That's one of the definitional issues that I hope your next study will cover.
If it leads to a further fraud, such as someone then sending out phishing e-mails and then that person can piggyback off your account, well, that's pretty close, but if you're not losing any particular money, it's not identity fraud, at least. But I still think it should be inside the identity theft umbrella.