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A study by Tucker, Matsumura, and Subramanyam (2003) that examines the relationship between going concern notes, downsizing, and firm exit. The authors argue that going concern notes can force extreme poor performing firms to downsize or exit by requiring adequate disclosure of business continuance uncertainties. The study uses a conditional probability model to estimate the average going concern note effect and finds that firms disclosing going concern problems are more likely to restructure assets, debt, borrowings, and labor force aggressively, leading to lower bankruptcy probabilities and debt reductions.
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August 2017
Abstract
This paper investigates the effect of accounting standard requiring financial
statement going concern notes on subsequent bankruptcy as well as the effects on
subsequent corporate downsizing. We examine that extreme poor performing firms are
more likely to disclose going concern uncertainties with a restructuring plan
announcement. But firms with more financial institutional ownership, more managerial
ownership hesitate to disclose uncertainties about business survival. The average going
concern note effect on subsequent bankruptcy is statistically and economically
significant. In particular, there are aggressive downsizing in assets, borrowings and
labor workforce for survival firms as results of proposed solutions to mitigate disclosed
adverse conditions and events. Our going concern note effects estimators are in
comparison with potential outcomes if the going concern note had not been disclosed.
We provide important evidence that newly adopted management going concern
disclosure requirement works as a means to enhance downsizing or exit of extreme poor
performing firms by informing market participants.
Keywords: going-concern note; accounting standards; downsizing; exit
After the sensational Enron and WorldCom bankruptcies, Raghunandan and
Subramanyam (2003) find that a model that uses both financial statement and market
information is an unambiguously superior predictor of bankruptcy than the going
concern opinion. However, the going concern opinion has incremental predictive ability
for bankruptcy beyond both financial statement and market-driven variables. Also,
auditors appear to underweight stock price information and overweight conventional
financial ratios and firm size when issuing going concern opinions. Recently, Carson,
Fargher, Geiger, Lennox, Raghunandan, and Willekens(2013) show that the percentage
of US public companies received a going concern opinion has risen and that there is a
high probability that a going concern audit report indeed leads to a survival problem.
Audit going concern reporting is known as its self-fulfilling prophecy effect. The
self-fulfilling prophecy effect is the adverse effects of the auditor’s public expression of
doubt about a client’s ability to remain a going concern itself on the company’s fate. This
leads auditors to issue fewer going-concern opinions. Regarding this issue, Kida's (1980)
survey suggests that a going concern opinion might bring a company to financial
distress. Tucker, Matsumura and Subramanyam (2003) argue that a firm can attempt
to avoid a going concern opinion for its potential self-fulfilling prophecy effect by
switching auditors when the auditor conveys the intention to issue a going-concern
opinion. In the regulatory context of Belgium, Vanstraelen (2003) examines the
self-fulfilling prophecy effect.
On the other hand, given quite a number of bankruptcies without prior warning
from either the management or the auditors, it is debated that more information is
needed from management to inform investors and creditors of pressing firm failure.
Conversely, it is argued that voluntary management MD&A disclosures provide
sufficient information in predicting a firm's ability to continue as a going concern.
Mayew, Sethuraman and Venkatachalam (2015) find that both management's opinion
about going concern reported in the MD&A and the linguistic tone of the MD&A
together provide significant explanatory power in predicting whether a firm will cease
as a going concern. Moreover, the predictive ability of MD&A disclosure is incremental
to financial ratios, market-based variables, and even the auditor's going concern opinion.
In contrast, only 27% had specific going concern disclosure in their MD&A prior to
bankruptcy in Canada where accounting standard mandates management going
concern disclosure (Ontario Securities Commission, 2010). In addition, Uang, Citron,
Sudarsanam and Taffler (2006) find that the mandatory management going concern
statements do not provide incrementally information for predicting bankruptcy.
