Investor skepticism and creative accounting: the case of a French SME listed on alternext.
Demerens, Frederic ; Pare, Jean-Louis ; Redis, Jean 等
I. INTRODUCTION
At a time when the accountancy environment has become much more
complex because of the introduction of International Financial and
Reporting Standards (IFRS) and accountancy rules are becoming
increasingly flexible, financial manipulations designed to concoct more
positive financial statements are frequently observed among listed
companies. According to the 2005 "Global Economic Survey"
produced by Price Waterhouse Coopers, the number of firms reporting
fraud is increasing rapidly, and the number of restatements of financial
statements increased to 1,195 cases in 2005 (8.5% of U.S. publicly
traded companies). Thus, investors must be vigilant of potential
accounting manipulations that could threaten their investments. Similar
to any other watchdog, investors must be skeptical. In this paper, we
will apply a revised definition of a skeptical investor by using the
financial statements of a public firm. The skeptical investor, unlike
the auditor, will not be able to demand confirmations. The investor
arrives at his or her judgment only by analyzing the public information
that is disclosed by the firm. Our research question investigates
whether skepticism can lead an investor to have presumptive doubts about
a firm's financial statements and to make drastic financial
restatements.
We adapt the concept of auditors' professional skepticism, as
defined by regulators and academics, to the investor. Using the
determinants presented by Nelson (2009), we focus on knowledge. We apply
a skeptical approach regarding financial statements to a real company
that has not yet been charged for financial statement fraud. This
"live case" addresses a French services company that is listed
on Alternext and has financial statements that seem, from a skeptical
point of view, to have been manipulated. Using the available knowledge
of financial shenanigans and accounting manipulations, accounting and
auditing standards, the company's business model and its financial
impact, we conduct a deeper analysis of the economic, legal and
financial information that has been disclosed by the company over
several years.
We find that skepticism based mainly on knowledge determinants
leads to presumptive doubts and drastic financial restatements.
Erroneous recognition of income, transfers of current expenses to future
periods, overvalued assets and undervalued liabilities are the main
"potential" accounting manipulations identified for the
company. These operations considerably modify corporate financial
indicators.
The contributions of the paper are twofold. First, our paper
presents an original application of investor skepticism to a real
"live case", which reveals ex-ante presumptive doubt about
potential accounting manipulations. Our original methodology allows us
to explain how the financial statements of this firm do not comply with
its real economic situation. We demonstrate that our methodology
contributes to the economic analysis of this firm and that our
restatements approach reality. Second, our research questions the
ability of legal "watchdogs" to detect manipulations and to
bark. No watchdog has suspected any fraud for this company or documented
any of our doubts.
The article is divided into four sections. In the first section, we
review the literature on creative accounting and investor skepticism. In
the second section, we provide our investor skepticism-based
methodology. In section III, we present the case of a French company and
our restatements of its key financial indicators. Lastly, we discuss our
results and highlight the lack of skepticism among the investors of this
company.
II. LITERATURE REVIEW ON CREATIVE ACCOUNTING AND INVESTOR
SKEPTICISM
A. Creative Accounting: Definitions and Motivations
1. How to define accounting manipulations
The literature frequently makes a distinction between manipulations
that conform to legal rules and standards and manipulations that do not.
Accounting manipulations that fall within the regulatory system and do
not break the laws are usually referred to as "creative
accounting". Jones (2011) defines creative accounting as
"using the flexibility in accounting within the regulatory
framework to manage the measurement and presentation of the accounts so
that they give primacy to the interests of the preparers and not the
users'. Creative accounting becomes ambiguous if it modifies the
true and fair view that is delivered to account users and changes their
decisions.
Copeland (1968) defines manipulations as the possibility of
increasing or decreasing the net income. This definition implicitly
recognizes that the notion of manipulation includes maximization,
minimization, the smoothing of results and financial fraud.
Manipulations, however, are not limited to profit and loss accounts
(Barnea et al., 1975; Barnea et al., 1976; Ronen and Sadan, 1975); they
are also featured on balance sheets and cash flow statements (Black et
al., 1998). Stolowy and Breton (2003) use the term "accounting data
management" to describe the various forms of accounting
manipulations, which they define as "the exploitation of the
discretion left to managers in terms of the choice of methods of
accounting and of the structuring of transactions, with a view toward
generating a modification of the risk of wealth transfer associated with
the enterprise, such that risk is perceived in practice by the
market".
Therefore, we will define accounting manipulations as the causes of
creative accounting and misstatements of financial statements that may
"mislead some stakeholders" or "influence contractual
outcomes".
2. Why is accounting manipulation committed?
According to the academic literature, various motivations drive
managers to become perpetrators of financial statement fraud.
* Managers' personal motivations
Numerous motivations have been analyzed in the academic literature.
Personal reasons for managers to commit financial manipulations and the
consequences of their actions are often highlighted (Merchant and
Rockness, 1994). The main personal motivations stem from a
manager's greed and fear.
Healy (1985) was among the first to suggest that a manager's
pay was a motivation; the researcher recalled that performance-related
bonuses were frequently used to reward the members of a management team.
Healy has shown that companies using performance-related bonuses apply
more changes in accounting practices than companies that do not.
McNichols and Wilson's (1988) study of policies concerning
high-risk debt provisions produced similar results. Guidry et al. (1999)
validated Healy's work for business unit managers.
Financial statement manipulations may considerably increase
performance-linked bonuses and the resulting remuneration (Watts and
Zimmerman, 1978; Healy, 1999; Lambert, 1984; Moses, 1987; Gaver et al.,
1995; Balsam, 1998). Holthausen et al. (1995) show that managers who
have attained the maximum bonus tend to use manipulations to reduce the
level of profits that they generate. Increasing performance through
accounting manipulations may make it possible to avoid negative
outcomes, such as job loss (fear factor) (Fudenberg and Tirole, 1995).
Manipulating financial reports is relatively safe because there is
low risk of financial, civil and criminal prosecution for managers,
especially in France.
* Respect for financial conditions
Following Watts and Zimmerman (1986), who believed that respect for
the financial conditions of a loan motivated creative accounting,
studies by Sweeney (1994) and DeFond and Jiambalvo (1994) demonstrate
the existence of a link between financial shenanigans and respect for
financial conditions. To procure funding under the most favorable conditions (rates, duration, covenants, guarantees), managers may be
tempted to manipulate accounts to present a more favorable financial
situation. Thus, a lower risk of bankruptcy can be used to guarantee
greater capital loans. One academic study in this area is the research
of Labelle (1990), who demonstrates that companies taking out obligatory
loans manipulate their accounts with the intent to respect covenants.
