It’s one of the most contentious debates in the investment world: What happened to stock market volatility?

On most days, almost nothing happens in the stock or volatility markets. The Standard & Poor’s 500 index usually moves less than 1% from open to close. The primary proxy of equity volatility, the CBOE Volatility Index, or VIX, seems...