Did Robert Bork Understate the Competitive Impact of ... · determining which horizontal mergers...

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S67 [ Journal of Law and Economics, vol. 57 (August 2014)] © 2014 by e University of Chicago. All rights reserved. 0022-2186/2014/5703-0028$10.00 Did Robert Bork Understate the Competitive Impact of Mergers? Evidence from Consummated Mergers Orley Ashenfelter    Princeton University Daniel Hosken    U.S. Federal Trade Commission Matthew Weinberg    Drexel University Abstract In e Antitrust Paradox, Robert Bork viewed most mergers as either com- petitively neutral or efficiency enhancing. In his view, only mergers creating a dominant firm or monopoly were likely to harm consumers. Bork was especially skeptical of oligopoly concerns resulting from mergers. In this paper, we provide a critique of Bork’s views on merger policy from e Antitrust Paradox. Many of Bork’s recommendations have been implemented over time and have improved merger analysis. Bork’s proposed horizontal merger policy, however, was too permissive. In particular, the empirical record shows that mergers in oligopolis- tic markets can raise consumer prices. 1. Introduction Merger enforcement by the U.S. Department of Justice (DOJ) and the U.S. Fed- eral Trade Commission (FTC) was extremely aggressive in the 1950s, 1960s, and early 1970s. In e Antitrust Paradox (Bork 1978), Robert Bork argued that U.S. courts and antitrust enforcers of this era were concerned about the consolidation of economic decision making into the hands of a relatively small number of cor- porations and the corresponding decline in the economic importance of small independent businesses (Bork 1978, pp. 202–5). As a result, U.S. merger policy was focused on maintaining low levels of market concentration rather than on determining how specific mergers would change the competitive environment in a market. While courts sometimes acknowledged that mergers could generate ef- ficiencies, efficiencies were not seen as being sufficient to overturn the competi- e views expressed in this article are those of the authors and do not necessarily represent those of the Federal Trade Commission. We would like to thank Pauline Ippolito, Paul Pautler, the editors, and a referee for helpful comments. This content downloaded from 140.180.247.052 on May 31, 2019 09:30:10 AM All use subject to University of Chicago Press Terms and Conditions (http://www.journals.uchicago.edu/t-and-c).

Transcript of Did Robert Bork Understate the Competitive Impact of ... · determining which horizontal mergers...

  • S67

    [ Journal of Law and Economics, vol. 57 (August 2014)]© 2014 by The University of Chicago. All rights reserved. 0022-2186/2014/5703-0028$10.00

    Did Robert Bork Understate the Competitive Impact of Mergers? Evidence from

    Consummated Mergers

    Orley Ashenfelter    Princeton UniversityDaniel Hosken    U.S. Federal Trade Commission

    Matthew Weinberg    Drexel University

    Abstract

    In The Antitrust Paradox, Robert Bork viewed most mergers as either com-petitively neutral or efficiency enhancing. In his view, only mergers creating a dominant firm or monopoly were likely to harm consumers. Bork was especially skeptical of oligopoly concerns resulting from mergers. In this paper, we provide a critique of Bork’s views on merger policy from The Antitrust Paradox. Many of Bork’s recommendations have been implemented over time and have improved merger analysis. Bork’s proposed horizontal merger policy, however, was too permissive. In particular, the empirical record shows that mergers in oligopolis-tic markets can raise consumer prices.

    1. Introduction

    Merger enforcement by the U.S. Department of Justice (DOJ) and the U.S. Fed-eral Trade Commission (FTC) was extremely aggressive in the 1950s, 1960s, and early 1970s. In The Antitrust Paradox (Bork 1978), Robert Bork argued that U.S. courts and antitrust enforcers of this era were concerned about the consolidation of economic decision making into the hands of a relatively small number of cor-porations and the corresponding decline in the economic importance of small independent businesses (Bork 1978, pp. 202–5). As a result, U.S. merger policy was focused on maintaining low levels of market concentration rather than on determining how specific mergers would change the competitive environment in a market. While courts sometimes acknowledged that mergers could generate ef-ficiencies, efficiencies were not seen as being sufficient to overturn the competi-

    The views expressed in this article are those of the authors and do not necessarily represent those of the Federal Trade Commission. We would like to thank Pauline Ippolito, Paul Pautler, the editors, and a referee for helpful comments.

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    tive concerns caused by increased market concentration.1 Moreover, during this time period, the government was remarkably successful in challenging mergers. In United States v. Von’s Grocery Co. (384 U.S. 270 [1966]), the Supreme Court affirmed the FTC’s decision to challenge the merger of two Los Angeles grocery retailers with a combined market share of only 7.5 percent. In summarizing the (then) Supreme Court’s view of horizontal merger policy, Justice Potter Stewart wrote in his dissent to Von’s Grocery that “[t]he sole consistency that I can find is that in litigation under Section 7, the Government always wins” (384 U.S. 301).

    By the late 1980s, the burden of proof required of the U.S. antitrust agencies to challenge horizontal mergers had dramatically increased.2 Establishing that a merger would increase market concentration in a well-defined market became the starting place for horizontal merger analysis rather than the end point. To successfully challenge a merger, the government was required to provide the Court with an economic theory that described how the transaction at issue would harm competition and extensive evidence supporting its theory. In addition, the government was now forced to show that market forces, such as expansion by rivals or the entry of new firms, would not be sufficient to maintain competition following a potentially anticompetitive merger. Finally, beginning with the 1984 revision of the Merger Guidelines (U.S. Department of Justice 1984), the U.S. an-titrust agencies formally acknowledged that mergers can generate important eco-nomic efficiencies. While the burden was on the merging parties to show that reductions in marginal costs resulting from the merger would offset the merged firms’ incentive to increase price, the government was now required to rebut an efficiency defense.

    This increase in the evidentiary burden placed on the government has substan-tially limited its ability to challenge horizontal mergers. A series of major govern-ment losses of merger cases has led some scholars to conclude that the burden placed on the government is now too severe (Baker and Shapiro 2009). The gov-ernment no longer always wins.

    Bork’s The Antitrust Paradox played an important role in moving horizon-tal merger policy from its strict emphasis on market concentration to its cur-rent application as seen in both the modern case law and the Horizontal Merger Guidelines. In The Antitrust Paradox, Bork challenges the logic underlying many prominent merger decisions and more generally, the (then) commonly held be-liefs underlying merger policy. He felt that most mergers were either competi-tively neutral or undertaken to generate economic efficiencies. Because mergers were frequently socially beneficial, Bork believed that merger policy should be much more permissive than it was in the 1960s and 1970s. While he conceded that some mergers could generate market power, Bork believed those problem-

    1 For example, the Supreme Court majority opinion in Federal Trade Commission v. Procter & Gamble Co. (386 U.S. 568 [1967]) stated that “[p]ossible economics cannot be used as a defense to illegality. Congress was aware that some mergers which lessen competition may also result in eco-nomics, but it struck the balance in favor of protecting competition” (386 U.S. 580).

    2 Kovacic (2003) provides an excellent discussion of the dramatic changes in merger policy and case law that took place between the 1960s and 1980s.

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    atic cases were limited to the creation of either a monopoly or a dominant firm. Bork was especially skeptical that mergers could create or exacerbate competitive harm in oligopolistic markets.

    While we agree with some of Bork’s critique of merger enforcement circa 1970, we believe that he went too far in dismissing likely competitive harm resulting from mergers that fell short of creating a monopoly or dominant firm. Subse-quent empirical studies examining the price effects of consummated mergers have shown that, contrary to what Bork believed, mergers in oligopolistic mar-kets can increase prices and harm consumers.

    The goal of this essay is to evaluate how well the claims Bork made regard-ing mergers in The Antitrust Paradox are supported by the current empirical re-cord. To offer a fair criticism of Bork, however, it is essential to acknowledge how much antitrust analysis generally, and horizontal merger policy in particular, has changed since the publication of The Antitrust Paradox. Thus, we begin by briefly describing the U.S. merger policy to which Bork was responding by highlighting two key Supreme Court decisions from the 1960s: United States v. Von’s Grocery and Federal Trade Commission v. Procter & Gamble. We then discuss Bork’s cri-tique of merger policy and his suggestions for improvements. Next, we describe the dramatic changes in horizontal merger policy that followed the publication of The Antitrust Paradox, because these changes resulted in a very different com-position of mergers both allowed and challenged by U.S. antitrust authorities. Fi-nally, we turn to our review of ex post merger studies to evaluate Bork’s predic-tions regarding how mergers in oligopoly markets have affected competition and the importance of merger efficiencies.

    2. Merger Policy prior to The Antitrust Paradox

    Antitrust authorities in the United States were very concerned with the growth of large corporations and believed that the diminished role of smaller firms in industries would harm competition. As a result of this concern, antitrust author-ities aggressively challenged both mergers that increased market concentration and expansion by large firms into adjacent markets. The Von’s Grocery case ex-emplifies both the aggressiveness of horizontal merger policy and its focus on market concentration during this era. In 1960, Von’s Grocery, a supermarket chain operating in the greater Los Angeles area, purchased a rival chain, Shop-ping Bag Food Stores. At the time of the merger, Von’s Grocery and Shopping Bag Food Stores had a combined market share of 7.5 percent of grocery sales in Los Angeles, and the 10 largest firms had a collective market share of roughly 50 percent.3 The FTC claimed that the merger would harm competition by increas-ing market concentration in a market undergoing rapid consolidation and sued to block the transaction. The district court denied the FTC’s request to block the merger, and Von’s acquired Shopping Bag Food Stores (Von’s Grocery Co., 384

    3 By modern terms, this market does not appear very concentrated. Ellickson (2007) reported that in 1998 the top six supermarket retailers in the average U.S. market captured about 70 percent of industry sales.