Therefore, it remains controversial whether mandatory management going concern
opinion. Downsizing is also a significant feature of management going concern
disclosure. Importantly, we find that assets, debt and workforce shrink sharply as
results of proposed restructuring solutions to mitigate disclosed adverse conditions and
events about going concern uncertainties. This suggests that managers of firms
disclosing uncertainties about business survival recognize that they themselves must
downsize sharply; otherwise they have to exit.
This paper contributes to empirical literature on going concern disclosures as follows.
First, we provide important evidence on the efficiency of accounting standard requiring
management’s disclosure regarding going concern uncertainties. More importantly, the
mandatory management going concern disclosure requirement applied in Japan
provides a solution with the aim of forcing extreme poor performing firms to
restructure or to exit by informing market participants in due time, whereas impaired
banks and troubled firms have perverse incentives to avoid or to delay bankruptcy. In
an environment of excess capacity, extreme poor performing firms ought to downsize
or exit. Mandatory management going concern disclosure requirement works as a part
of market mechanisms by informing market participants in selecting firms. Also, we
find that a firm with more financial institutional ownership, with more management
ownership is less likely to disclose uncertainties about business survival. This suggests
incidence of perverse incentives of financial institutions and top management with more
stakes. Finally, we explore more appropriate methodologies to deal with the endogeneity
of going concern notes. Our estimators are robust in an environment with endogeneity
and omitted variables.
The paper is organized as follows. In Section 2, we review the introduction of going
concern disclosure in Japan. In Section 3, we describe our econometric methodologies.
Section 4 describes the data and empirical results. In Section 5, we conclude.
It was viewed as a striking aspect of the Japanese main bank system: it provided a
flexible and more effective private alternative to bankruptcy reorganization, for dealing
with financial distress and debt restructurings. Till the early the 1990s, bankruptcy
resolutions were rarely employed for large Japanese firms. Most financially distressed
large firms in Japan restructured troubled debt privately with main bank intervention,
rather than through formal bankruptcy.
Since the late 1990s, bankruptcy filings in Japan substantially increased and this is
quite similar to the bankruptcy wave in the 1980s US downturn of economy. Most of
bankruptcy filings of listed industrial firms are clustered in the years 1997–2002, as
uncertainties emerged as an important issue for revising accounting and auditing
standards in 1999. For details, Misawa (2005) analyzed the Japanese government's
positions and makes comments on the problems and issues indicated in the MOF
(Ministry of Finance) Memorandum entitled "Adoption of International Accounting
Standards in Japan".
The Accounting Standards Board of Japan enacted a requirement for both
management disclosure and audit opinions about going concern uncertainties since
March 1st 2003^2 .. After that, the top management of a list company has been required
to disclose its going concern status. And the auditors assess the top management’s
disclosure on going concern uncertainties. In 2002, the JICPA (Japanese Institute of
Certified Public Accountants) Audit Standard Committee Report 74 provides detailed
guidance regarding adverse conditions and events that may raise substantial doubt
about an entity’s ability to continue as a going concern. Management should disclose
going concern uncertainties in financial statement notes with proposed solutions if
adverse conditions and events exist and continue. Besides going concern note, related
information is also required to be adequately disclosed in the parts of “risks of business,
(^2) Without any audit standards on going concern uncertainties, auditors had to issue
special notes to express doubt about a client’s business continuance ability. Till 1999, the Japan Corporate Accounting Principles placed importance on the profit and loss calculation for a particular period, assuming that the particular period and the particular corporation was of on-going concern, as augured in Misawa (2005).
etc.” and “analysis of financial position, operating results, and cash flows" under the
"business condition" section in the Annual Securities Report if a firm is at the risk of
adverse conditions and events. This is also mandatory requirement in accordance with
the Security Exchange Law.
The Report 74 also provides specific going concern risk indications related to (1)
financial ratios, (2) financial difficulties, (3) operating activities, (4) others as follows.
