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Media Literacy Glossary
A reference guide for critical readers
Logical Fallacies
Ad Hominem
Attacking the person making an argument rather than the argument itself. This tactic shifts focus away from the actual claim to irrelevant personal characteristics, history, or motive of the speaker.
Example: "You can't trust his climate data — he failed high school chemistry."
Anecdotal Evidence
Using a personal story or isolated example as proof of a general claim, ignoring the larger body of evidence. Single data points rarely represent the whole picture.
Example: "My grandfather smoked his whole life and lived to 95, so smoking isn't that bad."
Appeal to Authority
Using someone's status or reputation as proof of a claim, regardless of whether they have relevant expertise. Not all authority figures are experts on every topic.
Example: "A famous actor says this supplement cures cancer."
Appeal to Emotion
Substituting emotional manipulation for logical argument — exploiting feelings like pity, pride, or outrage to bypass critical thinking. Emotional responses are valid, but not evidence.
Example: "Think of the children — how can you vote against this?"
Appeal to Fear
Using fear to manipulate rather than using evidence to persuade. This fallacy exaggerates threats or consequences to pressure agreement without providing logical justification.
Example: "If we don't act now, our children will inherit a wasteland."
Appeal to Ignorance
Claiming something must be true because it hasn't been proven false, or false because it hasn't been proven true. Absence of evidence is not evidence of absence.
Example: "No one has proven aliens don't exist, so they must be real."
Appeal to Nature
Assuming something is good, safe, or superior because it is natural, or bad because it is artificial. Many natural things are harmful; many artificial things are beneficial.
Example: "It's completely natural, so it must be safe."
Bandwagon
Arguing that something is true, correct, or good because many people believe or do it. Popularity does not determine truth — majorities have been wrong throughout history.
Example: "Millions of people can't be wrong about this diet."
Begging the Question
Using the conclusion as a premise in the argument — a circular form of reasoning where the claim assumes its own truth. Nothing is actually proven; the argument just restates itself.
Example: "Free speech is important because people should be able to say what they want."
Burden of Proof
Placing the responsibility to disprove a claim on the wrong party. The burden of proof rests on whoever makes the positive claim, not on those who are skeptical of it.
Example: "Prove that my miracle cure doesn't work."
Circular Reasoning
Using the conclusion as a premise, creating an argument that loops back on itself without providing external evidence or logical support for the claim.
Example: "The Bible is true because it says so in the Bible."
Composition / Division
Assuming what is true of the parts is true of the whole (composition), or that what is true of the whole is true of its parts (division). Neither follows logically without additional evidence.
Example: "Every player on this team is excellent, so the team must be excellent."
Equivocation
Using the same word with two different meanings within the same argument to create a misleading conclusion. The shift in meaning is often subtle and exploits ambiguity in language.
Example: Using "theory" to mean both "scientific theory" and "wild guess" in the same argument.
False Cause
Assuming that because one event followed another, the first caused the second. Correlation is not causation — two things happening together or in sequence does not prove a causal relationship.
Example: "I wore my lucky shirt and we won — it must have helped."
False Dichotomy
Presenting only two options when more exist, forcing a binary choice where a spectrum of possibilities is actually available. Also called a false dilemma or either/or fallacy.
Example: "You're either with us or against us."
Genetic Fallacy
Judging an argument as valid or invalid based on its source rather than its actual content. Where an idea comes from is irrelevant to whether the idea itself is true or well-reasoned.
Example: "That idea came from a biased organization, so it must be wrong."
Hasty Generalization
Drawing a broad conclusion from an insufficient number of examples or an unrepresentative sample. The conclusion may be partially true but cannot be reliably established from limited evidence.
Example: "I met two rude people from that city — everyone there must be rude."
Loaded Question
Asking a question that embeds a false or controversial assumption, so that any direct answer appears to confirm that assumption. It's a rhetorical trap designed to put the respondent on the defensive.
Example: "Have you stopped lying to your constituents?"
Middle Ground
Assuming the truth always lies between two extreme positions when it may not. Sometimes one side is simply correct and a compromise position is unsupported by evidence.
Example: "Some say vaccines are safe, others say they're dangerous — the truth must be somewhere in between."
No True Scotsman
Redefining a category on the fly to exclude counterexamples that would disprove a claim. The goalposts move to protect the original generalization from any contradicting evidence.
Example: "No real patriot would ever criticize the government."
Red Herring
Introducing an irrelevant point to distract from the real issue under discussion. The new topic may be valid on its own but has no logical bearing on the original argument.
Example: "Why focus on crime rates when unemployment is also high?"
Slippery Slope
Claiming that one event will inevitably lead to extreme or catastrophic consequences without providing evidence for that chain of causation. Each step in the chain requires its own justification.
Example: "If we allow this, next thing you know everything will be banned."
Straw Man
Misrepresenting someone's argument in a weaker or more extreme form to make it easier to attack. The person argues against a distorted version of the claim rather than what was actually said.
Example: "She wants stricter gun laws, so she must want to ban all guns."
Texas Sharpshooter
Choosing data that supports a conclusion after the fact, ignoring contradicting data. Named after the image of someone shooting at a barn wall then drawing a bullseye around the bullet hole.
