Which ground surface has the highest resistance, so it protects a worker best?

Correct answer: Asphalt

Asphalt is oil-based, so it resists current far more than most dirt or rock. Concrete holds water and salts, so it conducts fairly well.

Source: Troubleshooting Motors and Controls (Dickson-Self), 1.1: Safety