Thank you.
Now, this is embarrassing, since posting I have reviewed the most recent data set and it seems that the non-significant variable includes a couple NAs when that was not the case in earlier versions. As a consequence, it appears that I was misled by AIC. At this stage I was simply screening.
I will however follow-up with your suggested readings.
Right now my factors are only 2 levels each.
