I believe your right that a wider tire will have lower rolling resistance than a skinny tire at the same pressure. Though, people normally run a wider tire at a lower pressure for a less jarring ride.

Why do people use skinny tires? They weigh less and in some cases due to frame clearance.

Personally, I run 25mm tires and 28mm on my older steel bikes.