10 accounting theory questions.
THE ACCOUNTING REVIEW American Accounting Association Vol. 90, No. 1 DOI: 10.2308/accr-50861 2015 pp. 301–320
Unintended Consequences of Lowering Disclosure Thresholds
Kirsten Fanning
University of Illinois at Urbana–Champaign
Christopher P. Agoglia M. David Piercey
University of Massachusetts Amherst
ABSTRACT: In recent years, regulators have considered several initiatives to lower the threshold for disclosing risks to investors. We examine two ways in which disclosing more
risks can actually lower investors’ perceptions of risk. Utilizing an experiment, we find evidence of two unintended consequences on different types of investors. First, we
demonstrate that the addition of low-probability risks to a disclosure can dilute (rather than
add to) more probable losses, leading certain investors to lower their perceptions of overall
risk. Second, since lowering the threshold changes the overall composition of the disclosure
by adding low-probability losses, firms could adopt a tactic of minimization that characterizes
the entire disclosure as unimportant, presenting the lowest risks most saliently, using
compliance with the low threshold as a plausible reason for giving a lengthy disclosure of
generally unimportant risks. Our findings suggest that such a tactic can be persuasive.
Keywords: disclosure thresholds; dilution effect; persuasion tactics; investor judgment.
Data Availability: Contact the authors.
I. INTRODUCTION
I nvestors have long asserted that because disclosure thresholds are too high, firms are often not
disclosing enough information for investors to appropriately allocate their resources (Financial
Accounting Standards Board [FASB] 2008; Desir, Fanning, and Pfeiffer 2010). Echoing
We thank John Harry Evans III (senior editor), Lisa Koonce (editor), two anonymous reviewers, Brooke Elliott, Steve Glover, Jeff Hales, Ling Harris, Kevin Jackson, Scott Jackson, Bill Messier, Mark Peecher, Mike Peters, Ray Pfeiffer, Chad Simon, Jason Smith, Jane Thayer, Brad Tuttle, Scott Vandervelde, David Wood, and Flora Zhou for their helpful comments on this paper. We also thank workshop participants at Drexel University, Georgia Institute of Technology, University of Illinois, University of Massachusetts Amherst, The University of Mississippi, University of Nevada, Las Vegas, University of South Carolina, and Villanova University, as well as participants at the 2010 AAA Accounting, Behavior and Organizations Section Research Conference, the 2010 Brigham Young University Accounting Research Symposium, and the 2011 AAA Annual Meeting for their insights and helpful suggestions. We are grateful to Jeff Hales and Jane Thayer for generously sharing their experimental materials with us.
Editor’s note: Accepted by Lisa Koonce.
Submitted: August 2011 Accepted: June 2014
Published Online: July 2014
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investor sentiment, regulators have recently considered initiatives designed to lower the threshold
for disclosure of potential losses. For example, regulators have recently proposed or implemented
lower disclosure thresholds for risks related to litigation, derivatives, financing receivables and
credit quality, pensions, liquidity and interest rates, and climate change (e.g., FASB 2010, 2011b,
2012b; Securities and Exchange Commission [SEC] 2010). As (then) FASB Chairman Robert Herz
(2008) noted, lower disclosure thresholds would provide information earlier to existing and
potential investors ‘‘to give them a greater understanding of the risks companies are facing’’ and to ‘‘improve their ability to make informed investment decisions.’’ In contrast, managers and attorneys from many companies are strongly opposed to lowering disclosure thresholds. They argue that
investors will be inundated with a sea of information, which will require investors to wade through
lengthy disclosures of unlikely, and largely unimportant, potential risks to uncover the truly
important ones (Credit Suisse Group 2008; Keating Muething & Klekamp PLL 2008). One reason
that this issue is contentious is because firms argue that increased disclosures will lead to worse
judgments if investors do not incorporate the information appropriately, while investors and
regulators believe that increased disclosures will lead to better judgments, since they will have more
information.
One might normally expect that disclosing more risks of potential losses would increase
investors’ perceptions of disclosed risk. However, this movement toward greater disclosure may
have unintended consequences. We suggest two ways in which disclosing more risks can decrease investors’ perceptions of risk. First, lowering a disclosure threshold naturally means including
additional risks in the disclosure that were previously thought too inconsequential to disclose. If
some investors allow the low-probability risks to dilute the more probable risks in their overall
perceptions, then the requirement to disclose more bad news could actually lead to more positive
assessments of the firm. Second, lowering the threshold changes the overall composition of the
disclosure through the addition of low-probability risks. This provides firms with an opportunity to
design their disclosure strategically to influence investors’ risk perceptions downward, a strategy we
call a ‘‘minimization tactic.’’ By presenting the lowest risks most saliently, such a strategy would effectively characterize the entire disclosure as unimportant, using compliance with the low
threshold as a plausible reason for a lengthy disclosure of generally unimportant risks. Standard
setters have stressed a desire to understand the consequences of their standards on ‘‘all types of investors’’ (FASB 2012a; emphasis in the original), specifying a wide range of investors that includes long, short, and potential investors.
1 Thus, we examine the effect of lowering a disclosure
threshold on a range of investor types. Our theory predicts that the effects will be different
depending on the type of investor.
The debate over the FASB’s recent proposal to lower the threshold for disclosing loss
contingencies provides us with an appropriate setting in which to examine these two unintended
consequences on different types of investors. 2
To test the effects of lowering a disclosure
threshold, we conduct an experiment in which we provide investors with financial statements with
legal disclosures for a hypothetical pharmaceutical company and ask the investors to assess the
likelihood of material loss due to disclosed pending litigation. Participants were randomly
1 Long investors are those who have taken a current investment position in a company. Short investors, or short sellers, are those who have taken an investment position against a company. Potential investors are those who do not have an investment position in a company.
2 Currently, generally accepted accounting principles (GAAP) require that loss contingencies, such as pending litigation, should be disclosed when the probability is at least reasonably possible that a material loss may be incurred. In a 2008 Exposure Draft, the FASB proposed lowering the probability threshold for disclosure of loss contingencies from ‘‘at least reasonably possible’’ to ‘‘more than remote’’ (FASB 2008, paragraph 5) in order to ‘‘expand the population of loss contingencies that are required to be disclosed’’ (FASB 2008, vi ). More recently, the FASB had also considered lowering the disclosure threshold even further to include some remote losses (FASB 2010, 2011a).
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assigned to a long, potential, or short investment position, and to one of three disclosure
conditions. Participants in all conditions received financial information for two firms. Following
Thayer (2011), the underlying economics of the two firms were held constant, and participants in
the long and short investment conditions selected one of two firms in which to take their assigned
investment position. Thayer’s (2011) approach allows participants to actively make an investment
decision, thus bolstering the strength of the manipulation, without firm choice impacting the
results. Adapted from Han and Tan (2010), participants in the potential investor condition
received the same information about the two firms and evaluated one of the two firms, selected at
random.
