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APPENDIX A
LIST
OF VARIABLE DEFINITIONS
BIG4_5
An indicator variable equaling one when the firm’s auditor is
either one of the big four or five auditors, and zero
otherwise.
CAPEX
The natural logarithm of capital
expenditures scaled by
lagged total assets, where capital expenditures are obtained
from the cash flow statement.
CAP_STRUCTURE
The ratio of long-term debt to the sum of long-term debt and
the market value of equity.
CASH
Cash level measured as cash and
cash equivalents scaled by
lagged total assets.
CFO
Cash flow from operating activities scaled by lagged total
assets.
CFO_SALE
The ratio of cash flow from operating activities to net sales.
CLOSELY_HELD
The percentage of closely-held shares for a firm as reported
by WorldScope.
D
An indicator variable equaling one if
RET
is
negative, and
zero otherwise.
DIV
An indicator variable equaling one if the firm paid a
dividend, and zero otherwise.
EARN
Earnings per share before extraordinary items scaled by
stock price at the fiscal year-end of last year.
FCF
Free-cash flow measured as cash flow from operating
activities scaled by lagged total
assets minus predicted
capital expenditures.
FV_HS
An indicator variable equaling one for firms that switched
from fair-value accounting (
FV
) under domestic GAAP to
historical cost accounting with strict impairment rules (
HS
)
under
IFRS
, and zero otherwise.
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HIGH
An indicator variable equaling one for firms that are in the
highest quartile of
CLOSELY_HELD
, and zero otherwise.
IFRS
An indicator variable equaling one for firms
adopting
International Financial Reporting Standards (
IFRS
) after
January 1, 2005, and zero otherwise.
IFRS
equals one if
WorldScope reports code 23 in the field of accounting
standards followed.
LOSS
An indicator variable equaling one if the firm’s net income
before extraordinary items
is negative, and zero otherwise.
LOW
An indicator variable equaling one for firms that are in the
lowest quartile of
CLOSELY_HELD
, and zero otherwise.
MTB
The ratio of market value of total assets to book value of
total assets.
OPERATING_CYCLE
The natural logarithm of:
(receivables/net sales + inventory/cost of goods sold) * 360
OVER_INV
The average of two ranked values
based on terciles of free-
cash flows (
FCF
) and cash levels (
CASH
).
PPE
The gross value of property, plant and equipment scaled by
lagged total assets.
RET
12-month compound return ending three months after the
fiscal year-end.
SALES_GROWTH
The percentage change in
net sales as reported by
WorldScope.
SIZE
The natural logarithm of end of year market value of equity.
TANGIBILITY
The ratio of the gross value of property, plant and equipment
to total assets.
Z_SCORE
A measure of bankruptcy risk (distress) computed as
follows:
3.3(income before taxes) + net sales + 0.25(retained
earnings) + 0.5((current assets – current liabilities)/(total
assets))
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