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(1) Read and summarize chapter "Efficient markets, random walks, and bubbles" in R. Shiller's book Irrational Exuberance. Format: 2-page, 1” margin, Times New Roman font size 12, double space. This is an individual assignment and everyone should read it. Make sure you cover each section in the chapter in your summary. Attached is a copy of the older version of the book. (2) Pick 2 incidents that interest/surprise you most from Table 16-2 (class handout), and find more details of the incidents. Format: 1 page, 1” margin, Times New Roman font size 12, double space. Irrational Exuberance Robert J. Shiller Princeton University Press Princeton, New Jersey Contents Copyright © 2000 Robert J. Shiller Published by Princeton University Press, 41 William Street, Princeton, New Jersey 08540 In the United Kingdom: Princeton University Press, Chichester, West Sussex All Rights Reserved Library of Congress Cataloging-in-Publication Data Shiller, Robert J. Irrational exuberance / Robert J. Shiller. p. cm. Includes bibliographical references and index. ISBN 0-691-05062-7 (cloth : alk. paper) 1. Stocks—United States. 2. Stock exchanges—United States. 3. Stocks—Prices—United States. 4. Risk. 5. Dow Jones industrial average. I. Title. HG4910.S457 2000 332.63'222'0973—dc21 99-088869 This book has been composed in Adobe Palatino and Berkeley Old Style Book and Black by Princeton Editorial Associates, Inc., Scottsdale, Arizona, and Roosevelt, New Jersey List of Figures and Tables Preface Acknowledgments One Printed in the United States of America The Stock Market Level in Historical Perspective 3 Part One Structural Factors Two Three Precipitating Factors: The Internet, the Baby Boom, and Other Events Amplification Mechanisms: Naturally Occurring Ponzi Processes 17 44 Part Two Cultural Factors The paper used in this publication meets the requirements of ANSI/NISO Z39.48-1992 (R1997) (Permanence of Paper) http://pup.princeton.edu ix xi xix Four Five Six The News Media New Era Economic Thinking New Eras and Bubbles around the World 10 9 8 7 6 5 4 3 2 1 vii 71 96 118 viii CO N TEN TS Part Three Psychological Factors Seven Eight Psychological Anchors for the Market Herd Behavior and Epidemics 135 148 Figures and Tables Part Four Attempts to Rationalize Exuberance Nine Ten Efficient Markets, Random Walks, and Bubbles Investor Learning—and Unlearning 171 191 Part Five A Call to Action Eleven Speculative Volatility in a Free Society Notes References Index 235 269 283 203 Figures 1.1 1.2 1.3 9.1 Stock Prices and Earnings, 1871–2000 Price-Earnings Ratio, 1881–2000 Price-Earnings Ratio as Predictor of Ten-Year Returns Stock Price and Dividend Present Value, 1871–2000 6 8 11 186 Tables 6.1 6.2 6.3 6.4 Largest Recent One-Year Real Stock Price Index Increases Largest Recent One-Year Real Stock Price Index Decreases Largest Recent Five-Year Real Stock Price Index Increases Largest Recent Five-Year Real Stock Price Index Decreases ix 119 120 121 122 xii Preface T his book is a broad study, drawing on a wide range of published research and historical evidence, of the enormous recent stock market boom. Although it takes as its specific starting point the current situation, it places that situation in the context of stock market booms generally, and it also makes concrete suggestions regarding policy changes that should be initiated in response to this and other booms. The need for such a book is particularly urgent today, in view of the widespread and quite fundamental disagreement about the stock market. When people disagree at such a basic level, it is usually because they possess only pieces of the overall picture. Yet meaningful consensus can only be achieved by laying out all the available facts. I have therefore tried in this book to present a much broader range of information than is usually considered in writings on the market, and I have tried to synthesize this information into a detailed picture of the market today. Why did the U.S. stock market reach such high levels by the turn of the millennium? What changed to cause the market to become so highly priced? What do these changes mean for the market xi PR EFAC E outlook in the opening decades of the new millennium? Are powerful fundamental factors at work to keep the market as high as it is now or to push it even higher, even if there is a downward correction? Or is the market high only because of some irrational exuberance—wishful thinking on the part of investors that blinds us to the truth of our situation? The answers to these questions are critically important to private and public interests alike. How we value the stock market now and in the future influences major economic and social policy decisions that affect not only investors but also society at large, even the world. If we exaggerate the present and future value of the stock market, then as a society we may invest too much in business startups and expansions, and too little in infrastructure, education, and other forms of human capital. If we think the market is worth more than it really is, we may become complacent in funding our pension plans, in maintaining our savings rate, in legislating an improved Social Security system, and in providing other forms of social insurance. We might also lose the opportunity to use our expanding financial technology to devise new solutions to the genuine risks—to our homes, cities, and livelihoods—that we face. To answer these questions about today’s stock market, I harvest relevant information from diverse and, some would say, remote fields of inquiry. Insights from these fields too often go unnoticed by market analysts, but they have proved critical in defining similar market episodes throughout history, as well as in other markets around the world. These fields include economics, psychology, demography, sociology, and history. In addition to more conventional modes of financial analysis, they bring potent insights to bear on the issues at hand. Much of the evidence is drawn from the emerging field of behavioral finance, which, as the years go by, is looking less and less like a minor subfield of finance and more and more like a central pillar of serious finance theory. I marshal the most important insights offered by researchers in these fields. Taken as a whole, they suggest that the present stock market displays the classic features of a speculative bubble: a situation in which temporarily high prices are sustained largely by investors’ enthusiasm rather than by consistent estimation of real PREFA CE xiii value. Under these conditions, even though the market could possibly maintain or even substantially increase its price level, the outlook for the stock market into the next ten or twenty years is likely to be rather poor—and perhaps even dangerous. I do not purport to present a wholly new conception of financial market behavior. This book is a work neither of economic theory nor of econometrics, although it partakes in both. Rather, it is an attempt to characterize the complex nature of our real markets today, considering whether they conform or do not conform to our expectations and models. By assembling the most relevant evidence, economic and otherwise, on the state of the market, I hope to correct what I consider to be the perilous policy paths now being followed by legislators and economic leaders. I also hope to challenge financial thinkers to improve their theories by testing them against the impressive evidence that suggests that the price level is more than merely the sum of the available economic information, as is now generally thought to be the case. Within the past generation the branch of financial theory that is derived from the assumption that all people are thoroughly rational and calculating has become the most influential analytical device to inform our mastery of the market. Those financial theorists who consider the market price to be a cunningly efficient processor of financial information have had a profound effect on the systematic management of the world’s wealth, from the corner stockbroker right up to the Federal Reserve. But most of these scholars of finance and economics shrink from public statements about the level of the stock market (although they are often more loose-lipped in expressing their opinions at lunch and over beers) because they do not want to be caught saying things in public that they cannot prove. Assuming the mantle of scientific detachment, these financial economists tend to fall back on the simple but elegant model of market efficiency to justify their professional position. However, there are serious risks inherent in relying too heavily on such pristine models as the basis for policy discussion, for these models deal only with problems that can be answered with scientific precision. If one tries too hard to be precise, one runs the risk of xiv PR EFAC E being so narrow as to be irrelevant. The evidence I present in the following chapters suggests that the reality of today’s stock market is anything but test-tube clinical. If the theory of finance is to grow in its usefulness, all economists eventually will have to grapple with these messier aspects of market reality. Meanwhile, participants in public debate and economic policy formation must sort out this tangle of market factors now, before it is too late. Among the unanticipated consequences of today’s investment culture is that many of the tens of millions of adults now invested in the stock market act as if the price level is simply going to keep rising at its current rate. Even though the stock market appears based on some measures to be higher than it has ever been, investors behave as though it can never be too high, and that it can never go down for long. Why would they behave this way? Their logic is apparently consistent with the free-rider argument. That is, if millions of researchers and investors are studying stock prices and confirming their apparent value, why waste one’s time in trying to figure out reasonable prices? One might as well take the free ride at the expense of these other diligent investors who have investigated stock prices and do what they’re doing—buy stocks! But unknown to most investors is the troubling lack of credibility in the quality of research being done on the stock market, to say nothing of the clarity and accuracy with which it is communicated to the public. Some of this so-called research often seems no more rigorous than the reading of tea leaves. Arguments that the Dow is going to 36,000 or 40,000 or 100,000 hardly inspire trust. Certainly some researchers are thinking more realistically about the market’s prospects and reaching better-informed positions on its future, but these are not the names that grab the headlines and thus influence public attitudes. Instead the headlines reflect the news media’s constant attention to trivial factoids and “celebrity” opinion about the market’s price level. Driven as their authors are by competition for readers, listeners, and viewers, media accounts tend to be superficial and thus to encourage basic misconceptions about the market. A conventional wisdom of sorts, stressing the seemingly eternal dura- PREFA CE xv bility of stocks, has emerged from these media accounts. The public has learned to accept this conventional—but in my view shallow—wisdom. To be fair to the Wall Street professionals whose views appear in the media, it is difficult for them to correct the conventional wisdom because they are limited by the blurbs and sound bites afforded them. One would need to write books to straighten these things out. This is such a book. As noted earlier, the conventional wisdom holds that the stock market as a whole has always been the best investment, and always will be, even when the market is overpriced by historical standards. Small investors, in their retirement funds, are increasingly shifting their investments toward stocks, and the investment policy of 100% stocks in retirement funds is increasingly popular. They put their money where their mantra is. This attitude invites exploitation by companies who have an unlimited supply of equities to sell. “You want stocks? We’ll give you stocks.” Most investors also seem to view the stock market as a force of nature unto itself. They do not fully realize that they themselves, as a group, determine the level of the market. And they underestimate how similar to their own thinking is that of other investors. Many