Correlation vs. Causation Explained

Paul Henne, a philosophy graduate student, explains the difference between correlation and causation using examples like Andy's math test performance and weather conditions. He highlights common fallacies where people mistake correlation for causation, emphasizing the need for evidence to establish causal relationships. The video introduces positive and negative correlations, using real-world examples to illustrate these concepts. It concludes with a discussion on common misunderstandings and a preview of further analysis in a subsequent video.

Why does Maria believe Andy will ace his math test?

• Because it's sunny outside

• Because he studied

• Because he is naturally smart

• Because he has a lucky charm

Tags

CCSS.RI.7.1

CCSS.RI.9-10.1

CCSS.RL.6.1

CCSS.RL.7.1

CCSS.RL.8.1

What mistake is Andy making in his reasoning?

• He thinks studying is unnecessary

• He thinks Maria is always wrong

• He believes sunniness causes his success

• He doesn't believe in studying

Tags

CCSS.RL.6.3

CCSS.RL.6.6

CCSS.RL.7.6

CCSS.RL.8.6

CCSS.RL.9-10.3

Which of the following is an example of correlation without causation?

• Fido barks when his tail wags

• Studying leads to good grades

• Eating healthy causes weight loss

• Exercising improves fitness

Tags

CCSS.HSS.ID.C.9

What might be a common cause for Fido's tail wagging and barking?

• Excitement when his owner comes home

• Hunger

• Hearing a loud noise

• Seeing another dog

Tags

CCSS.RI.4.3

CCSS.RI.5.3

CCSS.RI.6.3

CCSS.RI.7.3

CCSS.RI.8.3

What does it mean when two events are positively correlated?

• One event prevents the other

• Both events occur together frequently

• Both events never occur together

• One event causes the other

Tags

CCSS.HSS.ID.C.9

Which of the following pairs is negatively correlated?

• Sunny days and snowing

• Studying and good grades

• Exercise and fitness

• Eating and hunger

Tags

CCSS.HSS.ID.B.5

What is a common mistake people make when interpreting news headlines about correlations?

• Thinking all correlations are negative

• Assuming correlation implies causation

• Ignoring the correlation

• Believing all news is false

Tags

CCSS.HSS.ID.C.9

Why is it incorrect to say that eating more nuts will definitely lower bad cholesterol?

• Because everyone reacts differently to nuts

• Because correlation does not imply causation

• Because nuts are unhealthy

• Because nuts are expensive

Tags

CCSS.RI.6.1

CCSS.RI.8.1

CCSS.RL.6.1

CCSS.RL.8.1

CCSS.RL.9-10.1

What is an example of a positive correlation without causation in the context of grades?

• High school grades causing college grades

• High school grades and college grades occurring together

• Studying causing good grades

• Good grades causing happiness

Tags

CCSS.HSS.ID.C.9

What is a possible alternative explanation for success in college besides high school grades?

• Parental support

• Natural intelligence

• Good luck

• Working hard in college courses

Tags

CCSS.RI.7.8

CCSS.RI.8.8

CCSS.RL.7.1

CCSS.RL.8.1

CCSS.RL.9-10.1