Digital Financial Literacy and Trust in the Digital Euro: Evidence from a National Randomized Controlled Trial in Spain

Last registered on November 25, 2025

Pre-Trial

Trial Information

General Information

Title
Digital Financial Literacy and Trust in the Digital Euro: Evidence from a National Randomized Controlled Trial in Spain
RCT ID
AEARCTR-0017272
Initial registration date
November 18, 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
November 25, 2025, 7:29 AM EST

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
Universidad Rey Juan Carlos

Other Primary Investigator(s)

PI Affiliation
Universidad de Granada y FUNCAS
PI Affiliation
Universidad Autónoma de Madrid
PI Affiliation
CUNEF y FUNCAS

Additional Trial Information

Status
In development
Start date
2025-12-01
End date
2026-06-30
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
1. Abstract
This project evaluates the causal impact of an informational intervention on citizens’ knowledge, trust, and intended adoption of the Digital Euro—a central bank digital currency proposed by the European Central Bank (ECB). We implement a two-wave randomized controlled trial (RCT) on a nationally representative sample of 1,000 adults residing in Spain.
In Wave 1 (December 2025), respondents complete a detailed baseline survey including modules on sociodemographics, economic perceptions, financial literacy, product ownership, and awareness of the Digital Euro. In Wave 2 (March 2025), participants are randomly assigned either to a treatment group (n ≈ 500), receiving a short, neutral information text based on ECB and FUNCAS publications, or to a control group (n ≈ 500), which receives no information. Immediately after the intervention, both groups repeat the same Digital Euro module.
We test whether factual information increases (i) objective and perceived knowledge, (ii) trust in the ECB and perceived privacy/security, and (iii) declared willingness to use the Digital Euro. The results will inform the ECB’s communication strategy and contribute to understanding how digital financial literacy affects the acceptance of public digital currencies.
External Link(s)

Registration Citation

Citation
Cuadros, Pedro et al. 2025. "Digital Financial Literacy and Trust in the Digital Euro: Evidence from a National Randomized Controlled Trial in Spain." AEA RCT Registry. November 25. https://doi.org/10.1257/rct.17272-1.0
Sponsors & Partners

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Experimental Details

Interventions

Intervention(s)
Participants in the treatment group receive a short, neutral informational text (≈200 words) summarizing the key features of the Digital Euro based on official ECB and FUNCAS publications. The text explains what the Digital Euro is, how it functions, its privacy and security guarantees, and its role as a complement to cash. In Wave 2, treated participants also view a short informational video produced by the Banco de España about the Digital Euro.
The control group receives no information and proceeds directly to the outcome questions.
The intervention aims to increase objective knowledge, perceived understanding, trust in the ECB, and the stated likelihood of adopting the Digital Euro.
Intervention Start Date
2026-03-09
Intervention End Date
2026-04-30

Primary Outcomes

Primary Outcomes (end points)
Knowledge Index (standardized): awareness and factual understanding of the Digital Euro.
Trust Index (standardized): confidence in the ECB, perceived privacy protections, and perceived security.
Adoption Intention Index (standardized): stated likelihood of using the Digital Euro for payments, savings, or transfers.
Global Digital Euro Acceptance Index (Anderson, 2008 composite of the three indices).
Primary Outcomes (explanation)
Each primary outcome is constructed from multiple survey items in Block E.
• Knowledge Index: items E1–E2 measuring awareness and correct understanding, standardized to mean 0, SD 1.
• Trust Index: items E3, E5–E6 on trust in the ECB and perceived privacy/security, standardized.
• Adoption Intention Index: item E4 (likelihood of using the Digital Euro), standardized.
• Global Acceptance Index: composite index combining all outcomes using the Anderson (2008) method for multiple inference.

Secondary Outcomes

Secondary Outcomes (end points)
• Perceived security of the Digital Euro relative to cryptocurrencies (E7).
• Perceived macroeconomic impacts (on banking system, cash, economy).
• Financial literacy and digital competence (Blocks B and C).
• Ownership of digital financial products (Block D).
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
The study is a two-wave randomized controlled trial conducted on a nationally representative sample of 1,000 adults residing in Spain. In Wave 1 (baseline), respondents complete a detailed survey covering sociodemographics, economic perceptions, financial literacy, digital behavior, and baseline knowledge and attitudes toward the Digital Euro. Prior to Wave 2, participants are randomly assigned by computer to either the treatment or control group, with stratification by gender, age group, and education.

The unit of randomization is the individual respondent. Participants assigned to the treatment group receive a short, neutral informational text summarizing key features of the Digital Euro based on official ECB and FUNCAS sources: definition, functioning, privacy and security standards, and its role as public digital money. In Wave 2, the treatment group also views a short explanatory video produced by the Banco de España. The control group receives no information and proceeds directly to the outcome module.

Immediately after the intervention, both groups complete the same set of outcome questions measuring (i) knowledge, (ii) trust in the ECB and perceived privacy/security, and (iii) intended adoption of the Digital Euro. Outcomes are constructed into standardized indices and an overall Digital Euro Acceptance Index using the Anderson (2008) method.

The experiment estimates Intent-to-Treat effects using ANCOVA regressions with baseline outcomes and demographic covariates. Heterogeneity analyses will be conducted using interactions with gender, age, education, income, and baseline financial literacy or digital competence. Attrition will be minimized through recontact protocols and small follow-up incentives.
Experimental Design Details
Not available
Randomization Method
Computer-based random assignment conducted by the survey firm. Participants are randomly allocated to treatment or control with equal probability (0.5), stratified by gender, age group, and education. Randomization is generated automatically by the survey software prior to Wave 2.
Randomization Unit
Individual respondent.
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
Not applicable. Randomization is at the individual level
Sample size: planned number of observations
Planned Number of Observations 1,000 adult respondents residing in Spain (≈500 treatment, ≈500 control). SAMPLE SIZE BY TREATMENT ARMS Sample size (or number of clusters) by treatment arms • Treatment: 500 individuals • Control: 500 individuals Final numbers may vary slightly depending on attrition between waves.
Sample size (or number of clusters) by treatment arms
Sample size (or number of clusters) by treatment arms
• Treatment: 500 individuals
• Control: 500 individuals

Final numbers may vary slightly depending on attrition between waves.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
IRB Approval Date
IRB Approval Number