individual investors think that institutional investors dominate the market and that these “smart money” investors have sophisticated models to understand prices—superior knowledge. Little do they know that most institutional investors are, by and large, equally clueless about the level of the market. In short, the price level is driven to a certain extent by a self-fulfilling prophecy based on similar hunches held by a vast cross section of large and small investors and reinforced by news media that are often content to ratify this investor-induced conventional wisdom. When the Dow Jones Industrial Average first surpassed 10,000 in March 1999, Merrill Lynch took out a full-page newspaper ad with a headline saying, “Even those with a disciplined long-term approach like ours have to sit back and say ‘wow.’” In the bottom left corner of the page, next to a stock plot ending up at 10,000, appeared the words “HUMAN ACHIEVEMENT.” If this is an achievement worth congratulating, then we should congratulate employees whenever they submit glowing self-evaluation reports. xvi PR EFAC E At present there is a whiff of extravagant expectation, if not irrational exuberance, in the air. People are optimistic about the stock market. There is a lack of sobriety about its downside and the consequences that would ensue as a result. If the Dow were to drop to 6,000, the loss would represent something like the equivalent value of the entire housing stock of the United States. There would be harmful and uneven effects on individuals, pension funds, college endowments, and charitable organizations. We need to know if the price level of the stock market today, tomorrow, or on any other day is a sensible reflection of economic reality, just as we need to know as individuals what we have in our bank accounts. This valuation is the future food on our tables and clothes on our backs, and nearly every decision to spend money today ought to be influenced by it. We need a better understanding of the forces that shape the long-run outlook for the market—and it is such an understanding that this book is intended to provide. Outline of This Book After an introductory chapter placing the current stock market into historical context, Part I discusses precipitating events: factors outside the stock market, such as technology and demography, that nevertheless shape the market’s behavior. It also covers amplifying mechanisms that cause these precipitating factors to have such an outsized effect on the market. These mechanisms can reinforce confidence in the market despite its already high price by creating situations in which price changes cause further price changes, thus beginning the speculative bubble. Part II introduces cultural factors that further reinforce the structure of the speculative bubble. These factors include accounts of the economy that contend that it has moved into a “new era” that makes it impervious to downside forces, accounts that are amplified by the news media. Examples of similar “new era” thinking at each of the previous market peaks in the twentieth century are recounted, as are numerous examples from other countries. Part III discusses the evidence we have collected about the psychological anchors and herd behavior that further define the speculative bubble. PREFA CE xvii Part IV investigates attempts on the part of academic and popular thinkers to rationalize the recent market levels through, for example, the efficient markets theory and the “learning” of certain “facts” about the behavior of the market. Part V analyzes the implications of the current speculative bubble for individual investors, institutions, and governments. Several prescriptions for urgently needed policy changes are offered, as are suggestions for ways in which individual investors can lower their exposure to the consequences of a “burst” bubble. Acknowledgments J eremy Siegel, while clearly not agreeing with me on all points, urged me to set down my ideas in this book. He is its real instigator. Jeremy has been a lifelong friend. Our families regularly vacation together, and I learned a distinctive approach to finance from him while strolling the beach together or watching our children fish. John Campbell, my former student, then co-author on a dozen scholarly papers on financial markets, and for years a close friend, has been my intellectual other half in formulating many of the ideas that led to this book. My original work on volatility in financial markets was refined and significantly advanced with his collaboration. He has also offered many helpful suggestions for this book and comments on the manuscript. Peter Dougherty, my editor at Princeton University Press, has been an extremely important formative influence on the book, helping to define the fundamental aspects of its structure. He has been a great colleague and more—really almost a collaborator. Peter Strupp of Princeton Editorial Associates was an unusually helpful copy editor. xix xx A CK N O WLED G M ENTS I was fortunate to have several excellent research assistants to help me during the writing. Peter Fabrizio unearthed the truth about many of the historical events discussed. Yuanfeng Hou performed careful data analysis. Luis Mancilla was a skillful fact finder. Steven Pawliczek was the source of many important ideas. I am also blessed with a number of friends and colleagues who read drafts of the manuscript and provided extensive comments: Stefano Athanasoulis, John Geanakoplos, William Konigsberg, Stephen Morris, Sharon Oster, Jay Ritter, Martin Shubik, and James Tobin. My colleagues at the Cowles Foundation for Research in Economics at Yale University—Donald Brown, Stefan Krieger, and William Nordhaus—have been a great help. I must also take this occasion to express gratitude to our late founder, Alfred Cowles III, an investment manager in the early part of this century and patron of mathematical economics, who tabulated the pre-1926 dividend and earnings data used in this book. Help from my colleagues at the new Yale International Center for Finance—its director, William Goetzmann, as well as Zhiwu Chen, Roger Ibbotson, Ivo Welch, and Jeffrey Wurgler—is also acknowledged. Roger, who is currently giving talks entitled “Dow 100,000” and predicting a brilliant future for the stock market, has been a willing foil for my ideas. Support from my colleagues at Case Shiller Weiss, Inc.—its president, Allan Weiss, as well as Karl Case, Neel Krishnaswami, and Terry Loebs—is much appreciated. As a team, they are attempting to put into practice some of the improvements to our society’s risk management institutions that I describe at the end of this book. I am grateful to the Russell Sage Foundation for sponsoring the behavioral finance workshops that Richard Thaler and I have been organizing for the past ten years at the National Bureau of Economic Research. The term behavioral finance refers to research on financial markets that takes into account the details of human behavior, including human psychology and sociology. This book benefits immeasurably from the work of the many scholars in the emerging field of behavioral finance, which is now beginning to take a solid place in university finance departments. ACKNO WL EDGM ENTS xxi The U.S. National Science Foundation has supported much of my basic research on financial markets. Their continuing support of my work for over twenty years now has enabled me to focus attention on issues independent of financial pressures. I am also grateful to Brad Barber, Scott Boorman, David Colander, Ray Fair, Peter Garber, Jeffrey Garten, Trevor Greetham, Stefan Krieger, Ricky Lam, Benoit Mercereau, Stephen Morris, William Nordhaus, John Rey, Colin Robertson, and Mark Warshawsky for helpful discussions, and to my assistant Carol Copeland and typist Glena Ames for much help. Yoshiro Tsutsui of Osaka University and Fumiko Kon-Ya of the Japanese Securities Research Institute have collaborated with me for the last dozen years on questionnaire survey research exploring investor attitudes in Japan as well as the United States. Help from Josephine Rinaldi and Walt Smietana at CompuMail has been much appreciated. I should certainly also thank the numerous investors who have taken the time to fill out questionnaires for me. To my wife, Virginia Shiller, who is a clinical psychologist, I owe fundamental gratitude for getting me really interested in psychology and convincing me of its importance in economics. She has given the most careful reading and criticism to the entire book and has helped me greatly in articulating my ideas. She also kept the home fires burning while I spent long days and nights working. 4 One The Stock Market Level in Historical Perspective W hen Alan Greenspan, chairman of the Federal Reserve Board in Washington, used the term irrational exuberance to describe the behavior of stock market investors in an otherwise staid speech on December 5, 1996, the world fixated on those words. Stock markets dropped precipitously. In Japan, the Nikkei index dropped 3.2%; in Hong Kong, the Hang Seng dropped 2.9%; and in Germany, the DAX dropped 4%. In London, the FT-SE 100 index was down 4% at one point during the day, and in the United States, the Dow Jones Industrial Average was down 2.3% near the beginning of trading. The words irrational exuberance quickly became Greenspan’s most famous quote—a catch phrase for everyone who follows the market. Why did the world react so strongly to these words? One view is that they were considered simply as evidence that the Federal Reserve would soon tighten monetary policy, and the world was merely reacting to revised forecasts of the Board’s likely actions. But that cannot explain why the public still remembers irrational exuberance so well years later. I believe that the reaction to these words reflects the public’s concern that the markets may indeed 3 THE S TOCK M AR KET LEV EL I N HISTORI CA L PERSPECT IV E have been bid up to unusually high and unsustainable levels under the influence of market psychology. Greenspan’s words suggest the possibility that the stock market will drop—or at least become a less promising investment. History certainly gives credence to this concern. In the balance of this chapter, we study the historical record. Although the discussion in this chapter gets pretty detailed, I urge you to follow its thread, for the details place today’s situation in a useful, and quite revealing, context. Market Heights By historical standards, the U.S. stock market has soared to extremely high levels in recent years. These results have created a sense among the investing public that such high valuations, and even higher ones, will be maintained in the foreseeable future. Yet if the history of high market valuations is any guide, the public may be very disappointed with the performance of the stock market in coming years. An unprecedented increase just before the start of the new millennium has brought the market to this great height. The Dow Jones Industrial Average (from here on, the Dow for short) stood at around 3,600 in early 1994. By 1999, it had passed 11,000, more than tripling in five years, a total increase in stock market prices of over 200%. At the start of 2000, the Dow passed 11,700. However, over the same period, basic economic indicators did not come close to tripling. U.S. personal income and gross domestic product rose less than 30%, and almost half of this increase was due to inflation. Corporate profits rose less than 60%, and that from a temporary recession-depressed base. Viewed in the light of these figures, the stock price increase appears unwarranted and, certainly by historical standards, unlikely to persist. Large stock price increases have occurred in many other countries at the same time. In Europe, between 1994 and 1999 the stock market valuations of France, Germany, Italy, Spain, and the United Kingdom roughly doubled. The stock market valuations of Canada, too, just about doubled, and those of Australia increased by half. TH E STO CK MA RK ET LEV EL IN H ISTO RICA L PERSPECTIV E 5 In the course of 1999, stock markets in Asia (Hong Kong, Indonesia, Japan, Malaysia, Singapore, and South Korea) and Latin America (Brazil, Chile, and Mexico) have made spectacular gains. But no other country of comparable size has had so large an increase since 1994 as that seen in the United States. Price increases in single-family homes have also occurred over the same time, but significant increases