Social Media and Adolescent Outcomes

Last registered on February 06, 2024

Pre-Trial

Trial Information

General Information

Title
Social Media and Adolescent Outcomes
RCT ID
AEARCTR-0012738
Initial registration date
February 05, 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
February 06, 2024, 5:29 PM 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
NYU

Other Primary Investigator(s)

PI Affiliation
UCSD Rady
PI Affiliation
Stanford University
PI Affiliation
University of Chicago

Additional Trial Information

Status
In development
Start date
2024-08-01
End date
2026-01-01
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
Our proposed study is the first to evaluate the causal impact of social media use on adolescent mental health and academic achievement. We will conduct experiments with N=3,000 adolescents ages 11-15. Adolescents will be randomly assigned to 1) treatment groups that receive incentives or nudges to reduce social media use or 2) a control group. We will track amount and type of social media use objectively via an app. We will compare the treatment and control groups on social media use, mental health, and academic achievement. Our study will enroll a high proportion of socio-economically disadvantaged adolescents and a high proportion of Black/Hispanic adolescents. Both groups are reported to use social media at higher rates than higher-income and White counterparts. Our aims are to 1) measure the impact of incentives and nudges on social media use; 2) evaluate whether reducing use leads to improved mental health and academic achievement; 3) explore the mechanisms through which effects may emerge; and 4) understand if there are disparate effects by socio-economic status (SES), race/ethnicity and gender.
External Link(s)

Registration Citation

Citation
Gentzkow, Matthew et al. 2024. "Social Media and Adolescent Outcomes." AEA RCT Registry. February 06. https://doi.org/10.1257/rct.12738-1.0
Sponsors & Partners

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Experimental Details

Interventions

Intervention(s)
The intervention is financial incentives to reduce social media use (e.g., TikTok, Instagram, YouTube).
Intervention Start Date
2024-09-01
Intervention End Date
2025-12-01

Primary Outcomes

Primary Outcomes (end points)
The key outcome variables of interest in this experiment are social media use, mental health, and academic outcomes.
Primary Outcomes (explanation)

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
Participants will be randomized to 1) a group that receives monetary incentives to reduce social media use or 2) a control group.
Experimental Design Details
Not available
Randomization Method
Randomization will be done in office by a computer,
Randomization Unit
The unit of randomization is at the individual level.
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
3,000 students
Sample size: planned number of observations
3,000 students
Sample size (or number of clusters) by treatment arms
1500 each for treatment and control
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
University of Chicago
IRB Approval Date
2023-08-31
IRB Approval Number
IRB23-1266
IRB Name
UC San Diego
IRB Approval Date
2023-07-25
IRB Approval Number
IRB00000355