The media deliberately portray gambling negatively

1. Why “gambling = evil”

Regardless of which segment of the internet you look at, gambling almost always appears in the news agenda in the same way: scandals, ruined families, debts, high-profile investigations. Even when it’s about the legal market and ordinary players, the tone of the coverage remains the same – “gambling as a social plague.”

This article is based on the report Addressing the Narrative Gap by the consulting firm Gaming Public Policy Consulting (GPPC) and shows that this image is largely artificially created. The study covers more than 200,000 pieces about gambling in English-language media over several years and makes it possible to look at familiar scare-stories through the lens of numbers rather than emotions.

Our goal is not to deny the risks or romanticize casinos, but to shift the focus: to explain to players why the media so persistently paint gambling exclusively in black, and where important facts are being left out in that picture.

2. The GPPC study: what it’s about

2.1. Who GPPC are

Gaming Public Policy Consulting is an analytical and consulting company specializing in gambling policy and assessing the industry’s impact on society. The authors of the report do not represent either casino operators or anti-gambling activists; their task is to collect data, sort it out, and show how it’s used in public debates.

2.2. Scale and methodology of the study

The Addressing the Narrative Gap study is based on a corpus of more than 200,000 materials about gambling and related “risky” topics (alcohol, tobacco, drugs) in English-language media over several years. The analysis was carried out using linguistic and statistical approaches: tone, type of vocabulary in headlines, narrative structure, and the set of sources used were all assessed.

It’s that scale that allows judging a systemic tilt in the media agenda, rather than isolated biases.

2.3. Why this matters to a player

For an ordinary player, such research is useful because it helps separate real risk (for example, playing without a budget) from a slapped-on label (“if you bet on sports – there’s something wrong with you”). Understanding how the image of gambling is formed in the media reduces the pressure of stigma and enables a more conscious approach to the information that flows into news feeds every day.

3. How media distort tone: gambling “worse than all”

3.1. The cold numbers of tone

GPPC analyzes the distribution of tone in publications: how positive, neutral, or negative the texts are. The picture looks like this:

More than half of publications about gambling are openly negative. For comparison: even topics traditionally considered socially harmful (alcohol, tobacco, drugs) have a lower share of negativity. Positive materials about gambling are only about 3 percent, i.e. roughly one in thirty texts.

3.2. What this means for the reader

This distribution means that if you open your news feed and see an article about gambling, the probability of encountering negativity is over 50 percent by default. And the negativity concerns not only genuinely problematic stories, but quite ordinary news items that could be presented neutrally – for example, the launch of a legal market in a new state or a change in tax rates for operators.

The media field creates the impression that gambling is “worse” than other risky practices, although the actual level of severe consequences is comparable or even lower. It’s important to emphasize: the problem is not that the media write about risks, but that they almost never show the other side of the coin.

4. Headlines as a tool of pressure, not information

4.1. Persuasive vs factual vocabulary

A headline is the main filter through which a reader perceives the news. GPPC divides headlines into two large groups:

• with elements of persuasive (emotional, evaluative) vocabulary;
• with predominantly factual, neutral language.

The results for gambling and other “risky” topics look like this:

In practice, every second headline about gambling is constructed not just to report a fact but to already set the reader’s emotion – anxiety, outrage, a sense of threat.

4.2. What this looks like in practice

The difference often comes down to a couple of words. For example:

• “Number of players contacting the hotline rose by 20%” – a neutral phrasing.
• “Surge in calls to gambling addiction hotline” – the same statistic, but the emphasis is on “surge” and “addiction.”

A player who sees such headlines day after day begins to perceive their hobby as inherently suspicious – even if their own gaming experience is far from the tragedies described.

5. Bias index: why gambling gets the harshest labels

5.1. What the bias index is

The report’s authors use a directional bias score on a scale from −100 to +100. Negative values indicate dominance of an antagonistic, “anti” narrative; positive values indicate prevalence of approval or promotion.

The average index for publications about gambling is -48. For other categories (alcohol, tobacco, drugs, etc.) the average score is around -15.

This means that the media discourse about gambling is not only more often negative – it is substantially more one-sided than for most other “disapproved” topics.

5.2. Rarity of severe consequences vs dominance in the agenda

The report places special emphasis on the fact that severe negative outcomes – clinical addiction, family breakdown, large debt stories – are statistically rare compared to the total number of players. Nevertheless, these cases form the core of the media agenda.

This is the standard “news magnifying glass” effect: the more dramatic the case, the more eagerly reporters and social networks pick it up. As a result, hundreds of thousands of people who play within budget and without harm to their lives remain invisible, while isolated tragedies create the impression of a total catastrophe.

