Changing client requirements 19
Seasonality demand 20
Personnel 63
Internal sources 29
Dependence on management 60
Dependence on product 14
Research and development 41
Intellectual property rights 31
Product defects 19
Liability 46
Accounts receivable 16
Information systems 13
and controls
Limited flexibility 16
cost structure
Debt covenants 11
Excessive debt 12
Management of growth 41
Acquisitions, alliances, 69
and joint-ventures
Other sources 5
Millennium 43
Euro 20
Loss and probability of loss 3
History of losses and expectation 11
to continue to incur losses
Dilution due to future sale of shares 22
Variance 3
Volatility of share price 20
Variability of operating results 16
Lack of information 5
Limited operating history 11
Accuracy of forward- 10
looking statements
Absence of prior public market 51
Lack of control 5
Takeover defenses 15
Influence of large shareholder 45
Cronbach's coefficient alpha
Eigenvalue
% total variance
Component
Loadings
on Dimension
Risk Factor 1 2 3
Macro environmental sources
Economic
General economic conditions -- -- .74
Currency, interest, and -- -- .40
price fluctuations
Political -- -- --
Social and environmental -- -- --
Regulation and legislation .58 -- --
Technological change .56 -- --
Industry sources
Competition .57 -- --
Potential entrants .56 -- --
Substitutes .53 -- --
Suppliers -- -- .49
Strategic partners .60 -- --
Customers
Market acceptance .59 -- --
Dependence on clients -- -- --
Changing client requirements -- -- .45
Seasonality demand -- -- --
Personnel -- .51 --
Internal sources
Dependence on management -- -- --
Dependence on product -- -- --
Research and development .56 -- --
Intellectual property rights .53 -- --
Product defects -- -- --
Liability -- .50 --
Accounts receivable -- -- --
Information systems -- -- --
and controls
Limited flexibility -- -- --
cost structure
Debt covenants .55 -- --
Excessive debt .53 -- --
Management of growth -- .66 --
Acquisitions, alliances, -- -- --
and joint-ventures
Other sources
Millennium -- -- --
Euro -- -- --
Loss and probability of loss
History of losses and expectation .69 --
to continue to incur losses
Dilution due to future sale of shares .72 -- --
Variance
Volatility of share price .76 -- --
Variability of operating results -- -- .54
Lack of information
Limited operating history .52 -- --
Accuracy of forward- .55 -- --
looking statements
Absence of prior public market -- .63 --
Lack of control
Takeover defenses .40 -- --
Influence of large shareholder -- -- --
Cronbach's coefficient alpha .91 .85 .82
Eigenvalue 11.82 6.04 5.37
% total variance 24.62 12.59 11.19
Note: Shown are risk factors that were reported by at least 10% of
the firms in the sample. Component loadings are shown when
exceeding .40.
Table 2. Descriptive Statistics of All Variables
Median
or %
Variable Sample N M (a)
Measure of risk
disclosures
RDS 1 all prospectuses 90 .00 -.41
RDS 1 initial public offerings 49 .23 -.30
RDS 1 seasoned offerings 31 -.18 -.69
RDS 1 high-risk industry 35 .43 -.06
RDS 1 low-risk industry 55 -.29 -.49
Ex-post measures
of equity risk
TRR (+6) all prospectuses 90 .14 .12
TRR (+12) all prospectuses 89 .15 .14
TRR (+18) all prospectuses 86 .15 .13
TRR (+24) all prospectuses 84 .15 .14
TRR (+30) all prospectuses 80 .14 .13
BETA (+30) all prospectuses 80 .86 .74
TRR (+6) seasoned offerings 31 .12 .11
TRR (+12) seasoned offerings 31 .14 .10
TRR (+18) seasoned offerings 31 .13 .12
TRR (+24) seasoned offerings 31 .13 .11
TRR (+30) seasoned offerings 31 .12 .11
TRR (-18) seasoned offerings 31 .12 .09
BETA (+30) seasoned offerings 31 .86 .71
BETA (-30) seasoned offerings 31 .75 .63
Measures of severe
declines in
stock price
FAIL1(+30) all prospectuses 80 10%
FAIL5(+30) all prospectuses 80 25%
FAIL75(+30) all prospectuses 80 20%
FAIL50(+30) all prospectuses 80 43%
Control variables
SIZE all prospectuses 90 5.61 5.34
IND all prospectuses 90 39%
IPO all prospectuses 90 54%
SIZE seasoned offerings 31 6.45 6.49
IND seasoned offerings 31 21%
Variable SD Min. Max.
Measure of risk
disclosures
RDS 1 1.00 -1.03 2.99
RDS 1 1.04 -.95 2.99
RDS 1 .98 -.96 2.64
RDS 1 1.15 -.81 2.75
RDS 1 .78 -1.03 2.99
Ex-post measures
of equity risk
TRR (+6) .08 .02 .49
TRR (+12) .09 .05 .46
TRR (+18) .08 .05 .41
TRR (+24) .08 .05 .39
TRR (+30) .06 .05 .37
BETA (+30) .51 .01 1.99
TRR (+6) .06 .04 .31
TRR (+12) .09 .05 .46
TRR (+18) .07 .05 .35
TRR (+24) .06 .06 .32
TRR (+30) .06 .05 .30
TRR (-18) .08 .05 .31
BETA (+30) .50 .20 1.95
BETA (-30) .47 .01 1.81
Measures of severe
declines in
stock price
FAIL1(+30)
FAIL5(+30)
FAIL75(+30)
FAIL50(+30)
Control variables
SIZE 1.62 2.90 9.80
IND
IPO
SIZE 1.64 3.51 9.80
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