In the official GNU make document(http://www.gnu.org/software/make/manual/make.html) Chapter 5.3.2, it says "The program used as the shell is taken from the variable SHELL. If this variable is not set in your makefile, the program /bin/sh is used as the shell. "
You can set SHELL to /bin/bash.