While qualitative analysis can be considered empirical, it's not something often seen when money is concerned and the stakes are high. Most often you will see papers relying on qualitative methods in the "soft sciences" such as social science. Not to mention "verbal theorizing".. this is the kind of stuff that gets laughed out of real conversations.