Mitsuru (Michi) IGAMI is an Assistant Professor of Economics at Yale Department of Economics, and empirically studies the process of creative destruction with an emphasis on strategic industry dynamics, including (i) innovation & productivity, (ii) entry & exit, and (iii) mergers & acquisitions.
FIELDS OF SPECIALIZATION
- 9/20/2016 U Maryland: "Mergers, Innovation, and Entry-Exit Dynamics"
- 9/21/2016 U.S. Department of Justice: "Mergers, Innovation, and Entry-Exit Dynamics"
- 9/22/2016 Bates White: "Mergers, Innovation, and Entry-Exit Dynamics"
- 10/28/2016 Japan Fair Trade Commission: "Mergers, Innovation, and Entry-Exit Dynamics"
- 12/12/2016 MIT: "Mergers, Innovation, and Entry-Exit Dynamics"
- 4/19/2017 Georgetown U: "Mergers, Innovation, and Entry-Exit Dynamics"
- 5/3/2017 Cornell: "Mergers, Innovation, and Entry-Exit Dynamics"
- Estimating the Innovator’s Dilemma: Structural Analysis of Creative Destruction in the Hard Disk Drive Industry, 1981–1998 (October 14, 2015), the Journal of Political Economy, forthcoming. Slides
This paper studies strategic industry dynamics of creative destruction in which firms and technologies experience turnover. Theories predict cannibalization between existing and new products delays incumbents’ innovation, whereas preemptive motives accelerate it. 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, cannibalization makes incumbents reluctant to innovate, which can explain at least 57% of the incumbent-entrant innovation gap. I then assess hypothetical policy interventions concerning broad patents and license fees, 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)
- Unobserved Heterogeneity in Dynamic Games: Cannibalization and Preemptive Entry of Hamburger Chains in Canada with Nathan Yang (July 2016, Quantitative Economics, 7:2, 483–521). 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."
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.
Mergers, Innovation, and Entry-Exit Dynamics: Consolidation of the Hard Disk Drive Industry, 1996–2015 (July 28, 2016) with Kosuke Uetake. Slides Slides2
How far should an industry be allowed to consolidate when competition and innovation are endogenous? We extend Rust's (1987) framework to incorporate a stochastically alternating-move game of dynamic oligopoly, and estimate it using data from the hard disk drive industry, in which a dozen global players consolidated into only three in the last 20 years. We find plateau-shaped equilibrium relationships between competition and innovation, with systematic heterogeneity across time and productivity. Our counterfactual simulations suggest the optimal policy should stop mergers when five or fewer firms exist, highlighting a dynamic welfare tradeoff between ex-post pro-competitive effects and ex-ante value-destruction side effects.
Privatization and Innovation: Productivity, New Products, and Patents in China (July 29, 2016) with Yuyu Chen, Masayuki Sawada, and Mo Xiao. Slides
We study Chinese firms' innovative activities in the period of privatization. We extend Ackerberg, Caves, and Frazer's (2015) production-function estimation approach to incorporate ownership types and privatization, and address common econometric problems including sample-selection, simultaneity, and omitted-variable biases. Our estimates suggest private firms' total factor productivity (TFP) premium over state-owned enterprises (SOEs) tends to be larger in industries with relatively low returns to scale. We then investigate the relationships between our TFP estimates and other, observed measures of innovation, including the introduction of new products and patent applications. We find: (1) process and product innovations seem complementary to each other, (2) "invention" patents appear more reliable as an indicator of innovations than the other types of Chinese patents, and (3) patenting behaviors are highly heterogeneous across firms of different ownership types.
Industry Dynamics of Offshoring: The Case of Hard Disk Drives (October 12, 2016), second revision resubmitted to American Economic Journal: Microeconomics. 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 Subrahmanyam. Slides
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.
PROJECTS UNDER CONSTRUCTION
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.