CEOs, abandoned acquisitions, and the media

Pub Date : 2023-04-28 DOI:10.1111/jacf.12545
Baixiao Liu, John J. McConnell
{"title":"CEOs, abandoned acquisitions, and the media","authors":"Baixiao Liu,&nbsp;John J. McConnell","doi":"10.1111/jacf.12545","DOIUrl":null,"url":null,"abstract":"<p>Do the media play a role in corporate governance and, if so, how? Those questions are broad and their answers have broad implications. This is especially so in countries such as the U.S. that are characterized by a free and vigorous business press. By corporate governance, we mean the traditional role of corporate governance in monitoring corporate management to ensure that top managers act in shareholders’ interests. So the questions are whether this active media coverage plays a role in guiding corporate managers to act in shareholders’ interests and, if so, how do they do it.</p><p>Academic studies have proposed that the media can play such a role by influencing the value of top managers’ reputational capital.1 In this framework, a manager's reputational capital is viewed as the present value of his future wages and employment opportunities.2 The media are said to affect such values by reporting on managers’ actions and by shaping perceptions of those actions. And to the extent that they influence managers’ reputational capital, the media can play a role in guiding managers’ actions. Whether they do so—and whether they do so in ways that are in shareholders’ interests—are open questions. We address those questions in one specific set of circumstances: namely, when would-be acquirers are considering whether to carry out or abandon acquisition attempts that the market perceives as “value-reducing.”</p><p>Several prior studies have reported that would-be acquirers are significantly more likely to abandon takeover attempts when the market responds to the announcement of the proposed acquisition with a downward revision of the potential acquirer's stock price. A common interpretation of this finding is that “managers listen to the market.” But this begs the question: why do managers listen to the market?</p><p>Our answer to that question is that acquirers’ top managers—their CEOs—have two sets of skin in the game. First, and perhaps obviously, the CEO owns stock in the acquiring company. Call this his financial capital. To the extent that cancellation of a proposed “value-reducing” takeover results in recovery of the announcement period stock price decline and the CEO owns shares in the company, the CEO stands to gain from that price recovery.</p><p>Second, we propose that the CEO stands to gain from the recovery of his personal reputational capital that may also have been diminished as a result of the market's perception that the announced takeover attempt is value-destroying. The media influence the CEO's reputational capital by interpreting and disseminating information about the CEO's acquisition decisions. The worse the tone of the media coverage and the broader its dissemination, the greater the negative impact on the CEO's reputational capital. To the extent that the CEO's reputational capital has been diminished by media coverage of the takeover attempt, abandonment of that attempt may be associated with a recovery of that loss.</p><p>There are at least three testable predictions that follow from this reasoning. First, the greater the dollar amount of the CEO's ownership of the shares of the acquirer, the more likely the CEO is to abandon a value-reducing acquisition attempt. Second, the broader the media coverage of the takeover attempt, the more likely the takeover is to be abandoned. Third, the broader the media coverage of the takeover attempt in combination with a more negative tone, the more likely the takeover attempt is to be abandoned. It is this last prediction that lies at the heart of our proposals. It is this interaction of the breadth and tone of media coverage that influences managerial reputational capital.</p><p>All of these predictions depend, of course, on the expectation that abandonment of the value-reducing acquisition attempt will be associated with a recovery of whatever financial and reputational capital are lost at the announcement of the value-reducing attempt and the associated media coverage.</p><p>In a study whose findings are reported in an article recently published in the <i>Journal of Financial Economics</i>, we tested these three predictions by analyzing 636 acquisition attempts by U.S. public companies during the period of 1990–2010. Each of the deals had a proposed transaction value of at least $100 million, and each experienced a negative stock market reaction at its initial announcement.</p><p>Consistent with our propositions, we find that the greater the dollar value of the loss experienced by the CEO through his ownership of the acquirer's shares, and therefore the greater his hoped-for recovery in the event of deal abandonment, the greater is the likelihood of abandonment. We further find that such acquisition attempts are more likely to be abandoned the more negative the tone of the media coverage of the proposed transaction and the broader that coverage.</p><p>A further feature that distinguishes our statistical analysis from prior studies of abandoned takeover attempts is that when we take account of the CEO's loss in share value and our proxy for his loss of reputational capital in our statistical models, the decline in share price alone is no longer a statistically significant predictor of the likelihood of acquisition abandonment. The implication is that potential acquirers abandon value-reducing acquisition attempts when it is in the managers’ interests to do so. That is, managers listen to the market when it is in their self-interest to do so. The further implication is that the media can and do play a role in corporate governance by influencing the value of managers’ human capital.</p><p>Keep in mind that each of these predictions is predicated on managers’ expectation that the reversal of their decisions to undertake the acquisition will be associated with at least some recovery of whatever monetary and reputational capital were lost at the announcement. Thus, to round out our analysis, we examined the stock prices of acquirers around the public announcements of cancellations of value-reducing takeover attempts. We find that announcements of cancellations of value-reducing acquisition attempts are accompanied by positive average stock price reactions. What's more, the price response tends to be more positive, the more negative the stock price response at the initial announcement. This evidence supports the proposition that managers can and do recover value, both monetarily and reputationally, when value-reducing acquisition attempts are abandoned.</p><p>A number of studies have reported finding that the likelihood of an acquisition attempt being abandoned is greater the more negative the stock price reaction of the potential acquirer at the initial announcement of the attempt.3 This evidence has been interpreted to mean that “managers listen to the market” when considering abandonment (or completion) of takeover opportunities.</p><p>But a more careful interpretation of this evidence is that managers sometimes listen to the market. After all, not all acquisition attempts that receive a negative market response are abandoned. Many studies have suggested that managers receive certain observable and unobservable benefits from acquisitions, many of which may be the result of managing a larger enterprise.4 If such benefits are significant, the question then becomes: why do managers ever abandon proposed acquisitions? We propose that they do so because they have both financial and reputational capital at stake. Thus, our working hypothesis is that managers listen to the market when the benefits of abandoning the acquisition outweigh the benefits of completing it.</p><p>More specifically, we propose that there are two main benefits of abandoning value-reducing acquisitions, and both relate to recovery of value lost (and the additional value that could be lost) if the deal goes forward.</p><p>First, to the extent that the CEO owns shares in his company, those shares will have declined in value when the stock price declined at the initial announcement. To the extent that abandonment of the attempt is associated with recovery of that stock price decline, the CEO can expect, or hope, to recover some or all of that value if the attempt is abandoned.</p><p>Second, to extent that the stock price declined at the announcement of the attempt, the CEO may also have lost reputational capital in the form of the labor market's perception of his abilities as a manager. If so, the CEO may also be able to recover some or all of that loss should the attempt be abandoned. But one of the main challenges in designing our study was how to measure the loss and, thereby, the potential recovery of that reputational capital.</p><p>That is where the media enter the picture. Media coverage, both in the breadth and the tone of the coverage, can be considered as a source of reputational value lost—and therefore potentially recovered.