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    U.S. 270 [1966]). The case was ultimately appealed to the U.S. Supreme Court, which reversed the district court’s decision and forced Von’s to divest the stores it acquired in 1966.

    Surprisingly, the majority opinion does not cite evidence showing that the merger of Von’s and Shopping Bag created or enhanced market power, despite hearing the case 6 years after the merger was consummated.4 Instead, in conclud-ing its decision, the Court stated, “It is enough for us that Congress feared that a market marked at the same time by both a continuous decline in the number of small businesses and a large number of mergers would slowly but inevitably gravitate from a market of many small competitors to one dominated by one or a few giants, and competition would thereby be destroyed” (384 U.S. 278). The emphasis on market concentration and concerns of growing concentration in determining which horizontal mergers are likely to cause competitive problems were formalized in the first edition of the Merger Guidelines published by the DOJ in 1968 (U.S. Department of Justice 1968). In its “General Enforcement Pol-icy,” the DOJ stated that “the primary role of Section 7 enforcement is to preserve and promote market structures conducive to competition” (U.S. Department of Justice 1968, sec. 2). The guidelines implemented this policy by providing very explicit market-share thresholds that would likely generate enforcement action by the agency. For example, in a highly concentrated market (defined as one in which the top four firms amount to more than 75 percent of sales), the DOJ stated it would “ordinarily challenge” the merger of two firms each with a 4 per-cent market share and that in markets with a “trend toward concentration,” the DOJ will ordinarily challenge any acquisition by “any firm whose market share amounts to 2% or more” (U.S. Department of Justice 1968, secs. 5 and 7).

    Regulators and courts were also concerned that mergers could provide firms with a cost advantage relative to rivals. Perhaps the most famous example of this concern can be seen in the Supreme Court’s 1967 decision in Federal Trade Commission v. Procter & Gamble Co. (386 U.S. 568 [1967]) (often referred to as the Clorox case). In the 1950s Procter & Gamble (P&G) was a very successful manufacturer and marketer of home-cleaning products including laundry deter-gents. However, it did not manufacturer or market a bleach product. In 1957, P&G chose to enter the liquid bleach business by purchasing the Clorox Chem-ical Company, the owner of the most popular bleach brand in the United States, Clorox. The FTC sued to break up the merger, arguing that P&G’s acquisition “might substantially lessen competition or tend to create a monopoly in the pro-duction and sale of household liquid bleaches.” This merger was not challenged because of a traditional vertical or horizontal concern. Instead, the FTC described this merger as a product-extension merger. It was concerned that because P&G was such a powerful producer of products complementary to bleach, the merger would cause the bleach market to become less competitive. The FTC won an

    4 Justice Stewart noted in his dissenting opinion that “[t]here is simply no evidence in the record, and the Court makes no attempt to demonstrate that the increment in market share obtained by the combined stores can be equated with an increase in the market power of the combined firm” (384 U.S. 297).

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    administrative trial and ordered P&G to divest Clorox. The court of appeals re-versed the FTC’s decision, but on further appeal the Supreme Court ruled in fa-vor of the FTC and forced P&G to divest Clorox.

    The Court cited two primary reasons for challenging the merger. First, P&G might have entered the bleach market at some point in the future, and as a very successful producer of consumer products, its threat of entry may (somehow) have limited Clorox’s market power.5 Second, the merger would have allowed P&G to more effectively promote Clorox (through reductions in the cost of ad-vertising), and this decline in promotion costs would have harmed competition by causing entry to be less likely.6 In essence, the Court ruled that merger efficien-cies are illegal if they cause the merged firm’s costs to be so low that rivals cannot profitably enter.

    3. Bork’s View of Effective Merger Policy

    As he describes in the forward to The Antitrust Paradox, Bork completed his first draft in 1969, shortly after the Supreme Court’s Clorox and Von’s Grocery decisions, and the book reads as a vigorous response to these and other similarly aggressive antitrust actions. Bork frames his analysis of mergers using William-son’s (1968) classic paper that outlines the potential welfare trade-off resulting from horizontal mergers. Using a very simple model, Williamson described how mergers could simultaneously result in cost reductions and reductions in output. Williamson suggested that in determining which mergers to challenge, regula-tors should explicitly trade off the positive productive effects of mergers against the deadweight loss resulting from mergers that increase market power. As we discuss in more detail, Bork did not think that Williamson’s suggested trade-off could be effectively used in practice. However, Bork felt that Williamson’s model provided a very important insight for merger policy: mergers cannot be harmful unless they result in a reduction in output. If the government cannot produce a credible theory of how a merger harms competition, then it should allow the merger to proceed.7 Therefore, the primary focus of merger analysis should focus on determining whether there is a reasonable probability that the specific merger before the agencies will harm competition. While Bork’s policy recommenda-tion seems uncontroversial today, at the time it represented a significant break from a consensus view as seen in the 1968 Merger Guidelines and Von’s Grocery;

    5 The Court cites the Federal Trade Commission’s statement that “prior to the merger, the Com-mission found, Procter was the most likely prospective entrant, and absent the merger, would have remained on the periphery, restraining Clorox from exercising its market power” (386 U.S. 575).

    6 The Court wrote, “The acquisition may also have the tendency of raising barriers to new entry. The major competitive weapon in the successful marketing of bleach is advertising. Clorox was lim-ited in this area by its relatively small budget and its inability to obtain substantial discounts. . . . Procter would be able to use its volume discounts to advantage in advertising Clorox. Thus, a new entrant would be much more reluctant to face the giant Procter than it would have been to face the smaller Clorox” (386 U.S. 579).

    7 “If a practice does not raise a question of output restriction, however, we must assume that its purpose and therefore its effect are either the creation of efficiency or some neutral goal. In that case the practice should be held lawful” (Bork 1978, p. 122).

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    that is, showing that a merger either increased concentration or was taking place in a market that was experiencing consolidation was sufficient to show that the merger was anticompetitive.

    While Bork conceded that some mergers could create market power and re-duce consumer welfare, he felt that such mergers were limited to those that cre-ated either a monopoly or a dominant firm. He was quite skeptical that mergers would create or enhance competitive problems resulting from oligopoly. For ex-ample, Bork writes, “oligopolistic behavior, to the extent that it exists at all (and I am not persuaded that such behavior exists outside of economics textbooks) rarely results in any significant ability to restrict output” (Bork 1978, p. 221). The difficulty facing regulators was in determining whether to challenge a merger when there was evidence suggesting that a merger would both increase market power and result in important efficiencies. Bork did not think that regulators would be capable of the balancing exercise suggested by Williamson because pre-cisely measuring either deadweight loss or merger efficiencies is extremely diffi-cult in the best of circumstances, and often impossible. A formal balancing exer-cise would require economists to know or estimate “the demand curve over all possibly relevant ranges of output and the marginal cost curve over those same ranges” (Bork 1978, p. 125). The subsequent “trial would then proceed to the measurement of efficiency and restriction of output under an imaginary set of circumstances: what would the net contribution to consumer welfare be if the two firms were merged into one?” (Bork 1978, p. 125). Bork also expressed the (in hindsight, prescient) fear that if courts and regulators attempted to engage in this balancing act, they would focus on only those efficiencies that can be measured, even though those efficiencies may not be the most important.8 Bork argued that the most important merger efficiencies, such as the transfer of assets to more ca-pable management, would not be considered valid under a balancing test.9

    Bork did not provide a precise description of how to balance the efficiency ben-efits and competitive harms of proposed mergers. He argued that if the regulator believed that the chances that the merger was competitively harmful or beneficial were roughly the same, then the government should allow the merger to pro-ceed.10 For the remaining cases, Bork suggested that appropriately constructed

    8 “Economists, like other people, will measure what is susceptible to measurement and will tend to forget what is not, though what is forgotten may be far more important than what is measured” (Bork 1978, p. 127).

    9 “The most important thing about the Ford Motor Co. in its early years was the genius of Henry Ford, just as the most important efficiency of General Motors Corp. in later years was the organi-zational genius of Alfred Sloan. The acquisition of one of those companies of a rival would have ex-tended to a new group of resources a management that was enormously superior, even if there were no cost cuts to be expected but only the doing of better things at higher costs” (Bork 1978, p. 129).

    10 Bork provides two economic justifications for his conclusion. First, he argues that because blocking mergers is costly, it does not make sense to invest resources where the expected value of harm is zero. Second, if a merger proves to be anticompetitive, market forces will eventually right the situation (Bork 1978, p. 133). The counterargument to Bork’s recommendation is that by suc-cessfully challenging these marginal mergers, the government can deter firms from filing mergers that might lead to small price increases. Over time, this deterrence effect could lower the agency’s

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    market-share thresholds (much more lenient than those in the 1968 Guidelines) would minimize the harm from anticompetitive mergers. He stated,

    My guess is . . . that mergers of up to 60 or 70 percent of the market should be permitted. . . . Partly as a tactical concession to the current oligopoly phobia and partly in recogni-tion of Section 7’s intended function of tightening the Sherman Act rule, I am willing to weaken that conclusion. Competition in the sense of consumer welfare would be ade-quately protected and the mandate of Section 7 satisfactorily served if the statute were interpreted as making presumptively lawful all horizontal mergers up to market shares that would allow for other mergers of similar size in the industry and still leave three sig-nificant companies. (Bork 1978, pp. 221–22)

    Thus, if Bork was correct, a merger policy that banned three-to-two mergers but allowed four-to-three mergers would be sufficient to maintain consumer welfare.

