Study Claims Media Distorts Gambling Risks With Sensational Headlines
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A December 2025 report from Gaming Public Policy Consulting (GPPC) makes a provocative and well-evidenced case that media coverage of gambling is sensationalized and distorts public health policy in a way that could ultimately harm the people it aims to protect.
Headlines that scream about a massive percentage increase in gambling hotline calls imply to readers that gambling is getting out of control. However, the reality of these situations is often much more nuanced than the dramatic media coverage would suggest.
Gambling Stands Out From Other Vices
The most striking finding in the report comes from an exploratory media bias analysis. Using Claude Opus as a research tool, the authors identified 73 influential articles that covered a wide range of perceived vices, like alcohol, cannabis, opioids, gambling, and tobacco. All were published in major outlets between September 2023 and September 2024. Sources included The New York Times, The Atlantic, CNN, The Washington Post, and Scientific American, among others.
The authors rated each article on a bias scale from -100 (anti-vice) to +100 (pro-vice). Gambling articles averaged an overall bias of -48, the most negative of any topic analyzed. All other perceived vices averaged -15.
Gambling coverage also showed the highest absolute bias, scoring 58 versus 40 for other vices. In plain terms, gambling receives more intensely negative coverage than tobacco, opioids, or other substances and behaviors associated with addiction potential.
The report then applied Linguistic Inquiry and Word Count (LIWC), a natural language processing tool commonly used in academic studies, to the headlines of these articles. The results reinforced the bias findings.
Gambling headlines scored 57% on pressure-oriented “clout” language compared to just 39% for non-gambling vice articles. Gambling headlines also scored only 85% on objective “analytic” language versus 97% for other topics. These results show that writers design gambling headlines to provoke rather than inform.
The Hotline Reporting Trap
The study uses the reporting of gambling hotline data as one of its strongest examples. A widely cited CBS headline declared that calls to the problem gambling hotline in Massachusetts increased 121% in a single year. The article presented this as evidence of a growing addiction crisis.
The GPPC authors examined the underlying state data and found a more complex picture.
First, one-third of the hotline calls involved customer service inquiries, where people tried to set up sportsbook accounts rather than seek help related to addiction.
Secondly, new regulations in Massachusetts required gambling ads to display the helpline number, which directly contributed to the increase in calls. More people calling a hotline that regulators actively promoted arguably shows that outreach is working, not necessarily that addiction levels are rising.
Most tellingly, when the authors examined the proportion of calls that led to treatment referrals, they found that the rate dropped from 31% in 2022 to 20% in 2023. While total referrals increased in absolute terms, as headlines reported, referrals fell significantly as a share of all calls.
The report highlights an important distinction between implementation outcomes, such as measuring how well a program reaches people, and population outcomes, such as actual problem gambling prevalence. These are different concepts, and when media outlets conflate them, they create distortion.
Problem Gambling vs. Clinical Addiction
The study argues that public reporting often confuses the term problem gambling with gambling disorder. A trained professional diagnoses gambling disorder as a formal clinical condition, while public health experts use problem gambling as a broader term that describes a spectrum of disruptive behaviors. Media coverage frequently treats these terms as interchangeable, which affects how audiences interpret statistics.
Ignoring Real Drivers of Gambling Disorder
The report also argues that media coverage consistently overlooks the developmental and psychological pathways that lead to gambling disorder. Longitudinal research shows that adverse childhood experiences, elevated impulsivity, emotional dysregulation, and co-occurring mental health or substance use disorders most commonly precede gambling disorder.
Researchers suggest that increases in adverse childhood experiences among adolescents after COVID may foreshadow future rises in problem gambling, regardless of whether new betting markets emerge.
The GPPC conducted a national survey of about 15,000 U.S. residents in early 2025 and found that participation in both legal and unregulated gambling correlated with roughly a threefold increase in risky gambling scores. States without legal sports betting showed higher rates of problematic gambling compared to regulated states. These findings suggest that prohibition could worsen outcomes.
Why Gambling Coverage Matters
The study argues that a distorted media narrative creates stigma, which can delay people from seeking treatment. It also claims that moral panic drives prohibitionist policies that push users toward unregulated platforms with weaker consumer protections.
The authors contend that policymakers are developing strategies based on misleading metrics rather than reliable evidence, risking the allocation of resources to ineffective interventions.
The GPPC report does not promote the regulated industry. It explicitly acknowledges that millions of Americans experience real harm from problem gambling and that treatment access remains inadequate.
Instead, it argues that policymakers and the media must base their decisions on accurate evidence if they want to genuinely help people. Closing the gap between sensational headlines and real data should form part of the foundation of any effective public health response.
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