The toxicities of a series of glycerol mono-, di-, and trialkyl ethers against Vibrio fischeri bacteria have been determined. A systematic study has been carried out and the possible structure-toxicity relationships have been discussed using different QSAR models. Inhibition of bioluminescence after 30 minutes of exposure shows relatively low toxicity for many of the glycerol derived chemicals studied. Results indicate, that, as a general rule, the ecotoxicity increases as the length and number of substituents do. However, if the size of the molecule increases, an extra substituent at position 2, makes the toxicity lower than that of the corresponding analogues.