A Framework for Value Creation  587 value of Company B to Company A is $1.4 billion. Subtracting the purchase price of $1.3 billion from the value received of $1.4 billion leaves $100 million of value created for Company A’s shareholders. In the case where the stand-alone value of the target equals its market value, value is created for the acquirer’s shareholders only when the value of improvements is greater than the premium paid: Value Created Value of Improvements Acquisition Premium = − Examining this equation, it’s easy to see why most of the value created from acquisitions goes to the seller’s shareholders: if a company pays a 30 percent premium, then it must increase the value of the target by at least 30 percent to create any value. Exhibit 31.2 shows the value created for the acquirer’s shareholders rela- tive to the amount invested in acquisitions at different levels of premiums and operating improvements. For example, Company A, from the example just considered, paid a 30 percent premium for Company B and improved Company B’s value by 40 percent, so the value created for the acquirers’ share- holders represents 8 percent of the amount Company A invested in the deal. If we further assume that Company A was worth about three times Com- pany B’s worth at the time of the acquisition, this major acquisition would be expected to increase Company A’s value by only about 3 percent: $100 million of value creation (see Exhibit 31.1) divided by Company A’s value of $3 bil- lion. As this example shows, it is difficult for an acquirer to create a substantial amount of value from acquisitions. While a 40 percent performance improvement sounds steep, that’s what better acquirers often achieve. Exhibit 31.3 presents estimates of the value EXHIBIT 31.2  Value Creation for Given Performance Improvements and Premium Paid Value creation as % of deal value 10 20 0 30 10 20 30 40 50 0 9 18 27 36 –8 0 8 17 25 –15 –8 0 8 15 Value of performance improvements, % of stand-alone target value 20 30 40 10 50 Premium paid, % of stand-alone target value 588  Mergers and Acquisitions created from a sample of deals over the past 20 years. To estimate the gross value creation, we discounted the announced actual performance improve- ments at the company’s weighted average cost of capital (WACC). The per- formance improvements were substantial, typically exceeding 50 percent of the value of the target. In addition, Kellogg and PepsiCo paid unusually low premiums for their acquisitions, allowing them to capture more value. Empirical Results Acquisitions and their effects on value creation are a perennial topic of interest to researchers. Empirical studies of acquisitions have yielded useful insights into when they occur, whether they create value, and for whom they create value. When Do Acquisitions Take Place? Acquisition activity tends to occur in waves, as shown in Exhibit 31.4. Several factors drive these waves. First, we tend to see more acquisitions when stock prices are rising and managers are optimistic (though to maximize the amount of value created, they should really make acquisitions when prices are low). Low interest rates also stimulate acquisitions, especially heavily leveraged ac- quisitions by private-equity firms. Finally, one large acquisition in an industry encourages others in the same industry to acquire something, too. Do Acquisitions Create Value? For decades, academics and other researchers have studied the question of whether acquisitions create value. Most studies have examined the stock price reaction to the announcement of acquisitions. One effect of this approach is EXHIBIT 31.3  Selected Acquisitions: Significant Improvements % Year Value of improvements relative to target value1 Premium paid Net value created relative to price2 Abbott Labs/Alere 2016 45–55 35 10–20 Tesoro/Western Refining 2016 45–55 35 10–20 RF Micro Devices/Triquint Semiconductor 2014 60–70 10 50–60 InBev/Anheuser-Busch 2008 35–45 20 15–25 Henkel/National Starch 2007 60–90 55 5–25 Kellogg/Keebler 2000 45–70 15 30–50 PepsiCo/Quaker Oats 2000 35–55 10 25–40 Clorox/First Brands 1998 70–105 60 5–25 1 Present value of announced performance improvements divided by target value. 2 Net value created from acquisition divided by purchase price.