Bathroom scales are very sensitive to the positioning of the weight, despite overly optimistic devaition which is often indiacted on the scale. Depending on your method (1, 2,4 scales) you may be outside the region where the scale is accurate or has a linear reponse. When using multiple scales the absolute uncertainty of each reading adds to the total uncertainty, so your measurement can be off by several kg's.