We manipulate disclosure by presenting potential losses in one of three ways. Specifically,
participants received disclosures with: (1) a higher threshold, (2) a lower threshold, or (3) a lower
threshold with a minimization tactic. All participants learned about the same high-probability loss
contingency involving a lawsuit exceeding the higher threshold. However, because the purpose of
lowering a disclosure threshold is to increase the amount of information disclosed in financial
statements, we provided participants in our lower threshold conditions disclosure information
concerning three additional lower-probability lawsuits that were not disclosed in the higher
threshold condition because they did not meet the higher threshold. In the minimization tactic condition, the firm designs the disclosure to minimize investor perceptions of negative information
in the disclosure. Such a minimization tactic would portray the entire disclosure as a lengthy list of
generally low-risk losses, which are relatively unimportant, but must be disclosed under the low
threshold.
The results of our experiment are consistent with our predictions. First, when the disclosure
threshold is higher, investors assess the firm’s disclosed risks consistent with their directional goals.
That is, long investors assess the lowest and short investors assess the highest likelihood of firm
loss, with potential investors falling in between. Second, we find evidence of a dilution effect for
some investors under the lower threshold. Specifically, because the additional disclosures resulting
from a lower threshold involve lawsuits with low probability of losses, adding these risks actually
decreases some investors’ perceptions of disclosed risk by diluting the influence of the higher- probability lawsuit.
3 Consistent with prior psychology research, we find that this dilution effect is
larger for potential investors than for long or short investors. Finally, we find evidence that a
minimization tactic allowed by the lower threshold can persuade some investors to perceive less
risk. Specifically, when firms adopt the tactic, short investors perceive risk to be as low as long
investors’ already relatively optimistic risk assessments. As Hales, Kuang, and Venkataraman
(2011) note, a disclosure strategy is persuasive when it makes it harder for even short investors to
hold pessimistic beliefs about a company. Our findings suggest that firms can successfully use a low
threshold, which is an attribute of an accounting standard, to persuade investors to see bad news
less negatively.
The findings of our study have a number of important implications. For example, we contribute
to the extant literature by providing new evidence that directional goals can moderate the dilution
effect when individuals encounter post-decisional information. We also find that, in our setting, use
3 Consistent with prior research (Liberman and Ross 2006, 171–173), we focus on participants’ assessments of the disclosed litigation, rather than disclosed and undisclosed litigation, to provide a clean test of the dilution effect. Specifically, normatively, participants’ perceptions of the risk of disclosed litigation should not decrease when we add more risks to the disclosure; instead, such a decrease reflects the dilution effect (Liberman and Ross 2006, 172). At the same time, a similar decrease in undisclosed risk could be for normative reasons. Specifically, when a disclosure threshold is lowered, one would expect undisclosed risk to decrease simply because some previously undisclosed risks are now disclosed. While this decrease in undisclosed risk would go in the same direction as the dilution effect, it would not necessarily reflect the dilution effect. Thus, focusing on disclosed litigation risk assessments allows us to isolate non-normative dilution effects present in participants’ judgments.
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of a particular minimization persuasion tactic was most effective in influencing short investors, who
actually had the greatest incentive not to be persuaded. Further, our experimental design allows us
to test for effects of accounting standard changes, holding other factors constant (Kachelmeier and
King 2002). Our findings should, therefore, be of interest to investors, as well as to regulators
contemplating/implementing changes to disclosure requirements (e.g., FASB 2010, 2011b, 2012b;
SEC 2010), because we present evidence of potential unintended consequences of lowering
disclosure thresholds. That is, while regulators seek to warn investors of more risks that the firm faces by lowering a disclosure threshold for bad news (FASB 2008; Herz 2008), doing so may
actually lead many investors to perceive less overall risk of potential losses. Investors and regulators should be aware that none of our three investor types (long, potential, or short) perceived
greater overall risk from the lower disclosure threshold. Further, under certain conditions, potential
and short investors perceived less risk.
The next section discusses the background and related research and develops the hypotheses.
Sections III and IV present the method and the results of our experiment. Section V offers
conclusions and implications.
II. THEORY
As we develop our theory and hypotheses, we first consider investors’ judgments under a
reasonably high disclosure threshold, such as the existing Statement of Financial Accounting
Standards (SFAS) No. 5’s ‘‘reasonably possible’’ threshold for the likelihood of contingent losses. Next, we consider the incremental effects of lowering the disclosure threshold to include lower-
probability losses. Finally, we consider the incremental effects of firms adopting a specific
‘‘minimization tactic’’ that lowering the disclosure threshold potentially allows. In each case, we consider this for investors with long, short, and no investment positions.
Investors’ Judgments under a Higher Disclosure Threshold
Prior research has examined how investors with a long, short, or no investment position
evaluate earnings guidance information to form earnings forecasts (Han and Tan 2010; Hales et al.
2011; Thayer 2011). Because long investors have made a decision to invest in a company, they
receive higher payoffs if the company performs relatively well in the future. Short investors, who
have decided to invest against a company, have an economic stake in the company performing
relatively poorly in the future (Hales 2007). These attributes give each type of investor a distinct
directional goal for the way they would like to encounter and interpret information about the future
performance of the company (Thayer 2011). While they have opposing goals, both types of
investors would prefer to see their decisions as justifiable. Thus, individuals’ directional goals tend
to bias how they interpret and assess information, so that they form beliefs that are influenced by
their preferences (Kunda 1990). They generally do not overtly bias their own beliefs in ways that
would be deliberate or obvious to themselves, but rather engage in just enough biased processing to
justify reaching a preferred conclusion (Boiney, Kennedy, and Nye 1997). In contrast, potential
investors have not made a decision to invest in a company and do not have an existing economic
stake in either better or worse performance for that company. These investors do not hold
directional goals and are, therefore, relatively objective, compared to long and short investors (Han
and Tan 2010).
Prior literature suggests that investors holding different positions in a company are influenced
by their respective goals. Prior research examining investors’ forecasts of quarterly earnings finds
that long, short, and potential investors generally form different predictions about future earnings
when evaluating the same earnings guidance information. Specifically, long (short) investors tend
to forecast earnings higher (lower), consistent with what they would like to believe about the
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company’s future performance. Lacking strong directional goals, potential investors’ forecasts
generally tend to fall in between those of long and short investors (Han and Tan 2010; Hales et al.
2011; Thayer 2011). Although forecasting quarterly earnings per share requires a very different
judgment process, we expect a similar effect to occur in response to a company’s disclosure of
risks. For example, in our loss-contingency setting with the pending litigation disclosed by a
company under the higher threshold of SFAS No. 5, we expect that long and short investors’
perceptions of litigation risk will be influenced by their directional goals. This suggests the
following hypothesis:
H1: Under a higher (SFAS No. 5) threshold for disclosure, investors’ perceptions of litigation risk will be lowest for long investors and highest for short investors, with potential
investors’ perceptions in between.
