Conceptual Analysis of Online Misinformation

In today's complex digital world, understanding online misinformation is crucial. This article provides a conceptual analysis of online misinformation, differentiating it from related terms like disinformation, fake news, hoaxes, and rumors. We'll explore the various intents behind these behaviors and the characteristics that help us distinguish them, which is essential for students navigating information in a post-truth society. This analysis is based on comprehensive research, including sources from Bibliotecas. Anales de Investigación and other key academic works.

Unraveling the Concepts: Misinformation vs. Disinformation

To begin our conceptual analysis of online misinformation, it's important to first understand the foundational terms: information, misinformation, and disinformation. These are often the broadest categories when discussing questionable content online.

• Information: This term broadly encompasses everything from the property of matter that reduces uncertainty to meaningful data about the environment, its state, and processes. It can also refer to the content of a communicated message or the product of knowledge, whether fixed in characters or propositions (Jonák, 2003; Fox, 1983). Information can exist with or without a specific medium and plays a role in human communication.

• Misinformation: This refers to inaccurate, misleading, or false information in general (Fox, 1983; Sorgatz, 2018). A crucial attribute of misinformation is that it is often shared without the intent to deceive (Fetzer, 2004; Sorgatz, 2018; Dictionary.com, n.d.). Users might share misinformation due to socialization, self-expression, ignorance, or passion (Chen et al., 2015), often unaware they are spreading inaccurate content. It can even include disinformation that is shared unknowingly by others.

• Disinformation: This is characterized by the malicious intent to deliberately deceive the user (Soe, 2018; Karlova & Fisher, 2013; Fetzer, 2004; Sorgatz, 2018; Fallis, 2015). The term originated from the Russian "desinformatsiya" (1923), meaning false, mistaken, or misleading information spread intentionally to confuse (Fetzer, 2004). Historically, it's often linked to governments and politicians, driven by an intent for power or influence (Fallis, 2015). Both fake news and chain letters can be considered narrower types of disinformation, especially when created with malicious intent.

Key Attributes for Differentiating Information Types

Several features help distinguish between these concepts (Karlova & Fisher, 2013):

• Truth/Falsity: While scientists debate the absolute truthfulness of information, disinformation and misinformation are generally understood as unsupported, groundless, or unverified.
• Accuracy, Completeness, Currency: Incompleteness, inaccuracy, or misleadingness are common characteristics (Soe, 2018; Karlova & Fisher, 2013; Sorgatz, 2018).
• Deceptiveness: The deliberate intent to mislead is a hallmark of disinformation.
• Medium: The channel through which information is spread (e.g., social media, news articles).
• Intent: The motivation of the author or sharer (e.g., power, money, amusement, hate).
• Analyzable Unit: The format of the content (e.g., statement, claim, article, message, story).

Understanding Fake News: A Species of Disinformation

Fake news in the context of online misinformation is a specific and widely discussed phenomenon. It is recognized as a species of disinformation, implying a deliberate intent to mislead.

• Definition: Fake news refers to news articles that are intentionally and verifiably false, designed to mislead readers (Allcott & Gentzkow, 2017; Gelfert, 2018). It involves the "deliberate presentation of (typically) false or misleading claims as news, where the claims are misleading by design" (Gelfert, 2018, p. 84).
• Medium and Design: The internet, especially social media, is highly conducive to the creation and proliferation of fake news (Rini, 2017). It often mimics the conventions of traditional media reportage but is known by its creators to be significantly false. The 'by design' aspect refers to systemic features of the sources and channels that manipulate audience cognitive processes.
• Intent: A primary intent behind fake news, besides power or influence (typical for broader disinformation), is financial profit (Hrčková, 2014). This can manifest as yellow journalism, clickbait articles, manipulated images (photoshopping) or videos (deep fake), or content farms (Holiday, 2013). Examples include Macedonian students creating fake news for profit or Russian trolls with mixed motives.
• Topicality: Fake news typically describes recent events, aligning with the definition of 'news' itself (Cambridge dictionary, n.d.).

Exploring Hoaxes, Rumors, and Urban Legends

These terms are often confused with disinformation but represent distinct forms of online content, each with particular characteristics and intents.

• Hoaxes: A hoax is defined as something intended to deceive or defraud, often for amusement or to spread discord (Dictionary.com, n.d.; Boese, 2002; Gregor & Vejvodova, 2018). They frequently appear as alarmist or unauthorized chain letters, particularly via email and social networks, and often include a 'call to action' for rapid sharing (McDowell & Householder, 2016). Hoaxes share an intent with satire or parody, though recipients of hoaxes are generally unaware they are being tricked, unlike satire where the deception is usually understood. Financial scams, phishing, and hate crimes can also be categorized as hoaxes, demonstrating diverse motivations (Boese, 2002).
• Rumors: Social scientists generally define rumors as unauthorized messages of universal interest that disseminate diffusely in social networks (Bergmann, 1993). Unlike gossip, which is relevant to a specific group, rumors have wider appeal. They can sometimes evolve into urban legends (Allport & Postman, 1947). Computer scientists, however, use a more general definition, often referring to any unverified information at the time of posting (Zubiaga et al., 2018), which can overlap with misinformation, disinformation, and fake news.
• Urban Legends: These are stories believed to be true that persist because they make cultural sense (Whipps, 2006). They can originate from rumors and may even be reported as factual by traditional media.

