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What’s the Difference Between Disinformation and Misinformation?

What’s the difference between disinformation and misinformation?

(I get asked this question a lot, so I thought it was time to write about it).

The difference between disinformation and misinformation lies in the presence of intent.  

The Difference Between Disinformation and Misinformation

Let’s look at a couple of examples to understand the difference between disinformation and misinformation.

Misinformation encompasses a wide range of misleading content, from rumour to satire to human error. However, there’s a crucial difference: misinformation doesn’t acknowledge intent.  

Disinformation, on the other hand, has a more specific and sinister meaning. Disinformation is created with an intention to deceive.

For example, a disinformation campaign could involve a doctored video. It could consist of a political candidate’s gaffes, spliced together to imply that he has dementia.

Malinformation and Fake News

We also have malinformation. This is information based on reality, used maliciously to harm its target.

The target could be an individual, a country or an organisation. The 2016 leak of Hillary Clinton’s private emails is one such example of malinformation.

Finally, the one everyone knows best: fake news.

Donald Trump popularised the term in 2016 (although Hillary Clinton was apparently the first to use it).

However, disinformation researchers prefer not to use it, as it is both politicised and imprecise. ‘Fake news’ unhelpfully conflates the three primary types of misleading information already mentioned.  

New digital technology means that misleading online content shifts and evolves rapidly. There are other subcategories of dubious online content worth knowing about. Here’s a rundown.

Other Misleading Information

Satire

Satire has existed for thousands of years. It highlights failings in society and politics using humour, irony, sarcasm or mockery.

Shakespeare often used satire in his work. For example, in Hamlet, he pointed out that royalty is not always fit to run a country properly. Now in the internet age, satirical news websites have become popular, such as The Onion and NewsThump.

But it’s not always clear where satire ends and disinformation begins. It’s easy for political news websites to spread divisive narratives under the guise of satire. The limited attention spans of most online news audiences make it even easier.

In fact, many social media users will share partisan political content that triggers their tribal instincts. They may not notice that it comes from a website that has a ‘satire’ disclaimer. 

Manipulated Images  

Images have a more immediate impact than text, making them an effective tool in disinformation. Manipulation of images is easy with freely available online tools, or Photoshop, and can look very convincing.

Genuine images can be used in misleading contexts, such as during the Westminster Bridge terrorist attack of 2017.

In this case, a Twitter account later attributed to the Kremlin shared an image of a woman wearing a hijab. The tweet included a hostile caption claiming that the woman was ignoring injured victims.

Designed to trigger anti-Muslim sentiments, alt-right influencers shared the tweet. It garnered thousands of retweets and likes. But although the image was genuine, the context was not.  

Deepfakes

As a new form of disinformation, deepfakes have attracted a lot of hype in the last couple of years. These AI-generated images are a type of synthetic media where one person’s face and/or voice replaces the face/voice of another.

A deepfake can make it look like a person is saying something they’re not. This has many obvious use cases for disinformation. So far, porn has been the main area where deepfakes are being used. But in a handful of cases they’ve played a role in disinformation efforts.  

We may have overstated the immediate risk of deepfakes. But they do have potential to upend the information environment. My biggest concern is that deepfakes would destroy the notion of absolute truth.

Once upon a time a taped voice recording would hold up in court (e.g. Watergate). In later years, CCTV footage became the absolute truth. But a world in which deepfakes are prevalent would no longer have an absolute truth. It would cast doubt on every possible form of recorded evidence.

Shallowfakes and Cheapfakes

In addition to deepfakes, we need to consider shallowfakes, also known as ‘cheapfakes’. People create these doctored videos without the help of fancy AI tools, using simple video editing software.

Shallowfakes are far more common than their AI-generated cousins. And social media platforms seem to overlook them. Facebook, for example, only bans doctored videos made with AI, i.e. deepfakes.

In February 2020, shallowfakes caused quite a stir. A video circulated on social media showing Nancy Pelosi shredding a copy of Donald Trump’s speech during his state of the union address.

Memes

The word ‘meme’ has become synonymous with random humorous cultural images superimposed with chunky white text. Below, a small selection of my recent COVID-19-related favourites.