Expanding Disclosure of Risks to Investors: The Debate over Lowering the Threshold for Disclosing Loss Contingencies
The recent proposal to lower the disclosure threshold for loss contingencies (FASB 2008,
2010, 2011a) provides a timely setting to explore the larger debate over the potential effects of
initiatives to expand disclosure of risks to investors. Under the current SFAS No. 5 accounting
standard for disclosure of loss contingencies, management must disclose pending lawsuits if they
believe the likelihood of a material loss is ‘‘at least reasonably possible’’ (FASB 2008). However, investors contend that too often, firms are not disclosing loss contingencies until a loss has
already been realized (Desir et al. 2010). Many investors believe that even when there is a fairly
high likelihood of material loss from an unresolved lawsuit, firms attempt to justify non-
disclosure by asserting that the relatively high ‘‘reasonably possible’’ threshold is not met (cf. Piercey 2009). Investors argue that this leaves them unable to appropriately incorporate
contingencies into their judgments, which could lead to a suboptimal allocation of their resources
(Desir et al. 2010). In response, the FASB issued an Exposure Draft (FASB 2008) that proposes
to lower the probability threshold for disclosure from ‘‘at least reasonably possible’’ to ‘‘more than remote.’’ This would result in the disclosure of previously undisclosed lawsuits that fall between these two thresholds.
4 As the FASB (2008) notes, lowering the probability threshold for
disclosure in this way would require many firms to disclose a greater number of lawsuits. The
FASB (2010, 2011a) has even been considering lowering the threshold further to include some
remote losses.
Many managers and attorneys are strongly opposed to expanding loss contingency disclosures.
A Wall Street Journal editorial noted that: ‘‘Senior litigators from 13 companies, including Pfizer, General Electric, DuPont, Boeing, and McDonald’s have signed a letter to [then] FASB Chairman
Robert Herz, objecting to the plan. ‘Too often, lawsuits are filed for publicity or to pressure
companies, only to be dropped later,’ they wrote’’ (Wall Street Journal 2008, A12). Herz (2008) later responded, ‘‘The new disclosures are aimed at providing information earlier to existing and potential investors in order to give them a greater understanding of the risks companies are facing.
We believe that information would improve their ability to make informed investment decisions.’’ Thus, firms argue that increased disclosures will lead to worse judgments if investors do not
incorporate the information appropriately, while investors believe that the additional disclosure will
lead to better judgments.
4 Simon (2002) reviews prior accounting research that suggests that the change from ‘‘reasonably possible’’ to ‘‘more than remote’’ would change the disclosure threshold from lawsuits with at least an approximately 57 percent probability of loss to those with more than a 12 percent probability of loss.
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The Effects of a Lower Disclosure Threshold on Investors’ Judgments
Under a lower disclosure threshold such as the one proposed by the FASB (2010), firms would
be required to disclose additional low-probability losses. Many firms opposing the proposed lower
threshold have expressed to the FASB their belief that investors will overreact to additional low-
probability losses made salient under a lower threshold, resulting in an unwarranted increase in
investors’ perceptions of risk (Elsbree and Milne 2009). However, contrary to these expectations,
the dilution effect from psychology would suggest that disclosure of additional low-probability
losses could dilute the influence of a reasonably possible loss, leading some investors to assess risk
lower even though more potential losses are disclosed. Specifically, investors’ perceptions of the overall disclosed litigation risk could be lower due to
the additional low-risk lawsuits if these additional lawsuits dilute the higher-probability losses as
they form their perceptions. Dilution is a basic and widespread cognitive bias that has been
demonstrated across a variety of tasks and contexts (Tetlock and Boettger 1989; Glover 1997;
Liberman and Ross 2006 ). Dilution occurs when the presence of less diagnostic information
weakens the influence of more diagnostic information on individuals’ judgments. For example,
research in consumer judgment settings suggests consumers judge products less favorably when a
moderately positive product attribute is provided along with a highly positive attribute, compared to
when only a highly positive attribute is provided (Jo, Nakamoto, and Nelson 2003; Liberman and
Ross 2006 ). Thus, consumers may naturally tend to average rather than sum the attributes, with the
result that moderate information can dilute the influence of more extreme information.
Similarly, some investors may assess a firm’s risk by ‘‘averaging’’ rather than summing potential losses in a disclosure. For example, under a lower threshold for contingencies, disclosures
would include low-probability lawsuits for investors to average in with, and thereby dilute, a
reasonably possible lawsuit. Thus, as low-probability lawsuits are added to firms’ disclosures, they
may weaken the influence of higher-probability lawsuits on investors’ overall perceptions of
disclosed litigation risk. 5
This would lead investors to assess the risk of loss due to disclosed
litigation lower, even though more lawsuits would be disclosed.
However, there are circumstances under which dilution is less likely. Prior research shows that
the dilution effect is less likely to occur among individuals who are inclined to only incorporate
some of the information into their judgments. For example, this can occur when individuals are told
that they need not use the information carefully (Tetlock and Boettger 1989), when they seek to
save time (Glover 1997), or due to confidence in their expertise (Gilovich and Griffin 2002).
Although investors ordinarily exhibit the dilution effect, prior research suggests that those who
have already taken an investment position become less likely to incorporate further information into
their judgments in order to feel good about that prior decision. Before a decision is made,
individuals are less sensitive to the risk information can pose to a preferred outcome since they have
not yet committed to a decision (Ditto and Lopez 1992). However, after individuals have already
made a decision that they cannot change, they would like to believe that they made a good choice
(Piercey 2009). Once they have satisfactorily justified that decision to themselves, incorporating the
implications of additional information into their judgments runs a risk of threatening their ability to
maintain a self-serving illusion of defensibility for the past decision (Fazio and Williams 1986;
Köneke 2009; Sweeney and Gruber 1984). Under these circumstances, individuals are less likely to
5 Most studies on the dilution effect examine the impact of adding non-diagnostic information to more diagnostic information on individuals’ judgments. Normatively speaking, adding non-diagnostic information should have no impact on individuals’ judgments. In contrast, we examine the impact of adding less diagnostic information (Jo et al. 2003; Liberman and Ross 2006 ). While not irrelevant, lower-probability losses should increase perceptions of disclosed litigation risk less than a reasonably possible loss. Normatively, however, adding low-probability losses to a disclosure should not reduce disclosed litigation risk (Liberman and Ross 2006 ).
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assimilate additional information into their judgments (Taber, Lodge, and Glathar 2001; Lerman,
Croyle, Tercyak, and Hamann 2002). In our setting, long and short investors have already made and
justified the decision to take a long or short investment position in a company. As a result, these
investors would be less likely than potential investors to incorporate additional information into
their judgments and, therefore, would exhibit a smaller dilution effect (Tetlock and Boettger 1989).