* IPO constraints
Friedlan (1994) demonstrates that companies improve their profit
figures immediately before being listed on the financial market. Cormier
and Magnan (1995) show that firms publishing forecasts prior to an
initial public savings offer more frequently employ a strategic approach
to managing results the year following their flotation on the stock
exchange. Teoh et al. (1998) compare the level of accruals in firms that
have completed an IPO with those of other companies. The researchers
show that there is a difference in the level of accruals between the two
groups but that the gap diminishes over time.
* Tax optimization
Reducing taxes is another major motivation for manipulating
accounts. In effect, managers may want to reduce taxes on profits by
declaring higher-than-normal costs (Scholes et al. 1992). Other studies
have verified the idea that accounts are manipulated for fiscal reasons.
Jennings et al. (1996) demonstrate that the method applied to valuing
stock makes it possible to reduce taxes, and Collins et al. (1998) show
that multinational companies minimize fiscal costs.
* Reducing financial costs and the cost of capital
Minimizing financial costs and the cost of capital is another key
motivational factor in financial manipulations. Similarly, the capital
costs (one's own capital and debts) can be reduced by applying a
policy designed to smooth results and thus present a reduced level of
risk (Stolowy and Breton, 2003). Dechow et al. (1996) showed that a
desire to obtain low financing costs was a primary motivation for
committing creative accounting by manipulating results and that
manipulating firms tended to declare relatively elevated capital costs.
In the same vein, Hribar and Jenkins (2004) analyze the effects of
restatements on the cost of capital. Using data on restatements from the
United States General Accounting Office (2002), they demonstrate that
accounting restatements lead to a decrease in the anticipated future
results and an increase in the cost of capital.
* Labor negotiations and governance structure
Companies also manipulate their accounts to reduce their profits
before entering negotiations concerning employee salaries or
negotiations with unions (Waterhouse et al., 1993; Liberty and
Zimmerman, 1986; D'Souza et al., 2000).
According to Moore (1973), manipulations differ depending on
whether the primary motivation is to maximize, minimize or smooth out
results. The weaknesses in the governance of the company represent an
opportunity to commit financial shenanigans. Smaili et al. (2009)
summarize the determinants of errors (leading to restatements) and
frauds (leading to enforcement procedures). Thus, two major groups of
determinants are defined according to the firm's financial
situation (incentive/pressure) and system of governance (opportunity).
Dechow et al. (1996) demonstrated that there is more creative accounting
in firms with a poor standard of governance, firms whose Boards of
Directors are dominated by insiders and firms in which the role of the
audit committee is relatively unimportant.
In the field of IPOs, Shawver and Shawver (2009) discovered
relations that were the inverse of those presented in previous research.
In effect, a greater number of shareholding managers (insiders) means
fewer financial manipulations. It would seem that shareholding managers
generally protect shareholders. Here, the expertise of board members in
the fields of accounting, auditing and finance is correlated with more
creative accounting: drawing up credible financial statements requires a
certain degree of specialized knowledge.
3. From ex-post to ex-ant detection of accounting manipulations?
Few cases of financial manipulation are detected by investors
before firms are forced to reveal them or before bankruptcy. In fact,
investors cannot be sufficiently protected if accounting professionals
do not exercise their professional skepticism to appraise the accounting
and financial practices of certain companies. The ex-ante detection of
manipulations is a complex exercise for anyone from outside of the
company. Two American authors, Mulford and Comiskey (2002), dedicate a
number of chapters from their book ("The Financial Numbers Game:
Detecting Creative Accounting Practices") to detection techniques.
The book is a reference work for forensic analysts in the United States.
These authors suggest the following series of clues for detecting
financial manipulations: a firm with dishonest management; inadequate
monitoring; frequent changes in auditors, legal advisors or financial
directors; regular changes in accounting principles or forecasts;
substantial differences between the CFFO and the bottom line or a large
disparity between the growth in sales, accounts receivables and
inventories; a substantial increase or decrease in the gross margin
(GP/sales); or the existence of commitments or contingencies. Many fraud
detection tools exist in the literature (Beneish, 1999; Chen and Leitch,
1999; Lee et al., 1999), but this type of model generally produces a
high proportion of false positives and is based on ex-post cases, not an
ex-ante methodology.
Nevertheless, auditors, outside directors and regulatory bodies,
such as the SEC or its French equivalent AMF (Autorite des Marches
Financiers), may play a primary role in the detection of financial
manipulations because they have access to inside information. Bankers,
financial analysts, journalists, and fund managers play a secondary role
in that their work is based on the postulate that a company's
accounting and financial information has been validated by an auditor
who considers it sincere and accurate. Lastly, the training and role of
auditors and financial analysts are fundamentally important in terms of
the ex-ante detection of financial manipulations.
B. Investor Skepticism: Toward an Extended Concept
Regulators usually consider the investor to be a main user of
financial statements. Our research question explores the relevance and
efficiency of the adaptation of auditors' professional skepticism
to investors if no watchdog barks. We focus on the knowledge aspect of
skepticism and a "live case" of a company manipulating its
financial reports.
The Statement on Auditing Standards No. 1 (Section 230, paragraphs
.07 through .09) defines professional skepticism as an attitude that
includes a questioning mind and a critical assessment of audit evidence.
The auditor uses the knowledge, skills, and abilities called for by the
profession of a public accountant to diligently gather and objectively
evaluate evidence in good faith and with integrity. The auditor should
conduct the engagement with a mindset that recognizes that a material
misstatement due to fraud could be present, regardless of any past
experience with the entity and the auditor's beliefs about the
management's honesty and integrity. Furthermore, professional
skepticism requires an ongoing questioning of whether the information
and evidence obtained suggests that a material misstatement due to
creative accounting has occurred. In exercising professional skepticism
in gathering and evaluating evidence, the auditor should not be
satisfied with less than persuasive evidence because of a belief that
the management is honest (AICPA, 1997).
Nelson (2009) proposes a well-documented review of the literature
on professional skepticism. The author stresses a point made by Bell et
al. (2005): we may see a shift from a "neutral" to a
"presumptive doubt" perspective on professional skepticism,
which will, in turn, increase the minimum levels of evidence necessary
to justify audit opinions. For Shaub (1996), skepticism and suspicion
(defined as the opposite of trust) are equivalent. McMillan and White
(1993) state that an auditor is skeptical if he or she is more sensitive
to evidence that reduces the risk of failing to detect errors in the
client's financial statements. Nelson (2009) defines a skeptic as
"one whose behavior indicates relatively more doubt about the
validity of some assertion".