Distracted boyfriend antivaxxer disinformation meme
Hannibal Lecter in mask COVID-19 meme
Meme about failed plans in 2020

In fact, the word ‘meme’ can refer to any piece of cultural content (video, image, song, article, etc) that social media users spread virally. (That typical chunky text/image combo that we all call a meme is actually known as an ‘image macro’).

Meme creators often use the image macro format to convey partisan political sentiments. Both sides of the political spectrum shared inflammatory memes during the 2016 US presidential campaign.

Alt-right supporters also used the same format to spread some highly offensive views, such as racism and anti-semitism in ‘Pepe the Frog’ memes.

Image macro political memes are generally hyper-partisan in nature and play a role in perpetuating conflict between opposing groups (e.g. Democrats and Republicans).

Image macro meme of Hillary Clinton disinformation

Memes are totally devoid of any nuanced explanation. The viewer gets a quick hit of emotion that has a triggering effect. This taps into an oversimplified outrage that has become a core feature of today’s political life online. 

AI-Generated Voiceovers 

These are a bit weird and random. During a recent project for YouTube, I discovered some strange videos spreading false information about COVID-19.

The voiceover didn’t sound human at all. It was robotic and monotone, as if reading from a text. I don’t know their official name, if they have one at all, but perhaps something to keep an eye on.

From Disinformation to Misinformation (and back again?)

In closing, I’ve been thinking about this question: Does content shift from disinformation to misinformation as it travels across the internet? 

Malicious intent defines disinformation. Could a piece of content shift between definitions according to the intention of the most recent individual who shared it?  

For example, a person shares a narrative in their local Facebook group, claiming COVID-19 is curable with megadoses of bleach. It’s been debunked, of course, but (somehow) the person doesn’t know.

They innocently think they’re helping their network by passing on ‘valuable’ health information that might help cure the virus. They don’t intend to deceive. So shouldn’t we class it as misinformation?

Let’s say that same piece of content originated in a troll farm. Its creators intended it to deceive populations and compromise public health efforts. It started life as disinformation

We could say the same for conspiracy theories. These are often spread by ‘true believers’ – genuinely invested in their mission to enlighten the ‘sheeple’ and save the world.

Are they being malicious if they believe it’s all true? Does that still count as disinformation? It would be easier to make this distinction if we could reliably trace the content back to its source. But that’s not always easy to do. 

Those who create disinformation know how to take advantage of natural human biases and triggers. In many cases, it’s enough to simply ‘seed’ harmful disinformation into the social media stream. Ordinary social media users will then do the heavy lifting. Therein lies much of the danger. 

Analysing Trump’s Medical Disinformation on Facebook

US president Donald Trump shocked the world this week with his latest piece of medical disinformation.

Trump claimed that injecting disinfectant into the body could be an ‘interesting’ way to cure COVID-19.

He later tried to back-pedal, claiming he was being sarcastic. But that wasn’t how most of the world took it.

Dangers of medical disinformation

The mainstream media and the public widely lambasted this dangerous medical disinformation.

Amid the furore over Trump’s remarks, a major disinfectant firm issued a statement urging the public not to inject or drink any of their products.

However, members of pro-Trump Facebook groups dedicated to conspiracy theories displayed quite the opposite reaction. 

I examined some of these groups to provide comment for an article in CodaStory. I’d previously gathered this list because of the strong focus on various ‘corona disinformation conspiracies’.

These include 5G causing the virus, the virus being a US bioweapon, and Bill Gates as having orchestrated the ‘virus hoax’ in his ambition to enforce a worldwide vaccine programme. 

Many of the groups also centred around the Qanon conspiracy theory.

Pro-Trump Facebook reactions

You might expect the suggestion of injecting bleach to be a step too far even for these largely pro-Trump groups. Not so. 

In my initial observation of the groups, I noticed three distinct ways in which the members attempted to account for Trump’s bizarre medical disinformation.

First, that Trump was just ‘playing the media’. People must be stupid if they believe he meant what he said.

Commenters also attributed all the negative media coverage to ‘yet another’ MSM (mainstream media), liberal, or Democrat attempt to smear Trump.

Secondly, some commenters claimed that the media had quoted Trump ‘out of context’. According to them, he was speaking ‘more generally’ about possible ways to treat COVID-19.