Prior research suggests two interesting effects of lowering a threshold on investor judgment.
First, lowering a disclosure threshold to warn investors of additional low-probability losses may
lead some investors to decrease their overall perceptions of disclosed litigation risk, even though more lawsuits are disclosed. Second, this dilution effect would tend to be larger for potential
investors than for long and short investors. This suggests the following hypothesis:
H2: Relative to litigation risk assessments made under a higher disclosure threshold, a lower disclosure threshold will lead potential investors to decrease their litigation risk
assessments more than long and short investors decrease their litigation risk assessments.
A Minimization Tactic for Reporting under a Lower Threshold
Changing to a low disclosure threshold alters the overall composition of firms’ disclosures, and
this presents disclosing firms with an opportunity to use a specific disclosure strategy that we label a
‘‘minimization tactic.’’ Such a strategy would minimize investor perceptions of, and concerns about,
negative information contained in the disclosure. This type of minimization tactic would
characterize the entire portfolio of disclosed losses as generally unimportant, presenting the lower
likelihood losses most saliently, using compliance with the low threshold as the reason for giving
investors a long and tedious disclosure of less important risks. The specific components are integral
to this strategy. 6
For example, firms cannot plausibly characterize the overall disclosure as
unimportant while presenting the highest likelihood losses prominently. The ability to use
compliance with the low threshold standard is also an integral part of this strategy because it gives
firms a plausible reason for providing lengthy disclosures of information that they are characterizing
as unimportant. 7
In contrast, this sort of a minimization tactic is not applicable under a higher threshold, such as
the current SFAS No. 5 rule. First, the current standard’s higher ‘‘reasonably possible’’ threshold
means that firms only disclose lawsuits with a significant likelihood of resulting in a material loss.
Obviously, firms could not plausibly try to represent disclosures containing only ‘‘reasonably
possible’’ losses as unimportant. Second, while firms are not expressly prohibited from voluntarily
disclosing additional lower-probability lawsuits under the current rule, archival evidence indicates
that firms generally choose to disclose as little as they reasonably can (Desir et al. 2010). Further, as
Penman (1980) suggests, firms cannot plausibly call their own voluntary disclosures unimportant
(i.e., if their own disclosures are so unimportant, then why would they voluntarily disclose them?).
Prior research suggests that such a minimization tactic is likely to be effective. Specifically,
communicators can influence others’ opinions by emphasizing particular considerations over other
6 The minimization tactic is a multi-faceted construct consistent with research on specific persuasion strategies. Examining a specific persuasion strategy necessarily requires examining a specific, multi-faceted construct, where the more specific the persuasion strategy tested, the more multi-faceted the construct will be (Perreault and Kida 2011).
7 Research suggests that managers prefer to strategically present themselves and their firms as favorably as possible, and that managers can use features of accounting standards to achieve a strategic and biased portrayal of their company (Hackenbrack and Nelson 1996). For example, Honeywell’s (2010, 3) annual report portrays their position more favorably by using a persuasion strategy that was allowed by a change in the reporting standard with language that clearly appears strategic: ‘‘All of this progress is more obvious within the financial results now that we have rid ourselves of that devil monkey, pension accounting.’’
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relevant considerations when giving their interpretation of an issue (e.g., Maule and Villejoubert
2007). For example, Shankar and Tan (2006) find that, in an effort to persuade their reviewers,
audit preparers employ language that emphasizes evidence that supports their preferred conclusions
and downplays evidence that contradicts their conclusions.
Hales et al. (2011) illustrate the empirical pattern in which an effective disclosure strategy can
persuade long and short investors differently. They test the effects of using vivid (versus pallid)
language in optimistic earnings guidance on the judgments of long and short investors. Absent the
vivid language, investors’ earnings forecasts reflect their directional goals, with long investors
providing more optimistic forecasts and short investors providing more pessimistic forecasts. Using
the vivid language had no impact on long investors’ forecasts, which remained at their original
optimistic level. However, short investors, who had the greater potential to be persuaded without
the vivid language, converged to long investors’ optimistic judgments when the vivid language was
used, indicating that the persuasion tactic was effective.
In our setting, we expect that the minimization tactic firms can use with a lower disclosure
threshold would have the largest effect on investors with the most potential to be persuaded.
Similar to Hales et al. (2011), it is difficult to say a priori whether long investors would be incrementally influenced by the minimization tactic, since their judgments are likely to be
already relatively optimistic absent this disclosure strategy. It is also difficult to say whether
potential investors would be incrementally influenced by this minimization tactic, since H2
predicts that their judgments would otherwise decrease the most under the lower threshold as
a result of dilution. In contrast, short investors are the most likely to be influenced by this
minimization tactic, since their judgments would otherwise be the least optimistic and have
the greatest potential to be affected. Short investors still have directional goals to be as
pessimistic as they can reasonably justify, but it is possible that persuasion strategies can be so
effective that individuals with opposing directional goals have difficulty finding information to
support their preferred conclusions (Hales et al. 2011). This discussion suggests the following
hypotheses:
H3a: A minimization tactic allowed by a low disclosure threshold will lead short investors to decrease their litigation risk assessments more than long investors decrease their
litigation risk assessments.
H3b: A minimization tactic allowed by a low disclosure threshold will lead short investors to decrease their litigation risk assessments more than potential investors decrease their
litigation risk assessments.
Note that we do not predict a priori whether potential investors would be persuaded more than long investors. The relatively larger dilution effect predicted for potential investors (H2) could
lower their perceptions of litigation risk enough that there would be little opportunity for the
minimization tactic to incrementally lower their perceptions of litigation risk further.
III. METHOD
Participants
One hundred fifty individuals enrolled in M.B.A.-level courses served as our participants. 8
On
average, participants had approximately seven years of professional business experience. Sixty-
eight percent had previously invested in the stock market and 93 percent planned to invest in the
8 The Institutional Review Board Human Subjects Committee granted approval of this study.
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future. Actual investment experience does not influence our participants’ responses (all p � 0.33), consistent with prior research suggesting that graduate business students are good proxies for
individual investors (e.g., Han and Tan 2010; Hales et al. 2011). Intentions to invest also do not
influence investors’ responses (all p � 0.22).
Overview of the Experimental Task and Procedures
Participants completed an experimental task that occurred in two phases. In the first phase of
the experiment, the instrument presented two hypothetical pharmaceutical companies and explained
how participants would be paid. Depending on their experimental condition, participants’ payoffs
either rewarded them for selecting the firm that would be the better performer, rewarded them for
selecting the firm that would be the worse performer, or paid them a flat fee for evaluating one of
the two firms chosen for them at random. After selecting a firm, or having one randomly selected
for them, participants received in the second phase the selected firm’s income statements and
balance sheets for each of the last three years, along with financial statement disclosures regarding
pending litigation. After examining the firm’s financial statements and legal disclosures,
participants assessed litigation risk, the likelihood that the firm would incur a future material loss due to the disclosed litigation, on an 11-point scale, where 0¼ ‘‘material loss not at all likely’’ and 10 ¼ ‘‘material loss very likely.’’
