Problems with meta-analyses

Photo by Pixabay on Unsplash
Meta-analyses are supposed to combine the evidence on a topic from many studies (e.g., does melatonin help sleep?) to produce an answer. Many people even consider them the gold standard for evidence about scientific questions. Unfortunately, taking a weighted average of many different studies sometimes doesn't work because averaging the studies can be meaningless. Suppose a meta-analysis on "meditation for depression" tries to average the results of a one-hour app-based mindfulness medita...
More

Can you have causation without correlation? (Surprisingly, yes)

Photo by Susan Q Yin on Unsplash
Here are five ways you can have correlation without causation: 1. Averaging: increasing A sometimes causes increasing B, but other times, it causes B to decrease. The two balance out. Since correlation measures the average relationship, the correlation is zero. For example, if you drive up a symmetrical hill and then down the other side, there’s no correlation between how many times the wheels have revolved on the hill and the car’s height above sea level, even though the revolving of the...
More