</p><p>As mentioned earlier, studies starting with Luigi Zingales (<span>2000</span>) have argued that the media can and do play a role in corporate governance. Dyck et al. (<span>2008</span>) built upon that observation by making the connection between corporate governance and the media both more specific and more general. They set forth a model in which top corporate managers have human capital at risk in making corporate decisions. Their human capital as managers is the present value of their future wages and employment opportunities as managers. These wages and opportunities lie in the realm of the managerial labor market. To the extent that the managerial labor market is informed by the media about corporate (i.e., a given CEO's) actions, media coverage has the potential to influence the CEO's actions by influencing the CEO's future opportunities in the managerial labor market. And in this sense, the media, by shaping perceptions of corporate events through the tone and extent of that coverage, can serve as a monitor of corporate activities and play a role in corporate governance.</p><p>With this thinking in mind, we used value-reducing acquisition attempts as the laboratory to study whether the media play a role in corporate governance.</p><p>To identify the acquisition attempts used in our analysis, we obtained a set of 636 proposed acquisitions by 537 publicly traded U.S. companies during the period of 1990–2010. Each proposed transaction had a value of at least $100 million and, at the announcement of the transaction, the acquiring firm's cumulative abnormal stock return (CAR) was negative. This announcement period CAR was measured as the sum of the differences between the acquiring firm's daily stock returns and the CRSP value-weighted market returns over the 3-day interval surrounding the announcement of the proposed acquisition. This sample and the announcement dates of the proposed transactions are from the <i>Thomson Financial Securities Data Company's (SDC) US Mergers and Acquisitions</i> database. To our knowledge, the set of acquisitions used in our analysis includes all takeover attempts that meet our criteria.</p><p>Panel A of Table 1 (column 2) gives the time series of the value-reducing acquisition attempts. By far the largest number of such attempts took place in 2000, when there were 67. The year in our sample with the fewest such attempts was 1991, when there were just seven. Abandoned attempts (as reported in column 3) also varied considerably over time, with none in 1991 and a high of 14 in 1996. In total, 19% of the takeover attempts with negative announcement period CARs were abandoned. Interestingly, the percentage of abandoned attempts is more evenly distributed across our sample period than is the number of such attempts. Nonetheless, none of the seven value-reducing acquisitions in 1991 and the 20 such attempts in 2009 was abandoned.</p><p>Panel B of Table 1 gives the industry classifications of the industries with the greatest representation of value-reducing acquisition attempts where industry is based on the potential acquirer's primary two-digit SIC code. In total, acquirers come from 51 different two-digit SIC industries. Not surprisingly, Business Services, which encompasses the largest number of firms in general, also had the greatest representation among value-reducing attempts, with 131. As shown in the last column of Panel B, however, the percentage of attempts that are abandoned is much more evenly distributed across industries than is the number of attempts.</p><p>The variables of primary interest to us are the following two: (1) the change in the dollar value of the CEO's shares upon announcement of the proposed transaction; and (2) the extent and tone of the media coverage given to the takeover attempt. For each abandoned acquisition attempt, we gathered CEO stock ownership from <i>ExecuComp</i>. We measured the change in the value of the CEO's ownership as the number of his shares times the acquirer's announcement period CAR.</p><p>We measured the breadth of the media coverage given to each acquisition attempt by counting the number of transaction-specific news stories that appeared in the <i>Wall Street Journal (WSJ)</i>, the <i>New York Times (NYT)</i>, and the <i>Dow Jones News Service (DJNS)</i> over the ten calendar days beginning with the announcement day of the proposed transaction. We labeled this variable <i>media attention</i>.</p><p>We measured the <i>tone</i> of media coverage given to each acquisition attempt by calculating the number of “negative” words divided by the number of total words in transaction-specific news stories.5 We called this variable <i>media tone</i>.</p><p>Table 2 sets forth some preliminary statistics regarding our key variables. Each of these simple comparisons is consistent with our propositions, but it will be the interactions of these variables, as reported later in Table 3, that provide a robust formal test. As shown in the first row of Table 2, and consistent with prior studies, both the mean and median announcement period CARs are more negative for the proposed transactions that are eventually abandoned (mean = −8.73%; median = −6.77%) than for those that are completed (mean = −7.55%; median = −5.72%). These results, as already noted, are consistent with the idea that managers listen to the market in making decisions to abandon (or complete) proposed acquisition attempts. The unanswered question, however, is why do managers continue with some value-reducing deals while abandoning others? That is the main question our study aims to answer.</p><p>The beginning of an answer can be seen in the later rows of Table 2. As reported in the second row, the dollar value of CEO ownership of shares is significantly greater in transactions that are abandoned (mean = $487.35 million; median = $10.74 million) than in those that are completed (mean = $98.89 million; median = $8.31 million). Further, and more consequentially, as shown in the third row, the change in the value of the CEO's shares upon announcement of the proposed transaction is also more negative in transactions that are abandoned (mean = −51.76 million; median = −$0.50 million) than in those that are completed (mean = −$5.86 million; median = −$0.42 million). These simple comparisons indicate that, ignoring other factors, the CEOs of acquiring firms are more likely to abandon proposed acquisitions when the proposed transaction means a significant loss in the value of their own financial capital.</p><p>The fourth and fifth rows of the table report our findings for the variables that are meant to capture the role of the media, if any, in this setting. As shown in the fourth row, <i>media attention</i> was far more pronounced in abandoned attempts (mean = 7.51; median = 5.00) than those that were completed (mean = 4.01; median = 3.00), and the differences between the two are highly statistically significant. Greater media coverage of value-reducing acquisition attempts is clearly associated with a greater likelihood of transaction abandonment. The simple comparisons of media tone point in the direction of the media playing a role in shaping perceptions, but, standing alone, they do not appear to be especially powerful. For abandoned attempts, the mean and median media tone are 5.28 and 4.99; for completed attempts the mean and median are 5.17 and 4.96.</p><p>The simple comparisons of Table 2 set the stage for more formal statistical consideration of our propositions. Recall that our propositions are that managers are more likely to abandon value-reducing acquisitions when the gains to the manager for abandonment are larger. The gains come in two forms: recovery of the CEO's financial capital, which we measure as the initial loss in the value of the CEO's shares when the deal is announced; and recovery of the CEO's reputational capital, which we try to capture with the interaction of the announcement period CAR, <i>media attention</i>, and <i>media tone</i>. That is, to the extent that abandonment of the deal recovers value that appears to have been lost because of extensive media coverage—especially coverage with a negative slant—the CEO has more to recover by canceling the transaction.</p><p>We consider these ideas in a step-wise series of tests whose findings are reported in Table 3. Table 3 shows the results of probit analyses where the dependent variable is a 1 or 0 depending upon whether the proposed transaction was abandoned or completed. Each of the estimations includes the variables of primary interest along with a set of control variables that are defined in the Appendix.</p><p>In the first model of the table (whose findings are reported in column 1 of Table 3), we include only the acquirer's announcement period CAR (along with the control variables). As reported in prior studies, the relation between the likelihood of deal abandonment and CAR is negative and highly statistically significant. Thus, the more negative the CAR, the greater the likelihood that the deal will be abandoned. These results are consistent with managers listening to the market. But why do they do so? The subsequent models attempt to address that question.