Effectiveness of a Mayan language social media campaign on COVID-19 vaccine beliefs in Guatemala

Last registered on February 22, 2022

Pre-Trial

Trial Information

General Information

Title
Effectiveness of a Mayan language social media campaign on COVID-19 vaccine beliefs in Guatemala
RCT ID
AEARCTR-0008993
Initial registration date
February 17, 2022

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
February 22, 2022, 1:31 PM EST

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

Locations

Region

Primary Investigator

Affiliation
Stanford University

Other Primary Investigator(s)

Additional Trial Information

Status
In development
Start date
2022-03-01
End date
2022-04-01
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
Prior evidence, including formative work supporting the development of this study, suggests there is widespread vaccine hesitancy among Indigenous communities in Guatemala, fueled by mistrust in the health system, lack of official information, and the circulation of myths and misinformation. We will test the effectiveness of a video-based social media campaign that provides a basic overview of the science behind COVID-19 vaccines and addresses prevalent myths and misinformation being shared in target communities. A series of animated videos will be promoted through Facebook Ads and randomized at the individual level across Facebook users throughout the entire country. To investigate the effectiveness of Mayan language content, we are testing three treatment arms – visually identical videos in the 1) Spanish language, 2) K'iche' language, and 3) Kaqchikel language. Our primary outcomes are responses to two attitudinal questions collected via Facebook polling: 1) How safe do you think a COVID-19 vaccine is for people like you? (options: very safe, somewhat safe, barely safe, not safe, don’t know); and 2) When you think of most people whose opinion you value, how much would they approve of people getting a COVID-19 vaccine? (options: definitely approve, mostly approve, somewhat approve, not at all approve, don’t know). We will measure effects of the three treatment arms across Spanish speakers (including K’iche’ and Kaqchikel speakers who also speak Spanish). We will also measure the effectiveness of K’iche vs. Spanish content among K’iche speakers and Kaqchikel vs. Spanish content for Kaqchikel speakers.
External Link(s)

Registration Citation

Citation
Johnston, Jamie. 2022. "Effectiveness of a Mayan language social media campaign on COVID-19 vaccine beliefs in Guatemala ." AEA RCT Registry. February 22. https://doi.org/10.1257/rct.8993-1.0
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Experimental Details

Interventions

Intervention(s)
A series of animated video clips will be promoted through Facebook Ads and randomized at the individual level across Facebook users throughout the entire country. To investigate the effectiveness of Mayan language content, we are testing three treatment arms – visually identical videos in the 1) Spanish, 2) K'iche', and 3) Kaqchikel languages. The videos are visually identical and follow the same audio script, translated into the three focal language. Local voiceover artists were used to record the scripts in the three languages.
Intervention Start Date
2022-03-01
Intervention End Date
2022-04-01

Primary Outcomes

Primary Outcomes (end points)
Our primary outcomes are responses to two attitudinal questions collected via Facebook polling: 1) How safe do you think a COVID-19 vaccine is for people like you? (options: very safe, somewhat safe, barely safe, not safe, don’t know); and 2) When you think of most people whose opinion you value, how much would they approve of people getting a COVID-19 vaccine? (options: definitely approve, mostly approve, somewhat approve, not at all approve, don’t know).
Primary Outcomes (explanation)

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
Facebook Users are randomized at the individual level, selected by Facebook's algorithms to be exposed to the ad campaign view videos on their Facebook feeds approximately X times during the duration of the campaign. Individuals in the control groups will not be exposed to any ad campaign videos.
Experimental Design Details
Randomization Method
Computerized randomization is being done at the individual level via Facebook's Brand Lift tool.
Randomization Unit
individual
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
N/A
Sample size: planned number of observations
The Facebook Brand Lift tool will randomize across all Facebook users in Guatemala. We approximate that 6 million Facebook users in Guatemala will be exposed to the ads.
Sample size (or number of clusters) by treatment arms
Randomization across treatment arms will be roughly equal -- among Spanish-speaking treatment, roughly 1/3 will receive Spanish language content, 1/3 will receive K'iche' language content, and 1/3 will receive Kaqchikel language content. Among K'iche- / Kaqchikel speaking treatment, 1/2 will receive Spanish language content and 1/2 will K'iche- / Kaqchikel language content, respectively.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
Stanford University - Panel on Human Subjects in Medical Research
IRB Approval Date
2021-12-17
IRB Approval Number
63193

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