I live in Southland and have never observed this plant shedding leaves here or Otago where I also spend some time. Most situations I've seen it are coastal, although there is one site I've been visiting each winter for the last 7 years with a healthy Tupeia and I've never seen it behave as a deciduous plant (although pronounced leaf drop in spring as new leaves come in is something I have seen).