    Bork also devoted significant discussion to the federal government’s challenges of conglomerate mergers such as P&G-Clorox. Bork felt that there was “no threat to competition in any conglomerate merger” because conglomerate mergers do not change the incentives of the merged firm such that it would choose to reduce output (Bork 1978, p. 246). Most of the concern about conglomerate mergers in the 1950s and 1960s was that the acquisition of a (typically) smaller firm in an unrelated market by a very large corporation would harm rivals in the unrelated markets. For example, in the Clorox case, P&G with its deep financial resources would provide Clorox with access to capital that could be invested in advertising and marketing to the detriment of Clorox’s rivals. Under conglomerate theories, merger efficiencies (access to capital at lower prices or even superior manage-ment) were often viewed as harmful to competition because they harmed rivals. Bork strongly argued that this policy was sensible only “if ‘competition’ is de-fined as a comfortable life for competitors” (Bork 1978, p. 254). The one con-glomerate theory that Bork felt had some legitimacy was a threat to potential en-try. However, he argued strongly that this theory was really a horizontal theory: the merger caused the acquiring firm to not enter the market and expand output. Bork felt that in very limited circumstances the government would be justified in blocking mergers under a theory of potential competition.11

    Bork’s views of conglomerate mergers have become the consensus view in the United States. While U.S. antitrust agencies periodically challenge mergers under theories of potential competition,12 to our knowledge, there have not been any challenges of true conglomerate mergers in the United States in the modern era.13

    enforcement costs. Clougherty and Seldeslachts (2013) provide evidence on deterrence effects in the United States.

    11 “If there are three significant firms, an outside firm should be permitted to acquire any of them. If there is one large firm and a scattering of small firms, the outside firm should be allowed to ac-quire any of the smaller firms, or it should be allowed to acquire the largest firm unless it has, say, over 70% of the market” (Bork 1978, p. 260).

    12 For example, in challenging a merger of innovator firms in the pharmaceutical industry where both firms were attempting to develop a product to serve the same market, the government often re-quires the merged firms to divest one firm’s research programs before approving the merger.

    13 Conglomerate mergers do appear to be challenged outside the United States, most notably in

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    4. Changes in Antitrust Enforcement Post–Antitrust Paradox

    Merger review has become both more systematized and fact intensive in the United States since the publication of The Antitrust Paradox. Both the federal antitrust agencies and the federal courts increasingly demand direct evidence demonstrating why a specific proposed acquisition will be anticompetitive (see, for example, Federal Trade Commission v. Staples, Inc., 970 F. Supp. 1066 [D.D.C. 1997]; United States v. Oracle Corporation, 331 F. Supp. 2d 1098 [N.D. Cal. 2004]). Except in extreme circumstances (mergers to monopoly or duopoly in undisputed markets), courts are unlikely to block mergers today solely because of an increase in market concentration. While there are undoubtedly many reasons for these changes in enforcement, we highlight three key changes that have, col-lectively, dramatically changed the composition of challenged U.S. mergers.

    First, the market-share thresholds that generate competitive concern by anti-trust enforcers have increased substantially since Von’s Grocery. The 1968 Merger Guidelines stated that the DOJ would “ordinarily challenge” a horizontal merger of two firms each with a 5 percent market share in a “less highly concentrated market” (U.S. Department of Justice 1968, sec. 6). In contrast, the 2010 Horizon-tal Merger Guidelines state that only mergers taking place in highly concentrated markets (with a postmerger Hirschman-Herfindahl index [HHI] above 2,500) are “presumed to be likely to enhance market power” (U.S. Department of Jus-tice and Federal Trade Commission 2010, sec. 5.3). The change in the concentra-tion thresholds at which the federal antitrust agencies typically challenge mergers stated in the guidelines can also be seen in the agencies’ enforcement behavior. According to a recent report by the FTC, of all markets in which mergers were challenged between fiscal years 1996 and 2011, 85 percent were in markets with a postmerger HHI of more than 2,400 (Federal Trade Commission 2013, table 3.1). Thus, while not as permissive as Bork suggested, U.S. antitrust agencies now allow mergers in much more concentrated markets than at the time Bork wrote.

    Second, and in sharp contrast to the Court’s opinion in the Clorox case, anti-trust enforcers now understand that merger efficiencies can offset a merged firm’s incentive to increase price. Mergers are now evaluated under the consumer- welfare standard: mergers that are expected to increase consumer prices (lower consumer welfare) are illegal.14 The 1984, 1992, 1997, and 2010 Merger Guide-lines each devote a separate section to the importance of merger efficiencies and describe the circumstances under which merger efficiencies will be considered as part of a merger investigation. Moreover, efficiency considerations can play an important role in the antitrust agencies’ enforcement decisions. According to the DOJ, the joint venture of Miller and Coors, which combined their U.S. op-

    the European Union’s decision to block the GE-Honeywell merger in 2001. See Kolasky (2001) for a discussion.

    14 This is a very different policy than the total-welfare standard endorsed by many economists, for example, Williamson (1968). Under a total-welfare standard, mergers that harm consumers by rais-ing prices are permissible so long as the gains in producer surplus are sufficient to offset the dead-weight loss caused by the price increase.

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    erations and dramatically increased market concentration, was allowed, in part, because “[t]he Division verified that the joint venture is likely to produce sub-stantial and credible savings that will significantly reduce the companies’ costs of producing and distributing beer. . . . The large amount of these savings and other evidence obtained by the Division supported the parties’ contention that the ven-ture should make a lower-cost, and therefore more effective, beer competitor” (U.S. Department of Justice 2008, p. 1). Thus, unlike in the days of Clorox, it is no longer the case that merger efficiencies can cause a horizontal merger to be ruled illegal. Current enforcement behavior reflects Bork’s view that the overwhelming majority of mergers are either competitively neutral and/or efficiency enhancing: over the last decade (2003–12), 96.8 percent of the mergers filed with the anti-trust agencies were allowed to proceed without undergoing a full merger investi-gation.15

    Finally, the major institutional change in merger enforcement—the govern-ment’s legal right to review and challenge proposed mergers prospectively as granted by the Hart-Scott-Rodino Antitrust Improvements Act (HSR Act)—has profoundly changed the process by which federal agencies review mergers. Prior to the passage of the HSR Act in 1976 (Pub. L. No. 94-435, 90 Stat. 1383), most companies were under no obligation to notify the government of their intent to merge or to delay a merger’s consummation to allow the government time to in-vestigate the proposed transaction.16 As a result, the government’s merger review frequently began after a merger was consummated, and in the event the merger was subsequently challenged, years would pass before the litigation was resolved. The social value of such litigation was dubious. Consumers experienced lost com-petition for up to a decade. Moreover, even following a successful trial, it was often difficult for the government and the combined firms to reconstruct a new entity to replicate the competition removed by the merger (Elzinga 1969).

    The passage of the HSR Act eliminated these problems and greatly simplified merger review in the United States. The HSR Act established the government’s right to review mergers before they were consummated. Under the law, all firms participating in a merger of sufficient size must file an intent to merge with both the DOJ and the FTC that includes key documents describing the proposed transaction for all mergers of a sufficiently large size. The government then has 30 days to determine whether it requires more information to determine whether the merger is likely to harm competition. In that event, the government can issue a detailed request for documents from the merging parties (known as a second request). The firms cannot consummate their merger until the government has had 30 days to review all second-request material. After its review, the govern-ment can sue to block the merger in federal district court.

    The effect of the HSR Act on merger analysis has been enormous. Because

    15 That is, 96.8 percent of mergers were allowed to proceed without receiving a second request from the antitrust agencies (see the authors’ calculations using data in U.S. Department of Justice and Federal Trade Commission 2012, app. A).

    16 See Baer (1997) for a discussion of pre–Hart-Scott-Rodino merger enforcement.

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    merger review has been routinized, the federal antitrust agencies have been able to systematize merger review in a way that was not previously possible. Over time, the agencies have developed standardized methodologies for conducting merger review that are described in a set of formal guidelines. The post–HSR Act Horizontal Merger Guidelines and their revisions (1982, 1984, 1992, 1997, 2010) describe the key questions that must be addressed by the government before chal-lenging a horizontal merger: entry, efficiencies, market definition, and the articu-lation of the government’s theory as to how the merger will harm consumers. As the agencies have modified their procedures over time, the guidelines are updated to provide transparency to the antitrust community. The current (2010) version of the Horizontal Merger Guidelines, for example, provides a detailed description of the types of evidence that the agencies consider in evaluating the competitive effects of a proposed merger.

    In evaluating Bork’s proposals for merger review, it is important to note how much the process of merger review has changed and how much more is required of the government to successfully challenge a merger. In particular, the set of mergers challenged by the federal agencies has changed substantially in the years following the passage of the HSR Act. While the Von’s Grocery decision has not been explicitly overturned by the Supreme Court, we would be very surprised to see either U.S. antitrust agency challenge a merger in such an unconcentrated market today. Bork’s prediction that the typically challenged merger in an oligop-olistic industry would not have harmed consumers may have been correct given the composition of mergers taking place in the 1960s and 1970s. As we discuss, given current enforcement thresholds, the empirical evidence shows that mergers can increase market power in oligopolistic markets.

    5. Can Horizontal Mergers in Oligopolistic Markets Be Anticompetitive?

    Whether U.S. merger policy has been effectively employed to maintain con-sumer welfare is an open and controversial policy question.17 To evaluate Bork’s claims as to the likely competitive effects of mergers and, more generally, to pro-vide evidence on the overall effectiveness of horizontal merger policy, we con-ducted a survey of the literature that estimates the price effects of consummated horizontal mergers.18 In conducting this survey, we exclude papers that have fo-cused on the vertical aspects of mergers19 and transactions involving horizontal

    17 In their analysis of U.S. competition policy, Crandall and Winston (2003, p. 20) conclude “that efforts by antitrust authorities to block particular mergers or affect a merger’s outcome by allowing it only if certain conditions are met under a consent decree have not been found to increase con-sumer welfare in any systematic way, and in some instances the intervention may even have reduced consumer welfare.”

