simulation of ecb decisions and forecast of short term euro rate with an adaptive fuzzy expert system abstract the elaboration of optimal monetary policy strategies and the statistical estimation of monetary policy rules followed by european central bank ecb in the new currency area of the euro are difficult to follow with the standard statistical models for this reason we have developed an adaptive fuzzy expert system in order to mimic the framework on which the monetary policy strategy of the ecb is based the expert system knowledge base consists of a set of fuzzy and crisp rules located at two different hierarchical levels the high level of the system receives some intermediate output values from the low level and processes this information by means of a set of crisp rules the low level prepares these intermediate output values with the use of a fuzzy inference engine applied to economic input variables the use of an expert system allows for modelling the ecb behaviour with the use of wider scope of knowledge when compared with more traditional computational techniques rules at different hierarchical levels and at different intra level groups allow for managing the potentially contradictory structure of the ecb strategy the system has been tested on the economic and financial time series going from the january 1999 to september 2000 the system s correct prediction was estimated to overall 70 and considering the complexity of the task the results obtained are promising

international institutions and the volatility of international trade during the past half century states have established a large number of international trade institutions both multilateral and regional in scope the existing literature on this topic emphasizes that these agreements are chiefly designed to liberalize and increase the flow of overseas commerce yet such institutions have another function that has been largely ignored by researchers namely reducing volatility in trade policy and trade flows exposure to global markets increases the vulnerability of a country s output to terms of trade shocks governments seek to insulate their economies from such instability through membership in international trade institutions particularly the world trade organization wto and preferential trading arrangements ptas we hypothesize that these institutions reduce the volatility of overseas commerce we further hypothesize that because market actors prefer price stability trade institutions increase the volume of foreign commerce by reducing trade variability this article conducts the first large scale multivariate statistical tests of these two hypotheses using annual data on exports for all pairs of countries from 1951 through 2001 the tests provide strong support for our arguments ptas and the wto regime significantly reduce export volatility in so doing these institutions also increase export levels

stochastic modeling of financial electricity contracts abstract we discuss the modeling of electricity contracts traded in many deregulated power markets these forward futures type contracts deliver either physically or financially electricity over a specified time period and is frequently referred to as swaps since they in effect represent an exchange of fixed for floating electricity price we propose to use the heath jarrow morton approach to model swap prices since the notion of a spot price is not easily defined in these markets for general stochastic dynamical models we connect the spot price the instantaneous delivery forward price and the swap price and analyze two different ways to apply the heath jarrow morton approach to swap pricing either one specifies a dynamics for the non existing instantaneous delivery forwards and derives the implied swap dynamics or one models directly on the swaps the former is shown to lead to quite complicated stochastic models for the swap price even when the forward dynamics is simple the latter has some theoretical problems due to a no arbitrage condition that has to be satisfied for swaps with overlapping delivery periods to overcome this problem a practical modeling approach is analyzed the market is supposed only to consist of non overlapping swaps and these are modelled directly a thorough empirical study is performed using data collected from nord pool our investigations demonstrate that it is possible to state reasonable models for the swap price dynamics which is analytically tractable for risk management and option pricing purposes however this is an area of further research

beyond the hype intellectual property and the knowledge society knowledge economy this paper explores the debates surrounding whether or not we have now moved into a new knowledge economy andsor knowledge society and if so whether this shift is as significant and as far reaching as the industrial revolution in this possible transformation the place of information communications technologies has been crucial debate has occurred across both economics and sociology with differing emphases as is shown in the ranges of definitions that we review in the paper one consistent factor is the lack of clarity and consistency between them both within and across the disciplines in order to explore the issues that the debates raises in a more grounded way the paper explores them in relation to intellectual property ip and the intellectual commons in the process of innovation growth and economic development the paper is developed through an analysis first of the industrial revolution and the role within this of uncertainty technologies complementarities and elective affinities and the way ip was protected and controlled through patents secrecy being first to the market and copyright the second part of the paper examines definitions of the knowledge economy and society and the role within these of information communication technologies in order to explore whether the ways that ip is protected and controlled have changed in the debate about the knowledge economy and society the role of innovation via human capital with a greater reliance on intellectual capabilities has been emphasized the role of ip thus remains central but is now challenged by the rise of new forms of communication which make its protection harder and move much of the concern with respect to regulation to a global rather than national and local level copyright 2006 the authors journal compilation 2006 blackwell publishing ltd

reforming residential electricity tariff in china block tariffs pricing approach the chinese households that make up approximately a quarter of world households are facing a residential power tariff reform in which a rising block tariff structure will be implemented and this tariff mechanism is widely used around the world the basic principle of the structure is to assign a higher price for higher income consumers with low price elasticity of power demand to capture the non linear effects of price and income on elasticities we set up a translog demand model the empirical findings indicate that the higher income consumers are less sensitive than those with lower income to price changes we further put forward three proposals of chinese residential electricity tariffs compared to a flat tariff the reasonable block tariff structure generates more efficient allocation of cross subsidies better incentives for raising the efficiency of electricity usage and reducing emissions from power generation which also supports the living standards of low income households

