Previous literature has found that some option implied volatility measures have significant predictive power for future stock returns. Since these implied volatility measures may contain different information content, we use three different methods to integrate volatility measures into index. We find that our simple combined strategy using weekly volatility measures performs best and it can significantly enhance profitability.