have occurred in only a few cities. Between 1994 and 1999 the total average real price increase of homes in ten major U.S. cities was only 9%. These price increases are tiny relative to the increase in the U.S. stock market.1 The extraordinary recent levels of U.S. stock prices, and associated expectations that these levels will be sustained or surpassed in the near future, present some important questions. We need to know whether the current period of high stock market pricing is like the other historical periods of high pricing, that is, whether it will be followed by poor or negative performance in coming years. We need to know confidently whether the increase that brought us here is indeed a speculative bubble—an unsustainable increase in prices brought on by investors’ buying behavior rather than by genuine, fundamental information about value. In short, we need to know if the value investors have imputed to the market is not really there, so that we can readjust our planning and thinking. A Look at the Data Figure 1.1 shows, for the United States, the monthly real (corrected for inflation using the Consumer Price Index) Standard and Poor’s (S&P) Composite Stock Price Index from January 1871 through January 2000 (upper curve), along with the corresponding series of real S&P Composite earnings (lower curve) for the same years.2 This figure allows us to get a truly long-term perspective on the U.S. stock market’s recent levels. We can see how differently the market has behaved recently as compared with the past. We see that the market has been heading up fairly uniformly ever since it bottomed out in July 1982. It is clearly the most dramatic bull market in U.S. history. The spiking of prices in the years 1992 through 2000 has been most remarkable: the price index looks like a rocket 6 THE S TOCK M AR KET LEV EL I N HISTORI CA L PERSPECT IV E Real S&P Composite Stock Price Index Real S&P Composite earnings Figure 1.1 Stock Prices and Earnings, 1871–2000 Real (inflation-corrected) S&P Composite Stock Price Index, monthly, January 1871 through January 2000 (upper series), and real S&P Composite earnings (lower series), January 1871 to September 1999. Source: Author’s calculations using data from S&P Statistical Service; U.S. Bureau of Labor Statistics; Cowles and associates, Common Stock Indexes; and Warren and Pearson, Gold and Prices. See also note 2. taking off through the top of the chart! This largest stock market boom ever may be referred to as the millennium boom.3 Yet this dramatic increase in prices since 1982 is not matched in real earnings growth. Looking at the figure, no such spike in earnings growth occurs in recent years. Earnings in fact seem to be oscillating around a slow, steady growth path that has persisted for over a century. No price action quite like this has ever happened before in U.S. stock market history. There was of course the famous stock runup of the 1920s, culminating in the 1929 crash. Figure 1.1 reveals this boom as a cusp-shaped price pattern for those years. If one TH E STO CK MA RK ET LEV EL IN H ISTO RICA L PERSPECTIV E 7 corrects for the market’s smaller scale then, one recognizes that this episode in the 1920s does resemble somewhat the recent stock market increase, but it is the only historical episode that comes even close to being comparable to the present boom. There was also a dramatic run-up in the late 1950s and early 1960s, culminating in a flat period for half a decade that was followed by the 1973–74 stock market debacle. But the price increase during this boom was certainly less dramatic than today’s. 8 THE S TOCK M AR KET LEV EL I N HISTORI CA L PERSPECT IV E Price-earnings ratio Price Relative to Earnings Part of the explanation for the remarkable price behavior between 1990 and 2000 may have to do with somewhat unusual earnings. Many observers have remarked that earnings growth in the fiveyear period ending in 1997 was extraordinary: real S&P Composite earnings more than doubled over this interval, and such a rapid five-year growth of real earnings has not occurred for nearly half a century. But 1992 marked the end of a recession during which earnings were temporarily depressed. Similar increases in earnings growth have happened before following periods of depressed earnings from recession or depression. In fact, there was more than a quadrupling of real earnings from 1921 to 1926 as the economy emerged from the severe recession of 1921 into the prosperous Roaring Twenties. Real earnings doubled during five-year periods following the depression of the 1890s, the Great Depression of the 1930s, and World War II. Figure 1.2 shows the price-earnings ratio, that is, the real (inflationcorrected) S&P Composite Index divided by the ten-year moving average real earnings on the index. The dates shown are monthly, January 1881 to January 2000. The price-earnings ratio is a measure of how expensive the market is relative to an objective measure of the ability of corporations to earn profits. I use the ten-year average of real earnings for the denominator, along lines proposed by Benjamin Graham and David Dodd in 1934. The ten-year average smooths out such events as the temporary burst of earnings during World War I, the temporary decline in earnings during World War II, or the frequent boosts and declines that we see due to the business cycle.4 Note again that there is an enormous spike after Figure 1.2 Price-Earnings Ratio, 1881–2000 Price-earnings ratio, monthly, January 1881 to January 2000. Numerator: real (inflation-corrected) S&P Composite Stock Price Index, January. Denominator: moving average over preceding ten years of real S&P Composite earnings. Years of peaks are indicated. Source: Author’s calculations using data from sources given in Figure 1.1. See also note 2. 1997, when the ratio rises until it hits 44.3 by January 2000. Priceearnings ratios by this measure have never been so high. The closest parallel is September 1929, when the ratio hit 32.6. In the latest data on earnings, earnings are quite high in comparison with the Graham and Dodd measure of long-run earnings, but nothing here is startlingly out of the ordinary. What is extraordinary today is the behavior of price (as also seen in Figure 1.1), not earnings. Other Periods of High Price Relative to Earnings There have been three other times when the price-earnings ratio as shown in Figure 1.2 attained high values, though never as high as TH E STO CK MA RK ET LEV EL IN H ISTO RICA L PERSPECTIV E 9 the 2000 value. The first time was in June 1901, when the priceearnings ratio reached a high of 25.2 (see Figure 1.2). This might be called the “Twentieth Century Peak,” since it came around the time of the celebration of this century. (The advent of the twentieth century was celebrated on January 1, 1901, not January 1, 1900.) 5 This peak occurred as the aftermath of a doubling of real earnings within five years, following the U.S. economy’s emergence from the depression of the 1890s.6 The 1901 peak in the price-earnings ratio occurred after a sudden spike in the price-earnings ratio, which took place between July 1900 and June 1901, an increase of 43% within eleven months. A turn-of-the-century optimism, associated with expansion talk about a prosperous and high-tech future, appeared. After 1901, there was no pronounced immediate downtrend in real prices, but for the next decade prices bounced around or just below the 1901 level and then fell. By June 1920, the stock market had lost 67% of its June 1901 real value. The average real return in the stock market (including dividends) was 3.4% a year in the five years following June 1901, barely above the real interest rate. The average real return (including dividends) was 4.4% a year in the ten years following June 1901, 3.1% a year in the fifteen years following June 1901, and –0.2% a year in the twenty years following June 1901.7 These are lower returns than we generally expect from the stock market, though had one held on into the 1920s, returns would have improved dramatically. The second instance of a high price-earnings ratio occurred in September 1929, the high point of the market in the 1920s and the second-highest ratio of all time. After the spectacular bull market of the 1920s, the ratio attained a value of 32.6. As we all know, the market tumbled from this high, with a real drop in the S&P Index of 80.6% by June 1932. The decline in real value was profound and long-lasting. The real S&P Composite Index did not return to its September 1929 value until December 1958. The average real return in the stock market (including dividends) was –13.1% a year for the five years following September 1929, –1.4% a year for the next ten years, –0.5% a year for the next fifteen years, and 0.4% a year for the next twenty years.8 10 THE S TOCK M AR KET LEV EL I N HISTORI CA L PERSPECT IV E The third instance of a high price-earnings ratio occurred in January 1966, when the price-earnings ratio as shown in Figure 1.2 reached a local maximum of 24.1. We might call this the “KennedyJohnson Peak,” drawing as it did on the prestige and charisma of President John Kennedy and the help of his vice-president and successor Lyndon Johnson. This peak came after a dramatic bull market and after a five-year price surge, from May 1960, of 46%. This surge, which took the price-earnings ratio to its local maximum, corresponded to a surge in earnings of 53%. The market reacted to this earnings growth as if it expected the growth to continue, but of course it did not. Real earnings increased little in the next decade. Real prices bounced around near their January 1966 peak, surpassing it somewhat in 1968 but then falling back, and real stock prices were down 56% from their January 1966 value by December 1974. Real stock prices would not be back up to the January 1966 level until May 1992. The average real return in the stock market (including dividends) was –2.6% a year for the five years following January 1966, –1.8% a year for the next ten years, –0.5% a year for the next fifteen years, and 1.9% a year for the next twenty years. A Historical Relation between Price-Earnings Ratios and Subsequent Long-Term Returns Figure 1.3 is a scatter diagram showing, for January of each year 1881 to 1989, on the horizontal axis, the price-earnings ratio for that month, and, on the vertical axis, the annualized real (inflationcorrected) stock market return over the ten years following that month. This scatter diagram allows us to see visually how well the price-earnings ratio forecasts subsequent long-term (ten-year) returns. Only January data are shown: if all twelve months of each year were shown there would be so many points that the scatter would be unreadable. The downside of this plotting method, of course, is that by showing only January data we miss most of the peaks and troughs of the market. For example, we miss the peak of the market in 1929 and also miss the negative returns that followed it. The price-earnings ratio shown in Figure 1.3 is the same as that plotted in Figure 1.2. Each year is indicated by the last two TH E STO CK MA RK ET LEV EL IN H ISTO RICA L PERSPECTIV E 11 Figure 1.3 Price-Earnings Ratio as Predictor of Ten-Year Returns Scatter diagram of annualized ten-year returns against price-earnings ratios. Horizontal axis shows the price-earnings ratio (as plotted in Figure 1.2) for January of the year indicated, dropping the 19 from twentieth-century years and dropping the 18 from nineteenth-century years and adding an asterisk (*). Vertical axis shows the geometric average real annual return per year on investing in the S&P Composite Index in January of the year shown, reinvesting dividends, and selling ten years later. Source: Author’s calculations using data from sources given in Figure 1.1. See also note 2. digits of the year number; years from the nineteenth century are indicated by an asterisk (*). Figure 1.3 shows how the price-earnings ratio has forecast returns, since each price-earnings ratio shown on the horizontal axis was known at the beginning of the ten-year period. This scatter diagram was developed by fellow economist John Campbell and me. Plots like it, for various countries, were the centerpiece of our testimony before the board of governors of the Federal Reserve on December 3, 1996.9 12 THE S TOCK M AR KET LEV EL I N HISTORI CA L PERSPECT IV E The swarm of points in the scatter shows a definite tilt, sloping down from the upper left to the lower right. The