Others highlighted a fact check article from far-right news outlet Breitbart. But no-one acknowledged the videos of Trump making these claims for everyone to see and hear. 

The third claim relates more closely to other COVID-19 medical disinformation, ‘miracle cures’. This commenter claimed that Trump must have been referring to those UV light therapy and ozone therapy, which already exist.

Things got more interesting when the commenter drew links between the medical disinformation about bleach and the popular narrative of ‘Vitamin C as miracle cure’.

They claimed that taking Vitamin C causes hydrogen peroxide to build up in the body. It followed that hydrogen peroxide has a disinfectant effect, so Trump’s comments have a basis in medical fact.

Rationalising medical disinformation

These three counter-narratives about Trump’s medical disinformation all attempt to rationalise an influential figure making a dangerous and irresponsible remark.

Tribal attitudes drive many of these rationalisations. For example, the claims that the media purposefully misinterpreted Trump’s comments in a ‘libs’ or ‘Dems’ smear attack. Once again, this reinforces the existing divide between populist pro-Trump narratives and the mainstream.

The question remains: How many of these Facebook group members are genuine American citizens? Facebook itself is the only entity that could properly attribute the accounts. And it doesn’t seem to be giving much away.

I suspect group members are a mix of genuine Trump supporters and astroturfers working to stir up tribal hatred of the ‘other side’.

Tribal attitudes can be dangerous, particularly in relation to public health. People in the pro-Trump tribe are more likely to challenge messages from the perceived ‘outgroup’ (‘experts’ and the ‘MSM’) such as critical public health advice from the WHO.

A similar dynamic has fuelled recent anti-lockdown protests across the US, which may already have spread the virus further and compromised the entire country. Astroturfing was certainly a factor there; there’s no reason why it couldn’t be influencing these groups too.

Coronavirus Conspiracy Theories, Tribalism And Public Health

During the pandemic, large crowds of Trump supporters took to the streets of US cities, demanding an end to coronavirus restrictions, such as lockdown and the wearing of masks. Britain saw similar issues, albeit on a smaller scale.

Why are some people so determined to ignore public health advice? Part of the answer may be found by examining political tribalism and coronavirus conspiracy theories.

In this post, I’ll explain how coronavirus conspiracy theories and disinformation leverage tribalism to influence people’s behaviour.

Divided societies, universal threat

When the pandemic first hit, some hoped that the shared experience of facing universal threat would bring warring political tribes together. But it seems the opposite is happening. This is partly driven by an organised and sustained campaign of disinformation and coronavirus conspiracy theories.

In the UK and US, government responses to the virus have been unlike those of many other countries. Portugal, Germany, New Zealand, Canada and South Korea have already managed to regain some level of control over its spread.

In contrast, both the UK and the US were slow to implement lockdown measures. Both gave their populations mixed messages about how to handle the pandemic. Both countries’ leaders have displayed a cavalier attitude towards the virus.

Political tribalism in the UK and the US is now affecting their populations’ response to the coronavirus crisis. This tribalism is a hangover from 2016, the same force that played a role in the election of Trump and the vote for Brexit – polarising the populations in the process.

Coronavirus conspiracy theories demonise groups

A sustained torrent of coronavirus disinformation has compounded these issues. In particular, numerous coronavirus conspiracy theories have eroded trust in public institutions among some segments of the population. Distrust of experts is nothing new. It’s been a central feature of tribal politics since 2016 and shows no sign of dissipating in this pandemic.

Common coronavirus conspiracy theories include:

Tribalism means viewing the world as ‘us vs them’, with ‘us’ being superior and ‘them’ being threatening. This perspective is inherent in these coronavirus conspiracy theories.

Many revolve around the demonisation of a particular group (e.g. elites, the establishment, experts, the WHO, China, and so on). True believers view anyone who supports the demonised group as being part of it. And so the tribal divisions persist.

These coronavirus conspiracy theories cast doubt on the public health situation. They promote distrust of expert advice and official organisations. The result is shifts in population behaviour, e.g, people refusing to follow lockdown, wear masks or practise social distancing.

From Facebook to the streets

The situation has become particularly dangerous in the US, with its current protests. Here the role of social media comes under the spotlight.

