Influencers, misinformation and digital harm: how online opinion leaders fuel toxicity
Why do people spread false information, and why do others believe it?
Giandomenico Di Domenico, Lecturer in Marketing and Strategy at Cardiff Business School, has long been fascinated by this deceptively simple question.
His interest traces back to childhood in a small town in southern Italy, where gossip, part fact, part embellishment, functioned as a kind of social glue.
Watching how stories transformed as they circulated offered an early glimpse into the way communities construct and share their own “truths.”
Years later, as social media reshaped how information moves, Giandomenico noticed similar patterns on a much larger and more volatile scale. Family members, once casually informed by word-of-mouth, became increasingly angry and misled about issues like immigration.
It felt as if the familiar dynamics of gossip had been turned into something capable not only shaping, but distorting opinions. That realisation encouraged him to undertake a PhD focussing on the psychology of misinformation, and it continues to drive his research today.
Giandomenico’s latest study, published in Psychology & Marketing as “Don’t You Know That You’re Toxic? How Influencer Driven Misinformation Fuels Online Toxicity”, offers a clear examination of how influencers weaponise misinformation, which fundamentally reshapes online conversations.
From a casual chat to research breakthrough
The roots of the study stretch back to 2022, shortly after Giandomenico joined Cardiff University. An informal chat with colleague Dr Denitsa Dineva revealed they shared a fascination with toxic behaviour online.
They began exploring how misinformation fuels hostility on social media, and in the summer of 2023, they teamed up with an undergraduate intern to collect a first round of data.
Early results showed what others had already suggested: when misinformation circulates, toxic reactions tend to spike. But the project took an unexpected turn when Federico Mangiò, a longtime collaborator from the University of Bergamo, joined the study.
Re-examining the data, the team spotted that many of the accounts spreading misleading claims were not anonymous users but content creators and influencers.
This detail proved transformative and drew on earlier joint work on the darker side of influencer marketing. Giandomenico and Federico realised they were seeing something more complex than general misinformation; influencers were driving the problem.
A toxicity–engagement spiral
Giandomenico discovered a behavioural split between influencers and everyday users. Influencers appeared to benefit from posting toxic content: the more inflammatory their posts, the more likes, comments and visibility they received. This created a toxicity–engagement spiral, where hostility is rewarded and encourages further toxic content.
Regular users, by contrast, showed an almost opposite pattern. Their most engaging interactions tended to be civil, and toxic posts were rarely popular amongst this group. This difference highlights the unique incentive structures influencers operate under. For them, emotional intensity equals visibility and visibility equals income and wider influence.
Platforms, often unintentionally, play a role too. Their algorithms promote content that keeps users engaged. This means that emotional, conflict driven posts are more likely to be amplified, and influencers understand this dynamic instinctively. driven posts are more likely to be
Toxic echo chambers
The study reveals how influencers create and sustain toxic echo chambers, environments where misinformation becomes a shared belief and group hostility escalates quickly.
Inside these spaces:
- misinformation is accepted with little scrutiny
- influencers frame misleading claims as part of a shared identity
- followers collectively target brands or individuals accused in the misinformation
- toxic interactions snowball and become more frequent and intense
When ordinary users spread misinformation, responses look vastly different. Comment sections become battlegrounds of toxic debunking, where others aggressively challenge the false claim. Hostility still appears, but it’s fragmented and often directed back at the user rather than at the brand or individual named in the claim.
Parasocial bonds: why influencers hold such power
A major part of the study examines parasocial relationships, the one-sided emotional bonds followers form with influencers. These bonds make influencer messages feel personal and trustworthy, even without real-world interaction.
Why sociopolitical misinformation hits hardest
When misinformation is emotionally charged and delivered by someone an individual follows closely, it becomes not only persuasive but often immune to any challenge.
Even though only around 11% of the comments analysed in the study were toxic, those comments dominated the conversation because algorithms amplify the most emotional content. This creates the illusion that hostility is the norm online, further encouraging extreme reactions.
The research also highlights that misinformation tied to sociopolitical topics including politics, health, identity, for example. This produces the highest levels of anger and toxicity because these subjects tap into people’s values, making them fertile ground for emotionally charged misinformation.
A multilayered approach to understanding toxicity
To capture the complexity of these dynamics, the team analysed nearly 50,000 comments using a mixed method design that combined automated toxicity detection, topic modelling and in-depth thematic analysis.
This approach allowed them to uncover patterns that would be invisible in controlled experiments, while avoiding the bias of users moderating their answers when they know they’re being studied.
What can be done?
Giandomenico argues that no single intervention will curb the spread of misinformation, especially when influencers are involved. Instead, solutions must combine:
- Short-term tools such as factchecking, debunking messages and clearer source credibility indicators
- Longer-term strategies like media literacy programmes that help people recognise misinformation techniques and evaluate online content critically. term strategies like media literacy programmes that help people recognise misinformation techniques and evaluate online content critically
Media literacy, the researchers stress, will be essential for building long-term resilience.
What’s next?
Looking ahead, Giandomenico plans to deepen his work on misinformation, focusing particularly on indirect misinformation how falsehoods influence behaviour and beliefs even when people are not directly exposed to them.
He aims to understand whether simply knowing misinformation exists can alter trust, decision-making or social interactions and to identify interventions capable of reducing these hidden effects.
