(Michi) IGAMI is an Assistant Professor of Economics at Yale Department of Economics, and empirically studies the economics of creative destruction with emphasis on strategic industry dynamics. 

  • Industrial Organization, Economics of Innovation, International Trade

  • 4/2/2015 U British Columbia: "Offshoring under Oligopoly"
  • 4/3/2015 U Chicago (Conference on Flows of Goods and Technologies in the Global Economy): "Offshoring under Oligopoly"
  • 4/21/2015 UC Berkeley (IO)"Mergers, Innovation, and Entry-Exit Dynamics"
  • 4/25/2015 International Industrial Organization Conference (Boston)"Mergers, Innovation, and Entry-Exit Dynamics"
  • 4/27/2015 Stanford (Junior Faculty Lunch): "Productivity, Innovation, and Patents in China"
  • 5/8/2015 Stanford (GSB): "Mergers, Innovation, and Entry-Exit Dynamics"
  • 5/22-23/2015 Washington U in St. Louis (CRES Foundations of Business Strategy Conference): "Mergers, Innovation, and Entry-Exit Dynamics"
  • 6/25-27/2015 Society for Economic Dynamics (Warsaw, Poland): "Industry Dynamics of Offshoring"
  • 7/14/2015 NBER Summer Institute Productivity/Innovation meeting (Boston): "Mergers, Innovation, and Entry-Exit Dynamics"
  • 7/31-8/1/2015 Hitotsubashi U (HIAS Summer Institute: International Trade and FDI 2015 Conference): "Industry Dynamics of Offshoring"
  • 8/20/2015 Econometric Society World Congress (Montreal, Canada): "Mergers, Innovation, and Entry-Exit Dynamics"
  • 10/8/2015 U of Illinois at Urbana-Champaign: "Mergers, Innovation, and Entry-Exit Dynamics"
  • 10/9/2015 Purdue"Mergers, Innovation, and Entry-Exit Dynamics"
  • 11/2/2015 Northwestern: "Mergers, Innovation, and Entry-Exit Dynamics"
  • 11/12-13/2015 The Eighth Annual Federal Trade Commission Microeconomics Conference: "Mergers, Innovation, and Entry-Exit Dynamics"
  • 11/17/2015 NBER Productivity Lunch"Productivity, Innovation, and Patents in China"
  • 11/19/2015 Northeastern"Mergers, Innovation, and Entry-Exit Dynamics"
  • 12/10/2015 Yale"Mergers, Innovation, and Entry-Exit Dynamics"

  • Unobserved Heterogeneity in Dynamic Games: Cannibalization and Preemptive Entry of Hamburger Chains in Canada (September 2, 2015) with Nathan Yang, Quantitative Economics, forthcoming. Slides  

  • We develop a dynamic entry model of multi-store oligopoly with heterogeneous markets, and estimate it using data on hamburger chains in Canada (1970–2005). Because more lucrative markets attract more entry, firms appear to favor the presence of more rivals. Thus unobserved heterogeneity across geographical markets creates an endogeneity problem and poses a methodological challenge in the estimation of dynamic games, which we address by combining the procedures proposed by Kasahara and Shimotsu (2009), Arcidiacono and Miller (2011), and Bajari, Benkard, and Levin (2007), respectively. The results suggest the omission of unobserved market heterogeneity attenuates the estimates of competition, and the tradeoff between cannibalization and preemption is an important factor behind the evolution of market structure.

    * This paper has previously been circulated under a different title, "Cannibalization and Preemptive Entry in Heterogeneous Markets."
    * Non-technical summary by The Economist (May 3, 2014)
    * Non-technical summary by Tim Harford (The Undercover Economist) for The Financial Times (February 6, 2015)

  • Market Power in International Commodity Trade: The Case of Coffee (June 2015, the Journal of Industrial Economics, 63:2, 225–248). Published version
This paper studies the impact of market power on international commodity prices. I use a standard oligopoly model and exploit historical variations in the structure of the international coffee bean market to assess the impact of a cartel treaty on coffee prices and its global welfare consequences. The results suggest the International Coffee Agreement (ICA, 1965-89) raised its price by 75% above the Cournot-competitive level, annually transferring approximately $12 billion from consumers to exporting countries, and its lapse in 1989 explains four-fifths of the subsequent price decline, that is, the "coffee crisis."
This paper measures the impact of the entry of large supermarkets on incumbents of various sizes. Contrary to the conventional notion that big stores drive small rivals out of the market, data from Tokyo in the 1990s show that large supermarkets' entry induces the exit of existing large and medium-size competitors, but improves the survival rate of small supermarkets. These findings highlight the role of store size as an important dimension of product differentiation. Size-based entry regulations would appear to protect big incumbents, at the expense of small incumbents and potential entrants.