    18 Given both the recent growth in this literature and the variety of industries studied, it is quite likely that we have inadvertently missed some studies and apologize for any omission. See Pautler (2003), Weinberg (2008), Hunter, Leonard, and Olley (2008), and Kwoka (2013) for other surveys of this literature.

    19 For example, we do not include Hastings and Gilbert (2005) and Hastings (2004), which focus on the vertical aspects of transactions in the petroleum industry.

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  • Impact of Mergers S77

    agreements that fall short of complete integration.20 Our survey identified 49 dis-tinct studies examining mergers taking place in 21 industries published over the last 30 years.

    The majority of papers reviewed in this essay have a similar study design.21 Un-der U.S. law, antitrust agencies are supposed to block mergers that reduce con-sumer welfare. If the agencies are operating effectively, on average, the marginal merger (the merger the agency is on the margin of challenging) should not result in a quality-adjusted price increase. Researchers test the agencies’ effectiveness by first identifying consummated mergers that were likely to be on the enforcement margin and then estimating how prices change following those mergers. If prices are found to increase systematically following marginal mergers, then enforce-ment has not been aggressive enough. Similarly, if prices, on average, fall follow-ing marginal mergers, then it follows that enforcement has been too aggressive. That is, the marginal merger allowed was one in which merger efficiencies more than offset the combined firm’s merger-induced incentive to increase price.

    Most studies in this literature use a case study approach. The typical study examines one or a handful of mergers taking place in the same (or similar) in-dustries at roughly the same time and identifies merger price effects relative to some control product. A smaller number of studies attempt to measure the av-erage price effect of many mergers using a common methodology. Obviously, in this type of study it is impossible to provide much detail about the specific transactions being analyzed. Even in these broader studies, however, the authors frequently provide some evidence on the competitive significance of the merg-ers studied. For example, Prager and Hannan (1998) and Focarelli and Panetta (2003) both include estimates of merger price effects for those markets experienc-ing large changes in market concentration.

    Unfortunately, the mergers studied do not constitute a representative sample of all potentially anticompetitive mergers. The set of mergers that can be stud-ied is severely limited by data availability. Most merger studies examine mergers in one of four industries that have experienced a large number of mergers and where data are available: airlines, banking, hospitals, and petroleum. The remain-der of the literature is quite diverse, reflecting circumstances where a researcher can identify both a potentially anticompetitive merger and data sufficient to esti-mate the price effects of the merger.

    For each study we included in the survey, we identify the specific mergers stud-ied (when enumerated by the researcher), provide a terse description of the study, describe what (if any) evidence the author provides that the merger or mergers were on the enforcement margin, and state the study’s estimated merger price

    20 Kwoka (2013) includes code-share agreements between airlines in his recent review of horizon-tal merger studies and concludes that most lower consumer prices. While code-share agreements do combine some aspects of competing airlines’ operations, these actions are quite different than merg-ers. Mergers likely offer significantly more opportunities for both anticompetitive effects (reductions in routes or coordination of pricing) and efficiencies (consolidation of operations).

    21 See Carlton (2009) and Ashenfelter, Hosken, and Weinberg (2009) for a detailed discussion of the methodological issues involved in measuring the effectiveness of competition policy.

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  • S78 The Journal of LAW & ECONOMICS

    effect. To facilitate comparison across studies, we group the studies together for the airline (Table 1), banking (Table 2), hospital (Table 3), and petroleum (Table 4) studies. The summary of the studies of other industries is shown in Table 5.

    As can be seen by a quick review of the tables, the estimated price effects of mergers vary dramatically across industries and even across studies estimating the price effects of a given merger. Four studies estimate the price effect of the 1986 merger of Northwest Airlines and Republic Airlines, for example, and find price effects of 9.5, 5.6, −1.8, and 7.2 percent (Table 1). Because of important dif-ferences in methodology, industry, data, and time period across studies, we do not calculate aggregate estimates of the typical price effect of a merger. Instead, we present the findings of each study separately and then draw general conclu-sions about the competitive impact of horizontal mergers.

    The empirical evidence that mergers can cause economically significant in-creases in price is overwhelming. Of the 49 studies surveyed, 36 find evidence of merger-induced price increases.22,23 All of the airline merger studies find evi-dence of price increases, although the magnitude of the price increases appears to be more modest following recent mergers (2–6 percent) when compared with the mergers that took place in the 1980s. Similarly, most of the banking (six of seven), hospital (five of seven), and “other industry” (13 of 18) studies find evi-dence that mergers have resulted in price increases.

    It is unclear whether mergers in the petroleum industry have increased con-sumer prices. Of the nine studies that estimate the price effects of horizontal mergers, four (three examining multiple mergers) find that mergers increased prices, while the remaining studies find either no meaningful change in pricing associated with mergers or ambiguous results. Institutional characteristics of pe-troleum markets, in particular the sensitivity of gasoline pricing to supply shocks, make the results of these studies especially sensitive to modeling assumptions. While the literature is not able to tell us whether mergers at observed levels of market concentration have increased gasoline prices, it does provide information to bound the potential price effects of mergers. Of those studies finding price in-creases, most report very small price effects, on the order of 1–2 cents per gallon (see Table 4). Only one study, U.S. Government Accountability Office (2004), re-ports larger price effects, varying from 1 to 7 cents per gallon. Thus, relative to the typical price variation associated with gasoline prices, even the maximum esti-mated price effects associated with petroleum mergers are quite modest.

    22 We define a merger as increasing price if the merger caused as least some product prices to rise and no product prices to fall. For example, Ashenfelter, Hosken, and Weinberg (2013a) find that the acquisition of Maytag by Whirlpool caused the prices of some dryers and dishwashers to increase while not lowering the price of other appliances. From this evidence we conclude that the Maytag-Whirlpool merger caused prices to increase. Similarly, if a merger lowers some prices and leaves other prices unchanged, we conclude that the merger lowered prices. A merger that raises some prices while lowering others as in, for example, Thompson (2011), has ambiguous price effects.

    23 Because many of the studies examine multiple mergers, it is possible for a study to find ev-idence of both merger price increases and merger price decreases. For example, Hosken, Olson, Smith (2012) find that of the 14 supermarket mergers they examine, five led to price increases, five led to price decreases, and four resulted in no meaningful change in consumer prices.

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  • Impact of Mergers S79

    Overall, the results from the retrospective literature on mergers show that mergers in oligopolistic markets can result in economically meaningful price in-creases. While some of the airline merger studies discussed examine mergers that reduced the number of airlines serving city pairs to one or two firms, many stud-ies in this literature find that prices increased in markets with at least three ma-jor firms operating postmerger (see, for example, McCabe 2002; Ashenfelter and Hosken 2010; Tenn 2011; Dafny, Duggan, and Ramanarayanan 2012; Hosken, Olson, and Smith 2012). Ashenfelter, Hosken, and Weinberg (2013a), for ex-ample, estimate the price effects of the 2008 acquisition of the major appliance manufacturer Maytag by Whirlpool. As predicted by a conventional unilateral effects theory, the authors find that for those appliance categories experiencing a price increase, the prices of products sold by the combined Maytag-Whirlpool in-creased more than those sold by rivals. Contrary to Bork’s prediction, three ma-jor firms in an industry are not sufficient to maintain competition.

    While the literature shows that mergers on the enforcement margin increase prices more often than not, it is not the case that every marginal merger increases consumer prices. Of the 49 studies we surveyed, 13 find evidence of price reduc-tions following a merger and 13 find evidence of no meaningful change in price following a merger. Ashenfelter and Hosken (2010), for example, estimate the price effects of mergers in five consumer goods industries: liquor, feminine hy-giene, passenger car motor oil, breakfast cereals, and pancake syrups. While they find that prices rose in four of five markets, the market experiencing the larg-est increase in market concentration (pancake syrups) did not experience a post-merger price increase. Similarly, Haas-Wilson and Garmon (2011) estimate the price effects of two hospital mergers taking place in the Chicago suburbs in 2000. The first merger involved two hospitals located in the same city that were rela-tively distant from other hospitals. This merger did not increase prices. The sec-ond merger combined hospitals both more distant from one another and facing competition from rivals located closer than those in the first merger and resulted in a price increase. We highlight these two examples to show the importance of institutional factors in merger analysis. The ability to generalize findings from one market to another is limited. Markets facing what may appear to be simi-lar levels of premerger competition (for example, levels of market concentration) can experience very different postmerger outcomes. Thus, while market concen-tration can provide a useful screen in determining which mergers to investigate, case-specific evidence (such as industry documents or explicit estimates of con-sumer substitution patterns) are critically important to decision makers in mak-ing correct enforcement decisions.