A gap in research: There is currently a lack of rigorous classification for different types of hoaxes, and a solid terminological demarcation is missing for rumors, hoaxes, and urban legends, especially between social and computer sciences.

Propaganda and Discussion Manipulation Tactics

Propaganda is a form of disinformation characterized by the repetition of lies (Sorgatz, 2018). It aims to influence public opinion, often in political contexts. Key tactics include:

• Black Propaganda: Aims to discredit a political opponent.
• White Propaganda: Focuses on presenting the virtues of a promoted person.
• Unethical Propagation: Involves forged documentaries, fake reviews, planted evidence, staged media spectacles, and PR articles or content farms (Holiday, 2013). These methods are used to influence opinions on products but are also prevalent in politics (Hrčková, 2014).

Discussion manipulation specifically targets online communities to shift public opinion:

• Astroturfing: Flooding discussions with numerous comments from fake accounts (sock puppets) to create an illusion of widespread support, particularly in political campaigns.
• Sock Puppets: Fake accounts that promote ideologies, create fake reviews, and often act as 'friends' in discussions. They might be financially motivated (Hrčková, 2014).
• Swiftboating: Unscrupulous attacks on a political rival, targeting their strengths rather than weaknesses.
• Virtue Signaling: Exhibitionistic expressions of moral values to show the righteousness of the actor, often weaponized by groups like the alt-right.

Online Misbehavior: Trolling, Cyberbullying, and More

Beyond direct misinformation, several forms of online misbehavior also contribute to a challenging digital environment. These actions are often driven by malicious intents other than direct deception.

• Trolling: This involves misleading, destructive, or disruptive behavior in an online community, primarily for entertainment (Buckels et al., 2014). Trolls' posts and comments are typically offensive, divisive, and controversial (Techopedia, n.d.). Unlike cyberbullying, trolls usually lack a defined victim and have a wider network of potential targets (Hardaker, 2010).
• Flaming: A subtype of trolling characterized by constant profanations and insults (Coles & West, 2016).
• Griefing: Undesirable behavior in online computer games aimed at spoiling the gaming experience (Thacker & Griffiths, 2012).
• Vandalism: Destructive adjustments in private or public online environments (e.g., Wikipedia) (Kumar et al., 2017b).
• Cyberbullying and Cyberhate: Behaviors with the intent to spread hate or discord (Blaho, 2018).
• Sexting and Cybergrooming: Manifestations of sexual harassment in cyberspace (Blaho, 2018).
• Conspiracy Theories: Beliefs that phenomena are planned by secret actions of powerful individuals or organizations to harm and control the public (Bahna, 2017). Authors often believe these stories, which are rapidly shared on social media due to their deceptive nature. However, their origin and intent are often unclear and less researched by computer scientists.

Conclusion: Navigating Misinformation in the Post-Truth Era

Understanding the nuances between misinformation, disinformation, fake news, and other forms of online misbehavior is vital for everyone, especially students. While misinformation is often spread unknowingly, disinformation is characterized by deliberate intent to deceive, often for power or financial gain. Fake news is a specific type of disinformation, limited by its medium and financial motivation. Hoaxes and rumors, while distinct, share blurred lines with these concepts.

Crucial factors for differentiating these terms include the author's intent (power, money, fun, hate, ignorance, passion, socialization), the medium used, and the analyzable unit of content (statement, claim, article, message, event, story, narrative). Addressing the gaps in our understanding, especially regarding the origin and intent of conspiracy theories and urban legends, remains a key challenge for future research. By clarifying these concepts, we can better detect and mitigate the spread of false information and foster more informed online interactions.

Frequently Asked Questions (FAQ)

What is the primary difference between misinformation and disinformation?

The primary difference lies in intent. Misinformation is inaccurate information spread without the intent to deceive (often unknowingly by the sharer). Disinformation, however, is false information spread with a deliberate, malicious intent to mislead or confuse.

How does fake news relate to disinformation?

Fake news is considered a species of disinformation. This means it is a specific type of disinformation that is intentionally false, presented as news, and typically propagated through specific media (like social media or fabricated news sites) often with a financial motive, in addition to influencing public opinion.

What are some common intents behind spreading online misinformation or misbehavior?

The intents can vary widely, including: power or influence (e.g., political disinformation, propaganda), money (e.g., fake news clickbait, financial scams), amusement or fun (e.g., hoaxes, trolling), spreading hate or discord (e.g., cyberhate, racially motivated hoaxes), or even unintentional factors like ignorance, passion, or socialization (common for misinformation).

What is astroturfing in the context of online discussion manipulation?

Astroturfing is a tactic where fake accounts (known as 'sock puppets') are used to flood online discussions with numerous comments. The goal is to create the illusion of widespread popular support for a particular agenda or idea, thereby shifting public opinion, especially in political campaigns.