First, the management should consider the risk of the validity of the going concern
assumption by examining warning signs from the financial statements, such as,
substantial decline in sales, consecutive operating losses or consecutive negative
operating cash flow, substantial operating losses, ordinary losses or net losses,
substantial negative operating cash flow, total liability exceeding assets. Regarding
financial difficulties, management should assess going concern risk if it is difficult to
repay operating debt, to meet covenants of loans, to pay off corporate bonds, to raise
new money, to sell major asset as scheduled, or, to pay dividends. Also, a firm should
evaluate its ability to continue operations in cases of the termination of transactions or
withdrawing trade credits by the main suppliers, substantial losses of market share or
favorite customers, lapses of indispensable patents, losses of core personnel, damages,
losses, or, disposal of indispensable assets, or, substantial regulatory imposition on
as a means to force extreme poor performing firms to downsize or to exit. Along the line
of this, we investigate the effects of management going concern note on downsizing and
exit.
Now we turn to our econometric methodologies and hypotheses. Some firms issue
financial statement notes about going concern uncertainties and the rest do not issue
going concern notes. We would like to know the likelihoods of exit for firms with
financial statement going concern notes. However, it is not possible to observe what
would have happened to firms that disclosed going concern uncertainties if had they not
disclosed them. Moreover, management going concern uncertainty disclosures are
endogenously determined. In this paper, we employ methodologies which estimators are
robust in an environment with endogeneity and omitted variables as follows.
Treatment-effects estimation
It would be ideal for us to observe the bankruptcy probability when a firm issues a
going concern financial statement note (which we denote as P gcn), and the bankruptcy
probability conditional on no going concern financial statement note (which we denote
as P clean). We could then average the difference between P gcn and P clean across all the
sample firms to obtain a measure of the average impact of going concern notes.
Unfortunately, it is impossible to observe a specific firm having a going concern note and
having a clean note. Also, it is impossible to observe the firm’s bankruptcy probability
under both circumstances.
We employ the treatment-effect estimators to estimate the efficacy of going concern
notes using observational data. Consider firm 𝑖 which has a clean note so that we
observe outcome y clean,i. What would y gcn,i be for the same firm if it issues a note on going
concern uncertainties? We call y gcn,i the potential outcome or counterfactual for that firm
with a clean report. For firm j with a going concern note, we observe y gcn,j , so y clean,j would
be the counterfactual outcome. Treatment-effect methods can account for this
missing-data problem.
We estimate three parameters. The potential-bankruptcy means (POmeans) are the
means of y gcn and y clean. The average going concern note effect (ATE) is the mean of the
difference (y gcn - y clean ). Finally, the average conditional effect on bankruptcy of a going
concern note (ATET) is the mean of the difference (y gcn - y clean ) among the firms that
actually report a going concern note.
y gcn or y clean is the observed outcome variable, t (1 for a going concern note, 0 for a clean
to either x or z. p(z, t, γ) denotes the conditional probability model for the probability
that a firm has a going concern note conditional on covariates z. The functional form is
the normal cumulative distribution function Φ(zγ).
The three parameters of interest are
(1) the potential-bankruptcy mean (POmean) 𝛼 0 = 𝐸(𝑦 0 )
(2) the average going concern note affect (ATE) τ = 𝐸(𝑦 1 − 𝑦 0 ) ; and
(3) the average going concern note effect conditional on going concern note (ATET)
δ = 𝐸(𝑦𝑡|𝑡 = 1).
The potential bankruptcy estimators and the average going concern note effect
estimators use normalized inverse probability weights. The unnormalized weights for
firm i and going concern disclosure t are 𝑑𝑖(𝑡) = 𝑡𝑖(𝑡)/𝑝(𝑧𝑖, 𝑡, 𝛾̂), and the normalized
weights are 𝑑̅𝑖 (𝑡) = 𝑁𝑡𝑑𝑖(𝑡)/ ∑ 𝑁𝑖 𝑑𝑖(𝑡). Here, 𝑁𝑡 is the number of observations in going
concern disclosure t, and 𝑡𝑖(𝑡) = 1 𝑖𝑓 𝑡𝑖 (𝑡) = 𝑡; 𝑡𝑖(𝑡) = 0 𝑖𝑓 𝑡𝑖 (𝑡) ≠ 𝑡.