scatter shows that in some years near the left of the scatter (such as January 1920, January 1949, or January 1982) subsequent long-term returns have been very high. In some years near the right of the scatter (such as January 1929, January 1937, or January 1966) subsequent returns have been very low. There are also some important exceptions, such as January 1899, which still managed to have subsequent tenyear returns as high as 5.5% a year despite a high price-earnings ratio of 22.9, and January 1922, which managed to have subsequent ten-year returns of only 8.7% a year despite a low price-earnings ratio of 7.4. But the point of this scatter diagram is that, as a rule and on average, years with low price-earnings ratios have been followed by high returns, and years with high price-earnings ratios have been followed by low or negative returns. The relation between price-earnings ratios and subsequent returns appears to be moderately strong, though there are questions about its statistical significance, since there are only about twelve nonoverlapping ten-year intervals in the 119 years’ worth of data. There has been substantial academic debate about the statistical significance of relationships like this one, and some difficult questions of statistical methodology are still being addressed. We believe, however, that the relation should be regarded as statistically significant.10 Our confidence in the relation derives partly from the fact that analogous relations appear to hold for other countries and for individual stocks. Figure 1.3 confirms that longterm investors—investors who can commit their money to an investment for ten full years—do well when prices were low relative to earnings at the beginning of the ten years and do poorly when prices were high at the beginning of the ten years. Long-term investors would be well advised, individually, to stay mostly out of the market when it is high, as it is today, and get into the market when it is low.11 The recent values of the price-earnings ratio, well over 40, are far outside the historical range of price-earnings ratios. If one were to locate such a price-earnings ratio on the horizontal axis, it would TH E STO CK MA RK ET LEV EL IN H ISTO RICA L PERSPECTIV E 13 be off the chart altogether. It is a matter of judgment to say, from the data shown in Figure 1.3, what predicted return the relationship suggests over the succeeding ten years; the answer depends on whether one fits a straight line or a curve to the scatter, and since the 2000 price-earnings ratio is outside the historical range, the shape of the curve can matter a lot. Suffice it to say that the diagram suggests substantially negative returns, on average, for the next ten years. Part of the reason to suspect that the relation shown in Figure 1.3 is real is that, historically, when price was high relative to earnings as computed here (using a ten-year moving average of earnings), the return in terms of dividends has been low, and when price was low relative to earnings, the return in terms of dividends has been high.12 The recent record-high price-earnings ratios have been matched by record-low dividend yields. In January 2000, S&P dividends were 1.2% of price, far below the 4.7% that is the historical average. It is natural to suppose that when one is getting so much lower dividends from the shares one owns, one ought to expect to earn lower investing returns overall. The dividend is, after all, part of the total return one gets from holding stocks (the other part being the capital gain), and dividends historically represent the dominant part of the average return on stocks. The reliable return attributable to dividends, not the less predictable portion arising from capital gains, is the main reason why stocks have on average been such good investments historically. Returns from holding stocks must therefore be low when dividends are low—unless low dividends themselves are somehow predictors of stock market price increases, so that one can at times of low dividends actually expect stock price to rise more than usual to offset the effects of the low dividends on returns. As a matter of historical fact, times when dividends have been low relative to stock prices have not tended to be followed by higher stock price increases in the subsequent five or ten years. Quite to the contrary: times of low dividends relative to stock price in the stock market as a whole tend to be followed by price decreases (or smaller than usual increases) over long horizons, and so returns tend to take a 14 THE S TOCK M AR KET LEV EL I N HISTORI CA L PERSPECT IV E double hit at such times, from both low dividend yields and price decreases. Thus the simple wisdom—that when one is not getting much in dividends relative to the price one pays for stocks it is not a good time to buy stocks—turns out to have been right historically. Worries about Irrational Exuberance The news media have tired of describing the high levels of the market, and discussion of it is usually omitted from considerations of market outlook. And yet, deep down, people know that the market is highly priced, and they are uncomfortable about this fact. Most people I meet, from all walks of life, are puzzled over the apparently high levels of the stock market. We are unsure whether the market levels make any sense, or whether they are indeed the result of some human tendency that might be called irrational exuberance. We are unsure whether the high levels of the stock market might reflect unjustified optimism, an optimism that might pervade our thinking and affect many of our life decisions. We are unsure what to make of any sudden market correction, wondering if the previous market psychology will return. Even Alan Greenspan seems unsure. He made his “irrational exuberance” speech two days after I had testified before him and the Federal Reserve Board that market levels were irrational, but a mere seven months later he reportedly took an optimistic “new era” position on the economy and the stock market. In fact, Greenspan has always been very cautious in his public statements, and he has not committed himself to either view. A modern version of the prophets who spoke in riddles, Greenspan likes to pose questions rather than make pronouncements. In the public exegesis of his remarks, it is often forgotten that, when it comes to such questions, even he does not know the answers. Part One Structural Factors Two Precipitating Factors: The Internet, the Baby Boom, and Other Events I f the growth of the economy does not in itself justify the increase in the value of the stock market since 1982, then what has changed since 1982 to cause the market to climb? What precipitating factors started this remarkable surge? What, in particular, has happened since July 1997, when the price-earnings ratio passed above its former record high, set in September 1929, and then proceeded to move up by yet another third by the start of 2000? To answer these questions, it is not enough to say that the markets in general are vulnerable to irrational exuberance. We must specify what has changed to cause the market to behave so differently from other times. Most historical events, from wars through revolutions, do not have simple causes. When these events move in extreme directions, as price-earnings ratios have in the recent stock market, it is usually because of a confluence of factors, none of which is by itself large enough to explain these events. Rome wasn’t built in a day, nor was it destroyed by one sudden bolt of bad fortune. More likely, it owed its fall to a plurality of factors—some large and some small, some remote and some 17 18 STRU CTU RA L FACTO RS immediate—that conspired together. This ambiguity is unsatisfying to those of us seeking scientific certitude, especially given that it is so hard to identify and isolate the precipitating factors to begin with. But that is the nature of history, and such ambiguity justifies the constant search for new and better information to expose at least the overall contours of causation. Recognizing these limitations, let us look at a list of factors— twelve of them—that may help explain the present speculative market. These factors make up the skin of the bubble, if you will. I concentrate here mostly on factors that have had an effect on the market that is not warranted by rational analysis of economic fundamentals. The list omits consideration of all the small variations in fundamental factors (e.g., the growth in earnings, the change in real interest rates) that should rationally have an impact on financial markets. In more normal times or in markets for individual stocks, such rational factors would assume relatively greater prominence in any discussion of changes in prices. Indeed it is thanks to a market’s ability to respond appropriately to such factors, for a variety of investments, that well-functioning financial markets generally promote, rather than hinder, economic efficiency.1 The list of factors here was constructed specifically to help us understand the extraordinary recent situation in the stock market, and so it concentrates on less rational influences. In detailing these twelve factors, I describe the reaction of the general public, not just of professional investment managers. Some observers believe that professional investment managers are more sensible and work to offset the irrational exuberance of the nonprofessional investing public. Therefore these observers might argue that a sharp distinction should be drawn between the behavior of the professionals and the nonprofessionals.2 Professional investors, however, are not immune from the effects of the popular investing culture that we observe in individual investors, and many of the factors described here no doubt influence their thinking as well. There is in fact no clear distinction between professional institutional investors and individual investors, since the professionals routinely give advice to the individual investors. PRECI PI TATI NG FAC TORS 19 Some of these factors exist in the background of the market, including the revolution in information technology, a linking of patriotic feeling with supposed “victory” over foreign economic rivals, increased emphasis on business success, the political shift in support of business, the demographics of the Baby Boom, the decline of inflation and the economics of money illusion, and the rise of gambling and pleasure in risk taking in general. Others operate in the foreground and shape the changing culture of investment. These include greatly increased media coverage of business, the aggressively optimistic forecasts of stock analysts, the rise of 401(k) plans, the mutual funds explosion, and the expanding volume of trade. Despite their varied origins, these twelve factors have something in common: they have contributed to the self-fulfilling psychology of a roaring stock market. It is this self-fulfilling psychology that— at least for now—binds the bubble. The Arrival of the Internet at a Time of Solid Earnings Growth The Internet and the World Wide Web have invaded our homes during the second half of the 1990s, making us intimately conscious of the pace of technological change. The World Wide Web first appeared in the news in November 1993. The Mosaic Web browser first became available to the public in February 1994. These dates mark the very beginning of the World Wide Web, when only a few people had access to it. Large numbers of users did not discover the Web until 1997 and later, marking the very years when the NASDAQ stock price index (which is heavily weighted toward high-tech stocks) soared, tripling to the beginning of 2000, and priceearnings ratios took off into unprecedented territory. Internet technology is unusual in that it is a source of entertainment and preoccupation for us all, indeed for the whole family. In this sense, it is comparable in importance to the personal computer or, before that, to television. In fact, the impression it conveys of a changed future is even more vivid than that produced 20 STRU CTU RA L FACTO RS when televisions or personal computers entered the home. Using the Internet gives people a sense of mastery of the world. They can electronically roam the world and accomplish tasks that would have been impossible before. They can even put up a Web site and become a factor in the world economy themselves in previously unimaginable ways. In contrast, the advent of television made them