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Cheryl Willard - Lee College

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Key for Correlation ≠ Causation<br />

Answers will vary, but here are some possible causal explanations:<br />

1. Studies have shown a negative correlation between depression and levels of serotonin.<br />

Explanation 1: Low levels of serotonin cause depression.<br />

Explanation 2: Depression causes low levels of serotonin.<br />

Explanation 3: Stressful life events influence both brain chemistry and depression.<br />

2. A study found a negative correlation between alcohol consumption and memory.<br />

Explanation 1: Alcohol causes memory impairment.<br />

Explanation 2: Drinking and partying reduces the amount of sleep one gets which is<br />

related to low scores on memory tests.<br />

3. A positive correlation was shown to exist between caffeine consumption and level of<br />

stress.<br />

Explanation 1: Daily stressors lead people to consume more caffeine.<br />

Explanation 2: Caffeine causes people to make more minor errors and thus experience<br />

more stress.<br />

Explanation 3: Number of hours spent at work in a week independently lead people to<br />

consume more caffeine and to experience more stress.<br />

4. A college professor found a negative correlation between class absences and course<br />

grades.<br />

Explanation 1: A high number of classes (and corresponding missed information) cause<br />

lower grades.<br />

Explanation 2: Students with jobs or other responsibilities find it difficult to make it to<br />

class or to find time to study.<br />

5. Studies show that the more psychology courses students take during their college years,<br />

the higher their scores on measures of interpersonal sensitivity (i.e., a positive<br />

correlation).<br />

Explanation 1: Psychology courses cause people to have greater sensitivity.<br />

Explanation 2: People who have had traumatic life experiences tend to show greater<br />

sensitivity and to take more psychology courses.<br />

Explanation 3: People with greater interpersonal sensitivity take more psychology<br />

courses.<br />

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