6. What they usually “forget” to tell: economic and social benefits

6.1. Where the profit, jobs and taxes are

Gambling is not only risk, but a full industry with jobs, taxes, infrastructure, and technological investment. In legal jurisdictions, part of operators’ revenue goes to funding social programs, sports, education, and specialized help for people with gambling problems.

However, GPPC notes that such aspects are covered much less often than topics of addiction and financial losses. In news about other industries, even risky ones (alcohol, tobacco), there is usually a broader balance: budget revenues, jobs, and economic contribution are discussed. In gambling coverage, the economic context often gets overshadowed by emotionally charged stories about harm.

6.2. What this means for a player

For a player, this creates a skewed picture: their participation in the legal market in the news agenda looks exclusively like a potential source of problems, not as part of a large, regulated economy. Meanwhile, the shift to the licensed segment actually increases consumer protection and transparency of processes.

A player who recognizes this imbalance can filter news more easily: they understand that the absence of mentions about positive effects does not mean those effects don’t exist – it’s just a result of editorial optics.

7. Media history: how terms and numbers get confused

7.1. “Problem gambler” and “Gambling Disorder” are not the same

The report separately considers the distinction between problem gambling and Gambling Disorder (the clinical diagnosis). Problem gambling is a broad behavioral spectrum from episodic overspending to regular conflicts over gambling. The clinical disorder is a narrow group of cases meeting strict diagnostic criteria.

Media often mix these terms, citing estimates of “problem gambling” as the share of people with actual addiction. As a result, in the audience’s eyes the scale of the clinical problem appears many times larger than medical data indicate.

7.2. Screening tools and “dancing” statistics

Different questionnaires and scales are used in the industry and research – SOGS, PGSI, BBGS, PGCM and others. Each tool has its own sensitivity and specificity, its own threshold for the “red zone.” This means that different studies, even on the same population sample, can give substantially different percentages of “problem gamblers.”

The report emphasizes:

Journalists often pick the most dramatic numbers and present them as the objective and sole indicator of the scale of the disaster. For a player, it’s important to understand that behind any scary figure there is a specific methodology that can both overestimate and underestimate the measure.

8. How news turns spikes into a “crisis”

8.1. Hotline: increase in calls ≠ explosion of addiction

One clear example in the report concerns interpretation of hotline data. Suppose the number of calls in a particular region rose by 120 percent after the launch of a responsible gambling advertising campaign. In headlines this easily becomes “Calls to player helpline soared – addiction is rapidly growing.”

But several key details are ignored:

• only a portion of calls are related to severe problems, the rest concern consultations, technical help, information about limits and blocks;
• the increase in contacts often reflects not a rise in the number of dependent players but the success of information campaigns about available help;
• the share of those referred to specialized treatment after a call can even decrease compared to the previous period.

In other words, a numerical spike in one indicator is interpreted as an “epidemic,” while in reality it signals increased awareness and availability of support services.

8.2. “Record” figures and the adaptation effect

The same logic applies to “record” betting turnover or gambling revenue. Media like headlines such as “Record betting volumes alarm experts,” although growth may be related to:

• legalization of the market in new jurisdictions;
• players moving from the gray zone to the licensed segment;
• inflation and overall growth in consumer spending;
• seasonal factors (major sporting events).

After legalization, an adaptation effect is often observed: first a rapid rise in indicators due to novelty and active marketing, then stabilization and leveling off. But media focus precisely on the “explosion” phase, creating the impression of a constantly accelerating threat.

9. What really underlies gambling problems

9.1. Adverse childhood experiences (ACEs)

GPPC draws attention to a body of research on adverse childhood experiences (ACEs) – childhood adversity (violence, neglect, unstable family, parents with addictions, etc.). High ACE scores are directly associated with a higher risk of various forms of addictive behavior in adulthood, including gambling.

During the COVID pandemic, one survey found that about 73 percent of high school students in the US reported at least one such adverse experience. The higher the sum of ACE factors, the greater the likelihood of emotional dysregulation, impulsivity, and risky behavior.

9.2. Impulsivity and delay discounting

Another key block is delay discounting, the tendency to choose immediate, but smaller rewards instead of larger, delayed ones. High levels of this tendency and marked impulsivity are strong predictors of problem gambling and can be observed already in childhood.

In a large longitudinal study, children with increased impulsivity had almost three times the risk of encountering serious gambling-related problems by age 39. At the same time, gambling practices themselves often appear later – as one way of expressing pre-existing vulnerabilities.

