Note that list II gives the actions taken on the device and list I corresponds to the results so, look at list II first.
The second option is that base width is reduced, this will decrease recombination in base, thus IC will increase, this will increase α
As per option 3 in List II
If emitter doping concentration to base doping concentration is reduced, then emitter injection efficiency is reduced, this decreases α.