</p><p>The model in column 2 includes the change in the dollar value of the CEO's shares along with the acquirer's announcement period CAR (and the control variables). The coefficient of the dollar value change in the CEO's shares is negative and statistically significant. Thus, as might be expected, CEOs are more likely to abandon proposed acquisitions the greater their financial loss when announcing the deal and, therefore, the greater their hoped-for recovery when abandoning the transaction. At the same time, however, the coefficient of CAR remains statistically significant—and this, in turn, suggests that the CEO's personal financial loss (and hoped-for recovery) is not the only factor that influences his decision to abandon (or complete) the acquisition.</p><p>The models in the remaining columns of the table address the question of whether one of those factors is the CEO's loss of (and hoped-for recovery of) his reputational capital. Model (3) includes the acquirer's CAR, the change in the dollar value of the CEO's shares, <i>media attention</i>, and <i>media attention</i> interacted with CAR (i.e., CAR × <i>media attention</i>). Model (4) includes the acquirer's CAR, the change in the dollar value of the CEO's shares, <i>media tone</i>, and <i>media tone</i> interacted with CAR (along with the control variables).</p><p>In both estimations, the coefficients of the change in the value of the CEO's shares are negative and statistically significant. Further, in model (3) the coefficient of the interaction of CAR with media attention and in model (4) the coefficient of the interaction of CAR with <i>media tone</i> are negative and statistically significant. In neither model is the coefficient of CAR alone statistically significant. In model (3) the coefficient of <i>media attention</i> alone is not statistically significant and in model (4) the coefficient of <i>media tone</i> alone is not statistically significant.</p><p>The importance of this set of results is fourfold. First, the insignificance of CAR alone indicates that it is not just the market reaction to the announcement of the proposed transaction that plays a role in the decision to abandon (or complete) the acquisition. Second, the insignificance of <i>media attention</i> and <i>media tone</i> alone imply that it is not just the level and slant of the media coverage that matter. Third, the significance of the interaction of <i>media attention</i> and <i>media tone</i> with the loss in share value (i.e., the level of the negative CAR) implies that it is the transformation of <i>media attention</i> and <i>media tone</i> into a monetary value that is of consequence in the decision to abandon the proposed acquisition. Fourth, the continued significance of the change in the dollar value of the CEO's shares indicates that the loss in the personal financial value to the CEO plays a role in the abandonment decision. These latter two results are consistent with our proposition that it is the possible recovery of financial and reputational capital that are lost at the initial announcement of the value-reducing acquisition that influences the decision to abandon (or complete) the proposed takeover.</p><p>The final model of Table 3 includes all of the variables in models (1)–(4) along with the interaction of <i>media attention</i> and <i>media tone</i> (i.e., <i>media attention × media tone</i>) and the triple interaction of CAR, <i>media attention</i>, and <i>media tone</i> (i.e., CAR × <i>media attention × media tone</i>). Arguably, it is this model that addresses our propositions in full. As shown in the last column of the table, the coefficient of CAR is not statistically significant, the coefficient of the change in the value of the CEO's shares is negative and statistically significant, the coefficient of the interaction of <i>media attention</i> and <i>media tone</i> is negative and statistically significant, and the coefficient of the 3-way interaction of CAR, media attention and media tone is negative and statistically significant. Simply stated, managers do not listen to the market just because the stock price declined. Rather, the data point to the manager paying attention when he has financial and reputational capital at stake.</p><p>Key to our propositions and our interpretation of the results is that managers expect to recover their losses in financial and reputational capital when value-reducing acquisition attempts are abandoned. To address the reasonability of that expectation, we examine acquirers’ CARs over the 3-day interval surrounding the “Withdrawn Date” (we label this the “Abandonment CAR”).</p><p>We classify the abandonments into three groups based on their initial announcement period CARs. Those with the most negative CARs are in the Low CAR group and those with the least negative CARs are in the High CAR group. We then calculate the average Abandonment CAR for each group.</p><p>For the entire set, the average Abandonment CAR was 2.71%. Thus, at least on average, abandonments of value-reducing acquisition attempts are good news for shareholders and are consistent with CEOs recovering financial and reputational value lost at the time of the initial announcement. More important for our purposes, Abandonment CARs increase in magnitude as we move across groups from the Low to High. For the Low CAR group, the Abandonment CAR is 5.71%; for the Middle CAR group, the Abandonment CAR is 1.65%; and for the High CAR group, it is 0.73%.</p><p>This evidence supports the presumption that the CEO of the acquiring firm can reasonably expect to recover at least part of his losses in stock ownership and reputational capital when abandoning the proposed value-reducing acquisition attempts.</p><p>In 2008, Microsoft launched a bid for Yahoo. On February 1, 2008, the announcement day of the proposed takeover, Microsoft shares fell by 8.4%. Within 7 days, the deal received 62 media reports with 9.02% of the words in the articles carrying a negative tone (in other value-reducing deals in our sample, the averages for these numbers are 4.7 and 5.12%). Steve Balmer, the CEO of Microsoft, owned $13.7 billion worth of Microsoft shares and options. Mr. Ballmer abandoned the deal on May 3, 2008.</p><p>In 2008, HP initiated an attempt to buy Electronic Data System. On the announcement day, May 13, 2008, the company's stock price declined by 8.5%. In contrast with the Microsoft-Yahoo transaction, the HP/EDS deal received only seven news articles within 7 days with 3.74% of the words carrying a negative tone. The CEO of HP, Mark Hurd, owned $26 million worth of HP shares and options. The deal was completed on May 12, 2008.</p><p>Both deals occurred in 2008 within the same sector. Also, the companies are of similar size and both experienced stock price declines of about −8.5% during the 3-day period around the announcement of the proposed takeover. However, there are striking differences with regard to CEO ownership, media attention, and the tone of media coverage. The attempt with more CEO ownership involved, greater media coverage and a more negative tone to that coverage was canceled.</p><p>Prior studies have shown that managers’ decisions to abandon proposed corporate acquisitions are negatively correlated with the stock market reaction to the announcement of the proposed transaction. One interpretation of this result is that managers “listen to the market” when considering whether to complete or abandon proposed acquisitions. The unanswered question is: why do managers listen to the market?</p><p>Part of the answer may be managers’ sense of obligation to their shareholders, along with possible concern about corporate control consequences—including the possibility of being subjected to a takeover offer themselves—of failing to maximize shareholder value. Another part of the answer is their own shareholdings in the firm, and the possibility of recovering the loss in the value of their own financial capital incurred at the announcement. But, in a recently published study whose findings are reviewed in this article, we propose that these are only part of the answer. We propose that managers also have reputational capital at risk, and that the reversal of the acquisition decision may also reverse any loss in that value associated with the announcement of the proposed transaction.</p><p>Using measures of the level and tone of media attention given to the proposed transaction together with the announcement period stock price reaction to such acquisitions (as a proxy for the change in the CEO's reputational capital), we find that this three-way interaction variable is significantly correlated with the likelihood that the proposed acquisitions will be abandoned. We interpret this to mean that managers are sensitive to the stock market reaction to proposed “value-reducing” acquisitions at least in part because of the impact on their reputational capital. In short, it appears to be CEOs’ concerns about the effects of value-reducing acquisitions on both their financial and reputational capital that induces them to listen to the market.</p>","PeriodicalId":0,"journal":{"name":"","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jacf.12545","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/jacf.12545","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract

Do the media play a role in corporate governance and, if so, how? Those questions are broad and their answers have broad implications. This is especially so in countries such as the U.S. that are characterized by a free and vigorous business press. By corporate governance, we mean the traditional role of corporate governance in monitoring corporate management to ensure that top managers act in shareholders’ interests. So the questions are whether this active media coverage plays a role in guiding corporate managers to act in shareholders’ interests and, if so, how do they do it.

Academic studies have proposed that the media can play such a role by influencing the value of top managers’ reputational capital.1 In this framework, a manager's reputational capital is viewed as the present value of his future wages and employment opportunities.2 The media are said to affect such values by reporting on managers’ actions and by shaping perceptions of those actions. And to the extent that they influence managers’ reputational capital, the media can play a role in guiding managers’ actions. Whether they do so—and whether they do so in ways that are in shareholders’ interests—are open questions. We address those questions in one specific set of circumstances: namely, when would-be acquirers are considering whether to carry out or abandon acquisition attempts that the market perceives as “value-reducing.”

Several prior studies have reported that would-be acquirers are significantly more likely to abandon takeover attempts when the market responds to the announcement of the proposed acquisition with a downward revision of the potential acquirer's stock price. A common interpretation of this finding is that “managers listen to the market.” But this begs the question: why do managers listen to the market?

Our answer to that question is that acquirers’ top managers—their CEOs—have two sets of skin in the game. First, and perhaps obviously, the CEO owns stock in the acquiring company. Call this his financial capital. To the extent that cancellation of a proposed “value-reducing” takeover results in recovery of the announcement period stock price decline and the CEO owns shares in the company, the CEO stands to gain from that price recovery.

Second, we propose that the CEO stands to gain from the recovery of his personal reputational capital that may also have been diminished as a result of the market's perception that the announced takeover attempt is value-destroying. The media influence the CEO's reputational capital by interpreting and disseminating information about the CEO's acquisition decisions. The worse the tone of the media coverage and the broader its dissemination, the greater the negative impact on the CEO's reputational capital. To the extent that the CEO's reputational capital has been diminished by media coverage of the takeover attempt, abandonment of that attempt may be associated with a recovery of that loss.

There are at least three testable predictions that follow from this reasoning. First, the greater the dollar amount of the CEO's ownership of the shares of the acquirer, the more likely the CEO is to abandon a value-reducing acquisition attempt. Second, the broader the media coverage of the takeover attempt, the more likely the takeover is to be abandoned. Third, the broader the media coverage of the takeover attempt in combination with a more negative tone, the more likely the takeover attempt is to be abandoned. It is this last prediction that lies at the heart of our proposals. It is this interaction of the breadth and tone of media coverage that influences managerial reputational capital.

All of these predictions depend, of course, on the expectation that abandonment of the value-reducing acquisition attempt will be associated with a recovery of whatever financial and reputational capital are lost at the announcement of the value-reducing attempt and the associated media coverage.

In a study whose findings are reported in an article recently published in the Journal of Financial Economics, we tested these three predictions by analyzing 636 acquisition attempts by U.S. public companies during the period of 1990–2010. Each of the deals had a proposed transaction value of at least $100 million, and each experienced a negative stock market reaction at its initial announcement.

Consistent with our propositions, we find that the greater the dollar value of the loss experienced by the CEO through his ownership of the acquirer's shares, and therefore the greater his hoped-for recovery in the event of deal abandonment, the greater is the likelihood of abandonment. We further find that such acquisition attempts are more likely to be abandoned the more negative the tone of the media coverage of the proposed transaction and the broader that coverage.

A further feature that distinguishes our statistical analysis from prior studies of abandoned takeover attempts is that when we take account of the CEO's loss in share value and our proxy for his loss of reputational capital in our statistical models, the decline in share price alone is no longer a statistically significant predictor of the likelihood of acquisition abandonment. The implication is that potential acquirers abandon value-reducing acquisition attempts when it is in the managers’ interests to do so. That is, managers listen to the market when it is in their self-interest to do so. The further implication is that the media can and do play a role in corporate governance by influencing the value of managers’ human capital.

Keep in mind that each of these predictions is predicated on managers’ expectation that the reversal of their decisions to undertake the acquisition will be associated with at least some recovery of whatever monetary and reputational capital were lost at the announcement. Thus, to round out our analysis, we examined the stock prices of acquirers around the public announcements of cancellations of value-reducing takeover attempts. We find that announcements of cancellations of value-reducing acquisition attempts are accompanied by positive average stock price reactions. What's more, the price response tends to be more positive, the more negative the stock price response at the initial announcement. This evidence supports the proposition that managers can and do recover value, both monetarily and reputationally, when value-reducing acquisition attempts are abandoned.

A number of studies have reported finding that the likelihood of an acquisition attempt being abandoned is greater the more negative the stock price reaction of the potential acquirer at the initial announcement of the attempt.3 This evidence has been interpreted to mean that “managers listen to the market” when considering abandonment (or completion) of takeover opportunities.

But a more careful interpretation of this evidence is that managers sometimes listen to the market. After all, not all acquisition attempts that receive a negative market response are abandoned. Many studies have suggested that managers receive certain observable and unobservable benefits from acquisitions, many of which may be the result of managing a larger enterprise.4 If such benefits are significant, the question then becomes: why do managers ever abandon proposed acquisitions? We propose that they do so because they have both financial and reputational capital at stake. Thus, our working hypothesis is that managers listen to the market when the benefits of abandoning the acquisition outweigh the benefits of completing it.