In this paper, we apply this definition of a skeptical auditor to a
skeptical investor by using the financial statements of a public firm.
The skeptical investor will not be able to demand confirmations to the
firm management. The investor's judgment stems only from his or her
analysis of the public information disclosed by the firm. However, a
skeptical investor may be suspicious of every piece of information that
a firm issues. As a forensic auditor or analyst, he or she must verify
every data point produced by the firm and compare it with the data
generated by other providers.
Our research question investigates whether skepticism can lead an
investor to have presumptive doubts about the financial statements of a
listed firm and to make drastic financial restatements.
To define skepticism, we use the three determinants presented by
Nelson (2009). Nelson (2009) argues that the judgment process is
affected by knowledge, traits and incentives. Knowledge is defined as
the "knowledge of evidential patterns and error/non-error
frequencies to determine whether a given set of evidence suggests
heightened risk". Knowledge comes from education, as well as
individual and professional experience and training. Traits are
non-knowledge attributes that can affect skepticism. Nelson (2009)
divides the professional skepticism-related trait research into three
categories: problem-solving ability, ethics/moral reasoning, and
skepticism scales. Among the skepticism scales, knowledge is one of the
most important topics researched. Nelson (2009) identifies incentives at
the audit-company level and at the individual level. Incentives are
driven by the fear of losing reputation because of enforcements and
litigations. This loss of reputation threatens the future of the company
and the auditor's career.
In this paper, we assume that the investor has some skepticism
scales (traits) and some incentives to be skeptical. We assume that the
main incentive for the investor is the fear of losing his or her money
in companies with creative accounting. We focus on the knowledge needed
to develop investor skepticism. We propose that this knowledge is based
on four categories: (1) knowledge of financial shenanigans and related
red flags, (2) knowledge related to the analysis of financial
statements, (3) knowledge of the legal rules and accounting standards,
and (4) knowledge of the firm's and its competitors' business
models and knowledge of the performance of competitors in the same
industry.
III. AN ORIGINAL METHODOLOGY TO DETECT MANIPULATION
BASED ON KNOWLEDGE
This paper adopts a "live case" methodology. Simkins
(2001) defines a "live case" as a "case analysis that
involves a current problem or issue that a company is investigating. The
problem or issue has not been resolved, and the company is seeking input
from students to assist them in making a management decision. In other
words, everything is happening now". Kocher and Helmuth (2000) use
the term "real-time" case analysis to describe an approach
that is more similar to Simkins's live case.
Our methodology of studying and analyzing this live case is based
on many determinants of knowledge for investor skepticism: (1) a high
level of knowledge of financial shenanigans and red flags, (2) an
expertise on sectoral accounting principles and on comparable firms, and
(3) sufficient time to analyze all of the legal documents disclosed by
the firm. This methodology allows us to detect ex-ante financial
shenanigans.
A. Presentation of An Ongoing Manipulation: A French Listed SME
1. Presentation of the company
In this section, we present the case of a French SME listed on
Alternext. The Company provides service solutions to French SMEs.
The live case of the Company began in the year 20N (the year of its
IPO on the Marche Libre in France) and continues today in 20N+4, when
the Company issued a new obligation in the market. Set up on 20N-10, the
Company was listed directly on Euronext Paris's Marche Libre
without raising any capital on June 4, 20N. On July 30, 20N, the Company
was recognized by the OSEO as an innovative enterprise. On April 20N+3,
independent share subscription warrants were issued, and the Company was
listed on Euronext's Alternext exchange.
During this five-year period, financial statements and other
documents were disclosed by the Company and certified by their auditors.
The company drew up a Stock Purchase Warrant (BSA) prospectus that was
validated by the AMF (Autorite des Marches Financiers--the French market
regulator). In this live case, we studied different documents that were
disclosed by the Company over a five-year period and certified by the
auditors or the AMF. These documents included mainly the IPO prospectus,
legal accounting data and AMF Visas (e.g., transfer to Alternext,
capital increase and bonds issues).
We count more than 1000 pages of documents to study. We analyzed
all of the evolutions in the financial data and in the corporate
governance and submitted information to red flags. We tracked any
modification in the accounting principles. We always compare these
numbers with the business model presented by the Company at the time of
its IPO on the stock exchange "Le Marche Libre de Paris".
To this day, no manipulations or financial shenanigans concerning
the company have come to light. Therefore, we are not using the
company's name. Furthermore, information concerning the Company was
modified in ways explained below.
In this study, we only used public information that is available on
the website of the Company, on the Euronext Website and on the AMF
website. Similar to an investor, we operated in the position of an
outside financial statement user. We never had access to private
information from the Company.
We dissimulated the financial years in question by naming the year
in which the Company was introduced to the Marche Libre in 20N. We
modified the figures to maintain confidentiality concerning the name of
the Company. We defined a unit corresponding to a certain number of
euros, and all data are therefore expressed in units. Thus, the
proportionality among various items is preserved. We modified the
information concerning the Company's activities.
2. Company's business model and accounting methods
The Company offers to its customers a subscription lasting between
36 and 60 months that includes Equipment, Installation and Maintenance,
as well as a flat rate defined as a function of the needs of its users.
In addition to the subscription, the customers are billed for the
Company's services. Within the framework of its business
activities, the Company cedes contracts to leasing companies for all
services other than installation, maintenance and the billing of
services exceeding the original flat rate. The product of the service is
simultaneously recorded as the turnover on the day that the installation
report is signed and as the turnover associated with the cession of the
contract to the leasing company.
Thus, the Company immediately records 100% of the amount of the
contract concluded with the leasing company. The items constituting the
turnover are the installation, the process of making the equipment
available and the delivery service. According to the Company, the
turnover was calculated in conformity with the 2002-10 and 2004-06
French accounting rules. The turnover followed an agreement with the
leasing company to which the equipment was sold. After the agreement was
signed, equipment was installed on the premises of the service user, who
subscribed to a service contract including rental and maintenance.
Equipment maintenance and other services are spread out over the
duration of the user service contract.
According to the financial statements of the Company, the Company
presented the margins it achieved as financial costs to obtain a more
"economical transcription" of the cession of the contract to
the leasing firm. The leasing companies are only remunerated for
financial costs, which do not include management costs or guarantee
funds. In conformity with the service contract drawn up by the Company,
financial costs amount to approximately 20% of the rental service
contract drawn up between the leasing company and the client.