passive receivers of entertainment, and personal computers were used by most people before the Internet mainly as typewriters and high-tech pinball machines. Because of the vivid and immediate personal impression the Internet makes, people find it plausible to assume that it also has great economic importance. It is much easier to imagine the consequences of advances in this technology than the consequences of, say, improved shipbuilding technology or new developments in materials science. Most of us simply do not hear much about research in those areas. Spectacular U.S. corporate earnings growth in 1994, up 36% in real terms as measured by the S&P Composite real earnings, followed by real earnings growth of 8% in 1995 and 10% in 1996, coincided roughly with the Internet’s birth but in fact had little to do with the Internet. Instead the earnings growth was attributed by analysts to a continuation of the slow recovery from the 1990–91 recession, coupled with a weak dollar and strong foreign demand for U.S. capital and technology exports, as well as cost-cutting initiatives by U.S. companies. It could not have been the Internet that caused the growth in profits: the fledgling Internet companies were not making much of a profit yet, and indeed they still are not. But the occurrence of profit growth coincident with the appearance of a new technology as dramatic as the Internet can easily create an impression among the general public that the two events are somehow connected. Publicity linking these twin factors was especially strong with the advent of the new millennium—a time of much optimistic discussion of the future. The Internet is, of course, an important technological advance in its own right, and it, as well as other developments in computer technology and robotics, does promise to have an unpredictable and powerful impact on our future. But we may question what PRECI PI TATI NG FAC TORS 21 impact the Internet and the computer revolution should have on the valuation of existing corporations. New technology will always have an impact on the market, but should it really raise the value of existing companies, given that those existing companies do not have a monopoly on the new technology?3 Should the advent of the Internet raise the valuation of the Dow Jones Industrial Average—which until very recently contained no Internet stocks?4 The notion that existing companies will benefit from the Internet revolution is belied by the stories of E*Trade.com, Amazon.com, and other upstarts, who did not even exist just a few years ago. Still more new companies will appear in the future, in the United States and abroad, and these will compete with the companies in which we invest today. Simply put, the effect of new technology on existing companies could go either way: it could boost or depress their profits. What matters for a stock market boom is not, however, the reality of the Internet revolution, which is hard to discern, but rather the public impressions that the revolution creates. Public reaction is influenced by the intuitive plausibility of Internet lore, and this plausibility is ultimately influenced by the ease with which examples or arguments come to mind. If we are regularly spending time on the Internet, then these examples will come to mind very easily. Triumphalism and the Decline of Foreign Economic Rivals Since the end of the cold war most other countries have seemed to be imitating the Western economic system. Communist China has been embracing market forces since the late 1970s. Increasing tolerance of free markets within the Soviet Union culminated with the breakup of that nation in 1991 into smaller, market-oriented states. The world seems to be swinging our way, and therefore it starts to seem only natural that confidence in the premier capitalist system would translate into confidence in the market, and that the U.S. stock market should be the most highly valued in the world. These political events have unfolded gradually since the bull market began in 1982. The intervening years have also seen the decline in the Japanese market after 1989, the prolonged economic slump 22 STRU CTU RA L FACTO RS in Japan, and the Asian financial crisis of 1997–98, which coincided roughly with the dramatic burst of the U.S. stock market into uncharted territory at the end of the millennium. These foreign events might have been viewed as ominous developments for the U.S. stock market, as the harbinger of what bad things could happen here, but instead they were seen by many as the weakening of major rivals. The relation between the United States and its economic rivals is often described in the media as a competition in which there can only be one winner, as in a sports event. The weakening of a rival is thus viewed simplistically, as good news. The triumphalism is associated with patriotic feeling. Of course, patriotic self-congratulation has long been in evidence in discussions of the stock market. In the 1990s Merrill Lynch used the slogan “We’re Bullish on America.” In the 1950s, the New York Stock Exchange used the slogan “Take Stock in America.” Popular slogans during the bull market of the 1920s were “Be a Bull on America” and “Never Sell the United States Short.” But while such patriotic associations have long been with us, the associations assume more prominence after a perceived economic victory. Extensive public discussion of perennial economic problems, which we may hear after the country feels humbled by failures, seems out of bounds after a triumph. Cultural Changes Favoring Business Success or the Appearance Thereof The bull market has been accompanied by a significant rise in materialistic values. A Roper-Starch questionnaire survey in both 1975 and 1994 asked, “When you think of the good life—the life you’d like to have, which of the things on this list, if any, are part of that good life, as far as you personally are concerned?” In 1975, 38% picked “a lot of money,” whereas in 1994 fully 63% did.5 Materialistic values do not by themselves have any logical bearing on the level of the stock market. Whether or not people are materialistic, it is still reasonable to expect them to save for the future and to seek out the best vehicles for their savings. But it is plausible that such feelings would influence their demand for stocks, PRECI PI TATI NG FAC TORS 23 which have long held out at least the possibility of amassing substantial and quick riches. Such feelings have transformed our culture into one that reveres the successful businessperson as much as or even more than the accomplished scientist, artist, or revolutionary. The idea that investing in stocks is a road to quick riches has a certain appeal to born-again materialists. In the late 1980s and early 1990s, downsizing (the movement to release surplus staff and the consequent decline in job security) led to a change in the way people viewed their lives. The experience of being laid off, or at least of knowing others who had been, was often viewed as a violation of an implicit pact of loyalty between employee and employer. Such an experience encouraged workers to take control of their own lives and to rely less on employers, to become in effect economic entities unto themselves, rather than parts of a larger economic organization. Labor unions have long been in decline: the fraction of wage and salary workers who were union members fell to 13.9% in 1998, down from 20.1% in 1983.6 The reasons for the decline are controversial, but a key factor appears to be an erosion of solidarity and loyalty among workers, an attitude that has come to be replaced by an individual business-success ethic. By pursuing speculative investments, people in effect create for themselves a second job—one where they are, at last, their own boss. And in many cases it is a job that seems to provide a source of income— income derived from one’s direct interaction with the world at large, not as part of an organization. Firms have tilted their compensation packages for management away from fixed salaries toward participation, as investors, in the firm. By 1998, employee stock options had reached 6.2% of the outstanding shares in a sample of 144 of the largest S&P 500 firms.7 With such options—which hold out the promise of substantial wealth if the stock price rises above the exercise price of the options—management has an incentive to do everything they can to boost share prices. They have an incentive to maintain an appearance of corporate success, an image of the company as working toward a brilliant future. They have an incentive to undertake corporate initiatives whenever they think the market will respond 24 STRU CTU RA L FACTO RS to them, even if they themselves are doubtful of the value of these initiatives. For example, managers the world over have of late been scratching their heads to figure out how they can redefine their firms as Internet companies because of the high market valuation such companies currently enjoy. This headlong rush to achieve dot-com status may lead them to undertake new and costly Internet-related investments with little concern for their long-run consequences. Managers holding incentive options also have an unusual incentive to substitute share repurchases for a portion of the dividend payout, since the direct effect of such a substitution is to increase the value of the managers’ options. Between 1994 and 1998, the 144 firms mentioned earlier repurchased on average 1.9% of their outstanding shares each year, more than offsetting the 0.9% of shares issued per year, largely to meet the exercise of employee options.8 This level of substituting share repurchasing for dividends alone should have boosted share prices by a few percentage points.9 A Republican Congress and Capital Gains Tax Cuts When Ronald Reagan was elected in 1980, so too was a Republican Senate, the first since 1948. In 1994, the House went to the Republicans as well. Sensing the changed public attitudes that had elected them, these lawmakers were much more pro-business than their Democratic predecessors. This change in Congress has boosted public confidence in the stock market, because of a variety of controls that the legislature can exert over corporate profits and investor returns. Consider taxation. No sooner had the Republican Congress been seated in 1995 than proposals to cut the capital gains tax became prominent. In 1997, the top capital gains tax rate was cut from 28% to 20%. After this cut had been enacted, Congress talked of cutting rates further. A 1999 tax bill would have cut capital gains taxes still further, had President Clinton not vetoed it. Anticipation of possible future capital gains tax cuts can have a favorable impact on the stock market, even when tax rates actually remain unchanged. From 1994 to 1997, investors were widely advised to hold on to their long-term capital gains, not to realize PRECI PI TATI NG FAC TORS 25 them, until after the capital gains tax cut. This had a strengthening effect on the market. At the time of the 1997 capital gains tax cut, there was fear that investors who had been waiting to sell would do so and bring the market down, as had apparently happened after capital gains tax cuts in 1978 and 1980. But this did not happen in 1997. Of course, many investors must have thought there could be an even more favorable capital gains tax rate in their future, and if so there would have been no reason to sell right after the 1997 cut took effect. It is likely that the general atmosphere of public talk of future capital gains tax cuts, of possible indexing of capital gains taxes to inflation, and of analogous tax cuts such as estate tax cuts has created among investors a reluctance to sell their appreciated stocks. If capital gains tax rates may be cut sharply in the future, why sell when the rates are as high as 20%? Having been advised by experts to wait and see about capital gains tax cuts, many investors could be expected to defer sales of appreciated assets until we are more clearly at a historic low in capital gains tax rates. Such an atmosphere of holding, not folding, naturally places upward pressure on stock prices. The Baby Boom and Its Perceived Effects on the Market Following World War II, there was a substantial increase in the birth rate in the United States. Peacetime prosperity encouraged those who had postponed families because of the depression and the war to have children. There were also postwar birth rate increases in the United