What Does Your Data Reveal About Sports Betting Apps? Help ProPublica Find Out.
By [email protected] · Sep 26, 2026, 3:55 AM CDT
Illustration by Simone Noronha for ProPublica If you’re one of millions of Americans who have placed an online bet on a sporting event, you know how quickly you can go from celebrating your wins to feeling like the odds are stacked against you. ProPublica is trying to understand how sports betting apps incentivize users to keep playing and when they warn users to pump the brakes. To do that, we ne
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Layer 1 · Claims & fact checks
AI analysisLayer 3 · Reporting analysis
AI analysisAppeal to personal experienceThe opening sentence uses relatable language to evoke readers' own gambling experiences, aiming to create empathy and motivate participation.
Call to actionThe article directly asks readers to contribute data, framing the request as a civic contribution to investigative journalism.
Authority appealMentioning ProPublica’s investigative reputation is intended to lend credibility to the data‑collection effort.
Context
AI analysisMissing context
The article does not explain how the collected data will be analyzed, what safeguards are in place for privacy and data security, who will have access to the data, or what the expected outcomes or potential policy implications of the study might be.
Important context
ProPublica is a nonprofit investigative newsroom that often conducts data‑driven research. The request for personal gambling transaction data raises privacy considerations, and the success of the project depends on participant recruitment and data quality.
Opinion vs. reporting
AI analysisThe piece blends reporting (describing ProPublica's data‑collection effort) with a call‑to‑action that encourages readers to participate, which is more advocacy‑oriented than neutral news reporting.