Leticia Bode

Framing Fertility: The Use of Rhetorical Appeals in Natural Cycles’ Sponsored Content on Instagram Fertility apps, which help users track their menstrual cycles, are growing in popularity. To better understand how these fertility apps communicate to consumers, we consider rhetorical appeals made...

My latest collaboration with students! Studying how promoted posts frame the use of alternatives to hormonal birth control. Framing Fertility: The Use of Rhetorical Appeals in Natural Cycles’ Sponsored Content on Instagram. Free eprints: www.tandfonline.com/doi/full/10....

Measuring Risk: What EU Risk Assessments and US Litigation Reveal About Meta and TikTok – Knight-Georgetown Institute

I highly recommend reading the full report, which is eye opening to say the least. kgi.georgetown.edu/research-and...

TikTok’s screentime management tools were subject to A/B testing which found that the actual impact on minors’ overall use was “about 10 minutes on weekdays and 15 minutes on weekends.” (13/13)

Adoption rates reported by TikTok, finding that from January 2024 to January 2025 the adoption rate for screentime breaks were approximately 1.5% of users, and sleep reminders between 0.7 and 1.8% of users. (12/13)

One internal TikTok document suggesting that “minors do not have executive function to [voluntarily] control their screen time.” (11/13)

3. Platforms know the mitigations they employ to reduce these harms don’t work: (10/13)

TikTok’s Minor Safety Strategy Paper references studies that suggest 6 or more hours a day spent on TikTok heightens depression risk. (9/13)

TikTok staff discussed external research finding that “minors who spend more than three hours a day on social media double their risk of ‘poor mental health outcomes, including symptoms of depression and anxiety.’ (8/13)

2. Platforms know that this addictive design has problematic associations: (7/13)

Internal documents state that the platform can “get people into flow – the psychological state of extreme engagement, loss of sense of time and even loss of self” including through “the variability of rewards (which is what makes the app so addictive).” (6/13)

TikTok's own records describe how it uses “powerful coercive design tactics” to extend use. (5/13)

TikTok’s Digital Wellbeing Product strategy describes compulsive usage as “rampant” on the platform. (4/13)

I'll give TikTok as an example for this thread, but the report also looks at Meta. Here's what we know:

1. Platforms know their designs are addictive: (3/13)

The report leverages two sources of data - 1) DSA mandated risk assessments, written by the platforms, and 2) internal platform documents that have emerged from US litigation against platforms. (2/13)

This new report from @knightgtown.bsky.social @pfchap.bsky.social @matt-steinberg.bsky.social shows the substantial gap between platform risk assessments and their actual approaches to mitigating risk. (1/13)

Lots of people talking about age assurance these days, but little about how it actually works - what core tradeoffs are built into the technology, in terms of baseline accuracy, circumvention resistance, availability, and privacy. The new KGI report digs into these weedy issues, check it out!

Registration for the Digital Competition Conference 2026 is now open to the public!📍Feb 5-6, 2026 | Washington, DC in person + livestream

DCC is where cutting-edge research meets policy on antitrust & digital competition. 🎟️ Secure your free ticket here: kgi.georgetown.edu/events/digit...

🚨Why does access to public platform data matter? Join our webinar "Better Access: Data for the Common Good" (Jan 28, 2026, 11am-12pm ET) for a discussion on the Better Access framework, current regulatory shifts in the EU, UK + US, and what changes 2026 might hold. kgi.georgetown.edu/events/bette...

Love this practice ranked choice voting ballot from DC board of elections, ranking your favorite singers. (Even better would be if it validated at the end whether you did it right or not.)

vr.dcboe.org/253434754272...

Please share with all the awesome applicants you know!

We recently concluded a special article series, “Seeing the Digital Sphere: The Case for Public Platform Data,” in collaboration with the Knight-Georgetown Institute, in which experts explored why access to public platform data is critical. Here’s a snapshot: (1/9)

Why Commercial Tools Can Scrape Social Media But Researchers Can't | TechPolicy.Press Brandon Silverman explains how researchers face barriers to social media data under the DSA, while corporations can buy full access.

Despite new EU transparency laws, researchers are still blocked from vital social media data, while corporations buy the same information freely, argues Brandon Silverman. The result: a two-tier system that shields platforms from scrutiny and weakens democratic oversight.

Why Platform Data is Essential to Public Health Efforts in Tobacco Control | TechPolicy.Press Social media platforms are a key avenue for tobacco control research, but as George Pearson argues data access barriers hinder efforts to monitor impacts.

Think platform data from social media only matters for election or disinformation research? Think again. George Pearson, a researcher at the Truth Initiative, shows it’s vital for public health—revealing how tobacco companies can target youth, dodge regulations, and influence policy.

📣Announcing our new series with @techpolicypress.bsky.social "Seeing the Digital Sphere: The Case for Public Platform Data". Should we be able to understand the risks kids face online? How businesses target consumers? How politicians communicate? These qs depend on access to public platform data. 👇

There is More Online Election Discourse than Ever, But Researchers See Less | TechPolicy.Press Josephine Lukito and Kaitlyn Dowling explore why public social media data is vital for transparent elections and accountability in the digital campaign era.

Another in our series, Seeing the Digital Sphere: The Case for Public Platform Data. This week’s elections show how central social media has become to campaigns with politicians on nearly every platform. But as Josephine Lukito and Kaitlyn Dowling explain, access to this data is shrinking.

📣 Online platforms shape what we know, how we connect, and who gets heard, yet researcher access to public platform data is shrinking, while platforms monetize this data. Our new report "Better Access" offers a framework for accessing this critical data: kgi.georgetown.edu/research-and...

Online platforms shape what we know, how we connect & who gets heard. In partnership with KGI, we are launching a new series, Seeing the Digital Sphere: The Case for Public Platform Data. The series starts today, with an essay from Leticia Bode & Peter Chapman.
www.techpolicy.press/seeing-the-d...

Come work with us! We are a fun and scrappy team. :)

It must be weird to be a kid in DC ("free lemonade until the government shutdown is over!") . 😂

How common are “survey professionals” - people who take dozens of online surveys for pay - across online panels, and do they harm data quality?

Our paper, FirstView at @politicalanalysis.bsky.social, tackles this question using browsing data from three U.S. samples (Facebook, YouGov, and Lucid):