Money How will the Philidelphia oil refinery fire affect gas prices? June 21, 2019 Dalvin Brown, USA TODAY Comments Off on How will the Philidelphia oil refinery fire affect gas prices? Patrick DeHaan of GasBuddy says wholesale gas prices are already up 6 to 8 cents, which suggests retail prices may start rising in the next few days.