    The retrospective literature on mergers focuses almost exclusively on measur-ing the short-run effect of mergers on prices. This limitation is largely driven by data availability. Obtaining access to the detailed price data required to credibly estimate the price effects of mergers is difficult, and most often only relatively short price series are available. However, even in those cases in which relatively long price series are readily available, for example, banking or petroleum mar-

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  • S80

    Tabl

    e 1

    Esti

    mat

    ed P

    rice

    Eff

    ects

    of C

    onsu

    mm

    ated

    Hor

    izon

    tal M

    erge

    rs in

    the

    Air

    line

    Indu

    stry

    Stud

    ySt

    udy

    Des

    crip

    tion

    Evid

    ence

    on

    Enfo

    rcem

    ent M

    argi

    nM

    erge

    rPr

    ice

    Effec

    ts R

    epor

    ted

    Bore

    nste

    in (1

    990)

    Show

    s how

    airl

    ine

    fare

    s on

    rout

    es

    dire

    ctly

    affe

    cted

    by

    mer

    ger

    com

    pare

    d w

    ith o

    ther

    rout

    es o

    f sim

    ilar l

    engt

    h

    Nor

    thw

    est a

    nd R

    epub

    lic h

    ad

    larg

    e m

    arke

    t sha

    res a

    t M

    inne

    apol

    is/St

    . Pau

    l, an

    d TW

    A a

    nd O

    zark

    had

    ver

    y la

    rge

    shar

    es in

    St.

    Loui

    s

    Nor

    thw

    est/R

    epub

    lic (1

    986)

    , TW

    A/O

    zark

    (198

    6)9.

    5%, U

    ncha

    nged

    Wer

    den,

    Josk

    ow, a

    nd

    John

    son

    (199

    1)U

    ses a

    fore

    cast

    ing

    and

    ba

    ckca

    stin

    g m

    etho

    d to

    es

    timat

    e m

    erge

    r pric

    e eff

    ects

    “DO

    J [D

    epar

    tmen

    t of J

    ustic

    e]

    conc

    lude

    d th

    at th

    e tw

    o m

    erge

    rs w

    ould

    hav

    e sig

    nific

    ant a

    ntic

    ompe

    titiv

    e eff

    ects

    on

    man

    y ci

    ty p

    airs

    out

    of

    the

    com

    mon

    hub

    s” (p

    . 342

    )

    Nor

    thw

    est/R

    epub

    lic (1

    986)

    , TW

    A/O

    zark

    (198

    6)5.

    6%, 1

    .1%

    Kim

    and

    Sin

    gal (

    1993

    )C

    ompa

    res m

    ergi

    ng fi

    rms’

    pric

    es

    with

    thos

    e on

    rout

    es n

    ot

    oper

    ated

    by

    eith

    er m

    ergi

    ng

    firm

    of s

    imila

    r len

    gth

    The

    gove

    rnm

    ent d

    id n

    ot

    chal

    leng

    e an

    y ai

    rline

    m

    erge

    r dur

    ing

    this

    perio

    d (m

    erge

    rs w

    ere

    revi

    ewed

    by

    the

    Dep

    artm

    ent o

    f Tr

    ansp

    orta

    tion)

    ; thi

    s allo

    ws

    them

    to m

    easu

    re p

    rice

    effec

    ts

    of re

    laxe

    d an

    titru

    st p

    olic

    y

    14 A

    irlin

    e m

    erge

    rsA

    vera

    ge m

    erge

    r effe

    ct: 9

    .55%

    pric

    e in

    crea

    se; n

    orm

    al fi

    rms:

    3.25

    %

    pric

    e in

    crea

    se; fi

    nanc

    ially

    di

    stre

    ssed

    firm

    : 26.

    35%

    Mor

    rison

    (199

    6)Es

    timat

    es 6

    8 se

    para

    te q

    uart

    erly

    re

    gres

    sions

    usin

    g da

    ta o

    n 1,

    000

    larg

    est U

    .S. c

    ity p

    airs

    ; ex

    amin

    es h

    ow m

    arke

    ts se

    rved

    by

    mer

    ging

    par

    ties e

    volv

    ed

    over

    tim

    e; e

    stim

    ates

    sepa

    rate

    lo

    ng- a

    nd sh

    ort-

    run

    pric

    e eff

    ects

    Des

    crip

    tion

    of co

    mpe

    titiv

    e co

    ncer

    ns re

    gard

    ing

    Nor

    thw

    est/R

    epub

    lic a

    nd

    TWA

    /Oza

    rk; s

    ugge

    stio

    n th

    at a

    t tim

    e of

    mer

    ger t

    hat

    USA

    ir/Pi

    edm

    ont w

    as le

    ss

    cont

    rove

    rsia

    l bec

    ause

    they

    did

    no

    t hav

    e ov

    erla

    ppin

    g hu

    bs

    Nor

    thw

    est/R

    epub

    lic (1

    986)

    , TW

    A/O

    zark

    (198

    6), U

    SAir/

    Pied

    mon

    t

    Shor

    t run

    : −1.

    8%, l

    ong

    run:

    2.5

    %;

    shor

    t run

    : 4.4

    %, l

    ong

    run:

    −1

    5.3%

    ; sho

    rt ru

    n: 4

    .4%

    , lon

    g ru

    n: 2

    2.8%

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  • S81

    Pete

    rs (2

    006)

    Cal

    cula

    tes t

    he re

    lativ

    e pr

    ice

    chan

    ge a

    ssoc

    iate

    d w

    ith th

    e m

    erge

    r on

    over

    lap

    rout

    es a

    s th

    e di

    ffere

    nce

    betw

    een

    the

    obse

    rved

    pric

    e ch

    ange

    and

    an

    ave

    rage

    indu

    stry

    -wid

    e pe

    rcen

    tage

    pric

    e ch

    ange

    co

    nditi

    onal

    on

    rout

    e di

    stan

    ce

    “[A

    ]ntit

    rust

    enf

    orce

    men

    t in

    the

    indu

    stry

    was

    rela

    tivel

    y la

    x,

    with

    eve

    ry p

    ropo

    sed

    airli

    ne

    mer

    ger r

    ecei

    ving

    regu

    lato

    ry

    appr

    oval

    ” (p.

    629

    )

    Nor

    thw

    est/R

    epub

    lic (1

    986)

    , TW

    A/O

    zark

    (198

    6), U

    SAir/

    Pied

    mon

    t; D

    elta

    /Wes

    tern

    , C

    ontin

    enta

    l/Peo

    ples

    Exp

    ress

    7.2%

    , 16.

    0%, 2

    0.3%

    , 11.

    8%, 2

    9.4%

    Kw

    oka

    and

    Shum

    ilkin

    a (2

    010)

    Estim

    ates

    mer

    ger p

    rice

    effec

    t by

    com

    parin

    g pr

    ices

    with

    oth

    er

    firm

    s on

    rout

    es n

    ot se

    rved

    by

    eith

    er U

    SAir

    or P

    iedm

    ont

    prio

    r to

    mer

    ger

    Disc

    ussio

    n of

    the

    lax

    enfo

    rcem

    ent o

    f airl

    ine m

    erge

    rs

    durin

    g th

    is tim

    e pe

    riod

    and

    the

    two

    prev

    ious

    stud

    ies o

    f th

    e m

    erge

    r and

    find

    s pric

    e in

    crea

    ses

    USA

    ir/Pi

    edom

    ont

    Estim

    ate

    pric

    es ro

    se 1

    0% in

    ov

    erla

    p m

    arke

    ts a

    nd 6

    % w

    here

    on

    e of

    the

    two

    firm

    s was

    like

    ly

    a po

    tent

    ially

    ent

    rant

    Hüs

    chel

    rath

    and

    Mül

    ler

    (201

    3)Es

    timat

    es th

    e av

    erag

    e pr

    ice

    effec

    t ca

    used

    by

    a ho

    rizon

    tal m

    erge

    r (u

    sing

    info

    rmat

    ion

    from

    six

    mer

    gers

    )

    No

    spec

    ific d

    iscus

    sion

    of

    mer

    gers

    bei

    ng m

    argi

    nal;

    som

    e di

    scus

    sion

    of re

    gula

    tory

    re

    view

    Del

    ta/N

    orth

    wes

    t (20

    09),

    Fron

    tier/

    Mid

    wes

    t (20

    09),

    US

    Airw

    ays/

    Am

    eric

    a W

    est

    (200

    5), A

    mer

    ican

    Airl

    ines

    /TW

    A (2

    001)

    , Am

    eric

    an

    Airl

    ines

    /Ren

    o A

    ir (1

    999)

    , A

    irTra

    n/V

    aluj

    et (1

    998)

    Estim

    ate

    shor

    t-ru

    n pr

    ice

    incr

    ease

    of

    5.6

    %, m

    ediu

    m-r

    un p

    rice

    incr

    ease

    of 4

    .7%

    , and

    long

    -run

    pr

    ice

    effec

    t of 2

    .7%

    (but

    not

    st

    atist

    ical

    ly d

    iffer

    ent f

    rom

    zero

    )

    Luo

    (201

    3)Es

    timat

    es p

    rice

    effec

    ts o

    f mer

    ger

    hold

    ing

    com

    petit

    ion

    from

    ot

    her fi

    rms c

    onst

    ant

    DO

    J rev

    iew

    ed m

    erge

    r but

    al

    low

    ed it

    bec

    ause

    of m

    inim

    al

    over

    lap

    and

    likel

    y m

    erge

    r effi

    cien

    cies

    Del

    ta/N

    orth

    wes

    t (20

    09)

    No

    pric

    e eff

    ect o

    n no

    nsto

    p ro

    utes

    ; 2.3

    % p

    rice

    incr

    ease

    on

    conn

    ectin

    g ro

    utes

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  • S82

    Tabl

    e 2

    Esti

    mat

    ed P

    rice

    Eff

    ects

    of C

    onsu

    mm

    ated

    Hor

    izon

    tal M

    erge

    rs in

    the

    Bank

    ing

    Indu

    stry

    Stud

    ySt

    udy

    Des

    crip

    tion

    Evid

    ence

    on

    Enfo

    rcem

    ent

    Mar

    gin

    Mer

    ger

    Pric

    e Eff

    ects

    Rep

    orte

    dPr

    ager

    and

    Han

    nan

    (199

    8)Es

    timat

    es h

    ow in

    tere

    st ra

    tes

    paid

    to co

    nsum

    ers o

    n sa

    ving

    ac

    coun

    ts ch

    ange

    d in

    mar

    kets

    aff

    ecte

    d by

    mer

    gers

    rela

    tive

    to

    unaff

    ecte

    d m

    arke

    ts

    Lim

    ited

    atte

    ntio

    n to

    sign

    ifica

    nt

    horiz

    onta

    l mer

    gers

    (tho

    se

    lead

    ing

    to re

    lativ

    ely

    larg

    e ch

    ange

    s in

    mar

    ket

    conc

    entr

    atio

    n)

    Seve

    n m

    erge

    rs ta

    king

    pla

    ce

    betw

    een

    1992

    and

    199

    4N

    OW

    acc

    ount

    s: −1

    7.7%

    ; mon

    ey

    mar

    ket a

    ccou

    nts:

    −9.5

    %;

    3-m

    onth

    cert

    ifica

    tes o

    f de

    posit

    : −1.