Kingdom, France, and Japan, but they were not as protracted or strong as that in the United States, no doubt at least in part because the economies of those nations were in such disarray after the war. Then, around 1966, the growth of U.S. and world population showed a dramatic decline, one that continues to this day. This decline was unusual, if not unique, by historical standards: it did not occur because of famine or war, but rather because of an endogenous decline in the fertility rate.10 Advances in birth control technology (the pill was invented in 1959 and became widely available by the mid-1960s in the United 26 STRU CTU RA L FACTO RS States and many other countries) and social changes that accepted the legality of contraception and abortion were instrumental in lowering the rate of population growth, as were growing urbanization and advances in education and economic aspiration levels. Now the Baby Boom and the subsequent Baby Bust have created a looming social security crisis in many countries of the world: when the Boomers grow old and finally retire, the number of young working people available to support the elderly population will decline worldwide.11 The Baby Boom in the United States was marked by very high birth rates during the years 1946–66, and so there are in the year 2000 (and will be for some time) an unusually large number of people between the ages of 35 and 55. Two theories suggest that the presence of so many middle-aged people ought to boost today’s stock market. One theory justifies the high price-earnings ratios we see today as the result of those Boomers’ competing against each other to buy stocks to save for their eventual retirement and bidding share prices up relative to the earnings they generate. According to the other theory, it is spending on current goods and services that boosts stocks, through a generalized positive effect on the economy: high expenditures mean high profits for companies. These simple Baby Boom stories are just a bit too simple. For one thing, they neglect to consider when the Baby Boom should affect the stock market. Maybe the effect of the Baby Boom has already been factored into stock prices by investors. They also neglect such factors as the emergence of new capitalist economies worldwide and their demand, in another twenty years, for U.S. stocks. The theory that the Baby Boom drives the market up owing to Boomers’ demand for goods would seem to imply that the market is high because earnings are high; it would not explain today’s high priceearnings ratios. If life-cycle savings patterns (the first effect) alone were to be the dominant force in the markets for savings vehicles, there would tend to be strong correlations in price behavior across alternative asset classes, and strong correlations over time between asset prices and demographics. When the most numerous generation feels PRECI PI TATI NG FAC TORS 27 they need to save, they would tend to bid up all savings vehicles: stocks, bonds, and real estate. When the most numerous generation feels they need to draw down their savings, their selling would tend to force down the prices of all these vehicles. But when one looks at long-term data on stocks, bonds, and real estate, one finds that there has in fact been very little relation between their real values.12 Possibly these differences across asset classes could still be reconciled with a Baby Boom theory, by postulating that people in different age groups have different attitudes toward risk because of age-related differences in risk tolerance, that the stock market is relatively high now because the numerous people in their forties today are naturally less risk averse than older people. But such a theory has never been carefully worked out or shown to explain relative price movements. It is also noteworthy that the personal savings rate in the United States has recently been nearly zero, not significantly positive, as the life-cycle theory might suggest. Of course, one might argue that were it not for the Baby Boom, the effect of the high stock market would have been to make savings, as measured, strongly negative, since the capital gains on stocks would be considered income not included in the national income, income that people could normally be expected to spend from.13 Another theory as to why Boomers may be less risk averse is that the Boomers, who have no memory of the Great Depression of the 1930s or of World War II, have less anxiety about the market and the world. There is indeed some evidence that shared experiences in formative years leave a mark forever on a generation’s attitudes.14 Over the course of the bull market since 1982, Boomers have gradually replaced as prime investors those who were teens or young adults during the depression and the war. Although there is no doubt at least some truth to these theories of the Baby Boom’s effects on the stock market, it may be public perceptions of the Baby Boom and its presumed effects that are most responsible for the surge in the market. The impact of the Baby Boom is one of the most talked-about issues relating to the stock market, and all this talk in and of itself has the potential to affect stock market value. People believe that the Baby Boom represents an important source of strength for the market today, and they do 28 STRU CTU RA L FACTO RS not see this strength faltering any time soon. These public perceptions contribute to a feeling that there is a good reason for the market to be high and a confidence that it will stay that way for some time to come. Congratulating themselves on their cleverness in understanding and betting on these population trends in their stock market investments, many investors fail to appreciate just how common their thinking really is. Their perceptions fuel the continuing upward spiral in market valuations. The most prominent exponent of the Baby Boom theory of the stock market has been Harry S. Dent. He began with a 1992 book entitled The Great Boom Ahead: Your Comprehensive Guide to Personal and Business Profit in the New Era of Prosperity, which was so successful that he has written several sequels. His 1998 book, The Roaring 2000s: Building the Wealth & Lifestyle You Desire in the Greatest Boom in History, was on the New York Times best-seller list for four weeks in 1998. His 1999 book, The Roaring 2000s Investor: Strategies for the Life You Want, is as of this writing ranked within the top 100 in sales among all books according to Amazon.com. This book predicts that the stock market will continue to boom until 2009, when the number of people who are 46 starts to decline, and then the market will drop. Dent’s success with the Baby Boom theme has predictably spawned a number of imitators—all extolling the wonderful opportunities now to get rich in the stock market—with titles like Boomernomics: The Future of Your Money in the Upcoming Generational Warfare by William Sterling and Stephen Waite (1998) and Boom, Bust & Echo: How to Profit from the Coming Demographic Shift by David K. Foot and Daniel Stoffman (1996). Discussions of the Baby Boom and its effects on the stock market are everywhere, and their general tone is that the Boom is good for the stock market now and will be for years to come. An Expansion in Media Reporting of Business News The first all-news television station, the Cable News Network (CNN), appeared in 1980 and gradually grew, with viewership PRECI PI TATI NG FAC TORS 29 boosted by such events as the Gulf War in 1991 and the O. J. Simpson trial in 1995, both stories that fueled great demand for uninterrupted coverage. The public acquired the habit of watching the news on television throughout the day (and night), not simply at the dinner hour. CNN was followed by the business networks. The Financial News Network, founded in 1983, was later absorbed into CNBC. Then came CNNfn and Bloomberg Television. Together, these networks produced an uninterrupted stream of financial news, much of it devoted to the stock market. So pervasive was their influence that traditional brokerage firms found it necessary to keep CNBC running in the lower corners of their brokers’ computer screens. So many clients would call to ask about something they had just heard on the networks that brokers (who were supposed to be too busy working to watch television!) began to seem behind the curve. Not merely the scope but also the nature of business reporting has changed in recent years. According to a study by Richard Parker, a senior fellow at Harvard University’s Shorenstein Center, newspapers in the past twenty years have transformed their formerly staid business sections into enhanced “Money” sections, which dispense useful tips about personal investing. Articles about individual corporations that used to be written as if they would be of interest only to those involved in the industry or the corporations themselves now are written with a slant toward profit opportunities for individual investors. Articles about corporations regularly include analysts’ opinions of the implications of the news for investors.15 Such enhanced business reporting leads to increased demand for stocks, just as advertisements for a consumer product make people more familiar with the product, remind them of the option to buy, and ultimately motivate them to buy. Most advertising is really not the presentation of important facts about the product but merely a reminder of the product and its image. Given the heightened media coverage of investments, a stock market boom should come as no greater surprise than increased sales of the latest sports utility vehicle after a major ad campaign. 30 STRU CTU RA L FACTO RS Analysts’ Increasingly Optimistic Forecasts According to data from Zacks Investment Research about analysts’ recommendations on some 6,000 companies, only 1.0% of recommendations were “sells” in late 1999 (while 69.5% were “buys” and 29.9% were “holds”). This situation stands in striking contrast to that indicated by previous data. Ten years earlier, the fraction of sells, at 9.1%, was nine times higher.16 Analysts are now reluctant to recommend that investors sell anything. One reason often given for this reluctance is that a sell recommendation might incur the wrath of the company involved. Companies can retaliate by refusing to talk with analysts whom they view as submitting negative reports, excluding them from information sessions, and not offering them access to key executives as they prepare earnings forecasts. This situation represents a change in the fundamental culture of the investment industry, and in the tacit understanding that recommendations are as objective as the analyst can make them. Another reason that many analysts are reluctant to issue sell recommendations is that an increasing number of them are employed by firms that underwrite securities, and these firms do not want their analysts to do anything that might jeopardize this lucrative side of the business. Analysts affiliated with investment banks give significantly more favorable recommendations on firms for which their employer is the co- or lead underwriter than do unaffiliated analysts, even though their earnings forecasts are not usually stronger.17 Those who know the ropes realize that today’s hold recommendation is more like the sell recommendation of yesteryear. According to James Grant, a well-known market commentator, “Honesty was never a profit center on Wall Street, but the brokers used to keep up appearances. Now they have stopped pretending. More than ever, securities research, as it is called, is a branch of sales. Investor, beware.”18 Analysts’ recommendations have been transformed by something analogous to grade inflation in our schools: C used to be an average grade, yet now it is considered as bordering on failure. Many PRECI PI TATI NG FAC TORS 31 of us know that such inflation happens, and we try to correct for it in interpreting our children’s grades. Similarly, in the market we factor inflation into analysts’ recommendations. But not everyone is going to make adequate corrections for analysts’ newly hyperbolic language, and so the general effect of their changed standards will be to encourage the higher valuation of stocks. Moreover, it is not just a change in the units of measurement that infects analysts’ reports. Even their quantitative forecasts of earnings growth show an upward bias. According to a study by Steven Sharpe of the Federal Reserve Board, analysts’ expectations of growth