Private Facebook groups have been key sites for inciting and organising these protests. Some groups are large, such as ‘Michiganders Against Excessive Quarantine’, or ‘Reopen Virginia’ (the latter with over 18,000 members)

Both groups are full of talk of coronavirus conspiracy theories, such as the below from the Michigan group.

Source: https://twitter.com/willsommer/status/1250838111992647680

Below is an example comment from the ‘Reopen Virginia’ group. This user is calling for civil unrest, while also demonising the outgroup (‘leftist Democrats’). The post has attracted significant engagement, both comments and likes.

Source: https://twitter.com/jaredlholt/status/1250842215435337728/photo/3

These posts show how belief in tribal coronavirus conspiracy theories can lead to virus scepticism and denial. It can also trigger people to take real-life protest action, which risks turning violent.

Furthermore, it’s not easy to know who is producing these comments. Do they reflect the views of genuine American citizens? Or are some of the comments being astroturfed by those who seek to create social unrest?

Coronavirus conspiracy theories are a problem for other social media platforms too. YouTube hosts thousands of videos discussing all kinds of conspiracy theories in great detail. The platform recently changed its policies in an attempt to crack down on coronavirus conspiracy theories and 5G content. But it’s likely too little, too late.

The trouble is, platform takedowns are viewed as a sign of elite censorship in the minds of people already suspicious of experts and official organisations. This adds even more fuel to the fire of coronavirus conspiracy theories.

Local groups are key targets

Private local Facebook groups are a prime target for influence operations. They have already been identified as key battle sites for the US 2020 election, where influence operatives aim to manipulate the political narratives in key swing states.

Targeting local Facebook groups is an effective way to do this. As well as activity such as voter suppression in these groups, influence operations can also compel populations to protest on the streets.

It’s difficult for researchers and analysts to study private Facebook groups in aggregate, as tools such as CrowdTangle don’t allow access to private groups.

These groups are hotspots for US 2020 manipulation activities. Facebook should monitor them carefully. Its moderators should look out not only for signs of voter suppression, but also for coordinated attempts to incite populations to violence.

We must take coronavirus conspiracy theories seriously

These times of heightened fear offer a prime opportunity to for disinformation purveyors to influence the outcome of the US 2020 election.

When political tribalism is so entrenched, fact checking and counter disinformation messaging campaigns may be less effective on a large scale. Instead, they risk exacerbating people’s existing suspicions of the establishment and ‘elites’.

Coronavirus conspiracy theories are not trivial. They risk causing harm on a massive scale, by encouraging populations to ignore public health advice and instigate real life violence.

It’s essential that social media companies take coronavirus conspiracy theories seriously, particularly within private groups. Whether or not they do so may end up as a key deciding factor of the US 2020 election. 

6 Things I’ve Learned From Tracking Coronavirus Disinformation

Disinformation thrives on chaos, and a global pandemic is about as chaotic as it gets. For those who seek to disinform, the coronavirus presents a far grander opportunity than either the 2016 US election or the vote on Brexit. The upcoming 2020 US presidential election further fans the flames.

With that in mind, it’s important to regularly stop and take stock of lessons learned from the front lines of disinformation tracking. I’ve been studying cross-platform coronavirus narratives for the last month or so. Here are a few of the things I’ve found.

Main themes in coronavirus disinformation

1. Q is a key player in coronavirus disinformation

Qanon is a mega conspiracy narrative that encompasses a whole range of smaller ones. The basic premise of Qanon has Donald Trump in league with a shadowy figure called Q. Together, Trump and Q are fighting against a group of elite paedophiles entrenched within the mainstream media and the Democrat Party.

Previous presidential candidate Hillary Clinton and current one Joe Biden have both been major targets for Q’s accusations. Every so often, Q releases tantalising nuggets of new information (called ‘Q drops’) for his followers to chew over. These have sparked a whole ecosystem of pervasive social media content, from Twitter threads to entire YouTube channels.

Coronavirus disinformation is being well-leveraged by Q and his followers. Q related themes and activity underpin many of the most widely spread corona conspiracies, including coronavirus being either a hoax or a bioweapon, 5G causing the virus, a supposed plan to enforce mandatory vaccinations, and the imminent arrival of military martial law.