We focus on participants’ assessments of disclosed litigation, as opposed to all potential litigation, in order to provide a clean test of the dilution effect. Specifically, a decrease in
disclosed litigation risk assessments under the lower disclosure threshold demonstrates the dilution effect, because participants’ perceptions of the risk of disclosed litigation should not (normatively) decrease by adding more risks to the disclosure (Liberman and Ross 2006, 172).
However, a similar decrease in undisclosed litigation risk under the lower threshold, while seemingly consistent with the dilution effect, could be for normative reasons. That is, given that
the purpose of lowering this disclosure threshold is to increase the number of lawsuits disclosed,
undisclosed risk could decrease under the lower threshold simply because some of it is now
disclosed. Thus, assessments of all litigation cannot precisely demonstrate non-normative dilution effects present in participants’ judgments. However, assessments of the disclosed litigation can demonstrate this, providing a cleaner test of H2. Finally, after assessing disclosed
litigation risk, participants answered a series of case-related and demographic questions,
including manipulation checks. The post-experimental questionnaire also informed participants
how much money they earned.
Independent Variables
Two independent variables (Investor Position and litigation Disclosure Type) were manipulated between participants, resulting in a 3 3 3 experimental design. We manipulated
Investor Position at three levels: long, short, and potential. For this manipulation, we use two important features of Thayer’s (2011) experimental design. First, Thayer (2011) points out that
real long and short investors make a deliberate choice when picking a company to invest in or
against. Consequently, following Thayer (2011), our long and short investors choose between two companies in which to take a long or short position (see Figure 1), where their payoffs will
depend on this choice. This allows investors to experience making a decision, and this gives them
reason to want to feel good about their past decision. This is significant because our theory in H2
predicts differences in the dilution effect based on investors’ desire to maintain feelings of
justifiability for past decisions. When selecting between the two firms, long (short) investors
knew that they would be paid $15 if their chosen firm outperformed (underperformed) the other
firm, or $5 otherwise (adapted from Thayer [2011]) (see, also, Hales 2007; Han and Tan 2010;
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Hales et al. 2011). In contrast, potential investors have not yet chosen a firm to either invest in or
against, and do not have directional goals for the firm’s performance. Accordingly, our potential
investors received the same information about the two companies (Figure 1), and were told that
they would receive a flat $10 for evaluating one of the two firms, selected at random (adapted
from Han and Tan [2010]).
In the first phase of the experiment, we provide summary information for each firm, which
included a unique set of three financial statement ratios and four qualitative statements (Figure 1).
Following Thayer (2011), we hold constant the underlying economics of the two firms so that firm
choice would not impact our results. That is, all six financial statement ratios (three for each firm)
were derived from the same underlying set of financial statements. 9
Further, all of the summary
information was pretested on 59 Master’s of Accounting students to ensure that the two firms were
considered similarly attractive ( p¼0.865) and chosen with similar frequency ( p¼0.369). Because the summary information for both firms is based on the same underlying set of financial statements,
the subsequent financial statements and disclosures participants received and evaluated in the
second phase of the experiment were identical regardless of which of the two firms was selected.
During the second phase of the experiment, participants read the financial statements of the firm that
either they selected or was selected for them ( potential investors), and assessed the disclosed
FIGURE 1 Excerpt from Background Experimental Materials
All participants were given this summary information prior to evaluating the selected firm. Long and short investors were asked to pick one of these two firms in which to take their assigned investment position. Potential investors were also given this information, but were not asked to pick a firm. Instead, potential investors were told they would be asked to objectively evaluate one of these two firms (subsequently chosen at random by the computer).
9 Summary information included net income growth rate, net profit margin, and return on equity for one firm and, similarly, revenue growth rate, operating profit margin, and return on assets for the other firm. Thus, the specific ratios for each firm differed, but each firm’s summary information contained one growth, one profit, and one return ratio, respectively.
310 Fanning, Agoglia, and Piercey
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litigation risk. Participants’ subsequent perceived litigation risks are independent of the firm
selected (all p � 0.27). The second independent variable, Disclosure Type, was manipulated at three levels and refers
to whether the legal disclosures were in compliance with: (1) a higher threshold (based on the
current SFAS No. 5 threshold); (2) a lower threshold (based on the FASB [2010] proposal) and
presented objectively by the company (lower threshold-objective condition); or (3) a lower
threshold with a minimization tactic (lower threshold-minimization condition). The disclosure in the
higher threshold condition contained one reasonably possible lawsuit. Management introduced the
litigation by stating that the existing accounting standard requires disclosure of lawsuits that
management believes have at least a reasonably possible likelihood of resulting in a material
liability. The two lower threshold conditions each contained the same reasonably possible lawsuit
as the higher threshold condition, as well as three additional lawsuits that are less than reasonably
possible, but more than remote. In all three disclosure-type conditions, each lawsuit was
individually identified as having either a ‘‘reasonably possible’’ or a ‘‘slightly more than remote’’
likelihood of leading to a material loss. Thus, in both lower threshold conditions, objective and
minimization, the financial statements provided the same set of lawsuits and disclosed the same
likelihoods of loss for each.
In the objective condition, management relayed the facts of the pending litigation in a
straightforward and direct manner. Management introduced the litigation by stating that the
accounting standard requires disclosure of lawsuits that management believes have more than a
remote likelihood of resulting in a material liability. Order of presentation was based on likelihood,
with the reasonably possible lawsuit disclosed first, followed by the three lower-probability
lawsuits. Headings were provided for each individual lawsuit to help distinguish one plaintiff from
the next.
In the minimization condition, management adopted the minimization tactic that uses the
lower threshold to minimize investor perceptions and concerns regarding negative information
contained in the disclosure. This minimization tactic characterizes the entire disclosure of
lawsuits as relatively inconsequential by diverting attention from higher-probability lawsuits and
blaming the largely unimportant disclosure on compliance with the standard. 10
Specifically,
management buried the reasonably possible lawsuit in the middle of the disclosure without
individual headings for each lawsuit, while strategically emphasizing compliance with the
standard’s low disclosure threshold as the reason for burdening investors with a lengthy list of
predominantly inconsequential lawsuits. 11
The design of our minimization tactic condition draws
on actual firm comment letters to the FASB regarding the proposed amendment to SFAS No. 5,
actual financial statement disclosures, prior persuasion research, and prior accounting literature
(Credit Suisse Group 2008; Keating Muething & Klekamp PLL 2008; Maule and Villejoubert
2007; Shankar and Tan 2006 ).
