Yes. The best method in existence for dealing is described in a very inexpensive paperback book.
Amazon.com: Intimate Connections (9780451148452): David D. Burns: Books Ultimately, rejection is always going to be a possibility. If you can't face rejection, you won't be able to date. For a guy, dating without rejection is like saying "I want to ride a horse, but I want you to promise me I'll never be thrown." It just doesn't work that way. What you find is that you can survive being told "no."
She is definitely putting out signs that she is interested. The money thing is an excuse. My first date with my girlfriend was a hike in a state park. Cost-2 diet cokes. You're avoiding things.
The books teaches cognitive therapy techniques for overcoming fear of rejection. (I have no financial involvement with the author or the seller.) I'm a cognitive therapist, and I use it all the time with clients. Get the book and let me know if you have any questions.