How to improve sound quality and decrease file size?

…decrease file size…

Use mono rather than stereo if possible.
Reduce sample-rate to 16kHz for telephone conversation (maybe even lower).
Reduce mp3 bit-rate to the lowest you can tolerate, (this will degrade the audio quality).

[a similar question (&answer) here … recording with audacity. controling file size ]