The Knowledge Economy
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Integrated Regional Econometric and Input-Output Modeling
Integrated Regional Econometric and Input-Output Modeling Sergio J. Rey12 Department of Geography San Diego State University San Diego, CA 92182 [email protected] January 1999 1Part of this research was supported by funding from the San Diego State Uni- versity Foundation Defense Conversion Center, which is gratefully acknowledged. 2This paper is dedicated to the memory of Philip R. Israilevich. Abstract Recent research on integrated econometric+input-output modeling for re- gional economies is reviewed. The motivations for and the alternative method- ological approaches to this type of analysis are examined. Particular atten- tion is given to the issues arising from multiregional linkages and spatial effects in the implementation of these frameworks at the sub-national scale. The linkages between integrated modeling and spatial econometrics are out- lined. Directions for future research on integrated econometric and input- output modeling are identified. Key Words: Regional, integrated, econometric, input-output, multire- gional. Integrated Regional Econometric+Input-Output Modeling 1 1 Introduction Since the inception of the field of regional science some forty years ago, the synthesis of different methodological approaches to the study of a region has been a perennial theme. In his original “Channels of Synthesis” Isard conceptualized a number of ways in which different regional analysis tools and techniques relating to particular subsystems of regions could be inte- grated to achieve a comprehensive modeling framework (Isard et al., 1960). As the field of regional science has developed, the term integrated model has been used in a variety of ways. For some scholars, integrated denotes a model that considers more than a single substantive process in a regional context. -
A NEW VISION of the KNOWLEDGE ECONOMY Brian Chi-Ang Lin National Chengchi University
A NEW VISION OF THE KNOWLEDGE ECONOMY Brian Chi-ang Lin National Chengchi University Abstract. To date, more than half of the output in the major OECD countries has been knowledge based. This paper argues, however, that the current growth- oriented exposition of the knowledge economy rooted in the conventional concept of free competition is insufficient for promoting the long-term development of human societies. Although we now live in a knowledge economy, most countries have been concurrently characterized by serious phenomena such as environmental degradation and growing economic inequality. The prospect of meeting global commitments, for instance, to reducing inequality, as outlined in the 1995 World Summit for Social Development in Copenhagen and endorsed in the United Nations Millennium Declaration, is bleak and the global society as a whole has become less and less sustainable. Indeed, the world is better seen as composed of numerous (but finite) knowledge economies. To take up the challenge of sustainable development of human societies, we have to develop a pluralistic perspective of the knowledge economy and fully acknowledge the characteristics of each unique knowledge system (such as indigenous knowledge possessed by a small tribe). Once we can help each individual knowledge system develop into a specific set of economic institutions that freely exchange concepts and beliefs with each other in a global environment, we will be able to develop a global economy that embodies a value-committed basis that assures a sustainable path of development on earth. Keywords. Economic inequality; Growth; Indigenous knowledge; Sustainable development; The knowledge economy There are changes in other spheres too which we must expect to come. -
Marxist Economics: How Capitalism Works, and How It Doesn't
MARXIST ECONOMICS: HOW CAPITALISM WORKS, ANO HOW IT DOESN'T 49 Another reason, however, was that he wanted to show how the appear- ance of "equal exchange" of commodities in the market camouflaged ~ , inequality and exploitation. At its most superficial level, capitalism can ' V be described as a system in which production of commodities for the market becomes the dominant form. The problem for most economic analyses is that they don't get beyond th?s level. C~apter Four Commodities, Marx argued, have a dual character, having both "use value" and "exchange value." Like all products of human labor, they have Marxist Economics: use values, that is, they possess some useful quality for the individual or society in question. The commodity could be something that could be directly consumed, like food, or it could be a tool, like a spear or a ham How Capitalism Works, mer. A commodity must be useful to some potential buyer-it must have use value-or it cannot be sold. Yet it also has an exchange value, that is, and How It Doesn't it can exchange for other commodities in particular proportions. Com modities, however, are clearly not exchanged according to their degree of usefulness. On a scale of survival, food is more important than cars, but or most people, economics is a mystery better left unsolved. Econo that's not how their relative prices are set. Nor is weight a measure. I can't mists are viewed alternatively as geniuses or snake oil salesmen. exchange a pound of wheat for a pound of silver. -
Aggregate Productivity Growth: Lessons from Microeconomic Evidence
