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APPENDIX
We utilize an earnings manipulation detection model employed by Beneish (1999a).
M
j
=
β
’X
i
+
ε
i
where M is a dichotomous variable with1 representing manipulating firms, 0 otherwise;
X is a matrix of explanatory variables described below
ε
i
is the residual term.
The variables along with their Compustat item numbers are shown in the table below.
Variable Calculation
[Compustat
item
number]
Days’ Sales in
Receivable Index
Receivables
t
[2]/Sales
t
[12]
Receivables
t-1
/Sales
t-1
Gross Margin Index
Sales
t-1
[12]-Cost of Goods Sold
t-1
[41]/Sales
t-1
[12]
Sales
t
[12]-Cost of Goods Sold
t
[41]/Sales
t
[12]
Asset Quality Index
1-Current Assets
t
[4] + PP&E[8]/Total Assets
t
[6]
1-Current Assets
t-1
+ PP&E
t-1
/Total Assets
t-1
Sales Growth Index
Sales
t
[12]
Sales
t-1
Depreciation Index
Depreciation
t-1
[14-65]/Depreciation
t-1
+ PP&E
t-1
[8]
Depreciation
t
/(Depreciation
t
+ PP&E
t
)
Sales, General &
Administrative Expenses
Index
S,G & A Expense
t
[189]/Sales
t
[12]
S,G & A Expense
t-1
/Sales
t-1
Leverage Index
(LTD
t
[9] + Current Liabilities
t
[5])/Total Assets
t
[6]
(LTD
t-1
+ Current Liabilities
t-1
)/Total Assets
t-1
Total Accruals to Total
Assets
∆
Current Assets
t
[4]-
∆
Cash
t
[1] -
∆
Current Liabilities
t
[5]
-
∆
Current Maturities of LTD
t
[44]-
∆
Income Tax Payable
t
[71]
-Depreciation and Amortization
t
[14]
Total Assets [6]
These variables were obtained from Compustat for U.S. restaurant firms for the years 1980 through 2005.
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