    7%

    Sapi

    enza

    (200

    2)Es

    timat

    es h

    ow fi

    rms’

    loan

    pric

    es

    chan

    ged

    follo

    win

    g a

    mer

    ger

    as a

    func

    tion

    of th

    e re

    lativ

    e siz

    e of

    the

    mer

    ger

    No

    spec

    ific d

    iscus

    sion

    of

    regu

    lato

    ry tr

    eatm

    ent o

    f sp

    ecifi

    c mer

    gers

    138

    Bank

    mer

    gers

    taki

    ng p

    lace

    in

    Ital

    y be

    twee

    n 19

    89 a

    nd

    1995

    Estim

    ates

    that

    mer

    gers

    of fi

    rms

    of b

    anks

    with

    smal

    l mar

    ket

    shar

    es lo

    wer

    ed lo

    an ra

    tes

    (typi

    cal r

    educ

    tion

    41 b

    asis

    poin

    ts),

    whi

    le m

    erge

    rs o

    f fir

    ms w

    ith la

    rge

    mar

    ket s

    hare

    s in

    crea

    sed

    loan

    rate

    s (as

    muc

    h as

    80

    basis

    poi

    nts)

    Foc

    arel

    li an

    d Pa

    netta

    (200

    3)Es

    timat

    es h

    ow in

    tere

    st ra

    tes

    paid

    to co

    nsum

    ers o

    n sa

    ving

    ac

    coun

    ts ch

    ange

    d in

    mar

    kets

    aff

    ecte

    d by

    mer

    gers

    rela

    tive

    to

    unaff

    ecte

    d m

    arke

    ts; e

    stim

    ates

    sh

    ort-

    and

    long

    -run

    pric

    e eff

    ect o

    f mer

    gers

    Estim

    atio

    n of

    the

    pric

    e eff

    ects

    of

    all m

    erge

    rs in

    dat

    a; se

    para

    te

    exam

    inat

    ion

    of a

    sam

    ple

    of

    subs

    tant

    ial m

    erge

    rs (t

    hose

    ge

    nera

    ting

    a la

    rge

    chan

    ge in

    m

    arke

    t con

    cent

    ratio

    n)

    Mer

    gers

    taki

    ng p

    lace

    in It

    aly

    betw

    een

    1990

    and

    199

    8A

    ll m

    erge

    rs: s

    hort

    -run

    effe

    ct,

    −13.

    5%; l

    ong-

    run

    effec

    t, 12

    .6%

    ; sub

    stan

    tial m

    erge

    rs:

    shor

    t-ru

    n eff

    ect,

    −19%

    ; lon

    g-ru

    n eff

    ect,

    10.7

    %

    Cal

    omiri

    s and

    Po

    rnro

    jnan

    gkoo

    l (20

    05)

    Estim

    ates

    how

    loan

    pric

    es

    chan

    ged

    in m

    arke

    ts a

    ffect

    ed

    by th

    e m

    erge

    r rel

    ativ

    e to

    ot

    her s

    imila

    r mar

    kets

    Bank

    s wer

    e re

    quire

    d to

    div

    est

    bran

    ch lo

    catio

    ns; d

    espi

    te

    dive

    stitu

    res,

    the

    mer

    ger

    subs

    tant

    ially

    incr

    ease

    d co

    ncen

    trat

    ion

    for m

    ediu

    m-

    sized

    firm

    s nee

    ding

    ban

    k lo

    ans

    Mer

    ger o

    f Fle

    et a

    nd B

    ank,

    Bo

    ston

    , 199

    9M

    ediu

    m-s

    ized

    ban

    ks lo

    an ra

    tes

    incr

    ease

    d be

    twee

    n 80

    and

    100

    ba

    sis p

    oint

    s for

    cust

    omer

    s in

    New

    Eng

    land

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  • S83

    Gar

    mai

    se a

    nd M

    osko

    witz

    (2

    006)

    Estim

    ates

    how

    loca

    l loa

    n pr

    ices

    ar

    e aff

    ecte

    d by

    mer

    gers

    as a

    fu

    nctio

    n of

    the

    rela

    tive

    size

    of

    the

    mer

    ger

    Exam

    inat

    ion

    of la

    rge

    mer

    gers

    of

    finan

    cial

    ly h

    ealth

    y co

    mpe

    ting

    bank

    s; no

    spec

    ific d

    iscus

    sion

    of a

    ntitr

    ust r

    evie

    w o

    f mer

    gers

    st

    udie

    d

    80 L

    arge

    ban

    k m

    erge

    rs ta

    king

    pl

    ace

    betw

    een

    1992

    and

    199

    9Fi

    nds t

    hat t

    he la

    rges

    t ban

    k m

    erge

    rs co

    uld

    incr

    ease

    loan

    pr

    ices

    by

    abou

    t 40.

    1 ba

    sis

    poin

    ts

    Mon

    torio

    l-Gar

    riga

    (200

    8)Es

    timat

    es h

    ow fi

    rms’

    estim

    ated

    lo

    an p

    rice

    chan

    ges a

    s a

    resu

    lt of

    hor

    izon

    tal m

    erge

    rs

    in m

    arke

    ts o

    f diff

    eren

    t co

    ncen

    trat

    ion

    leve

    ls

    No

    spec

    ific d

    iscus

    sion

    of

    regu

    lato

    ry tr

    eatm

    ent o

    f sp

    ecifi

    c mer

    gers

    Bank

    mer

    gers

    in S

    pain

    Estim

    ates

    that

    loan

    pric

    es

    fall

    follo

    win

    g al

    l mer

    gers

    ; ho

    wev

    er, p

    rices

    fall

    less

    in

    mar

    kets

    exp

    erie

    ncin

    g la

    rger

    m

    erge

    rs; e

    stim

    ated

    pric

    e de

    crea

    ses v

    ary

    from

    0 to

    20

    basis

    poi

    nts

    Alle

    n, C

    lark

    , and

    Hou

    de

    (201

    3)Es

    timat

    es h

    ow m

    ortg

    age

    pric

    es

    chan

    ged

    in m

    arke

    ts a

    ffect

    ed

    by th

    e m

    erge

    r rel

    ativ

    e to

    m

    arke

    ts w

    here

    the

    mer

    ging

    fir

    ms d

    id n

    ot co

    mpe

    te

    Gen

    eral

    disc

    ussio

    n of

    how

    th

    e C

    anad

    ian

    mor

    tgag

    e m

    arke

    t has

    bec

    ome

    rela

    tivel

    y co

    ncen

    trat

    ed; s

    peci

    fic

    tran

    sact

    ion

    is no

    t des

    crib

    ed

    in d

    etai

    l

    A b

    anki

    ng m

    erge

    r in

    Can

    ada

    Estim

    ates

    that

    mor

    tgag

    e ra

    tes

    incr

    ease

    bet

    wee

    n 5.

    7 an

    d 7.

    39

    basis

    poi

    nts

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  • S84

    Tabl

    e 3

    Esti

    mat

    ed P

    rice

    Eff

    ects

    of C

    onsu

    mm

    ated

    Hor

    izon

    tal M

    erge

    rs in

    the

    Hos

    pita

    l Ind

    ustr

    y

    Stud

    ySt

    udy

    Des

    crip

    tion

    Evid

    ence

    on

    Enfo

    rcem

    ent

    Mar

    gin

    Mer

    ger

    Pric

    e Eff

    ects

    Rep

    orte

    dC

    onno

    r, Fe

    ldm

    an, D

    owd

    (199

    8)Es

    timat

    es h

    ow m

    ergi

    ng

    hosp

    itals’

    pric

    es ch

    ange

    d re

    lativ

    e to

    thos

    e of

    no

    nmer

    ging

    hos

    pita

    ls

    No

    info

    rmat

    ion

    prov

    ided

    on

    indi

    vidu

    al m

    erge

    rs st

    udie

    d11

    2 M

    erge

    rs ta

    king

    pla

    ce

    betw

    een

    1986

    and

    199

    4Es

    timat

    es th

    at, o

    n av

    erag

    e,

    mer

    ging

    hos

    pita

    ls pr

    ices

    fell

    by a

    bout

    5%

    ; find

    s evi

    denc

    e th

    at p

    rices

    fell

    less

    in m

    ore

    conc

    entr

    ated

    mar

    kets

    Kris

    hnan

    (200

    1)Es

    timat

    es h

    ow th

    e pr

    ices

    of

    high

    -vol

    ume

    proc

    edur

    es a

    t ho

    spita

    ls di

    rect

    ly a

    ffect

    ed b

    y m

    erge

    rs ch

    ange

    d re

    lativ

    e to

    ho

    spita

    ls in

    the

    sam

    e m

    arke

    t an

    d ot

    her m

    arke

    ts

    No

    deta

    iled

    deta

    iled

    info

    rmat

    ion

    prov

    ided

    on

    indi

    vidu

    al

    mer

    gers

    stud

    ied

    Exam

    ines

    chan

    ge in

    pric

    es o

    f 22

    Ohi

    o ho

    spita

    ls aff

    ecte

    d by

    m

    erge

    rs in

    199

    4 or

    199

    5

    Estim

    ates

    the

    pric

    e of

    hig

    h-vo

    lum

    e pr

    oced

    ures

    incr

    ease

    d by

    16.