More specifically, we propose that there are two main benefits of abandoning value-reducing acquisitions, and both relate to recovery of value lost (and the additional value that could be lost) if the deal goes forward.

First, to the extent that the CEO owns shares in his company, those shares will have declined in value when the stock price declined at the initial announcement. To the extent that abandonment of the attempt is associated with recovery of that stock price decline, the CEO can expect, or hope, to recover some or all of that value if the attempt is abandoned.

Second, to extent that the stock price declined at the announcement of the attempt, the CEO may also have lost reputational capital in the form of the labor market's perception of his abilities as a manager. If so, the CEO may also be able to recover some or all of that loss should the attempt be abandoned. But one of the main challenges in designing our study was how to measure the loss and, thereby, the potential recovery of that reputational capital.

That is where the media enter the picture. Media coverage, both in the breadth and the tone of the coverage, can be considered as a source of reputational value lost—and therefore potentially recovered.

As mentioned earlier, studies starting with Luigi Zingales (2000) have argued that the media can and do play a role in corporate governance. Dyck et al. (2008) built upon that observation by making the connection between corporate governance and the media both more specific and more general. They set forth a model in which top corporate managers have human capital at risk in making corporate decisions. Their human capital as managers is the present value of their future wages and employment opportunities as managers. These wages and opportunities lie in the realm of the managerial labor market. To the extent that the managerial labor market is informed by the media about corporate (i.e., a given CEO's) actions, media coverage has the potential to influence the CEO's actions by influencing the CEO's future opportunities in the managerial labor market. And in this sense, the media, by shaping perceptions of corporate events through the tone and extent of that coverage, can serve as a monitor of corporate activities and play a role in corporate governance.

With this thinking in mind, we used value-reducing acquisition attempts as the laboratory to study whether the media play a role in corporate governance.

To identify the acquisition attempts used in our analysis, we obtained a set of 636 proposed acquisitions by 537 publicly traded U.S. companies during the period of 1990–2010. Each proposed transaction had a value of at least $100 million and, at the announcement of the transaction, the acquiring firm's cumulative abnormal stock return (CAR) was negative. This announcement period CAR was measured as the sum of the differences between the acquiring firm's daily stock returns and the CRSP value-weighted market returns over the 3-day interval surrounding the announcement of the proposed acquisition. This sample and the announcement dates of the proposed transactions are from the Thomson Financial Securities Data Company's (SDC) US Mergers and Acquisitions database. To our knowledge, the set of acquisitions used in our analysis includes all takeover attempts that meet our criteria.

Panel A of Table 1 (column 2) gives the time series of the value-reducing acquisition attempts. By far the largest number of such attempts took place in 2000, when there were 67. The year in our sample with the fewest such attempts was 1991, when there were just seven. Abandoned attempts (as reported in column 3) also varied considerably over time, with none in 1991 and a high of 14 in 1996. In total, 19% of the takeover attempts with negative announcement period CARs were abandoned. Interestingly, the percentage of abandoned attempts is more evenly distributed across our sample period than is the number of such attempts. Nonetheless, none of the seven value-reducing acquisitions in 1991 and the 20 such attempts in 2009 was abandoned.

Panel B of Table 1 gives the industry classifications of the industries with the greatest representation of value-reducing acquisition attempts where industry is based on the potential acquirer's primary two-digit SIC code. In total, acquirers come from 51 different two-digit SIC industries. Not surprisingly, Business Services, which encompasses the largest number of firms in general, also had the greatest representation among value-reducing attempts, with 131. As shown in the last column of Panel B, however, the percentage of attempts that are abandoned is much more evenly distributed across industries than is the number of attempts.

The variables of primary interest to us are the following two: (1) the change in the dollar value of the CEO's shares upon announcement of the proposed transaction; and (2) the extent and tone of the media coverage given to the takeover attempt. For each abandoned acquisition attempt, we gathered CEO stock ownership from ExecuComp. We measured the change in the value of the CEO's ownership as the number of his shares times the acquirer's announcement period CAR.

We measured the breadth of the media coverage given to each acquisition attempt by counting the number of transaction-specific news stories that appeared in the Wall Street Journal (WSJ), the New York Times (NYT), and the Dow Jones News Service (DJNS) over the ten calendar days beginning with the announcement day of the proposed transaction. We labeled this variable media attention.

We measured the tone of media coverage given to each acquisition attempt by calculating the number of “negative” words divided by the number of total words in transaction-specific news stories.5 We called this variable media tone.

Table 2 sets forth some preliminary statistics regarding our key variables. Each of these simple comparisons is consistent with our propositions, but it will be the interactions of these variables, as reported later in Table 3, that provide a robust formal test. As shown in the first row of Table 2, and consistent with prior studies, both the mean and median announcement period CARs are more negative for the proposed transactions that are eventually abandoned (mean = −8.73%; median = −6.77%) than for those that are completed (mean = −7.55%; median = −5.72%). These results, as already noted, are consistent with the idea that managers listen to the market in making decisions to abandon (or complete) proposed acquisition attempts. The unanswered question, however, is why do managers continue with some value-reducing deals while abandoning others? That is the main question our study aims to answer.

The beginning of an answer can be seen in the later rows of Table 2. As reported in the second row, the dollar value of CEO ownership of shares is significantly greater in transactions that are abandoned (mean = $487.35 million; median = $10.74 million) than in those that are completed (mean = $98.89 million; median = $8.31 million). Further, and more consequentially, as shown in the third row, the change in the value of the CEO's shares upon announcement of the proposed transaction is also more negative in transactions that are abandoned (mean = −51.76 million; median = −$0.50 million) than in those that are completed (mean = −$5.86 million; median = −$0.42 million). These simple comparisons indicate that, ignoring other factors, the CEOs of acquiring firms are more likely to abandon proposed acquisitions when the proposed transaction means a significant loss in the value of their own financial capital.

The fourth and fifth rows of the table report our findings for the variables that are meant to capture the role of the media, if any, in this setting. As shown in the fourth row, media attention was far more pronounced in abandoned attempts (mean = 7.51; median = 5.00) than those that were completed (mean = 4.01; median = 3.00), and the differences between the two are highly statistically significant. Greater media coverage of value-reducing acquisition attempts is clearly associated with a greater likelihood of transaction abandonment. The simple comparisons of media tone point in the direction of the media playing a role in shaping perceptions, but, standing alone, they do not appear to be especially powerful. For abandoned attempts, the mean and median media tone are 5.28 and 4.99; for completed attempts the mean and median are 5.17 and 4.96.