2. Mainstream media is pushing conspiracy narratives

Conservative media sources in the US, such as Fox News, play a significant role in promoting narratives that draw on conspiracies, including around coronavirus disinformation. They claim it’s ‘not a big deal’, or it’s ‘just like the flu’, or, ‘it’s all a big hoax’.

Although these stories may be less colourful than those of the average Q acolyte, they are still risky. Provenance in established media sources provides the necessary social proof to make the narratives more credible in the minds of their audiences.

What’s more, this scenario means less work for those who intend to manipulate public opinion around the coronavirus. They no longer have to waste time crafting convincing content, but can simply engage with organic content that already exists. And that’s exactly what they’re doing, with a firm eye on the US 2020 election.

3. Coronavirus tribalism is prevalent

Pitting ‘us’ against ‘them’ is at the core of most disinformation, including conspiracy theories. The narratives can take many forms, but always come down to one group (the ingroup) facing off against a predefined opposing group (the outgroup).

For Qanon, it’s Q’s followers who are the ‘enlightened’ ingroup, joining forces with him and Trump to battle the predatory elites. In British politics, we see ‘patriotic’ supporters of Brexit setting themselves against ‘treacherous’ Remainers (and vice versa).

Tribalism even filters down to matters of life or death, i.e. the coronavirus. On social media, I’ve noticed a recurring adversarial narrative emerging around how best to respond to the pandemic.

One camp downplays the severity of the virus, claiming measures such as the lockdown are an overreaction, while the other camp is strongly in favour of lockdown and promotes WHO advice to Stay At Home. Each camp supports their own and attacks the other, often in derogatory and aggressive ways.

When people are already suspicious of ‘elites’ and experts, there’s a real tendency to dismiss guidance from governments and public health organisations, which can lead to the flouting of virus mitigation measures. Real world harms can result.

4. Virus fears are being monetised 

The chaos and fear of a global pandemic has spawned many opportunities for leveraging the attention economy. As well as conspiracy theories, there are many examples of people making money via coronavirus disinformation, by tapping into people’s fear, boredom, and increased need for answers.

I’ve identified two main ways of doing this. The first is through creating highly clickable content about the virus. This content may or may not be factual; it doesn’t matter to the creator, as long as it brings in the clicks.  The content is published on websites festooned with online ads, where each click brings extra ad dollars to the site owner.

The second way is to create content on topics such as ‘miracle cures’, which then feeds into attempts to sell products. Vitamin C is a prime example. It’s a cynical exploitation of people’s fearfulness about the virus and their need to somehow regain a sense of control.

These ‘miracle cures’ are not scientifically proven. They provide a false sense of security, which may lead to individuals choosing not to self isolate and spreading the virus as a result.

5. Takedowns have a ‘backfire effect’ 

Takedowns are a necessary part of tackling the coronavirus disinformation problem. However, denying bad actors freedom of reach can also strengthen the impetus behind conspiracy theories by feeding into an existing sense of elite suppression. Here, the platforms are viewed as part of the elite, working together to keep the ‘truth’ hidden from the people.

Conspiracy theorists are quick to react to takedowns by working them into their coronavirus disinformation narratives. With 5G, a trend has sprung up of referring to it as ‘5gee’ or similar permutations, in an attempt to avoid the keyword being picked up by moderators or analysts who are tracking it.

For conspiracy adherents, this sense of persecution further reinforces their existing worldview, making them more likely to cling onto it. In this way, a ‘backfire effect’ has occurred. 

6. Platform responses are shifting 

Social media companies are frequently accused of not doing enough to reduce the flood of misleading content that overwhelms their platforms. I don’t believe they’re reluctant to do so, but they have to balance it with being seen as supportive of free speech. Finding that balance can be challenging when addressing conspiracy theories, as opposed to purely false information.

Most conspiracy theories are spun up like candy floss around a small kernel of truth. A typical post will build a whole story around how some real life event is of possible significance to the wider narrative arc. This creates murky territory for the platforms because the difference between opinion and actual false information is not always clear-cut.

But things have shifted after some conspiracy theories, such as the one about 5G causing coronavirus, triggered real life harms. A recent video by notorious conspiracy theorist David Icke was pulled from YouTube just days after it was released, heralding a change in approach.

