Thought-terminating cliché

“It is what it is”

Sam: The supplier has delivered late three months in a row, and each time we’ve had to pay for rush shipping to our own customers. Should we look at a second supplier?

Manager: It is what it is. Shipping’s always a headache.

Sam’s question has parts that can be answered: how much the rush shipping has cost, whether other suppliers are more reliable, what switching would take. The manager’s reply addresses none of them. It’s true that some delays can’t be avoided, but that doesn’t show these delays can’t be, and the question is closed anyway. This is the clear-cut case.

A team’s own vocabulary

A small software company prides itself on moving fast, and “analysis paralysis” is a phrase everyone uses. Before a release, a developer points out that there’s no way to undo the update if it corrupts customers’ saved files. The team lead says: “Let’s not get into analysis paralysis. We ship.” The others nod, and the release goes ahead.

This version doesn’t sound like a platitude. It sounds like the team’s hard-won wisdom, and the phrase names a real problem: teams do sometimes study a decision forever. But here it’s applied to a single, specific risk that would take minutes to assess, and it turns a concern into a character flaw. This is close to the original sense of the term: in-group jargon that files any troublesome concern under a label, so the label is both the start and the finish of the analysis.

A critical-thinking phrase used to stop thinking

In a running club’s group chat, several members say their shin pain went away after they started doing a particular calf-strengthening routine. Someone replies: “Correlation isn’t causation.” Nobody posts about it again.

The reply is true and sounds rigorous. But it doesn’t say what else might explain the improvement (rest, the weather, runners who were already healing), and it doesn’t suggest how to find out. A caution that should open the question closes it instead. Names of fallacies and biases can work the same way, including the ones on this site: “that’s just anecdotal” or “that’s a fallacy” ends a discussion without showing that the claim is wrong (see Argument from fallacy and Correlation vs. causation).

• Platitudes and proverbs: “it is what it is”, “nobody’s perfect”, “better late than never”, “it doesn’t matter”. True, or nearly so, and beside the point.
• In-group jargon: a label that sorts an objection into a category the group has already dismissed, such as a workplace’s “not a team player” for someone who raises a problem. Lifton’s historical example was the phrase “bourgeois mentality” (see below).
• Appeals to how things are: “that’s human nature”, “that’s how it’s always been done”. These overlap with Appeal to tradition when the age of a practice is offered as its justification.
• Critical-thinking phrases: “correlation isn’t causation”, “that’s anecdotal”, “that’s a fallacy”, used to dismiss rather than to ask what would settle the matter.

Proverbs often come in opposed pairs (“look before you leap” and “he who hesitates is lost”), so there is usually a cliché available for either side of a decision. That’s a sign the cliché isn’t doing the reasoning.

Not the same as a red herring. A Red herring moves the discussion to a different subject, where it can carry on. A thought-terminating cliché doesn’t offer another subject; it ends the discussion, usually with a phrase that seems to be about the original one.

About the name. The psychiatrist Robert Jay Lifton coined the term in Thought Reform and the Psychology of Totalism (1961), a study based largely on interviews in Hong Kong in the mid-1950s with people who had been through “thought reform” in Communist China. “Loading the language” is one of the eight psychological themes he identified in what he called ideological totalism. He wrote: “The language of the totalist environment is characterized by the thought-terminating cliché. The most far-reaching and complex of human problems are compressed into brief, highly reductive, definitive-sounding phrases, easily memorized and easily expressed. These become the start and finish of any ideological analysis.” He added that “this kind of language exists to some degree within any cultural or organizational group, and all systems of belief depend upon it”; what marks totalist settings is how far it’s taken.

The everyday sense, in which ordinary platitudes count, is a broader use. Researchers who built a corpus of news articles annotated for propaganda techniques (Da San Martino and colleagues, 2019) list the thought-terminating cliché as one of eighteen techniques, defined as “words or phrases that discourage critical thought and meaningful discussion about a given topic”, with examples including “it is what it is”, “it’s common sense” and “nobody’s perfect”.

