You talk about nanostructures, so I assume we discuss quantum well (QW) structures. If your QWs vary in thickness or material composition, you will measure broader spectra due to the local variations you average with your laser spot. Depending on the material system you use, this can be superimposed by shifts from structural defects or different strain situations. If you have doped material, changes in dopant concentration will also broaden your spectra.