A growing amount of research indicates that coronavirus conspiracy theories form a central part of coordinated influence operations.  We can no longer afford to overlook the role of conspiracy theories in influence operations. 

Tribalism In The Time Of Coronavirus

As I write this, the world has descended into a major crisis, with effects more far-reaching than anything I’ve experienced in my lifetime. A powerful virus has swept onto the scene and is now ripping its way through the world. Barely any country has been spared.

Here in the UK, the coronavirus crisis is getting worse by the day. But merely observing the city streets on this sunny spring Sunday would give no indication of the gravity of the situation. Indeed, some UK tourist spots, notably Snowdon, experienced their ‘busiest day in living memory’. That’s quite something at a time when a highly contagious virus is on the loose.

In contrast, the streets of Paris, Lisbon and Barcelona are deserted. Most EU countries have issued a decisive response, putting their populations under strict lockdown to try and curb the spread of the virus. The UK government hasn’t followed suit.

Britain is saddled with unfortunate leadership in such a time of crisis. Messages from central government have been unclear and have arrived far too late. Many people have died. Amid the frenzied warnings from other countries, tribalism, rooted in the impulses that drove Brexit, still bisects British society — even influencing how we perceive the choice between life and health, or possible death. 

Brexit tribalism could be seen as a barometer for who will approve or disapprove of Boris Johnson’s handling of the coronavirus situation. No scientific study has yet been conducted to prove or disprove this, but research from Cambridge has shown that Leave (and Trump) voters have a strong tendency to believe conspiracy theories.

So if I may hypothesise for a moment, it would go as follows.

Those who believe Johnson is doing well and don’t believe in the necessity of self isolation — more likely to be Leave voters. Those who believe Johnson is doing the wrong thing and we should follow the majority of the EU (and the world) into lockdown — more likely to be Remain voters. 

I can’t help but wonder if these divided attitudes are linked to the government’s aggressively anti-EU narrative. Could it possibly be that our leaders are reluctant to implement lockdown because it would mean them falling into line with the EU? The British government can’t possibly be seen to do that. On the contrary, it must do the exact opposite. After all, there’s a voter base to keep happy.

This tribal stance has filtered down to the population. People’s cavalier real-life behaviour at a critical juncture risks the health and safety of us all.

We’ve gone beyond Brexit concerns now. Freedom of movement is no longer the most important thing at stake. Continued tribal attitudes in the UK could now lead to significant numbers of deaths. The reckoning has arrived. No matter what side of the political spectrum we’re on, we must ensure that tribalism does not cloud our actions on tackling the virus, as the New European so rightly points out.

There’s another factor influencing public opinion around coronavirus: online disinformation. It’s been a key part of turbocharging existing tribal divisions.

Based on my research so far, I’ve seen the following positions solidifying into recurring narratives. Many are from sources that originate in the United States, but the shared language and overlapping ideologies mean they can mostly be considered as UK-relevant too.  

Narratives primarily from conservative/right-wing/pro-Leave sources:

  • The coronavirus is a hoax used as a smokescreen for elites to take control of society
  • It’s no worse than the flu, so there’s no need to believe WHO or UN advice (in fact we shouldn’t trust them because they may be part of the elite conspiracy)
  • Social distancing is unnecessary / too extreme
  • China is to blame for all this. To quote Trump, coronavirus is ‘the Chinese virus’ 

Narratives primarily from liberal/left-wing/centrist/pro-Remain sources:

  • The coronavirus is real, serious, and affects everyone 
  • It can’t be compared to flu
  • We should trust advice from WHO/UN and other legitimate experts
  • Social distancing and possibly lockdown is necessary to save lives across the wider population. 

Most of the disinformation that I’ve observed so far plays on the core narrative strands in the first group. People targeted by these narratives might well be less likely to take the virus seriously and more likely to carry on with a semblance of normal life, thus continuing the pandemic. This unhelpful behaviour is exacerbated by the population spending more time at home and hence online, seeking out constant updates on this critical global threat.

In the next post, I will unravel the coronavirus disinformation narratives in more detail, providing data-driven examples. It’s critical to understand the why behind the seeding of this disinformation, so I’ll also discuss the various incentives that are driving it.