Climate Change Anxieties and Family Size

Last registered on April 22, 2024

Pre-Trial

Trial Information

General Information

Title
Climate Change Anxieties and Family Size
RCT ID
AEARCTR-0013402
Initial registration date
April 17, 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
April 22, 2024, 10:05 AM EDT

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

Locations

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

Request Information

Primary Investigator

Affiliation
Middlebury College

Other Primary Investigator(s)

PI Affiliation
Middlebury College
PI Affiliation
Middlebury College
PI Affiliation
Middlebury College

Additional Trial Information

Status
In development
Start date
2024-04-18
End date
2026-06-30
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
As the climate crisis worsens and more people in the United States personally experience the climate change impacts, anxieties about climate change impacts also grow. Two such climate anxieties have received considerable attention in popular press – numerous newspaper articles, blogs, podcasts, and now general interest books link the decision to have children to climate. The first anxiety frames the decision to have children as one of the behaviors contributing to climate change the most: children and their children will contribute greenhouse gas emissions through their life-long consumption (they will own houses, cars, etc.). The second frames the decision to have children in light of the future impacts of climate on children – the world we are leaving to future generations is more uncertain, with more natural disasters, extreme heat events, and other calamities. Despite proliferation of such narratives in popular press, the academic work on the subject has been limited to correlational studies and some simulations about the impact of population growth on climate. In our study, in contrast, we design an information provision experiment to induce random variation in the salience of the two climate anxieties – the impact of children on climate and the impact of climate on children – and causally estimate their effects. While we hear many conversations about climate change and family size in the United States, it is not clear to us to what extent climate change anxieties impact such complex and personal decisions as having children and the number of children. We cannot observe the effects of climate information on actual family size, of course, but we can evaluate its effects on both expected family size and, no less important, ideal family size.
External Link(s)

Registration Citation

Citation
Berazneva, Julia et al. 2024. "Climate Change Anxieties and Family Size." AEA RCT Registry. April 22. https://doi.org/10.1257/rct.13402-1.0
Sponsors & Partners

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

Request Information
Experimental Details

Interventions

Intervention(s)
We design an information provision experiment to induce random variation in the salience of the two climate anxieties – the impact of children on climate and the impact of climate on children – and causally estimate their effects in the population of Gen-Z Americans.
Intervention Start Date
2024-04-18
Intervention End Date
2024-06-30

Primary Outcomes

Primary Outcomes (end points)
We have three primary outcomes: ideal number of children, intended number of children, and number of children an American family should have going forward.
Primary Outcomes (explanation)

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
We have two information treatments, reflecting the two climate anxieties that may affect family size and two corresponding control groups. The two control groups answer a factual question about one of the anxieties, while the two treatment groups answer the same factual question but also see the correct scientific estimates. We incentivize the responses to our questions and limit the time spent on them to 30 seconds. In addition, we have a “pure control” group of participants – these respondents do not see the questions or the information about climate anxieties, but are asked to answer demographic and family size questions. We revisit our respondents 2-3 weeks after the initial experiment to check whether the effects of information provision persist and the extent of the information spillover. As before, we elicit incentivized beliefs but now about both climate anxieties, which will also allow us to consider the role of belief spillovers.
Experimental Design Details
Not available
Randomization Method
Our study is between subjects so that the unit of randomization is the participant who is randomized to just one of the five conditions: treatment or control for the first climate anxiety (impact of children on climate), treatment or control for the second climate anxiety (impact of climate on children), or “pure” control where participants see no information but answer demographic and family size questions.
Randomization Unit
Unit of randomization is individual.
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
3,600 individuals.
Sample size: planned number of observations
3,600 individuals.
Sample size (or number of clusters) by treatment arms
800 per treatment group, plus a pure control of 400 observations, for a total of 3,600 observations.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
Our power calculations are consistent with the rule of thumb offered in Haaland et al. (2023). Based on the distribution of the main outcomes in our pilots, to detect 0.15sd treatment effect (power = 0.8, significance = 0.05) requires 700 observations per group.
IRB

Institutional Review Boards (IRBs)

IRB Name
Middlebury College Institutional Review Board
IRB Approval Date
2024-04-04
IRB Approval Number
324
Analysis Plan

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

Request Information