IV. CLUES, SUSPICIONS AND PRESUMPTIVE DOUBTS ABOUT MANIPULATIONS
A skeptical analysis of the Company's financial information
leads to the identification and listing of several presumptive doubts
linked to potential manipulations. A comparison with the Company's
competitors reinforces these doubts. Considering those doubts and based
on the competitors' accounting methods, we restate the financial
statements of the Company in a four-year period.
A. General Clues and Suspicions
The company's business model allows for various financial
manipulations (e.g., services, products spread out over different
financial years and R&D). Moreover, the chronological analysis of
the Company's performance before it was floated on the stock
exchange reveals a swift and clear improvement immediately before its
flotation. However, the cash position, which should have been strongly
positive according to the business plan, the IPO's prospectus and
the Company's performance, has always been negative. The
substantial receivables and differences in income raised doubts about
how the income was generated. Lastly, the publication of substantial a
posteriori corrections in the notes to the Company's financial
statements raised even more suspicion.
We identify various presumptive doubts that could be linked to
potential manipulations. These potential manipulations are mainly
concerned with revenue recognition (early revenue recognition, financial
income recognized as revenue), expense minimization (transfer of present
expenses to future periods), assets and liabilities valuation
(overvaluation of assets and undervaluation of liabilities) and
transactions with related parties. The results of this analytical
approach are presented in Table 1.
Our analysis of the potential risks on the Company's balance
sheet reveals the following points: (1) insufficient provisions for
31.5% of the shareholder equity; (2) risk associated with the merger
deficit to the value of 79.9% of the shareholder equity;
(3) risk on the research tax credit to the value of 93.7% of the
shareholder equity; and
(4) corporate tax risk accounting for 31.4% of shareholder equity.
In total, if all of these risks were to materialize, the
Company's shareholder equity would be substantially negative. The
capital injection of 16,000 units on September 200N+3 enabled the
Company to declare the shareholder equity to be valued at 700 units.
B. Many Changes to the Accounting Methods
The Company changed its accounting methods three times in four
financial years: the first time on June 30, 20N+1, the second time on
June 30, 20N+3 and the third time on December 31, 20N+4.
1. Change of methods in the financial year ending on June 30, 20N+1
At the end of the 20N/20N+1 financial year, the turnover amounted
to 53,200 units, which represents an increase of 20,640 units (or
153.40%) over the turnover as of June 30, 20N (31,660 units). The
percentage of turnover generated with the leasing companies during the
financial year ending on 30/06/20N+1 was 68%.
Furthermore, changing the accounting method to recognize income
introduced during the course of the financial year resulted in an
increase of 385 units. The income from funded contracts changed in the
following ways: 80% (instead of 60% in preceding financial years) was
directly expressed as income representing the cost of equipment and its
installation, and 20% (instead of 40% in preceding financial years) was
spread over the duration of the contract.
In total, the financial income accounted for 2 units as of June 30,
20N+1 and 247 units as of June 30, 20N. The financial costs accounted
for 7,768 units as of June 30, 20N+1 and 135 units as of June 30, 20N.
Therefore, the financial results produced a loss of 7,766 units as of
June 30, 20N+1 and a profit of 111 units as of June 30, 20N.
The losses can be explained by two factors: (i) the increase in the
number of clients and the greater use of leasing companies generating
assimilated costs and interests and (ii) the absence of financial income
deriving from investment, which was at the origin of the positive
financial result as of June 30, 20N.
2. Change of accounting method for the financial year 20N+2/20N+3
According to the last financial memorandum, the Company changed its
accounting methods, which had two impacts on the 20N+3/20N+4 accounts:
the published turnover figure is now the net of the costs associated
with the refinancing contracts, and the costs associated with the
deployment of clients are now smoothed out over the entire duration of
the contracts.
Therefore, the Company published a turnover figure that excludes
the financial costs due to leasers.
3. Change of accounting method for the financial year 20N+3/20N+4
According to the obligation issued on 20N+4, the Company again
decided to change its accounting methods, which had many impacts on its
accounts: (1) R&D expenses will be capitalized on the balance sheet,
and (2) turnover will be recognized according to the French GAAP. The
Company provides financial information in the notes on its financial
statements, which show that the methodology for restating historical
accounts is efficient. The Company explains that its 20N+2/N+3 turnover
is overstated by 35%. Our estimates of overestimation are approximately
40% (see the next several sections).
After many changes to its accounting methods, as of the last
period, the Company's financial statement complies with the
industry's accounting methods and standards. However, the Company
does not disclose its historical restated financial statements. Even
after three changes in its accounting methods, the Company has not
published its restated historical accounts for the years 20N-1/20N,
20N/20N+1, 20N+1/20N+2, 20N+2/N+3 or 20N+3/N+4, a fact that makes the
records difficult to
analyze. This lack of financial restatements is quite rare for a
listed firm that has changed its accounting principles each year and is
prejudicial to investors: four years after the IPO, investors still do
not have an economic vision of the Company in which they invested. The
fact that our restated turnover resembles the Company's new
accounting methods gives credit and proof to our research.
C. Knowledge of the Industry's Accounting Standards and
Practices
Revenue recognition under French GAAP and IFRS (IAS 18) is quite
similar. IAS 18 stipulates that if the outcome of a transaction
involving the rendering of services can be estimated reliably, the
revenue associated with the transaction shall be recognized by referring
to the stage of completion of the transaction at the end of the
reporting period. The outcome of a transaction can be estimated reliably
if all of the following conditions are satisfied: (1) the amount of
revenue can be measured reliably; (2) the economic benefits associated
with the transaction will most likely flow to the entity; (3) the stage
of completion of the transaction at the end of the reporting period can
be measured reliably; and (4) the costs incurred for the transaction and
the costs of completing the transaction can be measured reliably.
It seems clear that in the case of the SME studied here, the four
criteria were not met because turnover was entered some time before the
services were provided to the Company's clients. Moreover, the two
comparable companies listed on Alternext use a method for calculating
their turnover that conforms to IAS and US GAAP norms.
We investigated the accounting methods used by the two main
competitors of the Company: firm Alpha and firm Beta, both of which are
listed in Paris. Both firms comply with the revenue recognition rules
under IAS 18. Whereas competitors Alpha and Beta report revenue under
IAS 18, the Company does not comply with IAS 18. The company recognizes
revenue without referring to the stage of completion of the transaction
at the end of each reporting period. Therefore, to apply our
methodology, we will explain our proposed restatements.
