> With the exception of the 2008 financial crisis, housing prices typically appreciate during times of recession, albeit more modestly. My guess is that this is primarily driven by falling mortgage rates

My guess is that it's a smaller market with less price sensitive buyers, based on who can afford to buy and who is therefore likely to sell during a recession (the late 00s recession being different because of the central role of the housing market collapse in that recession.)