Aggregate Productivity Growth: Lessons from Microeconomic Evidence Lucia Foster, John Haltiwanger and C.J. Krizan* June 2000 * Respectively, Bureau of the Census; University of Maryland, Bureau of the Census, and NBER; and Fannie Mae and Bureau of the Census. We thank Tomas Dvorak for helpful research assistance. The analyses and results presented in this paper are attributable to the authors and do not necessarily reflect concurrence by the Bureau of the Census. 1 I. Overview Recent research using establishment and firm level data has raised a variety of conceptual and measurement questions regarding our understanding of aggregate productivity growth.1 Several key, related findings are of interest. First, there is large scale, ongoing reallocation of outputs and inputs across individual producers. Second, the pace of this reallocation varies over time (both secularly and cyclically) and across sectors. Third, much of this reallocation reflects within rather than between sector reallocation. Fourth, there are large differentials in the levels and the rates of growth of productivity across establishments within the same sector. The rapid pace of output and input reallocation along with differences in productivity levels and growth rates are the necessary ingredients for the pace of reallocation to play an important role in aggregate (i.e., industry) productivity growth. However, our review of the existing studies indicates that the measured contribution of such reallocation effects varies over time and across sectors and is sensitive to measurement methodology. An important objective of this paper is to sort out the role of these different factors so that we can understand the nature and the magnitude of the contribution of reallocation to aggregate productivity growth. -
1- TECHNOLOGY Q L M. Muniagurria Econ 464 Microeconomics Handout
M. Muniagurria Econ 464 Microeconomics Handout (Part 1) I. TECHNOLOGY : Production Function, Marginal Productivity of Inputs, Isoquants (1) Case of One Input: L (Labor): q = f (L) • Let q equal output so the production function relates L to q. (How much output can be produced with a given amount of labor?) • Marginal productivity of labor = MPL is defined as q = Slope of prod. Function L Small changes i.e. The change in output if we change the amount of labor used by a very small amount. • How to find total output (q) if we only have information about the MPL: “In general” q is equal to the area under the MPL curve when there is only one input. Examples: (a) Linear production functions. Possible forms: q = 10 L| MPL = 10 q = ½ L| MPL = ½ q = 4 L| MPL = 4 The production function q = 4L is graphed below. -1- Notice that if we only have diagram 2, we can calculate output for different amounts of labor as the area under MPL: If L = 2 | q = Area below MPL for L Less or equal to 2 = = in Diagram 2 8 Remark: In all the examples in (a) MPL is constant. (b) Production Functions With Decreasing MPL. Remark: Often this is thought as the case of one variable input (Labor = L) and a fixed factor (land or entrepreneurial ability) (2) Case of Two Variable Inputs: q = f (L, K) L (Labor), K (Capital) • Production function relates L & K to q (total output) • Isoquant: Combinations of L & K that can achieve the same q -2- • Marginal Productivities )q MPL ' Small changes )L K constant )q MPK ' Small changes )K L constant )K • MRTS = - Slope of Isoquant = Absolute value of Along Isoquant )L Examples (a) Linear (L & K are perfect substitutes) Possible forms: q = 10 L + 5 K Y MPL = 10 MPK = 5 q = L + K Y MPL = 1 MPK = 1 q = 2L + K Y MPL = 2 MPK = 1 • The production function q = 2 L + K is graphed below. -
Dangers of Deflation Douglas H
ERD POLICY BRIEF SERIES Economics and Research Department Number 12 Dangers of Deflation Douglas H. Brooks Pilipinas F. Quising Asian Development Bank http://www.adb.org Asian Development Bank P.O. Box 789 0980 Manila Philippines 2002 by Asian Development Bank December 2002 ISSN 1655-5260 The views expressed in this paper are those of the author(s) and do not necessarily reflect the views or policies of the Asian Development Bank. The ERD Policy Brief Series is based on papers or notes prepared by ADB staff and their resource persons. The series is designed to provide concise nontechnical accounts of policy issues of topical interest to ADB management, Board of Directors, and staff. Though prepared primarily for internal readership within the ADB, the series may be accessed by interested external readers. Feedback is welcome via e-mail ([email protected]). ERD POLICY BRIEF NO. 12 Dangers of Deflation Douglas H. Brooks and Pilipinas F. Quising December 2002 ecently, there has been growing concern about deflation in some Rcountries and the possibility of deflation at the global level. Aggregate demand, output, and employment could stagnate or decline, particularly where debt levels are already high. Standard economic policy stimuli could become less effective, while few policymakers have experience in preventing or halting deflation with alternative means. Causes and Consequences of Deflation Deflation refers to a fall in prices, leading to a negative change in the price index over a sustained period. The fall in prices can result from improvements in productivity, advances in technology, changes in the policy environment (e.g., deregulation), a drop in prices of major inputs (e.g., oil), excess capacity, or weak demand. -
Economics 352: Intermediate Microeconomics
EC 352: Intermediate Microeconomics, Lecture 7 Economics 352: Intermediate Microeconomics Notes and Sample Questions Chapter 7: Production Functions This chapter will introduce the idea of a production function. A production process uses inputs such as labor, energy, raw materials and capital to produce one (or more) outputs, which may be computer software, steel, massages or anything else that can be sold. A production function is a mathematical relationship between the quantities of inputs used and the maximum quantity of output that can be produced with those quantities of inputs. For example, if the inputs are labor and capital (l and k, respectively), the maximum quantity of output that may be produced is given by: q = f(k, l) Marginal physical product The marginal physical product of a production function is the increase in output resulting from a small increase in one of the inputs, holding other inputs constant. In terms of the math, this is the partial derivative of the production function with respect to that particular input. The marginal product of capital and the marginal product of labor are: ∂q MP = = f k ∂k k ∂q MP = = f l ∂l l The usual assumption is that marginal (physical) product of an input decreases as the quantity of that input increases. This characteristic is called diminishing marginal product. For example, given a certain amount of machinery in a factory, more and more labor may be added, but as more labor is added, at some point the marginal product of labor, or the extra output gained from adding one more worker, will begin to decline. -
2015: What Is Made in America?