    5% a

    t mer

    ging

    hos

    pita

    ls

    Vita

    and

    Sac

    her (

    2001

    )Es

    timat

    es h

    ow m

    ergi

    ng

    hosp

    itals’

    pric

    es ch

    ange

    d re

    lativ

    e to

    thos

    e of

    a co

    ntro

    l gr

    oup

    “Had

    the

    FTC

    had

    the

    oppo

    rtun

    ity to

    seek

    a

    prel

    imin

    ary

    inju

    nctio

    n in

    this

    case

    , it w

    ould

    hav

    e do

    ne so

    ” (p

    . 68)

    Dom

    inic

    an S

    anta

    Cru

    z H

    ospi

    tal’s

    acq

    uisit

    ion

    of A

    MI

    Com

    mun

    ity H

    ospi

    tal (

    1990

    )

    Estim

    ates

    Dom

    inic

    an p

    rice

    rose

    by

    23%

    and

    AM

    I pric

    e ro

    se

    by 1

    7%

    Daf

    ny (2

    009)

    Estim

    ates

    how

    riva

    l hos

    pita

    ls ch

    ange

    d pr

    ice

    follo

    win

    g a

    mer

    ger

    No

    info

    rmat

    ion

    prov

    ided

    on

    indi

    vidu

    al m

    erge

    rs st

    udie

    dSa

    mpl

    e of

    man

    y m

    erge

    rs ta

    king

    pl

    ace

    betw

    een

    1989

    and

    199

    6Es

    timat

    es th

    at ri

    val h

    ospi

    tals

    incr

    ease

    d pr

    ices

    by

    roug

    hly

    40%

    Haa

    s-W

    ilson

    and

    Gar

    mon

    (2

    011)

    Estim

    ates

    how

    mer

    ging

    ho

    spita

    ls’ p

    rices

    chan

    ged

    rela

    tive

    to th

    ose

    of a

    cont

    rol

    grou

    p

    Mer

    ger o

    f onl

    y tw

    o ho

    spita

    ls in

    W

    auke

    gan,

    Illin

    ois

    Mer

    ger o

    f St.

    Ther

    ese

    and

    Vic

    tory

    hos

    pita

    ls (2

    000)

    Estim

    ates

    that

    pric

    e eff

    ects

    var

    y by

    cont

    rol g

    roup

    , ins

    urer

    , and

    es

    timat

    ion

    met

    hod

    (−20

    %

    to 2

    9%);

    in m

    ost c

    ases

    pric

    es

    decr

    ease

    d

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  • S85

      

    Mer

    ger c

    halle

    nged

    by

    Fede

    ral

    Trad

    e C

    omm

    issio

    n 4

    year

    s aft

    er m

    erge

    r con

    sum

    mat

    ion

    Mer

    ger o

    f Eva

    nsto

    n N

    orth

    wes

    tern

    Hea

    lthca

    re

    Cor

    pora

    tion

    and

    Hig

    hlan

    d Pa

    rk H

    ospi

    tal (

    2000

    )

    Estim

    ated

    pric

    e eff

    ects

    var

    y by

    co

    ntro

    l gro

    up, i

    nsur

    er, a

    nd

    estim

    atio

    n m

    etho

    d (−

    2%

    to 8

    0%);

    the

    over

    whe

    lmin

    g m

    ajor

    ity o

    f est

    imat

    ed p

    rice

    incr

    ease

    s wer

    e po

    sitiv

    e an

    d ec

    onom

    ical

    ly a

    nd st

    atist

    ical

    ly

    signi

    fican

    tTe

    nn (2

    011)

    Es

    timat

    es h

    ow m

    ergi

    ng

    hosp

    itals’

    pric

    es ch

    ange

    d re

    lativ

    e to

    thos

    e of

    a co

    ntro

    l gr

    oup

    Stat

    e of

    Cal

    iforn

    ia

    unsu

    cces

    sful

    ly a

    ttem

    pted

    to

    bloc

    k m

    erge

    r

    Sutte

    r’s p

    urch

    ase

    of S

    umm

    it H

    ospi

    tal (

    1999

    )La

    rge

    pric

    e in

    crea

    ses f

    or S

    umm

    it va

    ryin

    g by

    insu

    rer a

    nd

    estim

    atio

    n m

    etho

    d (2

    3% to

    50

    %);

    no sy

    stem

    atic

    evi

    denc

    e of

    a p

    rice

    incr

    ease

    or d

    ecre

    ase

    for S

    utte

    r-ow

    ned

    hosp

    ital

    Thom

    pson

    (201

    1)Es

    timat

    es h

    ow m

    ergi

    ng

    hosp

    itals’

    pric

    es ch

    ange

    d re

    lativ

    e to

    thos

    e of

    a co

    ntro

    l gr

    oup

    Mer

    ging

    hos

    pita

    ls m

    uch

    clos

    er

    to e

    ach

    othe

    r tha

    n riv

    al

    hosp

    itals

    New

    Han

    nove

    r Reg

    iona

    l M

    edic

    al C

    ente

    r acq

    uisit

    ion

    of C

    olum

    bia

    Cap

    e Fe

    ar

    Mem

    oria

    l Hos

    pita

    l (19

    98)

    Estim

    ated

    pric

    e eff

    ects

    var

    y dr

    amat

    ical

    ly b

    y in

    sure

    r (−

    30%

    to 6

    5%);

    two

    insu

    rers

    ex

    perie

    nced

    a p

    rice

    incr

    ease

    , on

    e a

    pric

    e de

    crea

    se, a

    nd o

    ne

    little

    mea

    ning

    ful c

    hang

    e in

    pr

    ice

    rela

    tive

    to th

    e co

    ntro

    l gr

    oup

    This content downloaded from 140.180.247.052 on May 31, 2019 09:30:10 AMAll use subject to University of Chicago Press Terms and Conditions (http://www.journals.uchicago.edu/t-and-c).

  • S86

    Tabl

    e 4

    Esti

    mat

    ed P

    rice

    Eff

    ects

    of C

    onsu

    mm

    ated

    Hor

    izon

    tal M

    erge

    rs in

    the

    Petr

    oleu

    m In

    dust

    ry

    Stud

    ySt

    udy

    Des

    crip

    tion

    Evid

    ence

    on

    Enfo

    rcem

    ent

    Mar

    gin

    Mer

    ger

    Pric

    e Eff

    ects

    Rep

    orte

    dU

    .S. G

    over

    nmen

    t A

    ccou

    ntab

    ility

    Offi

    ce

    (GA

    O) (

    2004

    )

    Estim

    ates

    the

    chan

    ge in

    w

    hole

    sale

    pric

    es d

    ue to

    m

    erge

    r; se

    para

    te p

    rice

    effec

    ts e

    stim

    ated

    for e

    ach

    spec

    ifica

    tion

    of g

    asol

    ine

    and

    bran

    ded

    and

    unbr

    ande

    d w

    hole

    sale

    pric

    e

    Mer

    gers

    sele

    cted

    bec

    ause

    of

    “the

    ir tr

    ansa

    ctio

    n siz

    e, F

    TC’s

    revi

    ew o

    f the

    m, o

    r con

    cern

    s ex

    pres

    sed

    by so

    me

    indu

    stry

    pa

    rtic

    ipan

    ts a

    nd st

    ate

    offici

    als

    we

    [GA

    O] i

    nter

    view

    ed” (

    p.

    82)

    Tosc

    o’s p

    urch

    ase

    of U

    noca

    l re

    finer

    y in

    199

    7

    UD

    S pu

    rcha

    se o

    f Tot

    al in

    199

    7

    Join

    t ven

    ture

    bet

    wee

    n M

    arat

    hon

    and

    Ash

    land

    Pet

    role

    um in

    19

    98

    Shel

    l Tex

    aco

    I (cr

    eatio

    n of

    Eq

    uilo

    n) 1

    998

    Shel

    l Tex

    aco

    II (c

    reat

    ion

    of

    Mot

    iva)

    199

    8

    Bran

    ded

    Cal

    iforn

    ia A

    ir Re

    sour

    ces

    Boar

    d (C

    ARB

    ) gas

    : 6.8

    cent

    s pe

    r gal

    lon

    (cpg

    ); un

    bran

    ded

    CA

    RB g

    as: −

    1.58

    cpg

    Bran

    ded

    conv

    entio

    nal g

    as: −

    .89

    cpg;

    unb

    rand

    ed co

    nven

    tiona

    l ga

    s: -1

    .25

    cpg

    Bran

    ded

    conv

    entio

    nal g

    as: .

    7 cp

    g;

    unbr

    ande

    d co

    nven

    tiona

    l gas

    : .3

    9 cp

    g; b

    rand

    ed re

    form

    ulat

    ed

    gas:

    .71

    cpg;

    unb

    rand

    ed

    refo

    rmul

    ated

    gas

    : .86

    cpg

    Bran

    ded

    conv

    entio

    nal g

    as: .

