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Yes, you will make your speedometer read slower than you are actually going, example, Speedo says 65, actually going 70. Larger tires will also throw off your odometer.
285x75x16 tires are a common upgrade. You can bring your truck into a dealer and they can recalabrate your speedo in about 15 minutes. You'll need to know the revs per mile if the new tire.