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A Computational Model of Industry Dynamics

A Computational Model of Industry Dynamics
Author: Myong-Hun Chang
Publisher: Routledge
Total Pages: 159
Release: 2015-01-09
Genre: Business & Economics
ISBN: 1134582773

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The economics literature on industry dynamics contains a wide array of empirical works identifying a set of stylized facts. There have been several attempts at constructing analytical models to explain some of these regularities. These attempts are highly stylized and limited in scope to keep the analyses tractable. A general model of industry evolution capable of generating firm and industry behaviour that can match the data is needed. This book endeavours to explain many well-documented aspects of the evolution of industries over time. It uses an agent-based computational model in which artificial industries are created and grown to maturity in silico. While the firms in the model are assumed to have bounded rationality, they are nevertheless adaptive in the sense that their experience-based R&D efforts allow them to search for improved technologies. Given a technological environment subject to persistent and unexpected external shocks, the computationally generated industry remains in a perennial state of flux. The main objective of this study is to identify patterns that exist in the movements of firms as the industry evolves over time along the steady state in which the measured behaviour of the firms and the industry stochastically fluctuate around steady means. The computational model developed in this book is able to replicate many of the stylized facts from the empirical industrial organization literature, particularly as the facts pertain to the dynamics of firm entry and exit. Furthermore, the model allows examination of cross-industry variations in entry and exit patterns by systematically varying the characteristics of the market and the technological environment within which the computationally generated industry evolves. The model demonstrates that the computational approach based on boundedly rational agents in a dynamic setting can be useful and effective in carrying out both positive and normative economic analysis.


Efficiency, Market Dynamics and Industry Growth

Efficiency, Market Dynamics and Industry Growth
Author: J. K. Sengupta
Publisher: Springer
Total Pages: 174
Release: 2009-10-29
Genre: Business & Economics
ISBN: 0230248667

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The dynamics of industry growth, technology and globalization have a dramatic impact on the current economic growth of nations, significantly changing the market structure and world trade, and challenging the competitive equilibrium and their guiding principles. In the world of innovations and spill-over of R&D effects, various forms of non-competitive market structures have evolved in recent times. This book analyzes the new paradigm of change in technology intensive industries, with an emphasis in three main areas; non-parametric models of growth, sources of industry growth and non-competitive market structures in a dynamic framework. The authors to this volume utilise theoretical and empirical analysis to examine the role of R&D investment and Solow-type technical progress, using the non-parametric methods of efficiency analysis, also known as Data Envelopment Analysis. This book is essential reading for all interested in economic theory and innovation.


Industrial Dynamics

Industrial Dynamics
Author: B. Carlsson
Publisher: Springer Science & Business Media
Total Pages: 321
Release: 2012-12-06
Genre: Education
ISBN: 9400910754

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This book is based on the papers presented at a conference on "New Issues in Industrial Economics" held at Case Western Reserve University, Cleveland, Ohio, June 8-10, 1987. The conference was organized by the Research Program in Industrial Economics (RPIE) in the Department of Economics at CWRU and was sponsored by The Cleveland Foundation, the Eaton Corporation, and The Standard Oil Company (later renamed BP America, Inc.). Their generous support is gratefully acknowledged. All of the papers have been revised, in several cases extensively, since their presentation at the conference. One of the primary reasons for organizing the conference was the concern that Industrial Economics has become too narrowly focused in most academic programs, largely being confined to Industrial Organization, i.e., issues of public policy towards enterprise with emphasis on antitrust and regulatory policy. This subject definition leaves out a number of interesting and important questions about how industries evolve over time, what the role of technological change (and organizational change) is in that process, and the associated structural changes within industries and firms. The object of this book is to derme these issues and suggest a framework within which they can be analyzed. I would like to thank all the conference participants for their contributions, particularly my colleagues at CWRU, Asim Erdilek and William S. Peirce, without whose encouragement and support the conference would not have taken place.


The Fourth Industrial Revolution

The Fourth Industrial Revolution
Author: Klaus Schwab
Publisher: Currency
Total Pages: 192
Release: 2017-01-03
Genre: Business & Economics
ISBN: 1524758876

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World-renowned economist Klaus Schwab, Founder and Executive Chairman of the World Economic Forum, explains that we have an opportunity to shape the fourth industrial revolu­tion, which will fundamentally alter how we live and work. Schwab argues that this revolution is different in scale, scope and complexity from any that have come before. Characterized by a range of new technologies that are fusing the physical, digital and biological worlds, the developments are affecting all disciplines, economies, industries and governments, and even challenging ideas about what it means to be human. Artificial intelligence is already all around us, from supercomputers, drones and virtual assistants to 3D printing, DNA sequencing, smart thermostats, wear­able sensors and microchips smaller than a grain of sand. But this is just the beginning: nanomaterials 200 times stronger than steel and a million times thinner than a strand of hair and the first transplant of a 3D printed liver are already in development. Imagine “smart factories” in which global systems of manu­facturing are coordinated virtually, or implantable mobile phones made of biosynthetic materials. The fourth industrial revolution, says Schwab, is more significant, and its ramifications more profound, than in any prior period of human history. He outlines the key technologies driving this revolution and discusses the major impacts expected on government, business, civil society and individu­als. Schwab also offers bold ideas on how to harness these changes and shape a better future—one in which technology empowers people rather than replaces them; progress serves society rather than disrupts it; and in which innovators respect moral and ethical boundaries rather than cross them. We all have the opportunity to contribute to developing new frame­works that advance progress.


