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Cognitive Biases

Law of Similarity

The law of similarity describes the belief that resembling things share deeper properties or that causes resemble their effects. The article distinguishes like-causes-like reasoning from appearance-equals-reality reactions and relates both to magical thinking and representativeness.

THE IDEA

Two Versions of the Law of Similarity

Like causes Like

As described by Tylor (1879), Frazer (1895), and Mauss (1902), the law of similarity describes a belief that causes resemble their effects. Applied to treatment, this reasoning suggests that a remedy should resemble a disease or its presumed cause. For instance, the Zande people of Africa treat ringworm with fowl excrement because the two are similar in appearance. Homeopathy’s principle of like cures like is another use of resemblance as a guide to treatment.

Shweder (1977) argued that the conflation of likeness with co-occurrence likelihood is common not only in magical thought but also in mundane intellectual activities, concluding that “magical thinking is an expression of a universal disinclination of normal adults to draw correlational lessons from their experience, coupled with a universal inclination to seek symbolic and meaningful connections (likenesses) among objects and events.” This inclination is closely related to the representativeness heuristic (Kahneman & Tversky, 1972), whereby an entity is assigned to a category based on how closely its features match those of typical category members. When the category is cause–effect pairs, representativeness becomes “like causes like”: people expect a cause to mirror its effects. For example, because AIDS is lethal and extremely difficult to cure, many assume the causative virus (HIV) must itself be potent and indestructible. The severity of a disease does not, by itself, establish how readily its causative agent survives or spreads.

Similar thinking underlies voodoo practices, where harming an effigy is believed to harm the person it represents. Laboratory studies have examined reactions to such symbolic acts. Undergraduates throwing darts at a picture of John F. Kennedy’s face (aiming between the eyes) showed poorer accuracy than when throwing at a plain target or at a picture of Adolf Hitler. Moreover, they sometimes visibly cringed when a dart struck near the Kennedy target. Likewise, people commonly report reluctance to throw out or tear up duplicate photographs of loved ones—a phenomenon confirmed in unpublished studies. These reactions can feel as though an action on an image affects the person represented, even when participants do not literally believe that it does.

Appearance Equals Reality

A second, even more basic realization of the law of similarity is the assumption that appearance equals reality: if something looks like a tiger, it is a tiger. Here, surface features are used to infer deeper properties, and similarity drives categorization rather than direct causal inference. In voodoo, the action on the image is taken as acting on the real object because, at a fundamental level, the two are seen as one. Piaget (1983) described a related phenomenon in children as nominal realism—the tendency to believe that words or names embody the properties of the things they refer to. The label “poison” is not itself poisonous, yet even adults often act as if it were.

Extensive laboratory experiments with educated American undergraduates illustrate the power of appearance equals reality. Most students preferred a round piece of chocolate fudge to a piece with identical ingredients shaped realistically to resemble dog feces. Similarly, they were much less willing to place a clearly rubber toy vomit in their mouths than a plain rubber sink stopper of comparable size. In a striking demonstration of nominal realism, subjects watched sugar being poured from a commercial container into two bottles; they then randomly placed a “sugar” label on one and a “sodium cyanide, poison” label on the other. Despite knowing they themselves had attached the labels arbitrarily, participants were reluctant to consume sugar from the bottle marked “poison.” Remarkably, this reluctance persisted even when the label read “Not Sodium Cyanide,” a result compatible with Freud’s (1966) discussion of unconscious responses to negation, though it does not establish that the unconscious generally fails to process negatives. In these studies, subjects explicitly acknowledged that their negative feelings were unfounded, but they reported experiencing them anyway. The findings show a gap between participants’ explicit knowledge and their feelings about visual forms or labels.


Similarity-based thinking can be understood in relation to generalization: a response learned for one stimulus transfers to similar stimuli. That can be useful, but resemblance alone does not establish a shared cause, a shared property or a physical connection.

When to use it

  • In advertising, using imagery similar to the desired outcome to influence consumer perception.

  • In alternative medicine, the principle of 'like cures like' as in homeopathy.

  • In product design, using intuitive metaphors that match function (e.g., a trash can icon for deletion).

  • In legal reasoning, assuming guilt based on appearance or similarity to a criminal stereotype.

  • When designing food packaging, consider whether shapes or labels evoke disgust despite the product’s actual contents.

  • In public health campaigns, be aware that warnings (e.g., poison symbols) may inadvertently cause avoidance of harmless substances.

