Bell made the remarks before question time on Tuesday, which the opposition used for a second day to attack the government on behalf of small businesses following the Australian Taxation Office's decision to ban credit card payments for tax bills.
The ATO decision this month came after the Reserve Bank earlier this year banned credit card surcharges from being passed on to consumers. Treasurer Jim Chalmers has since negotiated a delay in the ban, and Albanese said on Tuesday the government will consult the business community over the issue.
Labor MPs had otherwise celebrated the Reserve Bank's decision as a cost-of-living measure. The change has led some businesses to pass costs onto consumers by raising prices, and others to stop accepting credit cards altogether.
Shadow treasurer Tim Wilson proposed new laws on Tuesday that would force the tax office to reinstate credit card payments. Speaking in support of the bill, Bell said: "Shame on this Labor government."