The unnormalized conditional inverse probability weights are 𝑓𝑖 = 𝑝(𝑧𝑖, 𝑡̃, 𝛾̂)/𝑝(𝑧𝑖, 𝑡, 𝛾̂)
, and the normalized conditional inverse probability weights are 𝑓̅𝑖 = 𝑁𝑓𝑑𝑖/ ∑ 𝑁𝑖 𝑓𝑖. The
normalized conditional inverse probability weights are used to estimate the average
going concern note effect conditional on disclosing going concern uncertainties.
The downsizing functional forms conditionally on going concern disclosures are.
where 𝛽 0 and 𝛽 1 are coefficients to be estimated, 𝜖 0 and 𝜖 1 are error terms that are
not related to x or z. This potential-outcome model separates each potential outcome
into a predictable component, 𝑥′𝛽𝑡, and an unobservable error term, 𝜖𝑡. We let μ(x, t, 𝛽𝑡)
denote a conditional-mean downsizing E(y|x, t) conditional on covariates x and going
concern disclosure t.
We implement inverse probability weighted regression-adjustment (IPWRA)
estimators for the effects of going concern notes on exit and downsizing as described
above. The IPWRA estimators are known as “Wooldridge’s double-robust” estimators
(Wooldridge, 2007, 2010). Our estimators are robust in an environment with
endogeneity and omitted variables.
Hypotheses: downsizing effects of going concern notes
According to mandatory management going concern disclosure requirement in Japan,
the top manage should also work out a restructuring plan to mitigate adverse events
and conditions that may influence the likelihood of business survival in addition to
going concern note. This means that the management disclosing going concern problems
management was not necessarily wrong to disclose doubt about its ability to continue as
going concern. Such subsequent viability is an outcome of successful downsizing and
debt restructurings rather than a wrong management going concern disclosure. The
point is that whether management going concern disclosures not only provide early
warnings but also inform investors by working out solutions for going concern problems.
In this paper, we examine subsequent corporate restructuring activities as well as
subsequent viability status of firms following going concern notes. We develop our
hypotheses as follows.
If a firm is facing with extreme poor performance such as substantial decline in sales,
consecutive operating losses or consecutive negative operating cash flow, total liability
exceeding assets, the management has to disclose going concern issues in accordance
with the Report 74 as mentioned above. Otherwise, the management would risk civil
liability and criminal responsibility for inappropriate disclosures according to the
Security Exchange Law. Our first hypothesis is on the relationship between firm
performance and going concern disclosures.
H1: Extreme poor performing firms are more likely to disclose going concern
uncertainties in financial statement notes.
Facing costs of civil liability and criminal responsibility, the management still has
incentives not to or delay to disclose its ability to continue as going concern. Going
concern problems also mean that assets in place are of exposure to high risks but low
return. Therefore, the asset substitution agency problem (Jensen and Meckling,1976) is
much more severe for firms with going concern uncertainties. The management may
choose to risk creditors’ interests if managerial ownership level is high. For perverse
incentives, banks may exercise control over management to delay going concern
disclosures. Our second hypothesis is on effects of managerial ownership and financial
institutional ownership on decisions to disclose going concern issues as follows.
H 2 : Firms with high managerial ownership and high financial institutional
ownership are less likely to disclose doubts about going concern.
In the literature of corporate finance^3 , extreme poor performance implies needs to
downsize, to restructure debt or to exit. To regain viability, the firm fist needs to
downsize and restructure debt. Also, it is possible that the firm is forced to exit
regardless of downsizing efforts. For going concern note firms, it is required for the
(^3) As mentioned above, extreme poor performing firms are more likely to file for
bankruptcy. Empirical studies on bankruptcy resolution and private debt restructurings all show that downsizing and debt restructurings in distressed firms to regain viability. For details, see Gilson ( 1989 , 1990), Gilson et al. (1990), Weiss (1990), Franks and Torous(1994) and Xu(1997).