Causal Flashcards
FALSE CAUSATION // Cum Hoc Ergo Propter Hoc
“with this, therefore because of this”
assuming a correlation between two variables implies a causal link
A, B
therefore A caused B
“US spending on science, space and technology correlates 99% with suicides by hanging, strangulation and suffocation”
FALSE CAUSATION // Post Hoc Ergo Propter Hoc
“after this, therefore because of this”
assuming a causal link between two variables due to a chronological correlation
A then B
therefore A caused B
“I ate the scallops at the restaurant, later I felt sick; therefore the scallops made me sick.”
FALSE CAUSATION // Magical Thinking
assuming a causal link between two variables due to superstitious thinking
based on Associative Thinking, Temporal Connection or Projecting Mental States
“Michael’s mother recently ended up in hospital; he concludes it must be due to all the cracks he always steps on”
FALSE CAUSATION // Regression Fallacy
falsely assuming a causal link between an action and effect, without accounting for natural fluctuations and a Regression to the Mean that may be the true cause of the effect
“John scored eleven hole-in-ones in a row. David gave a quick prayer on the final hole, and John cut one into the bunker. David celebrated - it worked!”
WRONG RELATIONSHIP // Reverse Causation
Wrong Direction
confusing the causal order
A, B
assuming A causes B when B causes A
“The kettle whistles when the water is boiling; therefore the whistling causes the water to boil.”
WRONG RELATIONSHIP // Complex Cause
Fallacy of the Single Cause
assuming an effect has only one cause, when there are multiple
A, B
assuming A causes B, when A + A’… cause B
“John’s team lost the game, and John is feeling depressed; therefore, John’s team losing the game caused John’s depression”
WRONG RELATIONSHIP // Joint Effect
Ignoring A Common Cause
assuming a causal link between two variables, when both are caused by an external ‘lurking variable’
“I and my brother are in the same family, therefore I must have caused my brother’s existence”
WRONG RELATIONSHIP // COMPLEX CAUSE // Insignificant Cause
a given cause is relevant, but virtually insignificant compared to other causes
“Michael found a penny, and Michael is jubilant; therefore, finding a penny made Michael jubilant.”