Complex sentence: The bases provide, directly or indirectly, 21% of all employment in the area, although in 2010 the closure of RAF Kinloss had a significant effect on these numbers.
Split into simpler sentences: The bases provide, directly or indirectly, 21% of all employment in the area. Although in 2010 the closure of RAF Kinloss had a massive impact on these numbers.