10 As noted in the development of H3, because this tactic relies on the lower threshold to provide a plausible reason for a lengthy disclosure of information characterized as unimportant, it cannot be utilized under the higher threshold. Thus, it is not fully crossed within the higher threshold condition. Consequently, we use a three-level factor to test two unintended consequences of lowering a disclosure threshold (see Piercey [2009] for a similar three-level design).
11 A pretest with 29 senior accounting undergraduates suggests that when compared side-by-side, the disclosure in the minimization condition is seen as more strategic than the disclosure in the objective condition (means ¼ 8.17 versus 4.48, t ¼ 7.97, on a scale where 0 ¼ ‘‘not at all strategic’’ and 10 ¼ ‘‘very strategic’’; p , 0.001). In addition, the disclosure in the minimization condition is viewed as less objective than the disclosure in the objective condition (means¼3.82 versus 8.04, t¼9.03, where 0¼ ‘‘not at all objective’’ and 10¼ ‘‘very objective’’; p , 0.001). Further, all pretest participants also selected the minimization condition disclosure as the presentation that is the less objective and more opportunistic of the two.
Unintended Consequences of Lowering Disclosure Thresholds 311
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IV. RESULTS
Manipulation Checks
Responses to manipulation check questions suggest that the manipulations were successful.
Participants correctly identified their respective compensation scheme based on their investment
position 99 percent of the time. Participants correctly recalled the number of lawsuits disclosed 89
percent of the time, and the probability threshold 89 percent of the time. Our conclusions are
unchanged if we exclude participants who failed the manipulation checks from the analyses.
Tests of Hypotheses
Table 1 presents the descriptive statistics, overall ANCOVA results, and tests of hypotheses for
participants’ litigation risk assessments. The ANCOVA includes participants’ prior beliefs about industry litigiousness as a covariate.
12 The Investor Position 3 Disclosure Type interaction (F ¼
2.37, p ¼ 0.055, Table 1, Panel B) is displayed graphically in Figure 2. H1 predicts that long investors’ perceptions of litigation risk under the higher threshold will be
lowest, short investors’ perceptions will be highest, and potential investors’ perceptions will be in
between. As Figure 2 and Table 1 show, investors’ average litigation risk assessments are 4.92,
6.73, and 7.18 for long, potential, and short investors, respectively. A Jonckheere-Terpstra test
confirms the predicted ordering of investor judgments under the higher threshold (z ¼ 2.96, p ¼ 0.002, Table 1, Panel C).
13 This result supports H1.
We supplement our test of H1 by conducting pairwise contrasts within the predicted ordering
of investor judgments. As predicted, long investors’ risk assessments are significantly lower than
short (t¼�3.33, p , 0.001) and potential investors’ assessments (t¼�2.80, p¼0.003). However, short investors’ assessments are only directionally higher than potential investors’ assessments (t¼ 0.64, p¼0.260). While the predicted ordering of these three means is statistically significant, prior research suggests reasons why potential investors’ judgments would be more likely to differ more
from long investors’ judgments than from short investors’ judgments. Specifically, while neutral
individuals do not have directional goals, features of the task can move their judgments closer to
one of the two groups with opposing directional goals (Piercey 2009). Neutral individuals attempt
to adjust their judgments when receiving information from a non-neutral source (Wegener and Petty
1995). In our setting, potential investors are aware of the reporting company’s directional incentives
and are, therefore, likely to move closer to short investors’ more pessimistic judgments. 14
When we
use ordered contrast weights that reflect potential investors’ possible tendency to err on the side of
pessimism (�1 for long investors, þ0.333 for potential investors, and þ0.667 for short investors), we obtain results similar to the Jonckheere-Terpstra test (t¼3.62, p , 0.001). Overall, our primary test of H1 in Table 1, Panel C supports H1. Our supplemental tests also provide additional support
for H1 and are consistent with prior research.
H2 predicts that the dilution effect will be larger for potential investors than for long or short
investors. In our setting, this refers to a tendency for the low-probability losses added under a low
12 Individuals who believe the industry to be more litigious tend to assess litigation risk higher across experimental conditions. As such, we include litigiousness as a covariate (F ¼ 10.22, p ¼ 0.002, Table 1, Panel B). We obtain statistically similar results at conventional significance levels and reach the same conclusions if the covariate is removed from the model.
13 This Jonckheere-Terpstra test is based on the ANCOVA model, including the effects of the covariate (Chow and Liu 1998), and is used to test hypotheses of the type A , B , C.
14 There still may be a difference between potential and short investors’ judgments, however, because short investors can make a similar adjustment for the company’s potential optimism and have additional directional goals to evaluate the company pessimistically.
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TABLE 1
Litigation Risk Assessments
Panel A: Descriptive Statisticsa
Disclosure Type
Investor Position Higher
Threshold Lower-
Objective Lower-
Minimization
Short investors 7.18 7.43 4.76 (1.54) (1.05) (2.27)
[16] [12] [17]
Potential investors 6.73 5.54 4.93 (2.15) (1.68) (2.49)
[19] [18] [16]
Long investors 4.92 4.95 4.75 (2.37) (1.89) (2.07)
[21] [16] [15]
Panel B: Analysis of Covariance
Source Sum of Squares df
Mean Square F p-value
Industry Litigiousness (covariate) 42.36 1 42.36 10.22 0.002 Investor Position 59.32 2 29.66 7.16 0.001 Disclosure Type 59.55 2 29.78 7.18 0.001 Investor Position 3 Disclosure Type 39.37 4 9.84 2.37 0.055 Error 580.34 140 4.15
Panel C: Tests of Hypotheses
Test Statistic p-valueb
H1: Within the higher threshold disclosure: Short investors’ assessments . potential investors’ . long investors’ 2.96 0.002
H2: Higher threshold versus lower threshold-objective disclosure: Potential investors’ assessments decrease more than long and short investors’ �1.57 0.059
H3: Lower threshold-objective versus minimization disclosure: Short investors’ assessments decrease more than long investors’ (H3a) �2.32 0.011 Short investors’ assessments decrease more than potential investors’ (H3b) �1.98 0.025
a Means, (standard deviations), and [n] are presented. Means are the adjusted means from the ANCOVA, which includes
the covariate Industry Litigiousness. Participants provided their perceptions about the industry’s litigiousness on an 11- point scale, where 0 ¼ ‘‘not at all litigious’’ and 10 ¼ ‘‘very litigious.’’ b
All hypotheses were tested within the ANCOVA. Given the directional expectations suggested by our theory and hypotheses, these tests are one-tailed. A Jonckheere-Terpstra test that is based on the ANCOVA and includes the effects of the covariate Industry Litigiousness (Chow and Liu 1998) is used to test H1. H2 is tested with a contrast using weights of�1 andþ1 for potential investors in the higher threshold and lower threshold-objective conditions, respectively,þ0.5 and�0.5 for long investors, andþ0.5 and�0.5 for short investors. H3a (H3b) is tested with a contrast using weights of �1 and þ1 for short investors in the lower threshold-objective conditions and lower threshold-minimization conditions, respectively,þ1 (�1) for long ( potential) investors, and 0 (0) for potential (long) investors. H2 and H3 are tested with t- tests.