D. Restated Financial Statements
1. Restatements to published accounts
After describing the financial shenanigans used by the Company, we
will now present our financial restatements and attempt to present a
different image of the Company's financial accounts in the
following paragraphs.
2. Revenue Restatement
With respect to the Company's revenue figure and according to
both international accounting standards and the industry
competitors' methods, we spread the revenue of the contracts funded
with the leasing company (actual revenue in Table 2) over a period of 4
years instead of recognizing the entire revenue at the date on which the
contracts were signed.
More precisely, we subtracted the contracts financed by the leasing
companies from the turnover figure until we reached a value of 130% of
the cost to purchase the equipment (i.e., a margin of 30% on the
equipment). We then spread the turnover of those contracts over a period
of 4 years (as the financed contracts last from 36 to 60 months). During
the financial year ending on June 30, 20N+3, the ratio of the equipment
purchased to the turnover of funded contracts was 5.6% or 2,530 units
out of 45,380 units. During the financial year ending on June 30, 20N+2,
the ratio of the equipment purchased to the turnover of funded contracts
was 7.2% or 2,072 units out of 28,805 units. Therefore, we isolated a
relationship between the equipment procurement and the turnover of
funded contracts (6.4%), to which we added a margin of 30% or a total of
8.3%. Restated according to this method, the turnover sequence should be
as follows in Table 3.
We then applied this method to the turnover of the three previous
financial years, which ended on June 30, 20N+1, June 30, 20N+2 and June
30, 20N+3 (in other words, after the change in the accounting method).
We obtained the following table, which expresses the restated turnover
in Table 4.
For the financial years of 20N-1/20N, 20N/20N+1, 20N+1/20N+2 and
20N+2/20N+3, our restatement shows that turnover is 15,010 units, 23,416
units, 36,284 units and 50,760 units, respectively, instead of the
figures declared by the Company (i.e., 20,640 units, 52,300 units,
78,485 units and 91,300 units, respectively). Thus, the disparities are
substantial and are close to 40% lower for the restated turnover than
for the reported turnover.
3. Restatement of financial costs
We think that the posting of the financial costs associated with
the leasing companies for turnover equates the approach used by Xerox
for the financial years from 1997 to 2000. It should be pointed out that
Xerox was asked by the SEC to restate all of its financial accounts over
a five-year period and to exclude the financial costs associated with
leasing companies from its turnover.
Therefore, we are applying this method to the Company and
subtracting the financial costs associated with the leasers from the
turnover figure. We are also simultaneously subtracting the financial
costs reported in the Company's financial statements. The
accounting method used by the Company has no impact on its net profit or
loss. Nevertheless, the turnover, EBITDA and operating results are
largely overestimated.
The overestimation of these balances has an important impact on the
image of the Company and on its valuation according to the stock
exchange comparables method (often involving multiples of turnover,
EBITDA and trading income). Below, we present a table outlining the
Company's turnover and operating results with only the financial
costs subtracted (see Table 5).
V. DISCUSSION AND RESULTS: A DIFFERENT FINANCIAL IMAGE OF THE FIRM
We present in this section the restated financial statements and
analyze the main differences between the restated statements and the
reported statements presented by the Company. Next, we show that the
last accounting principles used by the Company are consistent with our
estimates. Lastly, we discuss this live case with respect to the
academic literature on accounting fraud and investor watchdogs.
A. Huge Differences between the Restated Financial Statements and
the Financial Statements Presented by the Company
In this paragraph, we outline the financial statements presented by
the Company every year since it was introduced on the Marche Libre and
the financial statements of the Company restated in previous sections
(see Table 6).
It transpires from these modifications that, although the
Company's financial accounts suggest that it has been making
substantial profits since the financial year ending on 30/6/N+1, it has,
in fact, been making a net loss since the financial year ending on
30/6/N. The restated operating margin rates have all been clearly
negative since the financial year ending on 3/6/N. For example, the
Company's rate of operating margin for the financial year ending on
30/6/N+2 was 23.2%, whereas the restated operating margin rate was -66%
(see Table 7).
In total, over the last four financial years, the Company's
accumulated losses amounted to 72,614 units in our view. This figure
contrasts with the actual reported profit of 11,320 units.
B. A Company Close to Bankruptcy
However, the Company's net cash flow is most impacted by this
disparity. While the IPO document presented to the investors in 20N
claimed that the Company's business model is a "cash
generator", our analysis of the accounts presented by the COMPANY
since the financial year ending on 30/6/N+1 shows that it has been
accumulating an increasing amount of financial debt every year. The
total net financial debt on the balance sheet as of 31/12/N+3 is 14,169
units.
Our estimate of the Company's net cash position is consistent
with the total that appears on the balance sheet as of 31/12/N+3. As a
matter of fact, by calculating a theoretical net annual cash position as
the difference between the cash received (80% of funded sales) and the
operating costs, excluding contributions, investments and the research
tax credit, we obtain an accumulated total of 15,095 units as of
30/6/N+3.
This analysis reveals that the Company "burned" the cash
inflows from its customers over a period of four years and was forced to
take on financial debts to balance its books.
To conclude this analysis, there is a large disparity between the
financial statements issued by the Company and the figures restated by
us. On the one hand, the Company has declared substantial annual profits
for the last two financial years, but on the other hand, it has reported
heavy losses every year. Moreover, it is now easy to understand why the
Company declares net financial debts instead of a substantially positive
net cash position, which was expected given the economic model of the
Company and the presentation to investors during the IPO of June 20N.
The economic and financial image of the Company seems to have been
considerably improved by the financial practices (or manipulations) used
to prepare its financial statements. Changes to the accounting methods
used by the Company validate our restatement hypothesis and reinforce
our presumptive doubts.
C. No Clear Manifestations of Investor Skepticism through the
Market: A Declining Share Price and An Under-subscription during the
Last Bonds Issue
Since the IPO in 20N and until the third quarter of 20N+4, the
Company's share price ranged from 4 [euro] to 7 [euro]. At the time
of the first capital increase in 20N+3, the share price was at its high
and reached more than 8 [euro] per share. The market capitalization began to strongly decline during the fourth quarter of 20N+4. Since the
fourth quarter of 20N+4, many press articles have described the Company
as being in financial difficulty. The Company did not pay its salaries
or its rentals in many of its subsidiaries in France for the second and
third quarters. In January 20N+5, after a long silence, the Company
disclosed information indicating it was closing many subsidiaries in
France because of operational problems. In mid-March 20N+5, the
Company's share price was below 1 [euro]!
