The obvious answer is "Yes". A $3,000 carbon fiber bike will definitely motivate me to go ride it. I have a newish fancy carbon fiber bike in the house and an old steel Bianchi in the house, guess which one got 3,000 miles last year and which one got 0 miles.
Of course, finding friends to ride with is even better motivation.