The observation that would best support the idea that increased competition causes changes in a species is:
A population of deer show an increase in antler size over time, which allows them to obtain more mates during mating season.
This observation indicates that the increased competition for mates drives the evolution of larger antlers, demonstrating how natural selection can lead to changes in a species due to competitive pressures.