{"pre_text": ["republic services , inc .", "notes to consolidated financial statements 2014 ( continued ) credit exposure , we continually monitor the credit worthiness of the financial institutions where we have deposits .", "concentrations of credit risk with respect to trade accounts receivable are limited due to the wide variety of customers and markets in which we provide services , as well as the dispersion of our operations across many geographic areas .", "we provide services to small-container commercial , large-container industrial , municipal and residential customers in the united states and puerto rico .", "we perform ongoing credit evaluations of our customers , but generally do not require collateral to support customer receivables .", "we establish an allowance for doubtful accounts based on various factors including the credit risk of specific customers , age of receivables outstanding , historical trends , economic conditions and other information .", "accounts receivable , net accounts receivable represent receivables from customers for collection , transfer , recycling , disposal , energy services and other services .", "our receivables are recorded when billed or when the related revenue is earned , if earlier , and represent claims against third parties that will be settled in cash .", "the carrying value of our receivables , net of the allowance for doubtful accounts and customer credits , represents their estimated net realizable value .", "provisions for doubtful accounts are evaluated on a monthly basis and are recorded based on our historical collection experience , the age of the receivables , specific customer information and economic conditions .", "we also review outstanding balances on an account-specific basis .", "in general , reserves are provided for accounts receivable in excess of 90 days outstanding .", "past due receivable balances are written-off when our collection efforts have been unsuccessful in collecting amounts due .", "the following table reflects the activity in our allowance for doubtful accounts for the years ended december 31: ."], "post_text": ["restricted cash and marketable securities as of december 31 , 2015 , we had $ 100.3 million of restricted cash and marketable securities .", "we obtain funds through the issuance of tax-exempt bonds for the purpose of financing qualifying expenditures at our landfills , transfer stations , collection and recycling centers .", "the funds are deposited directly into trust accounts by the bonding authorities at the time of issuance .", "as the use of these funds is contractually restricted , and we do not have the ability to use these funds for general operating purposes , they are classified as restricted cash and marketable securities in our consolidated balance sheets .", "in the normal course of business , we may be required to provide financial assurance to governmental agencies and a variety of other entities in connection with municipal residential collection contracts , closure or post- closure of landfills , environmental remediation , environmental permits , and business licenses and permits as a financial guarantee of our performance .", "at several of our landfills , we satisfy financial assurance requirements by depositing cash into restricted trust funds or escrow accounts .", "property and equipment we record property and equipment at cost .", "expenditures for major additions and improvements to facilities are capitalized , while maintenance and repairs are charged to expense as incurred .", "when property is retired or otherwise disposed , the related cost and accumulated depreciation are removed from the accounts and any resulting gain or loss is reflected in the consolidated statements of income. ."], "table": [["", "2015", "2014", "2013"], ["balance at beginning of year", "$ 38.9", "$ 38.3", "$ 45.3"], ["additions charged to expense", "22.7", "22.6", "16.1"], ["accounts written-off", "-14.9 ( 14.9 )", "-22.0 ( 22.0 )", "-23.1 ( 23.1 )"], ["balance at end of year", "$ 46.7", "$ 38.9", "$ 38.3"]], "table_ori": [["", "2015", "2014", "2013"], ["Balance at beginning of year", "$38.9", "$38.3", "$45.3"], ["Additions charged to expense", "22.7", "22.6", "16.1"], ["Accounts written-off", "(14.9)", "(22.0)", "(23.1)"], ["Balance at end of year", "$46.7", "$38.9", "$38.3"]]}

Question: in 2015 what was the the percentage change in the account balance
Evidence:
table_1: the balance at beginning of year of 2015 is $ 38.9 ; the balance at beginning of year of 2014 is $ 38.3 ; the balance at beginning of year of 2013 is $ 45.3 ;
table_4: the balance at end of year of 2015 is $ 46.7 ; the balance at end of year of 2014 is $ 38.9 ; the balance at end of year of 2013 is $ 38.3 ;
Program: subtract(46.7, 38.9), subtract(#0, 38.9)
Answer:
str_answer: 20.1%
exe_answer: -31.1