It then follows that the base-bias voltage would need to be about 0.601 volts plus about 0.7 volts (internal base-emitter volt-drop). So, around 1.301 volts on the base will ensure that there is approximately 6 volts DC at the collector.
Knowing this allows you to calculate the base-bias resistor values. Here's a simulation that showswhere I've tweaked R4 to show what I mean: -
In this example I used a BC547 BJT and the base voltage to ground is 1.269 volts (implying that the base-emitter volt-drop is 0.669 volts). So, it's easy to follow and you should nearly always get predictable results but you'll never get exact results from a single BJT amplifier.
IsBut I'm struggling to understand the exact circumstance where this would be needed. Is it a change in supply voltage, or change in transistor beta?
It's both and, it's also temperature and, it's also circuit repeatability. Here's a side by side comparison: -