The simple comparisons of Table 2 set the stage for more formal statistical consideration of our propositions. Recall that our propositions are that managers are more likely to abandon value-reducing acquisitions when the gains to the manager for abandonment are larger. The gains come in two forms: recovery of the CEO's financial capital, which we measure as the initial loss in the value of the CEO's shares when the deal is announced; and recovery of the CEO's reputational capital, which we try to capture with the interaction of the announcement period CAR, media attention, and media tone. That is, to the extent that abandonment of the deal recovers value that appears to have been lost because of extensive media coverage—especially coverage with a negative slant—the CEO has more to recover by canceling the transaction.

We consider these ideas in a step-wise series of tests whose findings are reported in Table 3. Table 3 shows the results of probit analyses where the dependent variable is a 1 or 0 depending upon whether the proposed transaction was abandoned or completed. Each of the estimations includes the variables of primary interest along with a set of control variables that are defined in the Appendix.

In the first model of the table (whose findings are reported in column 1 of Table 3), we include only the acquirer's announcement period CAR (along with the control variables). As reported in prior studies, the relation between the likelihood of deal abandonment and CAR is negative and highly statistically significant. Thus, the more negative the CAR, the greater the likelihood that the deal will be abandoned. These results are consistent with managers listening to the market. But why do they do so? The subsequent models attempt to address that question.

The model in column 2 includes the change in the dollar value of the CEO's shares along with the acquirer's announcement period CAR (and the control variables). The coefficient of the dollar value change in the CEO's shares is negative and statistically significant. Thus, as might be expected, CEOs are more likely to abandon proposed acquisitions the greater their financial loss when announcing the deal and, therefore, the greater their hoped-for recovery when abandoning the transaction. At the same time, however, the coefficient of CAR remains statistically significant—and this, in turn, suggests that the CEO's personal financial loss (and hoped-for recovery) is not the only factor that influences his decision to abandon (or complete) the acquisition.

The models in the remaining columns of the table address the question of whether one of those factors is the CEO's loss of (and hoped-for recovery of) his reputational capital. Model (3) includes the acquirer's CAR, the change in the dollar value of the CEO's shares, media attention, and media attention interacted with CAR (i.e., CAR × media attention). Model (4) includes the acquirer's CAR, the change in the dollar value of the CEO's shares, media tone, and media tone interacted with CAR (along with the control variables).

In both estimations, the coefficients of the change in the value of the CEO's shares are negative and statistically significant. Further, in model (3) the coefficient of the interaction of CAR with media attention and in model (4) the coefficient of the interaction of CAR with media tone are negative and statistically significant. In neither model is the coefficient of CAR alone statistically significant. In model (3) the coefficient of media attention alone is not statistically significant and in model (4) the coefficient of media tone alone is not statistically significant.

The importance of this set of results is fourfold. First, the insignificance of CAR alone indicates that it is not just the market reaction to the announcement of the proposed transaction that plays a role in the decision to abandon (or complete) the acquisition. Second, the insignificance of media attention and media tone alone imply that it is not just the level and slant of the media coverage that matter. Third, the significance of the interaction of media attention and media tone with the loss in share value (i.e., the level of the negative CAR) implies that it is the transformation of media attention and media tone into a monetary value that is of consequence in the decision to abandon the proposed acquisition. Fourth, the continued significance of the change in the dollar value of the CEO's shares indicates that the loss in the personal financial value to the CEO plays a role in the abandonment decision. These latter two results are consistent with our proposition that it is the possible recovery of financial and reputational capital that are lost at the initial announcement of the value-reducing acquisition that influences the decision to abandon (or complete) the proposed takeover.

The final model of Table 3 includes all of the variables in models (1)–(4) along with the interaction of media attention and media tone (i.e., media attention × media tone) and the triple interaction of CAR, media attention, and media tone (i.e., CAR × media attention × media tone). Arguably, it is this model that addresses our propositions in full. As shown in the last column of the table, the coefficient of CAR is not statistically significant, the coefficient of the change in the value of the CEO's shares is negative and statistically significant, the coefficient of the interaction of media attention and media tone is negative and statistically significant, and the coefficient of the 3-way interaction of CAR, media attention and media tone is negative and statistically significant. Simply stated, managers do not listen to the market just because the stock price declined. Rather, the data point to the manager paying attention when he has financial and reputational capital at stake.

Key to our propositions and our interpretation of the results is that managers expect to recover their losses in financial and reputational capital when value-reducing acquisition attempts are abandoned. To address the reasonability of that expectation, we examine acquirers’ CARs over the 3-day interval surrounding the “Withdrawn Date” (we label this the “Abandonment CAR”).

We classify the abandonments into three groups based on their initial announcement period CARs. Those with the most negative CARs are in the Low CAR group and those with the least negative CARs are in the High CAR group. We then calculate the average Abandonment CAR for each group.

For the entire set, the average Abandonment CAR was 2.71%. Thus, at least on average, abandonments of value-reducing acquisition attempts are good news for shareholders and are consistent with CEOs recovering financial and reputational value lost at the time of the initial announcement. More important for our purposes, Abandonment CARs increase in magnitude as we move across groups from the Low to High. For the Low CAR group, the Abandonment CAR is 5.71%; for the Middle CAR group, the Abandonment CAR is 1.65%; and for the High CAR group, it is 0.73%.

This evidence supports the presumption that the CEO of the acquiring firm can reasonably expect to recover at least part of his losses in stock ownership and reputational capital when abandoning the proposed value-reducing acquisition attempts.

In 2008, Microsoft launched a bid for Yahoo. On February 1, 2008, the announcement day of the proposed takeover, Microsoft shares fell by 8.4%. Within 7 days, the deal received 62 media reports with 9.02% of the words in the articles carrying a negative tone (in other value-reducing deals in our sample, the averages for these numbers are 4.7 and 5.12%). Steve Balmer, the CEO of Microsoft, owned $13.7 billion worth of Microsoft shares and options. Mr. Ballmer abandoned the deal on May 3, 2008.

In 2008, HP initiated an attempt to buy Electronic Data System. On the announcement day, May 13, 2008, the company's stock price declined by 8.5%. In contrast with the Microsoft-Yahoo transaction, the HP/EDS deal received only seven news articles within 7 days with 3.74% of the words carrying a negative tone. The CEO of HP, Mark Hurd, owned $26 million worth of HP shares and options. The deal was completed on May 12, 2008.

Both deals occurred in 2008 within the same sector. Also, the companies are of similar size and both experienced stock price declines of about −8.5% during the 3-day period around the announcement of the proposed takeover. However, there are striking differences with regard to CEO ownership, media attention, and the tone of media coverage. The attempt with more CEO ownership involved, greater media coverage and a more negative tone to that coverage was canceled.