The full capital increase was subscribed by a professional investor
in September 20N+4 who manifested no investor skepticism. The first time
an investor seemed to have suspicions was during the bond issues in
March 20N+5. The Company wanted to obtain approximately 5 m[euro] in
bonds to finance its regional development in France, but investors had
only 1.4 m[euro] at that time.
VI. CONCLUSION
The management of accounting data leading to the publication of
improved financial statements, whether manipulations or fraud, is more
easily dissimulated in an environment that is characterized by rapid
change. The strong growth of a developing startup company, the
increasingly complex nature of dematerialized and high-tech products,
and the destabilization provoked by the economic crisis (1) are all
factors facilitating the management of accounting data in companies,
regardless of their size. Beyond the moral and financial prejudices
engendered by such practices, it represents a major risk for investors,
especially if watchdogs remain silent. By misleading users of financial
statements, financial shenanigans make markets less efficient and render
the task of effectively allocating financial resources more onerous. All
investors profit from knowledge of the intricate details of creative
accountancy. The ex-post revelation of accounting frauds and
manipulations weakens the positions of both companies and investors.
Ex-ante detection would benefit various stakeholders and would probably
ensure that illegal practices occur less often.
Thus, a detailed understanding of the business plan and an
attentive reading of the financial statements and their notes may make
it possible to at least adopt an approach characterized by reasonable
doubt and skepticism, if not one that uncovers questionable practices.
The company we analyzed provides a good illustration of the various
stages of the approach to be applied and of the effects of managing
accounting data. The firm's business plan and the various pieces of
information supplied in the appendices lead us to think that the
financial statements may have been manipulated. These manipulations are
fairly traditional. Essentially, they are based on a false recognition
of income linked to transfers of costs to future periods and on the
presentation of overvalued assets and undervalued liabilities.
The efficiency of accounting professionals is based on three
sources: research, training and practice. For some years now, a number
of researchers have been focusing on various accounting manipulations
and frauds. Efforts have been made to elaborate a typology of practices
and to analyze the way in which such practices are implemented. All of
this work has been performed on ex-post cases. In our view, research can
help to develop a more efficient approach to detecting accounting data
management techniques ex ante. Researchers should concentrate more on
elaborating ex-ante detection models. Certain countries, such as the US,
have introduced courses on detecting and investigating fraud and
creative accountancy. These courses have led to diplomas such as the
Certified Fraud Examiner (CFE) and a Certification in Financial
Forensics. More wide-ranging training on the subject is needed upstream
of professional activity to warn future managers, investors and
financial analysts of the risks involved. Accounting and financial
information is becoming increasingly central to contractual relations in
the economic world (investments in the stock exchange, mergers and
acquisitions, shareholder agreements, assessments and valuations,
financing and guarantees, insurance, and management under mandate).
Consequently, practitioners (managers, auditors, accountants, analysts,
lawyers, and regulatory bodies) are increasingly faced with the task of
managing accounting data and their direct and indirect effects.
Confronted with more rigorous legislation and greater risks of
manipulation, practitioners are timidly beginning to discuss their
respective experiences in associations and to utilize ex-ante detection
techniques (e.g., training courses, procedures, and sanctions). Such
activities are sorely needed if financial statements are to retain their
validity. Skepticism must be enhanced and ingrained more deeply via
training to allow watchdogs to bark and assume greater protection of the
investor.
REFERENCES
ACFE, 2009, Occupational Fraud: A Study of the Impact of an
Economic Recession. Association of Certified Fraud Examiners.
AICPA, 1997, Statement on Auditing Standards (SAS) No. 1 Section
230: Due Professional Care in the Performance of Work.
Balsam, S., 1998, "Discretionary Accounting Choices and CEO Compensation," Contemporary Accounting Research 15:229-252.
Barnea, A., J. Ronen, and S. Sadan., 1975, "The Implementation
of Accounting Objectives: An Application to Extraordinary Items,"
Accounting Review 50 (1):58.
Barnea, A., J. Ronen, and S. Sadan., 1976, "Classificatory
Smoothing of Income with Extraordinary Items," Accounting Review 51
10.
Bell, T.B., M.E. Peecher, and I. Solomon, 2005, "The 21st
Century Public Company Audit--Conceptual Elements of KPMG's Global
Audit Methodology," New York KPMG LLP.
Beneish, M. D. 1999, "The Detection of Earnings
Manipulation," Financial Analysts Journal 55:24.
Black, E.L., K.F. Sellers, and T.S. Manly, 1998, "Earnings
Management Using Asset Sales: An International Study of Countries
Allowing Noncurrent Asset Revaluation," Journal of Business Finance
& Accounting 25 (9/10):1287-1317.
Chen, Y., and R.A. Leitch, 1999, "An Analysis of the Relative
Power Characteristics of Analytical Procedures," Auditing 18:35.
Collins, J., D. Kemsley, and M. Lang, 1998,
"Cross-Jurisdictional Income Shifting and Earnings Valuation,"
Journal of Accounting Research 36 (2):209-229.
Copeland, R.M., 1968, "Income Smoothing," Journal of
Accounting Research 6 (3):101-116.
Cormier, D., and M. Magnan, 1995, "Le cas des Firmes Publiant
des Previsions Lors d'un Premier Appel Public a l'epargne
(French)," Comptabilite-Controle-Audit 1:45-61.
D'Souza, J., J. Jacob, and K. Ramesh, 2000, "The Use of
Accounting Flexibility to Reduce Labor Renegotiation Costs and Manage
Earnings," Journal of Accounting & Economics 30:187-20800.
Dechow, P.M., R.G. Sloan, and A.P. Sweeney, 1996, "Causes and
Consequences of Earnings Manipulation: An Analysis of Firms Subject to
Enforcement Actions by the SEC," Contemporary Accounting Research
13:1-36.
DeFond, M.L., and J. Jiambalvo, 1994, "Debt Covenant Violation
and Manipulation of Accruals," Journal of Accounting &
Economics 17:145-176.
Friedlan, J.M., 1994, "Accounting Choices of Issuers of
Initial Public Offerings," Contemporary A ccounting Research
11:1-31.
Fudenberg, D., and J. Tirole, 1995, "A Theory of Income and
Dividend Smoothing Based on Incumbency Rents," Journal of Political
Economy 103:75.
