Why are red pennies worth more?

Could you please elaborate on why red pennies are considered to be more valuable than regular pennies? Is there a specific historical significance or rarity factor that contributes to their higher worth? Are they sought after by collectors due to their unique appearance, or is there another reason behind their increased desirability and market value?