The consensus seems to be "No it doesn't, but it is faster and can download data quicker thus causing high usage). I switched from a Moto G to a Galaxy Active S4. With my Moto G I went through >1gb a month however within three days of having the Galaxy S4 I've already used.14 gb and I'm POSITIVE I did not increase the amount of pages I loaded.
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Does 4G LTE use more data than 3G? - 1