  • In product development, consider how familiar shapes and controls affect acceptance of a new household appliance.

  • In therapy, help clients recognize when similarity-based reactions (e.g., fear of harmless objects) are affecting their behavior.

  • Marketing campaigns that use visual similarities to associate a new product with an established brand.

  • Identifying when a first impression based on resemblance might mislead you in evaluating a person or situation.

  • Teaching critical thinking by contrasting similarity-based reasoning with more analytical approaches.

  • Designing user interfaces where elements with similar functions have consistent visual cues to aid recognition.

FROM THEORY TO EVERYDAY LIFE

In practice

01

Zande ringworm treatment

The Zande people of Africa believe that fowl excrement cures ringworm because fowl excrement and ringworm are similar in appearance.

02

AIDS and HIV

A person may assume that the virus causing a severe disease must itself be indestructible. The inference mistakes disease severity for evidence about the virus’s properties; similarity between a cause and its effect is not a reliable test of those properties.

03

Chocolate fudge shaped like dog feces

Participants preferred round chocolate fudge to fudge made from the same ingredients but shaped like dog feces. The appearance affected their willingness to eat it despite their knowledge of what it contained.

04

Reluctance to consume sugar from a 'cyanide' labeled bottle

Subjects were hesitant to eat sugar from a bottle they themselves had labeled 'Sodium Cyanide, Poison,' even though they knew the label was arbitrary, showing how resemblance to poison triggers avoidance.

05

Dart-throwing at Kennedy vs. Hitler

Subjects were less accurate when throwing darts at a picture of John F. Kennedy's face and cringed when darts hit near his eyes, consistent with an emotional reluctance to harm the person symbolically.

06

Brand Packaging

A consumer assumes a new brand of coffee is just as good as their favorite because the packaging is similar in color and design.

07

Medical Diagnosis

A doctor might diagnose a patient with a common illness because the symptoms are similar to a recent case, even if other factors suggest a different condition.

✳

A MOMENT TO REFLECT

Put it to work.

  1. Can you think of a time when you assumed that a cause resembled its effect? How might this bias affect medical reasoning?

  2. Why do you think people are reluctant to consume sugar labeled as poison even when they know it's harmless?

  3. How does the law of similarity manifest in superstitions or everyday beliefs?

  4. Can you recall a time when you avoided something safe because it looked like something harmful?

  5. How might the Law of Similarity influence brand logos or product packaging in marketing?

  6. Why are people often reluctant to discard photographs or destroy effigies of loved ones, even when they know it's illogical?

  7. When have you assumed two things are the same just because they look alike?

  8. How would you distinguish a reaction based on resemblance from one based on an object’s past contact with a person or substance?

  9. In what ways does the law of similarity appear in your everyday thinking without you noticing it?

Connected ideas

Another lens can bring the same problem into focus.

Often confused with

References

  1. Primitive Culture — Edward B. Tylor (1879)
  2. The Golden Bough — James G. Frazer (1895)
  3. A General Theory of Magic — Marcel Mauss (1902)
  4. Likeness and likelihood in everyday thought — Richard A. Shweder (1977)
  5. Judgment under uncertainty: Heuristics and biases — Daniel Kahneman & Amos Tversky (1972)
  6. The child's conception of the world — Jean Piaget (1983)
  7. Operation of the laws of sympathetic magic in disgust and other domains — Paul Rozin, Linda Millman, & Carol Nemeroff (1986)
  8. The magical law of contagion — Paul Rozin, Maureen Markwith, & C. A. Ross (1990)
  9. Rozin, P., Millman, L., & Nemeroff, C. (1986). Operation of the laws of sympathetic magic in disgust and other domains. — Rozin, P., Millman, L., & Nemeroff, C. (1986)
  10. Rozin, P., Markwith, M., & Ross, B. (1990). The sympathetic magical law of similarity, nominal realism, and the neglect of negatives. — Rozin, P., Markwith, M., & Ross, B. (1990)
  11. Freud, S. (1966). The psychopathology of everyday life. — Freud, S. (1966)

CONTINUE THE CONVERSATION

Source texts

  • Heuristics and Biases The Psychology of Intuitive Judgment (Thomas Gilovich, Dale Griffin, Daniel Kahneman)
  • Heuristics and Biases The Psychology of Intuitive Judgment (Thomas Gilovich, Dale Griffin, Daniel Kahneman)
  • Heuristics and Biases The Psychology of Intuitive Judgment (Thomas Gilovich, Dale Griffin, Daniel Kahneman)
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