Policy Impacts are in the Eye of the Beholder

Last registered on May 06, 2025

Pre-Trial

Trial Information

General Information

Title
Policy Impacts are in the Eye of the Beholder
RCT ID
AEARCTR-0015899
Initial registration date
May 04, 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
May 06, 2025, 5:15 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 Padova

Other Primary Investigator(s)

PI Affiliation
Univeristy of Copenhagen
PI Affiliation
Einaudi Institute for Economics and Finance
PI Affiliation
University of Naples Federico II
PI Affiliation
University of Naples Federico II

Additional Trial Information

Status
In development
Start date
2025-05-05
End date
2025-11-02
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
In many countries, political debates about important policies are highly polarized, with people often trusting information that matches their political views. In this study, we conduct a survey experiment on a representative sample of the Italian population to investigate how people change their beliefs about key reforms—early retirement, migrant regularization, employment protection, and guaranteed minimum income—after receiving scientific evidence. Specifically, we test whether people react differently depending on their political alignment with the news outlet reporting the information, and whether thinking about their political group’s views influences their own opinions. Our results will help us understand how political identity affects learning from evidence and support for public policies.
External Link(s)

Registration Citation

Citation
bertoni, marco et al. 2025. "Policy Impacts are in the Eye of the Beholder." AEA RCT Registry. May 06. https://doi.org/10.1257/rct.15899-1.0
Sponsors & Partners

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Experimental Details

Interventions

Intervention(s)
Participants in the survey experiment see short descriptions of four structural reforms that took place in Italy in recent decades. They see the four reforms in random order: early retirement (Quota 100), migrant regularization (Decreto Flussi), employment protection (Jobs Act), or guaranteed minimum income (Reddito di Cittadinanza).

Each reform is randomly associated with an information treatment: (1) no scientific evidence, (2) scientific evidence reported by outlets without a specified political bias, (3) scientific evidence reported by a left-leaning news outlet, (4) scientific evidence reported by a right-leaning news outlet.

All information provided to participants is real and non-deceptive: the scientific findings and news articles cited are authentic, and sources are accurately presented.

Participants then answer questions about their perceptions of the policy’s effects, their voting intentions in a hypothetical referendum, and their beliefs about how co-partisans would vote.

The intervention tests belief updating, sensitivity to media alignment, and the role of conformism in shaping policy support.
Intervention (Hidden)
Intervention Start Date
2025-05-05
Intervention End Date
2025-11-02

Primary Outcomes

Primary Outcomes (end points)
Perceptions of Policy Impacts: Participants’ beliefs about the effects of the targeted policies, measured on a scale (positive, neutral, negative), along with reported confidence levels (“how sure are you” on a 0–100 scale).

Voting Intentions: Participants' stated voting intentions in hypothetical referenda introducing the targeted policies (options: in favor, against, abstain).

Second-Order Beliefs: Participants' beliefs about how voters sharing their political orientation would vote in the same hypothetical referenda (response scale: 0–100 voters in favor out of 100 voters).
Primary Outcomes (explanation)

Secondary Outcomes

Secondary Outcomes (end points)
Media credibility perceptions: Participants' ratings (on a scale from 1 to 10) of the perceived credibility (factual accuracy) of the four news outlets presented (Il Fatto Quotidiano, Il Giornale, Il Sole 24 Ore, and La Repubblica).

Perceived political orientation of media outlets: Participants' placement of the same four news outlets on a political spectrum ranging from extreme left to extreme right.

Policy preferences: Participants’ agreement (on a scale from 1 to 10) with increasing the retirement age by one year and reallocating the savings toward six different public policy areas (poverty reduction, unemployment reduction, environmental protection, immigrant integration, public healthcare investment, military spending).
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
This is a randomized survey experiment conducted on a representative sample of Italian adults. The survey experiment involves close to 5,000 participants.

Participants receive scientific evidence on the impacts of four structural reforms: early retirement (Quota 100), migrant regularization (Decreto Flussi), employment protection (Jobs Act), and guaranteed minimum income (Reddito di Cittadinanza).
Each participant is exposed to four treatments - one per policy: no evidence, neutral attribution, left-leaning outlet, right-leaning outlet. All information provided is real and non-deceptive. Each participant is exposed to all four policies and all four types of treatments, but the assignment of treatments to policies and the order in which policies are presented are randomized.

Participants are individually and randomly assigned to one of four groups, stratified to be homogeneous in terms of gender, age, and geographic area. Each group is exposed to a different order of treatments. Within each group, participants are then individually and randomly assigned to one of four possible orders in which they will view the four policies. This design results in 16 experimental cells, obtained from a combination of four treatment orders and four policy orders, and ensures variation in both policy-treatment combinations and the order in which they are presented.

After each policy description and news treatment, participants report their beliefs about policy impact (positive, neutral, negative) and their confidence levels. Then, they answer a question on their own voting intentions and one on their second-order beliefs about how voters sharing their political orientation would vote. The order in which own voting intentions and second-order beliefs are elicited is randomized across respondents. The randomization of this order is orthogonal to the randomization of the order policy and treatment.
Experimental Design Details
Randomization Method
Randomization is performed by a computer. Participants are individually assigned to one of the 16 experimental cells defined above. Treatment assignment is conducted at the individual level. In addition, the order in which participants report their own voting intentions and second-order beliefs is independently randomized at the individual level.
Randomization Unit
Individual
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
The assignment is at the individual level.
Sample size: planned number of observations
5,000 survey respondents
Sample size (or number of clusters) by treatment arms
16 equally-sized treatment groups of roughly 312 respondents each, defined by a combination of policy order and treatment order.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
To come
IRB

Institutional Review Boards (IRBs)

IRB Name
IRB Approval Date
IRB Approval Number

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