in the S&P 500 earnings per share exceeded actual growth in sixteen of the eighteen years between 1979 and 1996. The average difference between the projected and actual growth rate of earnings was 9 percentage points. The analysts breezed through both the steep recession of 1980–81 and the recession of 1990–91 making forecasts of earnings growth in the 10% range.19 This bias in analysts’ forecasts is a characteristic of their one-year forecasts; they are usually more sober in predicting the next earnings announcement just before it is released. Analysts tend to comply with firms’ wishes to see positive earnings surprises each quarter, by issuing estimates that fall slightly short of the actual number. Firms may, just before making earnings announcements, talk with analysts whose forecasts are on the high side, urging them down, while neglecting to talk with analysts whose forecasts are on the low side, thereby creating a downward bias in the average earnings forecast without being blatantly untruthful.20 Casual evaluation of analysts’ forecasts by clients would most naturally take the form of comparing the latest earnings announcement with the latest forecast, and therefore analysts do not sharply overestimate earnings just before they are announced, which would be an obvious embarrassment to them. Analysts’ upward bias comes to the fore in predicting the vague, undifferentiated future, not immediate quarterly or yearly outcomes. And it is expectations for the vague, undifferentiated future, even far beyond one-year forecasts, that lie behind the high market valuations we see. Analysts have few worries about being uniformly optimistic regarding the distant future; they have concluded that 32 STRU CTU RA L FACTO RS such generalized optimism is simply good for business. Certainly they perceive that their fellow analysts are demonstrating such longrun optimism, and there is, after all, safety in numbers. Glibly and routinely offering “great-outlook-for-the-U.S.” patter to the investing public, they perhaps give little thought to its accuracy. The Expansion of Defined Contribution Pension Plans Changes over time in the nature of employee pension plans have encouraged people to learn about, and eventually accept, stocks as investments. Although these changes do not technically favor stocks over other investments for retirement, they have—by forcing people to make explicit choices among their retirement investments, choices that previously were made for them—worked in the direction of encouraging investment in stocks. Making such choices teaches people about stocks and increases their level of familiarity with them. The most revolutionary change in these institutions in the United States has been the expansion of defined contribution pension plans at the expense of defined benefit plans. An important milestone came in 1981, when the first 401(k) plan was created; it was soon ratified by a landmark ruling by the Internal Revenue Service.21 Prior to that date, employer pension plans had usually been of the defined benefit type, in which the employer merely promised a fixed pension to its employees when they retired. Reserves to pay the defined benefit were managed by the employer. With 401(k) plans (as well as such analogues as 403(b) plans), employees are offered the opportunity to have contributions to a tax-deferred retirement account deducted from their paychecks. They then own the investments in their 401(k) accounts and must allocate them among stocks, bonds, and money market accounts. The tax law encourages employers to make matching contributions to their employees’ 401(k) accounts, so there is a powerful incentive for employees to participate. Various factors have also encouraged the growth of defined contribution pension plans since the bottom of the market in 1982. Labor unions have traditionally sought defined benefit plans for their PRECI PI TATI NG FAC TORS 33 members as a way of ensuring their welfare in retirement, and the decline of unions has meant diminishing support for these plans. The importance of the manufacturing sector, long a stronghold of labor unions and defined benefit pensions, has shrunk. Defined benefit plans have also become less popular with management, because so-called overfunded plans sometimes make companies vulnerable to takeovers. Defined contribution plans are seen as less costly to administer than defined benefit plans. Moreover, defined contribution plans have become more popular with those employees who like to monitor their investments, and therefore companies have tended to offer the plans to all employees. Through these tax incentives for participation in plans offering choices between stocks and bonds, the government has forced working people to learn about the advantages of stocks versus bonds or money market investments. Any incentive to learn about an investment vehicle is likely to boost demand for it. In 1954, when the New York Stock Exchange carried out a marketing study to understand how to promote public interest in the stock market, it concluded that most people did not know very much about stocks: only 23% of the public even knew enough to define what a share is. Moreover, the survey revealed a vague public distrust of the stock market.22 So the exchange held a series of public information seminars to try to remedy this lack of knowledge and this prejudice against stocks as an investment. But no set of seminars that the exchange could ever afford could compare with the learningby-doing effects of the defined contribution plan in encouraging public knowledge about and interest in stocks. If one’s attention to the stock market is filtered through the lens of a pension plan, it may encourage longer-term thinking. The stated purpose of a 401(k) plan is to prepare for retirement, which is, for most workers, many years away. A 401(k) plan sponsor does not call participants with tips about short-run investment opportunities, and statements about portfolio value are mailed out only infrequently. The participant cannot check his or her portfolio value every day in the newspaper. This longer-term thinking may boost stock market valuations by diverting investors from preoccupation with short-term fluctuations. 34 STRU CTU RA L FACTO RS Encouraging longer-term thinking among investors is probably, all in all, a good thing. But an additional effect of 401(k) plans as they are structured today may be to boost demand for stocks further through another psychological mechanism. By offering multiple stock market investment categories for employees to choose among, employers can create demand for stocks. An effect of categories on ultimate investment choices was demonstrated by economists Shlomo Benartzi and Richard Thaler. They found, using both experimental data and data on actual pension fund allocations, that people tend to spread their allocations evenly over the available options, without regard to the contents of the options. For example, if a 401(k) plan offers a choice of a stock fund and a bond fund, many people will put 50% of their contributions into each. If the plan instead offers a choice between a stock fund and a balanced fund (with, say, 50% stocks and 50% bonds in it) then people will still tend to put 50% into each, even though they are now really putting 75% of their portfolio into stocks.23 The options offered as part of 401(k) plans tend to be heavily weighted in favor of stocks. In contrast, most 401(k) plans do not have any real estate options; only one plan, that offered by TIAACREF, has an option for genuine, direct investment in real estate. In this way the growth of 401(k) plans has encouraged the growth of public interest in the stock market relative to the real estate market. Indeed the typical 401(k) plan today offers choices among a stock fund, a balanced fund (typically 60% stocks and 40% bonds), company stock (investments in the employer itself), possibly a specialized stock fund such as a growth fund, a bond fund, and a money market fund, as well as fixed-income guaranteed investment contracts. It is not surprising, from the findings of the Benartzi and Thaler study, that people put proportionately more into the stock funds, given that so many stock-related choices are laid out before them. Moreover, since there are more interesting “flavors” of stocks—just as, in the corner liquor store, there are more varieties of wine than of vodka—more attention is likely to be drawn to them. It is in such subtle ways that the interest value or curiosity value of stocks, not any kind of rational decision-making process, encourages investors to want to buy more of them than they otherwise PRECI PI TATI NG FAC TORS 35 would. And this seemingly unconscious interest has helped bid up the price of the stock market. The Growth of Mutual Funds The stock market boom has coincided with a peculiar growth spurt in the mutual fund industry and a proliferation of advertising for mutual funds. In 1982, at the beginning of the recent long-term bull market, there were only 340 equity mutual funds in the United States. By 1998, there were 3,513—more equity mutual funds than stocks listed on the New York Stock Exchange. In 1982, there were 6.2 million equity mutual fund shareholder accounts in the United States, about one for every ten U.S. families. By 1998, there were 119.8 million such shareholder accounts, or nearly two accounts per family.24 Mutual funds are a new name for an old idea. Investment companies arose in the United States as early as the 1820s, though these were not called mutual funds.25 The Massachusetts Investors Trust, generally regarded as the first mutual fund, was created in 1924. It was different from the other investment trusts in that it published its portfolio, promised prudent investment policies, and was self-liquidating when investors demanded cash for their investments. But this first mutual fund got off to a slow start: investors were not quick to appreciate its advantages. The 1920s bull market instead saw the proliferation of many other investment trusts: investment companies without the safeguards we associate with mutual funds today, many of them dishonest operations and some of them even, effectively, Ponzi schemes (see Chapter 3). After the stock market crash of 1929, many of these became even more worthless than the market as a whole, and the public soured on investment trusts. In particular, they felt betrayed by the managers of the trusts, who were often pursuing their own interests in flagrant conflict with those of their investors. The Investment Company Act of 1940, which established regulations for investment companies, helped restore a measure of public confidence. But people needed more than just government regulations; they needed a new name, one that did not carry the unsavory associations of 36 STRU CTU RA L FACTO RS investment trusts. The term mutual fund, with its similarity to the mutual savings bank and the mutual insurance company—venerable institutions that had survived the stock market crash largely untouched by scandal—was much more reassuring and attractive to investors.26 The mutual fund industry was given new impetus by the Employee Retirement Income Security Act of 1974, which created Individual Retirement Accounts. But the industry really took off after the recent bull market began in 1982. Part of the reason that equity mutual funds proliferated so rapidly after that date is that they are used as part of 401(k) pension plans. As people invest their plan balances directly in mutual funds, they develop greater familiarity with the concept; they are thus more inclined to invest their non-401(k) savings in mutual funds as well. Another reason for the funds’ explosive growth is that they have paid for a great deal of advertising. Television shows, magazines, and newspapers frequently carry advertisements for them, and active investors receive unsolicited ads in the mail. Mutual funds encourage more naïve investors to participate in the market, by leading them to think that the experts managing the funds will steer them away from pitfalls. The proliferation of equity mutual funds has therefore focused public attention on the market, with the effect of encouraging speculative price movements in stock market aggregates, rather than in individual stocks.27 The emerging popular concept that mutual fund investing is sound, convenient, and safe has encouraged many investors who were once afraid of the market to want to enter