Tariffs and Firms’ Expectations and Decisions

Last registered on June 18, 2026

Pre-Trial

Trial Information

General Information

Title
Tariffs and Firms’ Expectations and Decisions
RCT ID
AEARCTR-0018918
Initial registration date
June 11, 2026

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 18, 2026, 9:14 AM EDT

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

Locations

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Primary Investigator

Affiliation
University of Ottawa

Other Primary Investigator(s)

PI Affiliation
University of Ottawa, University of Amsterdam and Tinbergen Institute
PI Affiliation
University of Ottawa

Additional Trial Information

Status
On going
Start date
2026-05-15
End date
2026-12-31
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
We examine how businesses form expectations and make pricing decisions when economic conditions are uncertain. Participants complete a hypothetical business decision task in which they make repeated pricing choices in a changing market environment. The study is designed to help us understand how firms think about future costs, demand, and broader business conditions, and how these expectations are reflected in their pricing decisions. By comparing decisions across different economic conditions, we will provide evidence on how businesses respond to uncertainty and changing market environments. The findings will contribute to a better understanding of firm behaviour, price-setting, and business expectations.
External Link(s)

Registration Citation

Citation
Salle, Isabelle, Hung Truong and Sylvia Wang. 2026. "Tariffs and Firms’ Expectations and Decisions." AEA RCT Registry. June 18. https://doi.org/10.1257/rct.18918-1.0
Experimental Details

Interventions

Intervention(s)
Intervention Start Date
2026-07-01
Intervention End Date
2026-12-31

Primary Outcomes

Primary Outcomes (end points)
The primary outcome variables are measured at the participant-period level in the experimental decision task. The key pricing outcome is the participant’s submitted percentage change in their own product or service price. The key expectations outcomes are the participant’s expected percentage changes in future demand and future costs. We will analyze these outcomes both as period-level responses and as changes relative to baseline decisions, allowing us to compare how pricing and expectations adjust across different economic conditions.
Primary Outcomes (explanation)

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
We conduct a survey-embedded randomized experiment with business representatives. Participants complete a hypothetical business decision task in which they make repeated pricing decisions in a changing market environment. During the task, participants are asked to consider future business conditions and report their expectations about demand, costs, and related market factors.

Participants are randomly assigned to different versions of the decision environment. These versions vary the economic conditions that participants face during the task, allowing us to compare how pricing decisions and expectations respond across groups. The study is designed to measure how businesses adjust their expectations and pricing choices when market conditions change, while keeping the decision setting comparable across participants.
Experimental Design Details
Not available
Randomization Method
The study sample is randomly selected from a computer. Treatment assignment is implemented by the experimental software using a round-robin allocation procedure. Eligible participants are assigned sequentially across treatment conditions in rotation, which ensures balanced assignment across experimental groups.
Randomization Unit
The unit of randomization is the participating firm representative. Sample selection occurs at the firm level from the Bank of Canada's Business Leaders’ Pulse firm roster. Treatment assignment occurs at the individual respondent/firm level through a round-robin allocation procedure. No additional cluster-level randomization is used.
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
500 firm representatives.
Sample size: planned number of observations
500 firm representatives.
Sample size (or number of clusters) by treatment arms
125 per each hypothetical market condition treatment, 4 treatments in total.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
University of Amsterdam Economics & Business, Economics and Business Ethics Committee (EBEC)
IRB Approval Date
2026-06-06
IRB Approval Number
EB-24513