marginally significantp = 0.04
marginally non-significantp = 0.052
However follow up bootstrap p values (based on 500 iterations) showed that the two cluster solution was marginally significant ( p = 0.04) whereas the three cluster solution was marginally non-significant ( p = 0.052) with the latter therefore a better fit to the data.