Industry 4.0

Industry 4.0
Author: Jesús Hamilton Ortiz
Publisher: BoD – Books on Demand
Total Pages: 134
Release: 2020-03-25
Genre: Technology & Engineering
ISBN: 183880093X

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This book shows a vision of the present and future of Industry 4.0 and identifies and examines the most pressing research issue in Industry 4.0. Containing the contributions of leading researchers and academics, this book includes recent publications in key areas of interest, for example: a review on the Industry 4.0: What is the Industry 4.0, the pillars of Industry 4.0, current and future trends, technologies, taxonomy, and some case studies (A.U.T.O 4.0, stabilization of digitized process). This book also provides an essential tool in the process of migration to Industry 4.0. The book is suitable as a text for graduate students and professionals in the industrial sector and general engineering areas. The book is organized into two sections: 1. Reviews 2. Case Studies Industry 4.0 is likely to play an important role in the future society. This book is a good reference on Industry 4.0 and includes some case studies. Each chapter is written by expert researchers in the sector, and the topics are broad; from the concept or definition of Industry 4.0 to a future society 5.0.


Dynamics of Industry Growth

Dynamics of Industry Growth
Author: Jati Sengupta
Publisher: Springer Science & Business Media
Total Pages: 182
Release: 2012-05-02
Genre: Business & Economics
ISBN: 1461438527

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Economic growth of a country depends on its industries. The focus of modern growth theory is basically macroeconomics, although neoclassical models use competitive markets and the optimization behavior of households and firms in general equilibrium framework. The emphasis here is on industry growth, where the microfoundations of industry are analyzed in terms of economic efficiency. The various linkages which link firm growth with the industry growth are discerned here under various market structures both competitive and monopolistic. The role of information in facilitating market signals and allowing the adoption of new processes has been especially emphasized in this volume. Many issues of market failure and the suboptimality of competitive equilibria are due to incomplete and imperfect information structures and we need a comprehensive theory of information structures underlying the process of industry growth and its dynamics. This book will be of interest to economists studying economic and industry growth and innovation.


A focussed Issue on Competence Perspectives on New Industry Dynamics

A focussed Issue on Competence Perspectives on New Industry Dynamics
Author: Ron Sanchez
Publisher: Emerald Group Publishing
Total Pages: 273
Release: 2012-10-05
Genre: Business & Economics
ISBN: 1780528825

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The papers in volume 6 of Research in Competence-Based Management identify, elaborate theoretically, and investigate empirically a number of new kinds of dynamics in industries and product markets.


Industrial Dynamics in China and India

Industrial Dynamics in China and India
Author: M. Ohara
Publisher: Springer
Total Pages: 282
Release: 2011-09-20
Genre: Political Science
ISBN: 0230308309

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This book is one of the first fully-fledged studies to examine the next world-class industrial leaders emerging from China and India; exploring the domestic and international factors that have led to their rise, and comparing their experiences with other East Asian late-comers such as Japan.


Country and Industry Dynamics in Stock Returns

Country and Industry Dynamics in Stock Returns
Author: Mr.Allan Timmermann
Publisher: International Monetary Fund
Total Pages: 51
Release: 2003-03-01
Genre: Business & Economics
ISBN: 1451847270

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A perennial question in international finance is to what extent stock returns are influenced by country-location, as opposed to industry-affiliation, factors. This paper develops a novel methodology to measure these effects, in which portfolios mimicking "pure" country and industry factors are first constructed and their joint dynamics then modeled as regime-switching processes. Estimation using global firm-level data allows us to identify well-defined volatility states over the past thirty years and shows that the contribution of the industry factor becomes systematically more prominent during high global volatility states, while the country factor contribution declines. Using the model's estimates, we find that portfolio diversification possibilities vary considerably across economic states.


The Dynamics of Industrial Competition

The Dynamics of Industrial Competition
Author: John R. Baldwin
Publisher: Cambridge University Press
Total Pages: 484
Release: 1998-09-13
Genre: Business & Economics
ISBN: 9780521633574

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The Dynamics of Industrial Competition describes the internal dynamics of industries using new and unique longitudinal data that make it possible to track firms over time. It provides a comprehensive picture of a number of aspects of firm turnover in North America that arise from the competitive process - the entry and the exit of firms, the growth and the decline of incumbent firms, and the merger process. Instantaneous and cumulative measures of market dynamics are provided. Since the forces contributing to competition are varied and industries are affected by heterogeneous forces, different aspects of firm turnover are considered in order to provide a comprehensive overview of the competitive process. Entry is divided into that portion coming from the creation of new plants and that portion arising from the acquisition of existing firms. Differences are drawn between the effects of related and unrelated acquisitions and between the effects of take-overs made by domestic and foreign firms. Differences between large- and small-firm activity are also investigated. The effects of turnover on productivity, efficiency, wage rates, and profitability are extensively model led. Using various measures of firm turnover to proxy the amount of competition, the study examines and contextualizes the relationship between industry performance and the intensity of the competitive process.