Stock market volatility changes over time due to factors like economic activity, financial leverage, and stock trading. During the Great Depression, stock return variability was very high. While leverage affects volatility, it doesn't fully explain the fluctuations. Simple stock valuation models struggle to explain the extreme volatility seen during the Great Depression.