narrative economics Robert J. Shiller narrative economics How Stories Go Viral & Drive Major Economic Events princeton university press princeton & oxford Copyright © 2019 by Robert J. Shiller Requests for permission to reproduce material from this work should be sent to permissions@press.princeton.edu Published by Princeton University Press 41 William Street, Princeton, New Jersey 08540 6 Oxford Street, Woodstock, Oxfordshire OX20 1TR press.princeton.edu All Rights Reserved ISBN 9780691182292 ISBN (e-book) 9780691189970 Version 1.0 British Library Cataloging-in-Publication Data is available Editorial: Peter Dougherty and Alena Chekanov Production Editorial: Terri O’Prey Text Design: Leslie Flis Jacket Design: Faceout Studio Contents List of Figures  vii Preface: What Is Narrative Economics?  ix Acknowledgments  xxi Part I   The Beginnings of Narrative Economics 1  The Bitcoin Narratives  3 2  An Adventure in Consilience  12 3  Contagion, Constellations, and Confluence  18 4  Why Do Some Narratives Go Viral?  31 5  The Laffer Curve and Rubik’s Cube Go Viral  41 6  Diverse Evidence on the Virality of Economic Narratives  53 Part II   The Foundations of Narrative Economics 7  Causality and Constellations  71 8  Seven Propositions of Narrative Economics  87 Part III   Perennial Economic Narratives 9  Recurrence and Mutation  107 10  Panic versus Confidence  114 11  Frugality versus Conspicuous Consumption  136 12  The Gold Standard versus Bimetallism  156 13  Labor-Saving Machines Replace Many Jobs  174 14  Automation and Artificial Intelligence Replace Almost All Jobs  196 15  Real Estate Booms and Busts  212 16  Stock Market Bubbles  228 17  Boycotts, Profiteers, and Evil Business  239 18  The Wage-Price Spiral and Evil Labor Unions  258 Part IV   Advancing Narrative Economics 19  Future Narratives, Future Research  271 Appendix: Applying Epidemic Models to Economic Narratives  289 Notes  301 References  325 Index  351 Figures 2.1 Articles Containing the Word Narrative as a Percentage of All Articles in Academic Disciplines   13 3.1 Epidemic Curve Example, Number of Newly Reported Ebola Cases in Lofa County, Liberia, by week, June 8–November 1, 2014   19 3.2 Percentage of All Articles by Year Using the Word Bimetallism or Bitcoin in News and Newspapers, 1850–2019   22 3.3 Frequency of Appearance of Four Economic Theories, 1940–2008   27 5.1 Frequency of Appearance of the Laffer Curve   43 10.1 Frequency of Appearance of Financial Panic, Business Confidence, and Consumer Confidence in Books, 1800–2008   116 10.2 Frequency of Appearance of Financial Panic Narratives within a Constellation of Panic Narratives through Time, 1800–2000   118 10.3 Frequency of Appearance of Suggestibility, Autosuggestion, and Crowd Psychology in Books, 1800–2008   120 10.4 Frequency of Appearance of Great Depression in Books, 1900–2008, and News, 1900–2019   134 11.1 Frequency of Appearance of American Dream in Books, 1800–2008, and News, 1800–2016   152 12.1 Frequency of Appearance of Gold Standard in Books, 1850–2008, and News, 1850–2019   159 13.1 Frequency of Appearance of Labor-Saving Machinery and Technological Unemployment in Books, 1800–2008   175 14.1 Percentage of Articles Containing the Words Automation and Artificial Intelligence in News and Newspapers, 1900–2019   197 15.1 “Housing Bubble” Google Search Queries, 2004–19   226 16.1 Frequency of Appearance of Stock Market Crash in Books, 1900–2008, and News, 1900–2019   232 17.1 Frequency of Appearance of Profiteer in Books, 1900–2008, and News, 1900–2019   243 18.1 Frequency of Appearance of Wage-Price Spiral and Cost-Push Inflation in Books, 1900–2008   259 A.1 Theoretical Epidemic Paths   291 Preface: What Is Narrative Economics? When I was a nineteen-year-old undergraduate at the University of Michigan over a half century ago, my history professor, Shaw Livermore, assigned a short book by Frederick Lewis Allen, Only Yesterday: An Informal History of the 1920s, about the run-up to the 1929 stock market crash and the beginnings of the Great Depression of the 1930s. It was a best seller when it was published in 1931. After reading it, I came to believe that the book was extremely important, for it not only described the lively atmosphere and massive speculative booms of the Roaring Twenties but also illuminated the causes of the Great Depression, the biggest economic crisis ever to hit the world economy. It struck me that this period’s history of rapid-fire contagious narratives somehow contributed to the changing spirit of the times. For example, Allen wrote an eyewitness account of the spread of narratives throughout 1929, just before the stock market peaked: Across the dinner table one heard fantastic stories of sudden fortunes: a young banker had put every dollar of his small capital into Niles-Bement- Pond and now was fixed for life; a widow had been able to buy a large country house with her winnings in Kennecott. Thousands speculated—and won too—without the slightest knowledge of the nature of the company upon whose fortunes they were relying, like the people who bought Seaboard Air Line under the impression that it was an aviation stock. [Seaboard Air Line was a railroad, so named in the nineteenth century, when “air line” meant the shortest conceivable path between two points.]1 These narratives sound a bit fanciful, but they were repeated so often that they were hard to ignore. It couldn’t have been so easy to get rich, and the most intelligent people in the 1920s must have realized that. But the opposing narrative, which would have pointed out the folly of get-rich-quick schemes, was apparently not very contagious. After I read Allen’s book, it seemed to me that the trajectory of the stock market and the economy, as well as the onset of the Great Depression, must have been tied to the stories, misperceptions, and broader narratives of the period. But economists never took Allen’s book seriously, and the idea of narrative