  • Estimating the Innovator’s Dilemma: Structural Analysis of Creative Destruction in the Hard Disk Drive Industry (September 30, 2015), third revision resubmitted to the Journal of Political Economy. Slides  

    This paper studies strategic industry dynamics of creative destruction in which 
    firms and technologies turn over. Theories predict cannibalization between existing and new products delays incumbents’ innovation, whereas preemptive motives accelerate it, and incumbents’ cost (dis)advantage relative to that of entrants would further reinforce these tendencies. To empirically assess these three forces, I develop and estimate a dynamic oligopoly model using a unique panel dataset of hard disk drive (HDD) manufacturers (1981–98). The results suggest that despite strong preemptive motives and a substantial cost advantage over entrants, incumbents are reluctant to innovate because of cannibalization, which can explain at least 66% of the incumbent-entrant innovation gap. I then assess hypothetical policy interventions concerning broad patents and trade barriers, and find the industry’s welfare trajectory difficult to outperform.

    * Non-technical summary in Japanese
     at Nikkei Business (Online & Paper editions, January 5 & April 14, 2015)

  • Mergers, Innovation, and Entry-Exit Dynamics: The Consolidation of the Hard Disk Drive Industry (July 2, 2015) with Kosuke Uetake. Slides

    We study the process of industry consolidation and its effects on competi
    tion, innovation, and welfare. We develop a dynamic oligopoly model of mergers, R&D, and entry-exit, and estimate it using data from the hard disk drive industry. We find mergers became a dominant mode of exit and sometimes generated productivity improvement (i.e., synergies). Our counterfactual simulation highlights dynamic tradeoffs and suggests a more restrictive antitrust regime could reduce welfare because a higher exit rate partially o¤sets its pro-competitive effect, and R&D does not fully make up for the forgone synergies.

  • Industry Dynamics of Offshoring: The Case of Hard Disk Drives (July 3, 2015). Slides

    This paper uncovers a novel pattern of offshoring dynamics in a high-tech industry, 
    and proposes a structural model to explain it. Specifically, the hard disk drive industry (1976–98) witnessed massive waves of entry, exit, and the relocation of manufacturing plants to low-cost countries, in which shakeouts occurred predominantly among home firms and almost all survivors were offshore firms. I build and estimate a dynamic offshoring game with entry/exit to measure the benefits and costs of offshoring, investigate the relationship between offshoring and market structure, and assess the impacts of hypothetical government interventions.

    * This paper has previously been circulated under different titles, "Offshoring under Oligopoly", "Offshoring as Process Innovation", and "Who Offshores, Where, and How?"
    * Presentation video at Chicago University's Becker Friedman Institute (April 2, 2015)

  • Patent Statistics as an Innovation Indicator? Evidence from the Hard Disk Drive Industry (January 9, 2015) with Jai SubrahmanyamSlides

    We assess the usefulness of patent statistics as an indicator of innovation using 
    a direct measure of innovation in the hard disk industry (1976–98). Three findings emerge: (1) patents “predict” innovations better than a random guess, and a simple refinement makes them more useful; (2) conditional on innovating, conglomerates and larger firms patent more than specialized startups and smaller firms; and (3) patent reforms seem to make the patent-innovation relationship nonstationary. These results suggest researchers to use caution when comparing patents of different types of firms and across years because ill-informed R&D policy interventions may entail detrimental impacts on economic growth and welfare.

  • Productivity, Innovation, and Patents in China (with Mo Xiao and Yuyu Chen), since September 2014.

    We study process and product innovations in China as well as their relationships with patents. We build on the multi-product production function framework of De Loecker, Goldberg, Khandelwal, and Pavcnik (2014) to separately identify productivity and the quality of new products. We apply this approach to the panel data of Chinese firms, and find that (1) private and foreign firms exhibit higher productivity than state-owned firms, (2) firms seem to specialize in either process or product innovation, and (3) patents are negatively correlated with innovations but positively correlated with firm size. We then analyze the dynamics of these activities by using Doraszelski and Jaumandreu's (2013) approach to endogenize R&D investment.

  • Acquiring a String of Pearls (with Yasin Özcan), since June 2015.

  • Moore's Law, since June 2013.

  • This paper studies the effects of age and experience on creativity. I construct a unique panel dataset of 600 mangas and 286 artists from the population of works published at Weekly Jump (1968–2012). Preliminary data analysis suggests that: (1) creativity declines with age; (2) creativity increases with experience; and (3) the benefits of experience diminishes with age. However, these results might suffer from the survivorship bias because some artists quit their career at Weekly Jump after publishing a few unpopular mangas. Since only talented artists may choose to accumulate experience, my current estimates likely confound the effects of age and experience with that of unobserved talent. In the future version of this paper, I plan to address this selection issue by incorporating the dynamics of artists' career decisions into a structural model.

    * Click here in case you have not heard about Weekly Jump, one of the world's most prominent comic magazines.