Gaver, J.J., K.M. Gaver, and J.R. Austin, 1995, "Additional
Evidence on Bonus Plans and Income Management," Journal of
Accounting and Economics 19:3-28.
Guidry, F., A.J. Leone, and S. Rock, 1999, "Earnings-based
Bonus Plans and Earnings Management by Business-unit Managers,"
Journal of Accounting & Economics 26:113-142.
Healy, P.M., 1985, "The Effect of Bonus Schemes on Accounting
Decisions," Journal of Accounting and Economics 7 (1/2/3):85-107.
Healy, P.M., 1999, "Discussion of Earnings-based Bonus Plans
and Earnings Management by Business Unit Managers," Journal of
Accounting & Economics 26:143-147.
Holthausen, R.W., D.F. Larcker, and R.G. Sloan, 1995, "Annual
Bonus Schemes and the Manipulation of Earnings," Journal of
Accounting & Economics 19:29-74.
Hribar, P., and N. Jenkins, 2004, "The Effect of Accounting
Restatements on Earnings Revisions and the Estimated Cost of
Capital," Review of Accounting Studies 9:337-356.
Jennings, R., P.J. Simko, and I.I.R.B. Thompson, 1996, "Does
LIFO Inventory Accounting Improve the Income Statement at the Expense of
the Balance Sheet?" Journal of Accounting Research 34 (1):85-109.
Jones, M., 2011, "Introduction--Setting the Scene," In
Creative Accounting, Fraud and International Scandals, edited by M.
Jones: John Wiley and Sons Ltd, 3-19.
Kocher, C.S., and J.A. Helmuth, 2000, "Real-Time Finance
Cases," Journal of Financial Education (Fall):54-59.
Labelle, R., 1990, "Clauses Restrictives et Modifications
Comptables: une etude Canadienne," Contemporary Accounting Research
6:699-723.
Lambert, R.A., 1984, "Income Smoothing as Rational Equilibrium
Behavior," Accounting Review 59:604.
Lee, T.A., R.W. Ingram, and T.P. Howard, 1999, "The Difference
between Earnings and Operating Cash Flow as an Indicator of Financial
Reporting Fraud," Contemporary Accounting Research 16:749-786.
Liberty, S.E., and J.L. Zimmerman, 1986, "Labor Union Contract
Negotiations and Accounting Choices," Accounting Review 61:692.
McMillan, J.J., and R.A. White, 1993, "Auditors' Belief
Revisions and Evidence Search: The Effect of Hypothesis Frame,
Confirmation Bias, and Professional Skepticism," Accounting Review
68:443-465.
McNichols, M., and G.P. Wilson, 1988, "Evidence of Earnings
Management from the Provision for Bad Debts," Journal of Accounting
Research 26 (3):1-31.
Merchant, K.A., and J. Rockness, 1994, "The Ethics of Managing
Earnings: An Empirical Investigation," Journal of Accounting and
Public Policy 13:79-94.
Moore, M.L., 1973, "Management Changes and Discretionary
Accounting Decisions," Journal of Accounting Research 11
(1):100-107.
Moses, O.D., 1987, "Income Smoothing and Incentives: Empirical
Tests Using Accounting Changes," Accounting Review 62:358.
Mulford, C.W., and E.E. Comiskey, 2002, The Financial Numbers Game:
Detecting Creative Accounting Practices. Wiley.
Nelson, M.W., 2009, "A Model and Literature Review of
Professional Skepticism in Auditing," Auditing 28 (2):1-34.
Ronen, J., and S. Sadan, 1975, "Classificatory Smoothing:
Alternative Income Models," Journal of Accounting Research 13
(1):133-149.
Scholes, M.S., G.P. Wilson, and M.A. Wolfson, 1992,
"Firms' Responses to Anticipated Reductions in Tax Rates: The
Tax Reform Act of 1986," Journal of Accounting Research 30
(3):161-185.
Shaub, M.K., 1996, "Trust and Suspicion: The Effects of
Situational and Dispositional Factors on Auditors' Trust of
Clients," Behavioral Research in Accounting 8:154-174.
Shawver, T.A., and T.J. Shawver, 2009, "Predicting Management
Fraud in IPO Companies," Management Accounting Quarterly 11
(1):22-26.
Simkins, B.J., 2001, "An Innovative Approach to Teaching
Finance: Using Live Cases in the Case Course," SSRN eLibrary.
Smaili, N., R. Labelle, and H. Stolowy, 2009, "La publication
d'une information financiere non conforme a la loi et aux normes:
determinants et consequences (French)," Comptabilite-Controle-Audit
15:159-198.
Stolowy, H., and G. Breton, 2003, "La gestion des donnees
comptables: une revue de la litterature (French),"
Comptabilite-Controle-Audit 9:125-151.
Sweeney, A.P., 1994, "Debt-covenant violations and
managers' accounting responses, " Journal of Accounting and
Economics 17:281-308.
Teoh, S.H., I. Welch, and T.J. Wong, 1998, "Earnings
Management and the Long-Run Market Performance of Initial Public
Offerings," Journal of Finance 53:1935-1974.
Waterhouse, J., M. Gibbins, and A.J. Richardson, 1993,
"Strategic Financial Disclosure: Evidence from Labor
Negotiations," Contemporary Accounting Research 9:526-550.
Watts, R.L., and J.L. Zimmerman, 1978, "Towards a Positive
Theory of the Determination of Accounting Standards," Accounting
Review 53 (1):112.
Watts, R.L., and J.L. Zimmerman, 1986, Positive Accounting Theory:
Prentice-Hall.
ENDNOTE
(1.) In this regard, see the ACFE report, Occupational Fraud: A
Study of the Impact of an Economic Recession, published in 2009. The
report forecasted that the economic recession would lead to a 35%
increase in fraudulent financial statements in 2010 (ACFE, 2009).
Frederic Demerens (a), Jean-Louis Pare (b), Jean Redis (c)
(a) Professor, Novancia (CCIP), Paris, France,
[email protected]
(b) CFA, Professor of finance, Novancia (CCIP), Paris, France
Director, CFVG, Hanoi, Vietnam
[email protected]
(c) Professor in finance and entrepreneurship at ESIEE Management,
University Paris East, Paris, France
[email protected]
Table 1
The presumptive doubts
Problem
identified Observations
Early revenue The Company records all turnover as soon
recognition as the leasing company pays without
accounting for the fact that the lease
period lasts from 3 to 5 years. The
Company immediately reports 100% of the
value of the contract agreed upon with
the leasing company.
