Summary of Conceptual Analysis of Online Misinformation

## Introduction Misinformation is false or inaccurate information that spreads without the explicit, malicious intent to deceive. It differs from related concepts such as disinformation, fake news, rumors, hoaxes, propaganda, and conspiracy theories. This guide breaks down meanings, attributes, typical intents, and real-world examples to help a self-study learner understand how misinformation appears, how it differs from other forms of false information, and how to think about detecting and responding to it. ## Core concepts and definitions > **Information:** Anything that reduces uncertainty or conveys data about the environment, events, or processes; can exist with or without a medium. > **Misinformation:** False or misleading information spread without the deliberate intent to deceive; may be inaccurate, incomplete, or outdated. > **Disinformation:** False information created and shared with the deliberate intent to deceive, manipulate, or gain advantage (political, economic, or otherwise). > **Fake news:** A media-bound subtype of disinformation: news-style content intentionally designed to be false or misleading, often to gain clicks, influence opinions, or generate revenue. > **Hoax:** A deliberate deception often designed for amusement or to trick many recipients; commonly spreads as chain messages or sensational claims. > **Rumor:** Unverified information circulated among people; may be true, false, or mixed, and often changes as it spreads. > **Propaganda:** Systematic communication intended to shape public opinion or behavior, frequently using repetition, biased presentation, and selective facts. > **Conspiracy theory:** An explanatory belief that an event or situation is the result of a covert plot by powerful actors; often resists contradictory evidence. ## Attributes used to distinguish these terms Use the following attributes to classify an instance of questionable information: - **Truth / Falsity:** Whether claims are verifiably true, false, or unverified. - **Accuracy:** Degree of correctness when checked against facts or evidence. - **Completeness:** Whether the claim omits crucial context or facts. - **Currency:** Timeliness; whether the information is outdated or newly relevant. - **Deceptiveness:** Whether the presentation intentionally misleads. - **Medium:** The channel used (e.g., social media, traditional press, email). - **Intent:** The creator’s purpose (e.g., influence/power, money, amusement, harassment, hate, ignorance, passion, socializing). - **Analyzable unit:** The level of analysis—statement, claim, article, message, event, story, narrative. Fun fact: The word "disinformation" was adopted into Russian as desinformatsiya in 1923 and was associated historically with intelligence and state operations ## Differences at a glance (table) | Concept | Truthfulness | Intent | Typical medium | Typical goal | |---|---:|---|---|---| | Information | may be true or false | neutral | any | convey knowledge | | Misinformation | false or inaccurate | none or accidental | any (often social media) | accidental spread | | Disinformation | false or intentionally misleading | deliberate (political, strategic) | any (often coordinated) | influence, confuse, harm | | Fake news | false; mimics news | deliberate (often monetary + ideological) | media channels, social media | clicks, profit, influence | | Hoax | false | deliberate; often for fun or trick | email, social networks | prank, deception | | Rumor | unverified | typically none; social | interpersonal, social media | spread information quickly | | Propaganda | biased/partial truth | deliberate | mass media, social media | shape public opinion | | Conspiracy theory | often false or unproven | usually explanatory intent | books, forums, social media | explain events, mobilize belief | ## Breaking down intent and context - Intent is central to separating **misinformation** (usually no deliberate harm) from **disinformation** (deliberate). Intent