Pdt. Huibers et al., PREDICTION OF CRITICAL MICELLE CONCENTRATION USING A QUANTITATIVE STRUCTURE-PROPERTY RELATIONSHIP APPROACH .2. ANIONIC SURFACTANTS, Journal of colloid and interface science, 187(1), 1997, pp. 113-120
Relationships between the molecular structure and the critical micelle
concentration (cmc) of anionic surfactants were investigated using a
quantitative structure-property relationship approach. Measured cmc va
lues for 119 anionic structures, representing sodium alkyl sulfates an
d sodium sulfonates with a wide variety of hydrophobic and hydrophilic
structures, were considered. The best multiple linear regression mode
l involved three terms (descriptors) and had a correlation coefficient
of R(2) = 0.940. Very good correlations (R(2) = 0.988) were obtained
using three descriptors for a subset of 68 structures, with structural
variation only in the hydrophobic domain. From the descriptors used i
n these regressions, one can conclude that the cmc is primarily depend
ent on the size (volume or surface area) of the hydrophobic domain and
to a lesser extent on the structural complexity of the surfactant mol
ecule. (C) 1997 Academic Press.