(continued on next page)
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disclosure threshold to reduce, rather than increase, investors’ overall perceptions of disclosed
litigation risk. As shown in Figure 2, potential investors’ judgments appear to decrease more from
the higher threshold to the lower threshold-objective condition than do long and short investors’
judgments. Specifically, we compared the change in potential investors’ litigation risk assessments
to the average change among long and short investors’ assessments, using contrast weights of �1 and þ1 for potential investors in the higher threshold and lower threshold-objective conditions, respectively,þ0.5 and�0.5 for long investors, andþ0.5 and�0.5 for short investors. The decrease in potential investors’ litigation risk assessments is significantly larger (t¼�1.57, p¼0.059, Table
TABLE 1 (continued)
Dependent Variable: Litigation Risk Assessments. Participants assessed the likelihood that the firm will incur a future material loss due to the disclosed litigation. Participants recorded their responses on an 11-point scale, where 0 ¼ ‘‘material loss not at all likely’’ and 10 ¼ ‘‘material loss very likely.’’ Independent Variables: Investor Position is manipulated as participants’ position in the firm (long, short, or potential investor). Disclosure Type manipulated whether participants received pending litigation disclosures in compliance with: (1) a higher threshold (i.e., ‘‘at least reasonably possible’’); (2) a lower threshold (i.e., ‘‘more than remote’’) presented objectively; or (3) a lower threshold (i.e., ‘‘more than remote’’) with a minimization tactic.
FIGURE 2 Litigation Risk Assessments
Dependent variable (vertical axis): Litigation Risk Assessments. Participants assessed the likelihood that the firm will incur a future material loss due to the disclosed litigation. Participants recorded their responses on an 11-point scale, where 0 ¼ ‘‘material loss not at all likely’’ and 10 ¼ ‘‘material loss very likely.’’ All means reported above are adjusted means from the ANCOVA presented in Table 1, which includes the covariate Industry Litigiousness. Participants provided their perceptions about the industry’s litigiousness on an 11-point scale, where 0¼ ‘‘not at all litigious’’ and 10 ¼ ‘‘very litigious.’’ Independent variables: Investor Position is manipulated as participants’ position in the firm (long, short, or potential investor). Disclosure Type manipulated whether participants received pending litigation disclosures in compliance with: (1) a higher threshold (i.e., ‘‘at least reasonably possible’’); (2) a lower threshold (i.e., ‘‘more than remote’’) presented objectively; or (3) a lower threshold (i.e., ‘‘more than remote’’) with a minimization tactic.
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1, Panel C) than the concurrent change in long and short investors’ assessments. 15
This result
supports H2.
Simple effects tests find that potential investors exhibited a significant dilution effect, while
long and short investors did not. Specifically, potential investors’ litigation risk assessments are
significantly lower in the lower threshold-objective condition than in the higher threshold condition (5.54 versus 6.73, t ¼�1.77, p ¼ 0.040), even though the lower threshold-objective condition included the same reasonably possible lawsuit as the higher threshold condition, plus three additional lawsuits. Thus, the three low-probability lawsuits diluted, rather than added to, the
impact of the reasonably possible lawsuit in potential investors’ perceptions of disclosed litigation
risk. In contrast, there are no significant differences between the lower threshold-objective condition and the higher threshold condition for short investors (7.43 versus 7.18, t¼0.32, p¼0.748) or for long investors (4.95 versus 4.92, t ¼ 0.03, p ¼ 0.969). These findings are also consistent with H2.
H3 predicts that the minimization tactic allowed by a low disclosure threshold will lead short
investors to decrease their litigation risk assessments more than either long (H3a) or potential
investors (H3b). Results are consistent with our theory and expectations. Specifically, short investors’
litigation risk assessments are significantly lower in the lower threshold-minimization condition than in the lower threshold-objective condition, suggesting that the minimization tactic persuaded short investors (4.76 versus 7.43, t ¼�3.47, p , 0.001). In contrast, there are no significant differences between the minimization and objective conditions for potential investors (4.93 versus 5.54, t¼�0.87, p ¼ 0.386) or for long investors (4.75 versus 4.95, t ¼�0.28, p ¼ 0.779). Our formal tests of H3 indicate that the effect of the minimization tactic strategy is significantly larger for short investors than
for either long investors (t¼�2.32, p¼0.011, Table 1, Panel C) or for potential investors (t¼�1.98, p ¼ 0.025, Table 1, Panel C).16 These results support H3a and H3b.
For completeness across all nine cells, we performed additional Jonckheere-Terpstra tests of
Investor Position within the two lower threshold conditions, in addition to our earlier Jonckheere- Terpstra test of H1 within the higher threshold condition. Figure 2 shows that investors’ judgments are also influenced by long, potential, and short Investor Position within the objective condition (4.95, 5.54, and 7.43, respectively; z ¼ 3.39, p , 0.001). However, Figure 2 also shows that the judgments of long, potential, and short investors converge toward the relatively optimistic
judgments of long investors within the minimization condition (4.75, 4.93, and 4.76, respectively; z ¼0.11, p¼0.91). This pattern of results is consistent with our overall theory and our primary tests of H2 and H3.
Supplementary Analysis: Future Earnings Perceptions
Because our theory relates to how our manipulations of the litigation disclosures would
influence investors’ perceptions of disclosed litigation risk, we use investors’ perceptions of
15 We combine long and short investors as both have directional goals, and the theory underlying H2 generates similar predictions for both with respect to the dilution effect. Accordingly, H2 predicts that the dilution effect will be larger for potential investors than for both long and short investors. However, individual comparisons of potential versus short and potential versus long investors produce results that are directionally consistent with H2, although less significant ( p ¼ 0.081 and p ¼ 0.102, respectively).
16 Unlike our test for H2, in our tests of H3a and H3b, we do not use a combined test comparing the effect of the minimization tactic on short investors to its average effect on potential and long investors. The theory underlying H3 uses different reasons for predicting that long investors and potential investors will each react less to the minimization tactic than will short investors. The distinction involves long investors’ relative optimism before the effects of the minimization tactic versus potential investors’ larger dilution effect before the effects of the minimization tactic. Accordingly, H3 predicts that short investors’ judgments will decrease more than either long or potential investors’ judgments, and we separate each test. As noted in footnote 15, H2 combines long and short investors because the prediction for H2 is based on both groups having a directional goal, which is not the case for the H3a and H3b comparisons.
Unintended Consequences of Lowering Disclosure Thresholds 315
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‘‘material loss due to the disclosed litigation’’ as our dependent variable for testing H1 through H3.
