According to this study with non-existent piracy economy is worse off:

A moderate level of piracy can have a positive impact on the bottom line for both manufacturer and retailer
Because piracy can affect pricing power of manufacturer and retailer, it injects "shadow" competition into a monopolistic market.

Source