A novel glucose dehydrogenase, which is an enzyme that has high substrate specificity, can be produced at a low cost, is not affected by oxygen dissolved in a measurement sample and, in particular, has superior thermal stability is obtained by culturing a microorganism belonging to the genus Burkhorderia and having glucose dehydrogenase producing ability in a medium and collecting glucose dehydrogenase from the medium and/or cells of the microorganism.