 receives information about the degree of the scientific community’s consensus on the position of scientist A as compared to the opposing view
- Group 3 receives information about the degree of the scientific community’s consensus on the position of scientist B as compared to the opposing view
- Group 4 receives information about the degree of the scientific community’s consensus on the positions of both scientists A and B.
- After exposure to this new information participants will complete a new set of questions including outcome variables as after TREATMENT I and new questions to motivate their (potential) change of mind.

• The scientific community consensus is drawn from: Myers, K. F., Doran, P. T., Cook, J., Kotcher, J. E., & Myers, T. A. (2021), "Consensus revisited: quantifying scientific agreement on climate change and climate expertise among Earth scientists 10 years later", Environmental Research Letters 16(10)
Experimental Design Details
Randomization Method
randomization done by the external pollster which administers the survey
Randomization Unit
individuals are randomly assigned to 4 treatment arms, stratified by socio-demographic characteristics
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
4 treatment arms
Sample size: planned number of observations
1600 individuals
Sample size (or number of clusters) by treatment arms
400 individuals
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
Due to financial constraints, the survey experiment will be administered to a maximum of 1600 subject by a professional provider. We devised 4 treatment arms (including control) therefore each arm includes 400 subjects. The MDE for change in WTP induced by treatment is in the range of 0.198 to 0.397 standard deviations (the minimum standard deviation considered is equal to control group average). This MDE further corresponds to a minimum increase of 19.8% increase w.r.t. the average WTP measured in England in a similar survey.
IRB

Institutional Review Boards (IRBs)

IRB Name
CERPS
IRB Approval Date
2024-05-08
IRB Approval Number
73/24

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