This disclosure describes techniques that support delivering electrical stimulation via an electrode on a housing of an implantable medical device (IMD) while substantially simultaneously delivering electrical stimulation via one or more electrodes, having the same polarity as the electrode on the housing, on one or more leads engaged to the IMD. The stimulation may be constant current-based or constant voltage-based stimulation in the form of pulses or continuous waveforms. Delivery of stimulation via both a housing anode and one or more lead anodes, for example, may allow a user to control current paths between the housing electrode and the lead electrode(s) in a relative manner to achieve different electric or stimulation field shapes.