UNDERSTANDING INNOVATION AS A COMPLEX ADAPTIVE SYSTEM: CASE STUDIES FROM SHIMADZU AND NEC

Abstract. This paper describes innovation from the viewpoint of biologic evolution, a complex adaptive system. First, three characteristics of complex adaptive systems – variation, interaction and selection – are explained. Second, we propose that variation in R&D activities is brought about by innovation seeds, which can be subdivided into reproduction and mutation types. Third, taking into account the concept of an innovation seed, we propose our innovation creation process model. Finally, our proposed concept is validated through case studies of (i) a mass analyser business by Shimadzu and (ii) a carbon nanotube business by NEC.     

Information, Incentives, and Option Value: The Silicon Valley Model

This paper analyzes the Silicon Valley model as a novel economic institution in the domain of technological product system innovation. We analyze the informational relationship as well as governance relationships between venture capitalists and a cluster of entrepreneurial firms. The informational conditions that make the Silicon Valley model efficient are identified, leading to an understanding of the significance of standardized interfaces, modularization, and information encapsulation. We then examine the governance/incentive aspect by integrating the models of Aoki (Towards a Comparative Institutional Analysis, Cambridge, MA: MIT Press, 2001) and Baldwin and Clark (Design Rules—Vol. 1: The Power of Modularity, Cambridge, MA: MIT Press, 2000). The paper concludes by evaluating the applicability of the model to other localities and industries. J. Comp. Econ., December 2002, 30(4), pp. 759–786. Department of Economics, Stanford University, Stanford, California 94305, and RIETI, 1-3-1 Kasumigaseki, Chiyoda-ku, Tokyo 100-0013, Japan; and Faculty of Economics, Toyo University, 5-28-20 Hakusan, Bunkyo-ku, Tokyo 112-8606, Japan. © 2002 Association for Comparative Economic Studies. Published by Elsevier Science (USA). All rights reserved.Journal of Economic Literature Classification Numbers: D21, L23, O32, P51, P52.     

Estimating the geographic diffusion of the videocassette recorder market

The majority of studies concerning diffusion or product growth of consumer durables have treated the U.S. market as a whole and have applied the diffusion model on the assumption that the market exhibits a homogeneous response in its diffusion process. If the market is heterogeneous, however, an aggregate model entails a misspecification problem which could adversely affect the applicability and efficiency of the model. A modeling framework is developed for analyzing the diffusion process in a possibly heterogeneous market. Empirical analysis using data on the videocassette recorder (VCR) market reveals that the modeling framework captures to a fair extent heterogeneous diffusion processes across different regions in the U.S. market. Managerial implications are derived and discussed.     

The influence of natural hazards on urban housing location

The effects of natural hazards on urban housing location are investigated, using as an example seismic damage. The seismic damage function is allowed to arbitrarily vary in two-dimensional (r, θ) space rather than the usual one-dimensional models of Mills, Muth, Alonso, etc. Damage is assumed to only affect capital inputs (i.e., the structure), not land. Under the influence of expected damage, the population and CBD (treated as a point) are seen to shift toward lower expected damage. It is found that the relative importance of damage increases as the capital productivity parameter (b) of the Cobb-Douglas production function increases.     

Applicability of a spatial computable general equilibrium model to assess the short-term economic impact of natural disasters

Computable general equilibrium (CGE) models have been widely used to assess the economic impact of natural disasters, but the models have not been fully validated by applying them to real disasters. This study focuses on validating a model for use in a short-run case in which the functional recovery of infrastructure and businesses occurred on a time scale of a few months. A special attempt is made to determine the parameter values of elasticity of substitutions, which play an important role in the effect on supply chains. In this study, a spatial CGE model, in which Japan is divided into nine regions, is constructed and applied to the case of the 2011 Great East Japan Earthquake and Tsunami. Through this application, the best estimates of the elasticity parameters generated relatively consistent estimates of production change compared with the observed change, both in severely affected regions and in other regions.     

Aggregate returns to social capital: Estimates based on the augmented augmented-Solow model

We extend the augmented-Solow model to estimate the aggregate output elasticity and depreciation rate of social capital that characterize aggregate returns. The estimated output elasticity is approximately 0.1. While social capital positively affects economic growth, the magnitude is much smaller than that of other production inputs. The estimated depreciation rate is at least 10% per annum, which is higher than that of physical capital. The median value of the implied aggregate return of social capital is approximately 19.11% at the global level. In OECD countries, it is likely to be considerably smaller than the individual returns, suggesting the fallacy of composition. While there is no systematic relationship between GDP per capita and returns to physical or human capital, the aggregate returns to social capital seem to be negatively related to the level of development.     

Modeling the Role of a Coordinator as a Medium of Communication in 2-Player Conflicts

This paper discusses the role of a coordinator in the 2-player conflict where the information on players' preference is incomplete. It is assumed that the coordinator has a priori prospect of feasible alternatives. First, the method of the graph model for conflict resolution (GMCR) is extended to apply to this conflict with incomplete information, and the coordination system for the conflict with incomplete information is proposed. The process operated by the coordinator uses Extended Robustness Analysis that specifies the critical conditions for the stability and Pareto efficiency of an alternative. Finally, the methodology is applied to the conflict between hydropower generation and environmental interests.