Can I use toothpicks instead of dowels to repair a piece of furniture?

I have a project going on, and while I am fixing some pulled out screw holes with toothpicks and wood glue I was wondering, why not use toothpicks with glue and trim them to size instead of purchasing a whole pack of dowels when I just need two of them...?
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