The chromite catalyst and high heat will probably cause the hydroxyacetone to undergo an aldol condensations, condensing it into goo. This goo will
probably trap further hydroxyacetone due to polarity and viscosity. The hydroxyacetone may not be formed quickly enough to escape the reaction by its
own vapor before it refluxes back into the pot and is destroyed, hence the nitrogen sparging to carry it. Without the sparging, there could be little
to no yield. However, the authors may have simply been trying to test the mechanistic efficiency and therefore designed the experiment so that the
products were removed as quickly as possible for quantitative analysis. It could still have a decent yield without the sparging - it's hard to say
without trying it. As for the nitrogen, I can't see why ordinary dry air could not be used, other than that it might induce a few competing oxidation
reactions. It could also just be that the authors didn't want to introduce further variables. Glycerol is cheap; try it and let us know!
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