Example: Cherry-picking poll results that show your preferred candidate winning while ignoring others.
Tu Quoque
Deflecting a criticism by pointing out that the other party has committed the same fault. Also called the "appeal to hypocrisy" — someone else's wrongdoing does not justify your own.
Example: "You can't criticize my environmental record — your party was just as bad."
Bias Types
Cherry Picking
Selecting only the data, quotes, or facts that support a predetermined conclusion while ignoring contradicting evidence. The selected information may be accurate, but the omission distorts the overall picture.
Example: Reporting only the economic statistics that support a political argument while omitting those that contradict it.
Confirmation Bias
The tendency to search for, interpret, and present information in a way that confirms pre-existing beliefs. In journalism, this shows up as sourcing only experts who agree with a predetermined conclusion.
Example: A reporter who believes a policy is failing only interviews critics of that policy.
Dog Whistle
Language that carries a specific coded meaning for a targeted subgroup while appearing neutral or innocuous to outside observers. The signal is recognizable to the intended audience and invisible to others.
Example: Political phrases that activate a specific ideological group while sounding neutral to general audiences.
False Balance
Presenting two sides of an issue as equally credible when evidence strongly favors one side. The appearance of balance misleads readers into thinking a genuine scientific or factual dispute exists.
Example: Giving equal airtime to climate scientists and climate change deniers as if both positions are equally supported by evidence.
Framing Bias
Presenting factually accurate information in a way that leads the reader toward a particular interpretation. The facts may be correct but the selection, arrangement, and emphasis tells a particular story.
Example: Describing a budget increase as "government overspending" vs. "investment in public services" — both may describe the same numbers.
Loaded Language
Words chosen specifically for their emotional connotation rather than their neutral descriptive accuracy. The same event can be described multiple ways, each triggering a different emotional response.
Example: A protest can be called a "gathering," a "demonstration," or a "riot" — each carries dramatically different emotional weight.
Omission Bias
Leaving out information that would change the reader's interpretation of a story. What isn't said can be as biasing as what is said — context withheld is context manipulated.
Example: Reporting that a candidate's policy failed without mentioning the external factors that contributed to that outcome.
Political Bias
Consistent framing, sourcing, or emphasis that favors one political perspective over another. This can manifest across the political spectrum and is often most visible when comparing coverage of the same event across different outlets.
Example: Consistently using language and sourcing that frames one party's policies more favorably than the other's across all coverage.
Sensationalism
Emphasizing the shocking, dramatic, or outrageous aspects of a story to provoke emotional reaction and increase engagement, often at the expense of context, proportion, and accuracy.
Example: Covering an isolated violent crime with the framing of a widespread epidemic when data shows crime rates are declining.
Spin
Presenting information in a way designed to influence opinion without technically lying. Spin often involves strategic emphasis, selective detail, and careful framing to shape perception while maintaining plausible deniability.
Example: Describing a 2% economic growth rate as "robust expansion" or "anemic growth" depending on the political point being made.
Media Literacy Terms
Anonymous Source
A source whose identity is not disclosed in the reporting. Anonymous sourcing can be legitimate — protecting whistleblowers — or a signal of weak sourcing when used to make claims that cannot be independently verified.
Example: "According to a source familiar with the matter" — legitimate if the source has direct knowledge; problematic if used to lend credibility to unverifiable rumors.
Byline
The name of the journalist who wrote a piece, typically appearing just below the headline. Absence of a byline can indicate the piece represents the publication's institutional editorial voice rather than an individual reporter's reporting.
Editorial Independence
The separation between a publication's business interests and its journalistic decisions. Compromised editorial independence occurs when advertisers, owners, or political interests influence which stories are covered and how.
Fact vs. Opinion
A fact is a verifiable claim that can be confirmed through evidence. An opinion is a belief, judgment, or interpretation. Good journalism distinguishes between the two — the best reporting is clear about which is which.
Example: "The vote was 52-48" is a fact. "The vote was a disaster" is an opinion.
Lede
The opening sentence or paragraph of a news story, designed to capture the most essential information. A "buried lede" means the most newsworthy fact appears too far down in the story, often obscuring what's truly important.
News Analysis
A piece that goes beyond reporting facts to interpret their significance and implications. Different from opinion in that it should be grounded in evidence rather than personal belief — though the line is sometimes blurred.
Op-Ed
Short for "opposite the editorial page." An opinion piece written by someone outside the publication's staff, presenting a personal argument or perspective. Op-eds are explicitly opinion — not news reporting.
Primary Source
Original, firsthand material — official documents, research data, eyewitness accounts, or original statements. The most reliable starting point for verification, as it has not yet been filtered through interpretation.
Secondary Source
Analysis, interpretation, or summary of primary sources. A newspaper reporting on a scientific study is a secondary source — the original study is the primary source. Secondary sources are subject to the summarizer's choices and potential errors.
Sourcing Standards
The criteria a publication uses to verify information before publishing. Strong sourcing requires multiple independent sources, named where possible, with primary documents preferred over secondhand accounts.