It’s not a classical fallacy. It doesn’t appear in the traditional lists, and it isn’t an argument with premises and a conclusion. It’s a rhetorical and psychological device for ending an argument. It belongs next to the informal fallacies because accepting it has the same effect as accepting a bad argument: a conclusion (nothing more needs to be said or done) is reached without support.

A stock phrase isn’t a thought-terminating cliché just because it’s familiar. What matters is whether it’s being used in place of an answer that’s still needed.

• It’s offered as comfort, not as an answer. Someone grieving or disappointed usually isn’t asking for an analysis, and a familiar phrase can carry sympathy that newer words don’t.
• The discussion has actually reached its end. The options were weighed and a decision was made, or nothing more can be done. “It is what it is” can mark acceptance of a settled fact.
• It stands for reasons everyone present already knows, and it would give way to them if asked. “Measure twice, cut once” in a woodworking class compresses a lesson the students have been taught.
• Stopping is proposed openly, with a reason. “We’ve spent an hour on this; let’s decide and look at it again next month” ends a discussion without pretending the question was answered.

The test: if someone asked “why?”, would the phrase give way to reasons, or is the phrase all there is?

Comfort after a real effort

Dana applied to a competitive apprenticeship program: she prepared for months, got feedback on her portfolio, and did well in the interview, but wasn’t accepted. That evening her brother says: “You did everything you could. Sometimes it just doesn’t work out.”

Dana isn’t asking what went wrong. The work of improving her application has been done, and her brother’s phrase answers the question she’s actually living with: whether she failed through her own fault. That’s the comfort, not an answer condition. It would become the error if Dana asked what she could do differently next year and the reply were still “sometimes it just doesn’t work out”.

Closing a discussion that’s finished

A team spent two meetings comparing dates for an office move, weighed the lease, the busy season and everyone’s vacation plans, and chose March. A week later someone brings it up again, with no new information. The office manager says: “We’ve been through this. The lease ends in March. It is what it is.”

The same words as the supplier example, but here they point back to reasons that were given, heard and accepted, and the manager names the main one. If something new had come up (the landlord offering an extension, say), the phrase wouldn’t be a reason to ignore it. This is the reached its end condition.

Lifton’s description explains much of the appeal: the phrases are “easily memorized and easily expressed”, and they give a feeling of having understood. He noted that loaded language “may provide an initial sense of insight and security, eventually followed by uneasiness”. A phrase that sounds like a conclusion lets everyone stop working on a hard or uncomfortable question at once.

The phrases are also hard to argue with. Because most of them are true in general, or can’t be shown false (see Unfalsifiability), disagreeing sounds like denying something obvious, or like being pedantic. Objecting to “nobody’s perfect” makes the objector look unkind, even though the question was never whether anybody is perfect.

Shared phrases also signal belonging. Lifton quotes the linguist Edward Sapir: “’He talks like us’ is equivalent to saying ‘He is one of us’.” Pushing back on a group’s favorite phrase can feel like pushing back on the group, which is why the jargon version works so well inside organizations. And phrases heard many times feel familiar, which can make them feel truer than they are (see Proof by repetition).

These are practical suggestions, not remedies that have been tested.

• Grant the phrase, then return to the question. “Nobody’s perfect, agreed. Which step failed, and can we change it?” This avoids arguing with something true and gets back to what wasn’t answered.
• Ask what the phrase implies you should do. “If it is what it is, are we deciding to keep paying for rush shipping?” Stating the conclusion openly shows whether anyone actually accepts it.
• Unpack jargon into a claim. “When you say analysis paralysis, do you mean the rollback check would take too long? It’s about ten minutes.”
• Notice it in yourself. When a phrase ends your own worrying about something, check whether it settled the question or just made it stop feeling urgent.