Longitudinal microdata on house migration patterns I am looking for a database that has longitudinal microdata for housing migration patterns.

Optimistically, the data would look something like:

In 2006, Person #2341 made $X, was Y years old, and lived in a Z year old house. In 2007, Person #2341 moved houses.

This way, I can see if we can use microdata to predict if a person is going to move within a year using his information currently via a logit regression.

The ACS database almost works, but it is ex post facto; it tells you the person moved a year ago (so I would be using a persons current information to predict if he moved LAST year; not what I want). I want to know if the person will move the following year, and theres no way to do this using ACS since it doesnt track the same person year to year.
The US Panel Survey of Income Dynamics (PSID) has this  data,  at least if pre-tax income will do. 


  We use the 1999-2009 Panel Survey of Income Dynamics to estimate household move probabilities as a function of, among other things, current housing equity. The lock-in effect supposes that mobility decreases with equity, particularly as equity becomes negative. We find that while owners do move less than renters, the move probability increases as homeowners become underwater. The propensity to move out of state in particular increases dramatically for sand state homeowners who have negative equity. There is no lock in effect from negative equity.


Mobility and Mortgages: Evidence from the PSID (Colson and Greece (2013))

The NLSY may also have this data.