U.S. Department of Commerce Economics and2015: Statistics What is Made Administration in America? Office of the Chief Economist 2015: What is Made in America? In October 2014, we issued a report titled “What is Made in America?” which provided several estimates of the domestic share of the value of U.S. gross output of manufactured goods in 2012. In response to numerous requests for more current estimates, we have updated the report to provide 2015 data. We have also revised the report to clarify the methodological discussion. The original report is available at: www.esa.gov/sites/default/files/whatismadeinamerica_0.pdf. More detailed industry By profiles can be found at: www.esa.gov/Reports/what-made-america. Jessica R. Nicholson Executive Summary Accurately determining how much of our economy’s total manufacturing production is American-made can be a daunting task. However, data from the Commerce Department’s Bureau of Economic Analysis (BEA) can help shed light on what percentage of the manufacturing sector’s gross output ESA Issue Brief is considered domestic. This report works through several estimates of #01-17 how to measure the domestic content of the U.S. gross output of manufactured goods, starting from the most basic estimates and working up to the more complex estimate, domestic content. Gross output is defined as the value of intermediate goods and services used in production plus the industry’s value added. The value of domestic content, or what is “made in America,” excludes from gross output the value of all foreign-sourced inputs used throughout the supply March 28, 2017 chains of U.S. -
Neoliberalism, Higher Education, and the Knowledge Economy: from The
This article was downloaded by: On: 28 September 2010 Access details: Access Details: Free Access Publisher Routledge Informa Ltd Registered in England and Wales Registered Number: 1072954 Registered office: Mortimer House, 37- 41 Mortimer Street, London W1T 3JH, UK Journal of Education Policy Publication details, including instructions for authors and subscription information: http://www.informaworld.com/smpp/title~content=t713693402 Neoliberalism, higher education and the knowledge economy: from the free market to knowledge capitalism Mark Olssena; Michael A. Petersb a University of Surrey, UK b University of Glasgow, UK To cite this Article Olssen, Mark and Peters, Michael A.(2005) 'Neoliberalism, higher education and the knowledge economy: from the free market to knowledge capitalism', Journal of Education Policy, 20: 3, 313 — 345 To link to this Article: DOI: 10.1080/02680930500108718 URL: http://dx.doi.org/10.1080/02680930500108718 PLEASE SCROLL DOWN FOR ARTICLE Full terms and conditions of use: http://www.informaworld.com/terms-and-conditions-of-access.pdf This article may be used for research, teaching and private study purposes. Any substantial or systematic reproduction, re-distribution, re-selling, loan or sub-licensing, systematic supply or distribution in any form to anyone is expressly forbidden. The publisher does not give any warranty express or implied or make any representation that the contents will be complete or accurate or up to date. The accuracy of any instructions, formulae and drug doses should be independently verified with primary sources. The publisher shall not be liable for any loss, actions, claims, proceedings, demand or costs or damages whatsoever or howsoever caused arising directly or indirectly in connection with or arising out of the use of this material. -
Economics 2 Professor Christina Romer Spring 2019 Professor David Romer LECTURE 16 TECHNOLOGICAL CHANGE and ECONOMIC GROWTH Ma
Economics 2 Professor Christina Romer Spring 2019 Professor David Romer LECTURE 16 TECHNOLOGICAL CHANGE AND ECONOMIC GROWTH March 19, 2019 I. OVERVIEW A. Two central topics of macroeconomics B. The key determinants of potential output C. The enormous variation in potential output per person across countries and over time D. Discussion of the paper by William Nordhaus II. THE AGGREGATE PRODUCTION FUNCTION A. Decomposition of Y*/POP into normal average labor productivity (Y*/N*) and the normal employment-to-population ratio (N*/POP) B. Determinants of average labor productivity: capital per worker and technology C. What we include in “capital” and “technology” III. EXPLAINING THE VARIATION IN THE LEVEL OF Y*/POP ACROSS COUNTRIES A. Limited contribution of N*/POP B. Crucial role of normal capital per worker (K*/N*) C. Crucial role of technology—especially institutions