it, thereby contributing to an upward thrust in the market. (See Chapter 10 for a further discussion of public attitudes toward mutual funds.) The Decline of Inflation and the Effects of Money Illusion The outlook for U.S. inflation, as measured by the percentage change in the Consumer Price Index, has gradually improved since the bull market began. In 1982, even though U.S. inflation was then PRECI PI TATI NG FAC TORS 37 around 4% a year, there was still considerable uncertainty as to whether it would return to the high level (nearly 15% for the year) experienced in 1980. The most dramatic stock price increases of this bull market occurred once the inflation rate had settled down into the 2–3% range in the mid-1990s, and it then dropped below 2%. The general public pays a lot of attention to inflation, as I discovered in my interview studies of public attitudes toward it.28 People widely believe that the inflation rate is a barometer of the economic and social health of a nation. High inflation is perceived as a sign of economic disarray, of a loss of basic values, and a disgrace to the nation, an embarrassment before foreigners. Low inflation is viewed as a sign of economic prosperity, social justice, and good government. It is not surprising, therefore, that a lower inflation rate boosts public confidence, hence stock market valuation. But from a purely rational standpoint, this stock market reaction to inflation is inappropriate. In 1979 Nobel laureate Franco Modigliani, with Richard Cohn, published an article arguing that the stock market reacts inappropriately to inflation because people do not fully understand the effect of inflation on interest rates.29 When inflation is high—as it was when they wrote, near the bottom of the stock market in 1982—nominal interest rates (the usual interest rates we see quoted every day) are high because they must compensate investors for the inflation that is eroding the value of their dollars. Yet real interest rates (interest rates as corrected for the effects of inflation) were not high then, and therefore there should not have been any stock market reaction to the high nominal rates. Modigliani and Cohn suggested that the market tends to be depressed when nominal rates are high even when real rates are not high because of a sort of “money illusion,” or public confusion about the effects of a changing monetary standard. When there is inflation, we are changing the value of the dollar, and therefore changing the yardstick by which we measure values. Faced with a changing yardstick, it is not surprising that many people become confused. Modigliani and Cohn also argued (and this is a more subtle point) that people fail to take account of a bias in measured corporate profits due to the fact that corporations deduct from their profits the 38 STRU CTU RA L FACTO RS total interest paid on their debt, and not just the real (inflationcorrected) interest. In inflationary times, part of this interest paid may be viewed merely as a prepayment of part of the real debt, rather than a cost to the company. Few investors realize this and make corrections for this effect of inflation. Their failure to do so may be described as another example of money illusion.30 Public misunderstanding about inflation at the present time encourages high expectations for real (inflation-corrected) returns. Most data on past long-run stock market returns is reported in the media in nominal terms, without correction for inflation, and people might naturally be encouraged to expect that such nominal returns would continue in the future. Inflation today is under 2%, compared with a historical average Consumer Price Index level of inflation that has averaged 4.4% a year since John Kennedy was elected president in 1960. Therefore expecting the same nominal returns we have seen in the stock market since 1960 is expecting a lot more in real terms. Plots of historical stock price indexes in the media are almost invariably shown in nominal terms, not the real inflation-corrected terms shown in the figures in this book. Consumer prices have increased six-fold since 1960 and seventeen-fold since 1913. This inflation imparts an strong upward trend to long-run historical plots of stock price indexes, if they are not corrected for inflation. Thus the extraordinary behavior of the real stock market at the turn of the millennium, the spike up in stock prices that was visible in Figure 1.1, does not stand out in the long historical plots we see in the media. In fact, viewing these plots encourages us to think that nothing at all unusual is going on now in the stock market. The reason news writers generally do not make corrections for inflation is probably that they think such adjustments are esoteric and would not be widely appreciated by their readers. And they are probably right. The general public has not by and large taken Economics 101, and those who did sit through it have probably forgotten much of what they learned. Thus they have not assimilated the basic lesson that there is nothing natural about measuring prices in dollars when the quantity, and value, of those dollars has PRECI PI TATI NG FAC TORS 39 been highly unstable. The public at large does not fully appreciate that the more meaningful measure of the stock market level is in terms of some broad basket of goods, as the level is measured if it is corrected for consumer price inflation.31 Expansion of the Volume of Trade: Discount Brokers, Day Traders, and Twenty-Four-Hour Trading The turnover rate (the total shares sold in a year divided by the total number of shares) for New York Stock Exchange stocks nearly doubled between 1982 and 1999, from 42% to 78%.32 The NASDAQ market, which emphasizes high-technolgoy stocks, shows an even greater turnover rate increase, from 88% in 1990 to 221% in 1999.33 The higher turnover rate may be symptomatic of increased interest in the market as a result of other factors mentioned here. But another reason for the rising turnover rate in the stock market is the declining cost of making a trade. After competitive brokerage commissions were mandated by the Securities and Exchange Commission (SEC) in 1975, there was an immediate drop in commission rates, and discount brokers came into being. Technological and organizational changes were also set in motion. Such innovations as the Small Order Execution System, introduced by NASDAQ in 1985, and new order handling rules issued by the SEC in 1997 have resulted in ever lower trading costs. SEC regulations encouraging equal access to the markets have now spawned a growing number of amateur investors who can “day trade,” that is, try to make profits by rapidly trading stocks using the same order execution systems used by professionals. The significant growth of online trading services coincides roughly with the most spectacular increases in the stock market since 1997. According to a study by the SEC, there were 3.7 million online accounts in the United States in 1997; by 1999 there were 9.7 million such accounts.34 The growth of online trading, as well as the associated Internet-based information and communication services, may well encourage minute-by-minute attention to the market. After-hours trading on the exchanges also has the potential to 40 STRU CTU RA L FACTO RS increase the level of attention paid to the market, as investors can track changing prices in their living rooms during their leisure time. Speculative prices seem to get a volatility nudge whenever markets are open. The magnitude of price changes tends to be lower over two-day intervals that include a day when markets are closed (as, for example, during a time when the New York Stock Exchange closed on Wednesdays).35 It is therefore plausible to expect that the expansion of online trading and the opening of markets for longer hours will raise their volatility. Whether it will raise or lower the level of prices is less certain. There is, however, some evidence suggesting that more frequent exposure to price quotes might in fact diminish demand for stocks. Economists Shlomo Benartzi and Richard Thaler have shown that the time pattern of attention to market prices can have important effects on the demand for stocks. In experimental situations, if people are shown daily data on stock prices they express much less interest in investing in stocks than if they are shown only longerrun returns.36 Witnessing the day-to-day noise in stock prices apparently encourages more fear about the inherent risk of investing in stocks. Thus institutional innovations that encourage viewing the market price more frequently might tend to depress the price level of the market. On the other hand, the increased frequency of reporting of stock prices caused by recent institutional and technological changes may have just the opposite effect to that observed in the experimental situation crafted by Benartzi and Thaler. In a nonexperimental setting, where people’s focus of attention is not controlled by an experimenter, the increased frequency of price observations may tend to increase the demand for stocks by attracting attention to them. And changing public attention is a critical factor in the valuation of investments, a point that will be elaborated in Chapter 8. The Rise of Gambling Opportunities There has been a dramatic increase in gambling opportunities in the United States in recent years. Most forms of gambling and lotteries were outlawed by states in the 1870s after a scandal in the PRECI PI TATI NG FAC TORS 41 Louisiana lottery, and the Louisiana national lottery itself was effectively shut down by an 1890 act of Congress prohibiting the sale of lottery tickets by mail. From then until 1970, opportunities to gamble legally were confined largely to racetracks, a form of gambling that has limited public appeal and which at the time required travel to a racetrack. But by 1975, there were thirteen state lotteries, and by 1999 there were thirty-seven, offering very convenient and easy means of wagering. Until 1990, legalized casinos operated only in Nevada and Atlantic City. By 1999 there were nearly 100 riverboat and dockside casinos and 260 casinos on Indian reservations. Over the same interval, betting at racetracks has also expanded dramatically, with the development of off-track betting, relying on satellite broadcasts of the races. Cable and Internet wagering on races is now possible from home. There has also been a proliferation of electronic gambling devices, including slot machines, video poker, video keno, and other stand-alone devices. In some states these may even be found at truck stops, convenience stores, and lottery outlets. The ubiquity and convenience of gambling opportunities, and the strength of the marketing campaign undertaken to promote gambling, are unprecedented in U.S. history. According to the 1999 report of the National Gambling Impact Study Commission, 125 million Americans gambled in 1998—a figure that represents most of the adult population.37 Moreover, 7.5 million Americans were estimated to be either problem or pathological gamblers. The rise of gambling institutions, and the increased frequency of actual gambling, have potentially important effects on our culture and on changed attitudes toward risk taking in other areas, such as investing in the stock market. The legalization of gambling in the form of state lotteries has sometimes been observed to help the illegal numbers business, rat...
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Explanation & Answer

Hello buddy, kindly find your paper attached below. I didnt do the 1 page on Table 16-2 (class handout) because I didnt have the actual table. Anyway let me know if you have any question regarding the paper have attached. Thank you.

Running Head: CHAPTER SUMMARY

1

Chapter: Efficient markets, random walks, and bubbles
Name
Institution

CHAPTER SUMMARY

2

This chapter focuses on the efficient markets theory by investigating the vulnerability
of efficient markets to bubbles. The changes in prices are believed to be illusions whose
changes are unpredictable. The idea of efficient markets has transcended history and
continuously developed into being used in justifying the market valuations such as stock
market. An argument for efficient market is based on the difficulty of buying and selling
stocks amidst competition from the smartest investors in the face of an asset either being
under-or-overpriced....


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