Question: The knob of the kitchen drawer wouldn't stay tightened, so he went to buy a new screw where?

Choices: 
- control panel
- television
- opening mailbox
- supermarket
- hardware store

The rationale to choose "hardware store" as the answer is that: 

hardware stores sell screws