However, these perceptions of litigation risk could also influence subsequent investment-relevant
judgments. Thus, participants also assessed the extent to which the firm’s earnings in future periods
would be affected by the disclosed litigation. Participants recorded their responses on an 11-point
scale, where 0 ¼ ‘‘future earnings not affected at all’’ and 10 ¼ ‘‘future earnings affected greatly.’’ Table 2 presents cell means and ANCOVA results for the future earnings perceptions variable.
Although future earnings perceptions are likely to impound other noisy sources of variance because
they are a less direct operational measure of our theoretical construct than litigation risk
assessments, they should be positively correlated with investors’ litigation risk assessments. As
expected, we find future earnings perceptions to be significantly correlated ( p , 0.001) with
litigation risk assessments.
Further, the H1 predicted ordering of participants’ litigation risk assessments under the higher threshold (short . potential . long investors) also holds for their perceptions of the effect of the disclosed litigation on future earnings (Jonckheere-Terpstra z¼3.37, p , 0.001, Table 2, Panel C). Similar to our H2 litigation risk assessment results, we find that potential investors exhibit a significant dilution effect for future earnings perceptions (t ¼�3.11, p ¼ 0.001), while long and short investors do not (t¼�1.55, p¼0.12, and t¼1.31, p¼0.19, respectively). More specifically, we find that the dilution effect in potential investors’ future earnings perceptions is significantly greater than the concurrent (lack of ) change in long and short investors’ judgments (t¼�2.66, p¼ 0.004, Table 2, Panel C). Again, individual comparisons of potential versus short and potential versus long investors produce results that are directionally consistent ( p ¼ 0.001 and p ¼ 0.104, respectively). Finally, as with our H3a and H3b litigation risk assessment results, we find that the
persuasive effect of the minimization tactic on future earnings perceptions is greater for short investors than for either long (t ¼�3.75, p , 0.001, Table 2, Panel C) or potential investors (t ¼ �2.84, p ¼ 0.003, Table 2, Panel C). Thus, results with the future earnings variable are consistent with those obtained with the litigation risk variable, and are consistent with and supportive of our
theory and hypotheses.
V. CONCLUSION
With the recent discussion surrounding changes to disclosure requirements, our study is
designed to provide insight to parties interested in or affected by such changes. For example, our
experimental design allows us to test for effects of accounting standard changes, holding other
factors constant, as called for by Kachelmeier and King (2002). Our findings should be of interest to
investors, as well as to regulators contemplating or implementing changes to disclosure
requirements (e.g., FASB 2010, 2011b, 2012b; SEC 2010), because we present evidence of
potential unintended consequences of lowering disclosure thresholds. Contrary to the FASB’s
(2008) stated objective of expanding disclosure of bad news to warn investors of more risks that the firm faces, investors and regulators should be aware that for no investor type (long, potential, or
short) did lowering a disclosure threshold increase perceptions of overall risk, and potential and short investors’ perceptions of risk actually decreased. For researchers, we provide new evidence that directional goals can moderate the dilution effect when individuals encounter post-decisional
information. Further, we find that in our setting, use of a particular minimization persuasion tactic
was most effective on short investors who had the greatest incentive not to be persuaded.
Limitations of our study include the fact that we do not test all possible disclosure strategies
that a firm could pursue, including strategies that incorporate some, but not all, elements of the
minimization tactic. Because of our motivation to test for a specific unintended consequence of
lowering disclosure thresholds, our intention was to explore the implications of a specific, multi-
faceted persuasion strategy that is made available by the proposed lower disclosure threshold and
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TABLE 2
Supplementary Analysis: Future Earnings Perceptions
Panel A: Descriptive Statisticsa
Disclosure Type
Investor Position Higher
Threshold Lower-
Objective Lower-
Minimization
Short investors 6.74 7.87 5.33 (1.78) (0.94) (2.33)
[16] [12] [17]
Potential investors 5.97 4.00 4.23 (1.47) (1.75) (2.50)
[17] [18] [16]
Long investors 4.64 3.81 5.01 (1.81) (1.83) (2.17)
[21] [16] [15]
Panel B: Analysis of Covariance
Source Sum of Squares df
Mean Square F p-value
Industry Litigiousness (covariate) 27.65 1 27.65 7.58 0.007 Investor Position 129.14 2 64.57 17.71 ,0.001 Disclosure Type 22.59 2 11.29 3.10 0.048 Investor Position 3 Disclosure Type 74.76 4 18.69 5.13 0.001 Error 510.56 140 3.65
Panel C: Supplemental Tests
Test Statistic p-valueb
Within the higher threshold disclosure: Short investors’ assessments . potential investors’ . long investors’ (Test 1) 3.37 ,0.001
Higher threshold versus lower threshold-objective disclosure: Potential investors’ assessments decrease more than long and short investors’ (Test 2) �2.66 0.004
Lower threshold-objective versus minimization disclosure: Short investors’ assessments decrease more than long investors’ (Test 3a) �3.75 ,0.001 Short investors’ assessments decrease more than potential investors’ (Test 3b) �2.84 0.003
a Means, (standard deviations), and [n] are presented. Means are the adjusted means from the ANCOVA, which includes
the covariate Industry Litigiousness. Participants provided their perceptions about the industry’s litigiousness on an 11- point scale, where 0 ¼ ‘‘not at all litigious’’ and 10 ¼ ‘‘very litigious.’’ b
All tests were conducted within the ANCOVA. Given the directional expectations suggested by our theory, these tests are one-tailed. A Jonckheere-Terpstra test that is based on the ANCOVA and includes the effects of the covariate Industry Litigiousness (Chow and Liu 1998) is used for Test 1. Test 2 uses a contrast with weights of �1 and þ1 for potential investors in the higher threshold and lower threshold-objective conditions, respectively,þ0.5 and�0.5 for long investors, andþ0.5 and�0.5 for short investors Test 3a (3b) uses contrast weights of�1 andþ1 for short investors in the lower threshold-objective conditions and lower threshold-minimization conditions, respectively, þ1 (�1) for long ( potential) investors, and 0 (0) for potential (long) investors. Tests 2 and 3 are tested with t-tests.
(continued on next page)
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that our theory suggests would lead to this unintended consequence (Perreault and Kida 2011).
Thus, we tested a complete implementation of the strategy and compared it to another disclosure
condition that is devoid of the strategy, presenting the risks as objectively as possible. Our approach
follows Kerlinger and Lee’s (2000, 459) principle to ‘‘design, plan, and conduct research so that the
experimental conditions are as different as possible’’ along the theoretical construct of interest. Still,
future research could separately examine the facets of our minimization tactic in order to isolate the
extent to which the persuasion effect that we document is driven by a particular facet or by their
joint use. Future research could also examine other specific reporting strategies in our setting,
including those that do and do not overlap with the minimization tactic.
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