Encourage favourite dog (7)
I believe the answer is:
whippet
'dog' is the definition.
(whippet is a kind of dog)
'encourage favourite' is the wordplay.
'encourage' becomes 'whip' (I am not sure about this - if you are sure you should give a lot more credence to this answer).
'favourite' becomes 'pet' (synonyms).
'whip'+'pet'='WHIPPET'
Can you help me to learn more?
(Other definitions for whippet that I've seen before include "Small greyhound-type dog" , "dog class?" , "Dog related to 9 down" , "Dog similar to a greyhound" , "Racing-dog" .)