IV. DETERMINANTS OF ECONOMIC GROWTH A. Limited contribution of N*/POP B. Important, but limited contribution of K*/N* C. Crucial role of technological change V. HISTORICAL EVIDENCE OF TECHNOLOGICAL CHANGE A. New production techniques B. New goods C. Better institutions VI. SOURCES OF TECHNOLOGICAL PROGRESS A. Supply and demand diagram for invention B. Factors that could shift the demand and supply curves C. Does the market produce the efficient amount of invention? D. Policies to encourage technological progress Economics 2 Christina Romer Spring 2019 David Romer LECTURE 16 Technological Change and Economic Growth March 19, 2019 Announcements • Problem Set 4 is being handed out. • It is due at the beginning of lecture on Tuesday, April 2. • The ground rules are the same as on previous problem sets. -
Oecd Compendium of Productivity Indicators 2005
OECD COMPENDIUM OF PRODUCTIVITY INDICATORS 2005 ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT Pursuant to Article 1 of the Convention signed in Paris on 14th December 1960, and which came into force on 30th September 1961, the Organisation for Economic Co-operation and Development (OECD) shall promote policies designed: • To achieve the highest sustainable economic growth and employment and a rising standard of living in member countries, while maintaining financial stability, and thus to contribute to the development of the world economy. • To contribute to sound economic expansion in member as well as non-member countries in the process of economic development; and • To contribute to the expansion of world trade on a multilateral, non-discriminatory basis in accordance with international obligations. The original member countries of the OECD are Austria, Belgium, Canada, Denmark, France, Germany, Greece, Iceland, Ireland, Italy, Luxembourg, the Netherlands, Norway, Portugal, Spain, Sweden, Switzerland, Turkey, the United Kingdom and the United States. The following countries became members subsequently through accession at the dates indicated hereafter: Japan (28th April 1964), Finland (28th January 1969), Australia (7th June 1971), New Zealand (29th May 1973), Mexico (18th May 1994), the Czech Republic (21st December 1995), Hungary (7th May 1996), Poland (22nd November 1996), Korea (12th December 1996) and the Slovak Republic (14th December 2000). The Commission of the European Communities takes part in the work of the OECD (Article 13 of the OECD Convention). © OECD 2005 FOREWORD Over the past few years, productivity and economic growth have been an important focus of OECD work. -
East Asia in the Information Economy Opportunities and Challenges
East Asia in the Information Economy Opportunities and challenges Jamus Jerome Lim Jamus Jerome Lim is at the Regional Economic Studies Institute of Southeast Asian Studies, Pasir Panjang, Singapore. Keywords Information, Economy, East Asia, information revolution. The reality of the situation is likely to Information technology fall between the extremes of limitless opportunity and Abstract The Information Economy has captured the impossible challenges. This essay seeks to mop away imagination of all levels of society. Yet very often, analyses tend excessive hype and scepticism and to draw lessons from to reflect personal biases or propose incredulous scenarios. objective analysis, based on a multidisciplinary approach. This essay does not seek to rewrite old rules for a new economy; rather, it seeks to provide a balanced perspective on The information economy landscape in East opportunities and challenges facing East Asia, using a Asia multidisciplinary approach. It finds that although these countries The economies of East Asia are a unique as they are diverse. differ in their levels of development in the Information Economy, their prospects of growth depend on the policies that they They range from those seeking to pursue the siren song of choose to pursue. Deliberations on economic issues &such as development to those whose levels of development rival the the potential for productivity gains from ICT), political concerns very best in the world; from economies that have embraced &including the need to cope with changing government-people laissez-faire to those that are now in the throes of transition. dynamics), and social changes &such as the diminution of local In terms of their progress in embracing the Information cultures and the widening digital divide) often involve both costs Economy, however, the economies show a greater degree of as well as benefits.