    99

    cpg;

    unb

    rand

    ed co

    nven

    tiona

    l ga

    s: 1.

    13 cp

    g; b

    rand

    ed C

    ARB

    ga

    s: −.

    69 cp

    g; u

    nbra

    nded

    C

    ARB

    gas

    : −.2

    4 cp

    gBr

    ande

    d co

    nven

    tiona

    l gas

    : −1.

    77

    cpg;

    unb

    rand

    ed co

    nven

    tiona

    l ga

    s: −1

    .24

    cpg;

    bra

    nded

    re

    form

    ulat

    ed g

    as: .

    39 cp

    g;

    unbr

    ande

    d re

    form

    ulat

    ed g

    as:

    .09

    cpg

           

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  • S87

     BP

    -Am

    oco

    1998

    Bran

    ded

    conv

    entio

    nal g

    as: .

    4 cp

    g;

    unbr

    ande

    d co

    nven

    tiona

    l gas

    : .9

    7 cp

    g, b

    rand

    ed re

    form

    ulat

    ed

    gas:

    .55

    cpg;

    unb

    rand

    ed

    refo

    rmul

    ated

    gas

    : .4

    cpg

     M

    arat

    hon

    Ash

    land

    Pet

    role

    um

    (MA

    P)–U

    ltram

    ar D

    iam

    ond

    Sham

    rock

    (UD

    S)

    Bran

    ded

    conv

    entio

    nal g

    as: 1

    .38

    cpg;

    unb

    rand

    ed co

    nven

    tiona

    l ga

    s: 2.

    63 cp

      

    Exxo

    n-M

    obil

    2000

    Bran

    ded

    conv

    entio

    nal g

    as: 3

    .71

    cpg;

    unb

    rand

    ed co

    nven

    tiona

    l ga

    s: 5.

    00 cp

    g; b

    rand

    ed

    refo

    rmul

    ated

    gas

    : 1.6

    1 cp

    g;

    unbr

    ande

    d re

    form

    ulat

    ed g

    as:

    1.01

    cpg

    Cho

    uina

    rd a

    nd P

    erlo

    ff (2

    007)

    Estim

    ates

    a p

    rice

    equa

    tion

    sepa

    rate

    ly fo

    r ret

    ail a

    nd

    who

    lesa

    le g

    asol

    ine

    pric

    es;

    usin

    g th

    is m

    odel

    , aut

    hors

    es

    timat

    e th

    e m

    erge

    r pric

    e eff

    ects

    of t

    he 3

    1 m

    erge

    rs a

    nd

    repo

    rt th

    e m

    ean

    and

    rang

    e of

    est

    imat

    ed m

    erge

    r effe

    cts

    rath

    er th

    an se

    para

    te p

    rice

    effec

    ts b

    y m

    erge

    r

    No

    info

    rmat

    ion

    prov

    ided

    as

    to w

    heth

    er m

    erge

    rs w

    ere

    mar

    gina

    l

    Six

    refin

    ery

    and

    25 re

    tail

    mer

    gers

    taki

    ng p

    lace

    bet

    wee

    n 19

    89 a

    nd 1

    998

    Reta

    il pr

    ice:

    mea

    n re

    finin

    g m

    erge

    r pric

    e eff

    ect:

    .43

    cpg;

    m

    ean

    reta

    iling

    mer

    ger p

    rice

    effec

    t: −.

    04 cp

    g; w

    hole

    sale

    pr

    ice:

    mea

    n re

    finin

    g m

    erge

    r eff

    ect:

    .57

    cpg;

    mea

    n re

    taili

    ng

    mer

    ger e

    ffect

    : −.0

    6 cp

    g

    Tayl

    or a

    nd H

    oske

    n (2

    007)

    Estim

    ates

    chan

    ge in

    who

    lesa

    le

    and

    reta

    il ga

    solin

    e pr

    ices

    re

    sulti

    ng fr

    om th

    e m

    erge

    r in

    four

    mar

    kets

    A p

    ress

    repo

    rt st

    ated

    that

    the

    Fede

    ral T

    rade

    Com

    miss

    ion

    (FTC

    ) rev

    iew

    ed a

    nd

    allo

    wed

    the

    mer

    ger w

    ithou

    t co

    nditi

    ons

    Join

    t ven

    ture

    bet

    wee

    n M

    arat

    hon

    and

    Ash

    land

    Pet

    role

    um in

    19

    98

    Who

    lesa

    le p

    rice

    incr

    ease

    s in

    two

    of fo

    ur m

    arke

    ts; r

    etai

    l cha

    nges

    in

    onl

    y on

    e of

    thos

    e tw

    o, li

    kely

    be

    caus

    e of

    a co

    st sh

    ock

    Sim

    pson

    and

    Tay

    lor (

    2008

    )Es

    timat

    es ch

    ange

    in re

    tail

    gaso

    line

    pric

    e re

    sulti

    ng fr

    om

    tran

    sact

    ion

    in si

    x aff

    ecte

    d m

    arke

    ts in

    U.S

    . Mid

    wes

    t

    No

    chal

    leng

    e; a

    rgum

    ent m

    ade

    that

    the

    mer

    ger i

    ncre

    ased

    m

    arke

    t con

    cent

    ratio

    n m

    ore

    than

    man

    y ot

    her p

    rom

    inen

    t m

    erge

    rs in

    pet

    role

    um

    indu

    stry

    MA

    P ac

    quire

    s Mic

    higa

    n A

    sset

    s of

    UD

    S (1

    999)

    No

    mea

    ning

    ful c

    hang

    e in

    reta

    il ga

    solin

    e pr

    ices

    This content downloaded from 140.180.247.052 on May 31, 2019 09:30:10 AMAll use subject to University of Chicago Press Terms and Conditions (http://www.journals.uchicago.edu/t-and-c).

  • S88

    Tabl

    e 4

    (Con

    tinue

    d)

    Stud

    ySt

    udy

    Des

    crip

    tion

    Evid

    ence

    on

    Enfo

    rcem

    ent

    Mar

    gin

    Mer

    ger

    Pric

    e Eff

    ects

    Rep

    orte

    d

    U.S

    . Gov

    ernm

    ent

    Acc

    ount

    abili

    ty O

    ffice

    (2

    009)

    Estim

    ates

    the

    pric

    e eff

    ects

    of

    seve

    n pe

    trol

    eum

    mer

    gers

    ta

    king

    pla

    ce b

    etw

    een

    2001

    an

    d 20

    05; a

    ll sp

    ecifi

    catio

    ns

    of g

    as p

    oole

    d in

    a si

    ngle

    re

    gres

    sion

    Mer

    gers

    sele

    cted

    into

    stud

    y if

    the

    valu

    e w

    as g

    reat

    er th

    an

    $200

    mill

    ion,

    occ

    urre

    d be

    twee

    n 20

    00 a

    nd 2

    007,

    and

    ad

    equa

    te p

    rice

    data

    wer

    e av

    aila

    ble

    Che

    vron

    /Tex

    aco,

    200

    0: o

    il an

    d ga

    s res

    erve

    sPh

    illip

    s Pet

    role

    um C

    ompa

    ny/

    Tosc

    o, 2

    001:

    eig

    ht re

    finer

    ies

    and

    appr

    oxim

    atel

    y 6,

    400

    reta

    il ga

    solin

    e st

    atio

    nsV

    aler

    o/U

    DS,

    200

    1: se

    ven

    refin

    erie

    s and

    app

    roxi

    mat

    ely

    5,00

    0 re

    tail

    gaso

    line

    stat

    ions

    Roya

    l Dut

    ch S

    hell/

    Texa

    co, 2

    001:

    Te

    xaco

    ’s sh

    are

    of M

    otiv

    a an

    d Eq

    uilo

    n do

    wns

    trea

    m jo

    int

    vent

    ures

    Phill

    ips P

    etro

    leum

    Com

    pany

    /C

    onoc

    co, 2

    001:

    oil

    and

    gas r

    eser

    ves,

    refin

    ing

    and

    mar

    ketin

    g as

    sets

    Prem

    cor/

    Will

    iam

    s, 20

    02: o

    ne

    refin

    ery

    Val

    ero/

    Prem

    cor,

    2005

    : fou

    r re

    finer

    ies

    Resu

    lts n

    ot st

    atist

    ical

    ly si

    gnifi

    cant

    Resu

    lts n

    ot st

    atist

    ical

    ly si

    gnifi

    cant

    Bran

    ded

    gaso

    line

    pric

    e: 1

    .06

    cpg;

    un

    bran

    ded

    gaso

    line

    pric

    e: n

    ot

    stat

    istic

    ally

    sign

    ifica

    ntRe

    sults

    not

    stat

    istic

    ally

    sign

    ifica

    nt

    Bran

    ded

    gaso

    line

    pric

    e: −

    1.64

    cp

    g; u

    nbra

    nded

    gas

    olin

    e pr

    ice:

    −1

    .14

    cpg

    Resu

    lts n

    ot st

    atist

    ical

    ly si

    gnifi

    cant

    Bran

    ded

    gaso

    line

    pric

    e: n

    ot

    stat

    istic

    ally

    sign

    ifica

    nt;

    unbr

    ande

    d ga

    solin

    e pr

    ice:

    1.

    13 cp

    g           

    This content downloaded from 140.180.247.052 on May 31, 2019 09:30:10 AMAll use subject to University of Chicago Press Terms and Conditions (http://www.journals.uchicago.edu/t-and-c).

  • S89

    Hos

    ken,

    Silv

    ia, a

    nd T

    aylo

    r (2

    011)

    Estim

    ates

    chan

    ge in

    who

    lesa

    le

    and

    reta

    il ga

    solin

    e pr

    ices