A model has been developed for hot tack behavior in ethylene methacryl
ic acid and ethylene acrylic acid copolymers based on statistical regr
ession of data. This model shows trends and provides insights on the f
actors that influence hot tack strength. A correlation of eight indepe
ndent variables with hot tack strength showed that the two factors wit
h the greatest impact on hot tack strength are seal temperature and ac
id content of the film. The melt indices, melt point temperatures, and
synthesis temperatures of the film resin had insignificant correlatio
ns with hot tack. No significant difference in hot tack strength was f
ound between acrylic and methacrylic acid copolymers. This model provi
des a better understanding of an important phenomenon in packaging app
lications, and it can be used to approximate hot tack behavior in acid
copolymers when certain variables are specified.