One interesting "housing issue" that is identified as affecting the City of Harrisonburg was identified in the 2000 analysis, and re-confirmed in the 2005 analysis:
"The loss of new construction of higher price new homes to sites in Rockingham County, while the City continues to attract only more modest single family detached and attached homes."
I had never considered that this might be occuring --- that most higher price new homes were being built in Rockingham County instead of in the City of Harrisonburg --- but it makes sense, because undeveloped land is generally quite scarce in the City of Harrisonburg.
To confirm (or reject) this conclusion, let's take a look at the homes that have sold each year since 2000, that were built within 3 years of when they were sold (thus, new-ish homes)....
First, here's the break down of where all of these homes sold....
You'll note that the majority of the new-ish homes that were sold (and thus purchased) where in Harrisonburg, as opposed to in Rockingham County with a Harrisonburg address.
Now, let's look at "large" new-ish homes, those with 2500+ square feet....
Here we do indeed find the phenomenon that the report described --- almost all of the large (and thus expensive) homes were built just outside Harrisonburg, and not within the City limits.
Of note --- the City of Harrisonburg identifies this phenomenon as an "issue" because....
"An objective for the City is to help support development of higher priced/higher rent housing to provide a better mix of housing types and income levels in the City."