9.3. Comorbid conditions and the “end point” of risk

Gambling disorder often develops against the background of other mental conditions – anxiety and depressive disorders, psychoactive substance use, personality disorders. For some people, gambling becomes a kind of “focus” for already accumulated vulnerability, not the sole cause of problems.

This perspective is radically different from the usual media narrative “a person saw an ad/downloaded an app and suddenly became addicted.” In practice, the path to severe disorder is almost always longer and more complex than it seems from news items.

10. Why journalists do this: mechanism and motivation

10.1. Stories instead of context

Modern media compete for attention – the headline must hook, the story must evoke emotion. The easiest way to achieve this is through personal tragedies: stories about ruined families, suicides over debts, criminal episodes.

When the news feed is built from such cases, the structure of causes and consequences is distorted: background, statistics, and the understanding that a severe outcome is the exception rather than the rule are lost.

10.2. Same-type speakers – same-type conclusions

Another source of bias is choice of experts and sources. GPPC observes that publications about gambling much more often cite regulators, politicians and representatives of public organizations than independent researchers or industry representatives.

This set of speakers is not bad in itself, but it sets the focus: the discussion revolves around restrictions, bans, moral harm, while questions of regulatory quality, effectiveness of player protection measures, economic benefits and real problem statistics remain offscreen.

11. What this threatens players and the market with

11.1. Stigma and delayed help-seeking

When media for years broadcast the image of a player as a person “without willpower,” a family-destroyer and a potential criminal, people with real difficulties face an additional barrier to seeking help. Admitting a problem is hard enough, but if the public image of the dependent person is almost monstrous, taking a step toward a specialist becomes even harder.

As a result, some people delay until the last moment, hide the scale of debts, avoid conversations with loved ones and professionals. This not only complicates treatment but increases the risk of dramatic outcomes – those same cases that later appear in the press.

11.2. Policy influenced by panic

A media agenda with a pronounced “anti-gambling” tilt also affects regulation. When public opinion is stoked by headlines about an “epidemic of addiction” and “explosion of debts,” it’s easier for politicians to adopt harsh but populist measures – tightening advertising, new bans, additional restrictions for bona fide operators.

The problem is that such decisions are not always based on analysis of cause-and-effect relationships. Resources may be spent on symbolic steps, while targeted help for vulnerable groups, development of prevention programs and improving financial literacy remain underfunded.

12. The responsible player amid media noise

12.1. Principles of safe play

Awareness of media distortions does not negate the fact that gambling carries financial risk. It’s in the player’s own interest to build frameworks that keep this hobby controlled:

• set a gaming budget in advance that does not affect essential expenses;
• set time limits and stick to them;
• don’t try to “chase” losses;
• don’t play on credit or use loans as a bankroll;
• take breaks if gambling stops being enjoyable and becomes compulsive.

These rules don’t require complex tools but significantly reduce the likelihood that play will cross the boundary from comfortable leisure.

12.2. Personal experience vs imposed image

A player who follows these basic principles has every right to view their pastime differently than it’s described in headlines. The media image of “universal harm” doesn’t negate differences between people, their financial situations, psychological traits and levels of self-control.

It’s important to relate news to your own situation: ask yourself honest questions about whether spending has gone beyond reason, whether work, study or family are suffering. If you can confidently answer “no” – there’s no reason to take every loud news story personally.

13. Conclusion: how to read news about gambling critically

13.1. Three simple filters for the media agenda

The GPPC study shows that gambling receives a harsher and more one-sided narrative in the media than other “risky” topics: more negative materials, a higher share of persuasive language in headlines, a stronger bias index. This doesn’t mean problems don’t exist, but it does mean the picture in the news is far from neutral.

To avoid drowning in this flow, it’s useful to get used to three simple questions whenever you see the next scare-story:

• Does the piece include clear numbers and indicate where they come from?
• Is any context provided (market scale, number of players, comparison with other risks)?
• Are problem behaviors and clinical addiction distinguished, or is everything mixed into one “epidemic”?

13.2. Balance between responsibility and freedom

Gambling is an area that really needs responsible play, sensible regulation and accessible help for those who need it. But to develop effective policy and personal decisions, players and society need not only sensational stories and emotional headlines but an honest conversation in the language of statistics and causality.

Understanding how and why media construct a certain image of gambling helps reclaim part of the control over your own perception. And then instead of imposed guilt you get a more mature stance: “yes, there’s a risk, but there are also frames in which gambling remains just part of the modern entertainment industry, not the main evil of our time.”

Addressing the Narrative Gap: Investigating Media Coverage vs. Empirical Evidence on Gambling and Gaming