Use a shotgun with good range or a fusion rifle to kill them before they get in the required range to use it, the only time I don't like the shoulder charge is when noobs first unlock it they go crazy like it's the greatest gift that's been given to them, and use it as if it were their primary in crucible.
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Problem is you don't always have special ammo, but a Titan can just sprint and charge pretty much any time.