Three new series of avermectin derivatives were synthesized and bioassayed.
All the compounds showed potent lethal activities against three insect species.
Some of compounds exhibited higher lethal activity than avermectin.
The preliminary SAR correlations were formulated.
The built QSAR model provide insight to develop potential avermectin derivatives.