Erroneous revenue To obtain a more economical
transcription of the cession of the
contract to the leasing firm, the
Company presents this margin as
financial costs. The part of the
contract corresponding to financial
costs due to the leasing companies is
included in the turnover.
Operating costs 1. KKK invoiced the Company for
generated with preparation and restructuring work
related parties concerning the acquisition of the firm
AT in 20N. The invoice amounted to 340
units. Mr. SSS, Chairman of the
Company's Board of Directors, is also
the guarantor of KKK.
2. Since June 30, 20N+2, the date on
which the Company's annual accounts were
signed off, the following relationships
became current. The Company rented
offices owned by DDD, whose principal
shareholder is Mr. WWW, one of the
Company's Administrators, to AAA. The
Company rents offices to BBB, a firm
owned by Mr. FFF, one of the Company's
Administrators.
Overvaluation of The Company purchased all of the shares
assets: in AT for 3,240 units. The acquisition
transactions with price was fixed at 3,240 units, with an
related parties obligation to hold a general assembly to
raise capital equal to 3,240 units
(including the issue premium) to be paid
to the seller. On January 17, 20N+1, the
Company's Board of Directors authorized
the acquisition of 160 shares in GGG
Ltd, which has belonged to Mr. SSS's
company since its inception.
Overvaluation of The Company recorded a merger deficit of
assets: 8,962 units on 31/12/200N+2 during the
transactions with merger with AT. This sum was equal to
related parties 79.9% of the Company's shareholder
equity.
Overvaluation of The cash position should be reduced by
assets the total of the daily debt cessions
(or by 4,404 units).
Undervaluation of The Company's accounts from January 1,
liabilities 20N3 to December 31, 20N-1 were subject
to inspection by the tax office. A
transaction was concluded between the
tax office and the Company. The total
adjustment (VAT, corporate tax, tax on
Company vehicles, interest and late
payment fees) amounted to 2,310 units.
Undervaluation of The Company is dealing with a large
liabilities number of disputes (concerning both
former employees and other companies).
These disputes involve a total of 6,815
units. Liabilities are likely to be
underestimated by approximately 5,840
Units or 52% of the shareholder equity.
Transfer of present Without waiting for the tax office's
expenses to future decision concerning the special
periods agreement requested, the Company
recorded losses of 32,671 units. Thus,
the Company was able to reduce its
corporate tax.
Risk factors Post-IPO period.
No outside independent director. No
respect for French code of governance.
Change of auditor in 20N+2.
Change in policy concerning the
calculation of turnover during the
course of the financial years 20N-1/20N,
20N+2/20N+3 and 20N+3/20N+4.
Sources: COMPANY'S legal documents and AMF documents
Table 2
Revenue (as disclosed by the company)
Year End N N+1 N+2 N+3
Turnover 20,640 52,300 78,485 91,300
Including leased sales 7,110 29,192 46,671 73,400
Including non-leased sales 0 2,271 4,128 4,400
% of leased sales out of total 93% 92% 93%
sales
Including leasing companies 0 7,536 14,274 0
% of leasing companies out of 24% 28%
total sales
Including other turnover 13,530 13,294 13,372 13,500
% of other turnover on turnover 25% 17%
Sources: Company's legal documents and authors
Table 3
Sequence of restated turnover
1st 2nd 3rd 4th 5th Total
year year year year year
Equipment 8.3% 8.3%
Services 12.5% 25% 25% 25% 4.1%
Total 20.8% 25% 25% 25% 4.1% 100%
Sources: Company's legal documents and authors
Table 4
Presentation of turnover restated by the authors
Year End N N+1 N+2 N+3
Turnover of leased sales over
4 years
30/6/N 1,479 1,778 1,778 1,778
30/6/N+1 0 6,072 7,298 7,298
30/6/N+2 0 0 9,707 11,668
30/6/N+3 0 0 0 12,115
Turnover of non-leased sales 0 2,271 4,128 4,400
Other turnover 13,530 13,294 13,372 13,500
Total turnover restated 15,010 23,416 36,284 50,760
Sources: Company's legal documents and authors
Table 5
Presentation of operating margin restated by the authors
Year End N N+1 N+2 N+3
Turnover (as disclosed by the 20,640 52,300 78,485 91,300
COMPANY)
Including leasers 0 7,536 14,274 0
Turnover without leasing 20,640 44,764 64,211 91,300
companies
Operating results -7,270 10,455 18,265 12,700
Restated operating results -7,270 2,919 3,991 12,700
(without leasing companies)
Operating margin -35% 20% 23% 14%
Restated operating margin -35% 7% 6% 14%
(without leasing companies)
Sources: COMPANY's legal documents and authors
Table 6
Financial indicators reported by the company and restated by the
authors
Year End N N+1 N+2 N+3
Financial statements reported
by the Company
Turnover 20,640 52,300 78,485 91,300
EBITDA -5,105 12,460 21,750 17,700
Operating profit -7,270 10,455 18,265 12,700
Financial result 110 -7,765 -14,790
Pre-tax profit -7,160 2,690 3,475 11,650
Net Income -4,640 4,265 5,395 6,300
Financial statements restated
by the authors
Restated turnover 15,010 23,416 36,284 53,911
Operating costs 27,910 41,845 60,220 78,600
Restated operating profit -12,900 -18,429 -23,936 -24,689
Financial result 0 0 0 0
Corporate tax 0 0 0 0
Research Tax Credit 0 1,750 2,340 3,250
Restated net income -12,900 -16,679 -21,596 -21,439
Sources: COMPANY's legal documents and authors
Table 7
Reported margins vs. restated margins (by the authors)
Year End N N+1 N+2 N+3
Reported operating -35.2% 20.0% 23.3% 13.9%
margin
Restated operating -85.9% -78.7% -66.0% -45.8%
margin
Reported net margin -22.5% 8.2% 6.9% 6.9%
Restated net margin -85.9% -71.2% -59.5% -39.8%
Sources: Company's legal documents and authors
Table 8
Analysis of net cash position reported by the company and
authors' estimates
Year End N N+1 N+2 N+3
Cash income 20,640 39,748 59,649 69,388
Operating costs exc. 25,745 39,840 56,735 73,600
amortization & depreciation
Investment 3,455 4,750 2,460 5,275
Research Tax Credit 0 1,750 2,340 3,250
Restated net cash position -8,560 -11,652 -8,858 -15,095
Actual net cash position -895 -1,645 -6,023 -14,169
Sources: Company's legal documents and authors