Table 1

Main empirical evidence from ordered probit and logit models

VariableExpectationModel 1Model 2
ProbitLogitProbitLogit
Negativityit2α2 < 0  −0.600***−1.187***
Negativityitα1 > 00.490***0.912***1.067***2.033***
ETRit −0.084**−0.159**−0.081**−0.157**
ROICit1 −0.405***−0.688***−0.430***−0.749***
ADAit2 −0.233***−0.462***−0.179***−0.324***
QRit 0.292***0.489***0.294***0.493***
ICRit −0.115**−0.186*−0.090*−0.144
CRit2 −0.157**−0.249**−0.172***−0.273**
NMit1 −0.062−0.127−0.092*−0.157*

Note(s): All models are estimated using ordered probit and logit methods. Standard errors are clustered at firm level

Negativityit is strongly positive and significant in all models, confirming that higher investors’ negativity increases distress probability

Negativityit2 is significantly negative, supporting the hypothesis of diminishing marginal impact of extreme negativity

Source(s): Estimated by authors

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