Market participation skewed towards calls

For most of the non liquid to partial liquid stocks (non liquid in terms of options traded), I have observed investors’ preference towards trading call options for individual stocks instead of puts. Difference in volume traded between puts and calls is surprising. Is it because investors are using covered calls strategy? What could explain such selected liquidity for one side? Can anyone help me understand?

Is it the same during bear markets or during crash?