Prior studies have shown that managers’ decisions to abandon proposed corporate acquisitions are negatively correlated with the stock market reaction to the announcement of the proposed transaction. One interpretation of this result is that managers “listen to the market” when considering whether to complete or abandon proposed acquisitions. The unanswered question is: why do managers listen to the market?

Part of the answer may be managers’ sense of obligation to their shareholders, along with possible concern about corporate control consequences—including the possibility of being subjected to a takeover offer themselves—of failing to maximize shareholder value. Another part of the answer is their own shareholdings in the firm, and the possibility of recovering the loss in the value of their own financial capital incurred at the announcement. But, in a recently published study whose findings are reviewed in this article, we propose that these are only part of the answer. We propose that managers also have reputational capital at risk, and that the reversal of the acquisition decision may also reverse any loss in that value associated with the announcement of the proposed transaction.

Using measures of the level and tone of media attention given to the proposed transaction together with the announcement period stock price reaction to such acquisitions (as a proxy for the change in the CEO's reputational capital), we find that this three-way interaction variable is significantly correlated with the likelihood that the proposed acquisitions will be abandoned. We interpret this to mean that managers are sensitive to the stock market reaction to proposed “value-reducing” acquisitions at least in part because of the impact on their reputational capital. In short, it appears to be CEOs’ concerns about the effects of value-reducing acquisitions on both their financial and reputational capital that induces them to listen to the market.

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CEO、放弃收购和媒体
媒体在公司治理中发挥作用吗?如果是,如何发挥作用?这些问题涉及面很广,其答案具有广泛的含义。尤其是在像美国这样以自由和充满活力的商业媒体为特征的国家。我们所说的公司治理,是指公司治理在监督公司管理以确保最高管理者为股东利益行事方面的传统作用。因此,问题是,这种积极的媒体报道是否在引导企业管理者为股东利益行事方面发挥了作用,如果是,他们如何做到这一点。学术研究表明,媒体可以通过影响高管声誉资本的价值来发挥这一作用。1在这个框架下,经理的声誉资本被视为其未来工资和就业机会的现值。2据说媒体通过报道经理的行为和塑造对这些行为的看法来影响这些价值。在一定程度上影响管理者的声誉资本,媒体可以在指导管理者的行动方面发挥作用。他们是否这样做,以及是否以符合股东利益的方式这样做,都是悬而未决的问题。我们在一组特定的情况下解决这些问题:即,当潜在收购方考虑是否进行或放弃市场认为“价值降低”的收购尝试时。“之前的几项研究报告称,当市场对拟议收购的宣布做出回应,下调潜在收购方的股价时,潜在收购方更有可能放弃收购尝试。对这一发现的一个常见解释是“管理者倾听市场。”但这引出了一个问题:管理者为什么要倾听市场?我们对这个问题的回答是,收购方的高层管理人员——他们的首席执行官——在游戏中有两套皮肤。首先,也许很明显,首席执行官拥有收购公司的股票。这就是他的财政资本。如果取消拟议的“降价”收购导致公告期股价下跌的恢复,并且首席执行官拥有公司股份,首席执行官将从价格恢复中获益。其次,我们建议首席执行官将从其个人声誉资本的回收中获益,而由于市场认为宣布的收购企图正在破坏价值,他的个人声誉资本也可能减少。媒体通过解释和传播有关CEO收购决策的信息来影响CEO的声誉资本。媒体报道的基调越差,传播范围越广,对首席执行官声誉资本的负面影响就越大。如果首席执行官的声誉资本因媒体对收购企图的报道而减少,那么放弃收购企图可能与弥补损失有关。根据这一推理,至少有三个可测试的预测。首先,CEO对收购方股份的所有权金额越大,CEO就越有可能放弃降低价值的收购尝试。其次,媒体对收购企图的报道范围越广,放弃收购的可能性就越大。第三,媒体对收购尝试的报道范围越广,再加上更负面的语气,收购尝试被放弃的可能性就越大。正是这最后一项预测是我们各项建议的核心。正是这种媒体报道的广度和基调的互动影响了管理声誉资本。当然,所有这些预测都取决于这样一种预期,即放弃价值降低收购尝试将与收回在宣布价值降低尝试和相关媒体报道时损失的任何财务和声誉资本有关。在最近发表在《金融经济学杂志》上的一篇文章中报道了一项研究的结果,我们通过分析1990-2010年期间美国上市公司的636次收购尝试来检验这三个预测。每一笔交易的拟议交易价值至少为1亿美元,每一笔在最初宣布时都经历了负面的股市反应。与我们的主张一致,我们发现首席执行官通过持有收购方股票而遭受的损失的美元价值越大,因此,在放弃交易的情况下,他希望收回的金额越大,放弃的可能性就越大。我们进一步发现,媒体对拟议交易的报道越负面,报道范围越广,这种收购尝试就越有可能被放弃。 我们的统计分析与之前对放弃收购尝试的研究不同的另一个特点是,当我们在统计模型中考虑首席执行官的股票价值损失和我们对其声誉资本损失的代理时,股价下跌本身不再是放弃收购可能性的统计显著预测因素。这意味着潜在的收购方在符合管理者利益的情况下放弃了降低价值的收购尝试。也就是说,当符合管理者自身利益时,管理者会倾听市场的声音。进一步的含义是,媒体可以而且确实通过影响管理者人力资本的价值在公司治理中发挥作用。请记住,这些预测中的每一个都是基于经理们的预期,即他们进行收购的决定的逆转将至少与宣布时损失的货币和声誉资本的一些恢复有关。因此,为了完善我们的分析,我们研究了收购方在公开宣布取消价值降低的收购尝试前后的股价。我们发现,在宣布取消价值降低收购尝试的同时,平均股价也出现了积极的反应。更重要的是,价格反应往往更积极,股价在最初宣布时的反应越消极。这一证据支持了这样一种观点,即当降低价值的收购尝试被放弃时,管理者可以而且确实可以从金钱和声誉上恢复价值。许多研究报告发现,潜在收购方在最初宣布收购尝试时的股价反应越负面,放弃收购尝试的可能性就越大。3这一证据被解释为,在考虑放弃(或完成)收购机会时,“管理者倾听市场”。但对这些证据的一个更仔细的解释是,管理者有时会听取市场的意见。毕竟,并非所有获得负面市场反应的收购尝试都会被放弃。许多研究表明,管理者从收购中获得了某些可观察和不可观察的利益,其中许多可能是管理一个更大企业的结果。4如果这些利益是显著的,那么问题就变成了:为什么管理者会放弃拟议的收购?我们建议他们这样做是因为他们的财务和声誉资本都处于危险之中。因此,我们的工作假设是,当放弃收购的好处超过完成收购的好处时,管理者会听取市场的意见。更具体地说,我们提出放弃降低价值的收购有两个主要好处,如果交易继续进行,这两个好处都与收回损失的价值(以及可能损失的额外价值)有关。首先,就首席执行官拥有其公司股份的程度而言,当最初宣布股价下跌时,这些股份的价值就会下跌。在某种程度上,放弃尝试与股价下跌的恢复有关,如果放弃尝试,首席执行官可以期望或希望恢复部分或全部价值。其次,在宣布这一尝试时股价下跌的程度上,首席执行官可能也失去了声誉资本,这表现在劳动力市场对他作为经理能力的认知上。如果是这样的话,如果放弃尝试,首席执行官也可能能够收回部分或全部损失。但设计我们的研究的主要挑战之一是如何衡量损失,从而衡量声誉资本的潜在回收。这就是媒体进入画面的地方。媒体报道,无论是在广度还是语气上,都可以被视为声誉价值损失的来源,因此有可能恢复。如前所述,从Luigi Zingales(2000)开始的研究表明,媒体可以而且确实在公司治理中发挥作用。Dyck等人。(2008)在这一观察的基础上,使公司治理与媒体之间的联系更加具体和普遍。他们提出了一个模型,在这个模型中,顶级企业经理在做出企业决策时有人力资本处于风险之中。他们作为管理者的人力资本是他们未来工资和作为管理者就业机会的现值。这些工资和机会属于管理劳动力市场。在某种程度上,管理层劳动力市场是由媒体了解公司(即某位CEO)的行为的,媒体报道有可能通过影响CEO在管理层劳动市场的未来机会来影响CEO的行为。 此外,更重要的是,如第三行所示,在宣布拟议交易时,首席执行官股票价值的变化在被放弃的交易中(平均值=−5176万美元;中位数=−50万美元)也比完成的交易(平均值=−586万美元;中位值=−42万美元)更为负面。这些简单的比较表明,忽略其他因素,当拟议的交易意味着他们自己的金融资本价值发生重大损失时,收购公司的首席执行官更有可能放弃拟议的收购。表格的第四行和第五行报告了我们对变量的发现,这些变量旨在捕捉媒体在这种情况下的作用(如果有的话)。如第四行所示,媒体的关注在放弃的尝试中(平均值=7.51;中位数=5.00)比完成的尝试(平均值=4.01;中位数=3.00)要明显得多,两者之间的差异具有高度统计学意义。媒体对降低价值的收购尝试的报道越多,交易放弃的可能性就越大。媒体语气的简单比较指向了媒体在塑造认知方面发挥作用的方向,但单独来看,它们似乎并不特别强大。对于放弃的尝试,媒体语气的平均值和中值分别为5.28和4.99;对于已完成的尝试,平均值和中位数分别为5.17和4.96。表2的简单比较为我们的命题提供了更正式的统计考虑。回想一下,我们的主张是,当经理因放弃而获得的收益更大时,经理更有可能放弃价值降低的收购。收益有两种形式:收回首席执行官的财务资本,我们将其衡量为交易宣布时首席执行官股票价值的初始损失;以及首席执行官声誉资本的回收,我们试图通过公告期CAR、媒体关注度和媒体语气的互动来捕捉这一点。也就是说,在某种程度上,放弃交易可以恢复由于媒体的广泛报道——尤其是负面报道——而失去的价值,首席执行官可以通过取消交易来恢复更多。我们在一系列循序渐进的测试中考虑了这些想法,其结果如表3所示。表3显示了probit分析的结果,其中因变量是1或0,这取决于拟议交易是被放弃还是完成。每个估计都包括主要利益的变量以及附录中定义的一组控制变量。在表的第一个模型中(其结果在表3的第1列中报告),我们只包括收购方的公告期CAR(以及控制变量)。如先前研究所述,放弃交易的可能性与CAR之间的关系是负的,具有高度统计学意义。因此,CAR越负,该协议被放弃的可能性就越大。这些结果与经理们倾听市场的声音是一致的。但他们为什么这么做呢?随后的模型试图解决这个问题。第2列中的模型包括CEO股票的美元价值变化以及收购方的公告期CAR(和控制变量)。首席执行官股票的美元价值变化系数为负值,具有统计学意义。因此,正如预期的那样,首席执行官在宣布交易时的财务损失越大,就越有可能放弃拟议的收购,因此,在放弃交易时,他们希望的复苏也就越大。然而,与此同时,CAR系数在统计上仍然很显著,这反过来表明,首席执行官的个人财务损失(以及希望恢复的损失)并不是影响他放弃(或完成)收购决定的唯一因素。该表其余几列中的模型解决了一个问题,即这些因素之一是否是首席执行官失去(并希望恢复)其声誉资本。模型(3)包括收购方的CAR、CEO股票美元价值的变化、媒体关注以及与CAR互动的媒体关注(即CAR×媒体关注)。模型(4)包括收购方的CAR、CEO股票美元价值的变化、媒体语气、与CAR交互的媒体语气(以及控制变量)。在这两个估计中,CEO股票价值变化的系数都是负的,具有统计学意义。此外,在模型(3)中,CAR与媒体注意力的相互作用系数和在模型(4)中,CAR与媒体语气的相互作用的系数是负的,并且具有统计学意义。在这两个模型中,CAR系数本身在统计学上都不显著。 然而,在首席执行官的所有权、媒体关注度和媒体报道的基调方面存在显著差异。更多CEO所有权参与、更多媒体报道和更负面的报道被取消。先前的研究表明,经理人放弃拟议公司收购的决定与股票市场对拟议交易公告的反应呈负相关。对这一结果的一种解释是,经理们在考虑是否完成或放弃拟议收购时“倾听市场”。一个没有答案的问题是:为什么经理人要听从市场的意见?部分原因可能是管理者对股东的义务感,以及对公司控制权后果的担忧,包括他们自己可能受到收购要约的影响,即未能实现股东价值的最大化。答案的另一部分是他们自己在公司的持股,以及从公告中产生的财务资本价值中弥补损失的可能性。但是,在最近发表的一项研究中,我们认为这些只是答案的一部分。我们建议,管理者也有信誉资本面临风险,收购决定的撤销也可能会逆转与拟议交易公告相关的任何价值损失。通过衡量媒体对拟议交易的关注程度和基调,以及公告期股价对此类收购的反应(作为首席执行官声誉资本变化的指标),我们发现这一三方互动变量与拟议收购被放弃的可能性显著相关。我们将其解释为,经理们对拟议的“降低价值”收购的股市反应很敏感,至少部分原因是这对他们的声誉资本产生了影响。简言之,似乎是首席执行官们对降低价值的收购对其财务和声誉资本的影响的担忧促使他们倾听市场。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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