trade openness investment instability and terms of trade volatility abstract in the presence of economies of scale in the investment technology trade openness may have non conventional effects on the level of investment its cyclical behavior and the volatility of the terms of trade trade openness may lead to boom bust cycles of investment supported by self fulfilling expectations the economy may oscillate between optimistic expectations good terms of trade and investment boom to pessimistic expectations bad terms of trade and investment bust we also suggest that the likelihood of such oscillations is higher for developing than for developed economies because the former may typically incur higher setup costs of investment this phenomenon may help to explain the excessive volatility of the terms of trade of developing countries relative to industrial countries

the discrete charm of the bourgeoisie quantum and continuous perspectives on innovation and growth this paper discusses the relative merits of discrete versus continuous perspectives on innovation technical change and economic growth it discusses the innovation time series literature in some detail to extract the continuous and clustering properties of the historical record on innovation it then proposes a mosaic avalanche model based on percolation theory and self organized criticality to address this question

total factor productivity and the measurement of technological change tfp is interpreted in the literature in different mutually contradictory ways changes in tfp are shown to measure not technological change only the super normal returns to investing in such change returns that exceed the full opportunity cost of the activity thus in the limit technological change can proceed with unchanged tfp measuring the effects of technological change instead requires counterfactual estimates reasons why changes in tfp are imperfect measures of super normal returns are also studied reasons connected with the timing of output responses the treatment of r d in the national accounts the omission of resource inputs and two types of aggregation la productivite totale des facteurs et la mesure du changement technologique la productivite totale des facteurs ptf est interpretee dans la litterature de manieres differentes et mutuellement contradictoires on montre que les changements dans la ptf ne mesurent pas le changement technologique mais seulement les rendements supra normaux sur les investissements dans de tels changements des rendements qui depassent le plein cout d opportunite de cette activite donc a la limite le changement technologique peut proceder sans que la ptf change mesurer les effets du changement technique reclame des evaluations d hypotheses de rechange les raisons pour lesquelles les changements dans la ptf sont des mesures imparfaites des rendements supra normaux sont aussi etudiees raisons connectees avec la reponse des niveaux de production le traitement de la r d dans les comptes nationaux l omission des intrants de ressources et deux types d agregation

technical efficiency and impacts of deregulation an analysis of three functions in u s electric power utilities during the period from 1992 through 2000 the main purpose of this study is to examine the impacts of deregulation on technical efficiency and its changes over time for large scale u s electric power utilities during the period from 1992 through 2000 we analyze the efficiency of three individual functions i e generation transmission distribution and general administration and the deregulatory impacts on each of them in order to implement the analysis we estimate an input distance function by using a stochastic frontier analysis the results indicate that there is a significant impact of deregulation on efficiency in the generation and general administration functions while no effects are observed in the transmission distribution function

the impact of high tech capital on productivity evidence from australia i introduction the bulk of the empirical research on the relationship between high tech capital investment and productivity has been based on data for the united states given the relatively large size of the high tech capital sector in the u s economy it is likely that the united states is a special case most economies resemble australia s in being net importers of high tech capital not producing high tech capital was often cited as a weakness in these economies relative to the united states however since the end of the late 1990s tech boom there has been a reappraisal of whether the production or the use of high tech capital is most beneficial hence to shed light on this debate the main purpose of this paper is to empirically examine the relationship between high tech capital use and the multifactor productivity mfp of 10 industries in the australian market sector using annual data for 1966 2002 alternative specifications of production functions are considered and estimated alternative measures of high tech capital are included with combinations of computers software and electronics capital in the first production function high tech capital is allowed to be more or less productive than other capital to determine whether there is a relationship between high tech capital and mfp it is also possible to test whether there are excess returns to high tech capital for robustness testing purposes a second production function is specified with high tech capital as a separate input into production other potential sources of mfp growth such as public capital research and development stocks and microeconomic reform are also included in the production functions we find evidence of a positive relationship between high tech capital and mfp in the market sector there is less evidence however of excess returns to high tech capital which suggests that current investment levels are not inadequate the results by industry suggest that the benefits of investing in high tech capital are not distributed evenly across the economy with only some industries experiencing a positive relationship between high tech capital and mfp the structure of this article is as follows in section ii the theoretical contribution of high tech capital to mfp and the evidence to date is reviewed in section iii the methodology is outlined in section iv data sources and trends are described in section v the results are presented and interpreted and section vi concludes ii the impact of high tech capital on output and productivity the theory and evidence the impact of investment in high tech capital has been the subject of debate between new economy sceptics and optimists for several years it is widely accepted that mfp has increased substantially in u s high tech producing industries in which the rate of technological change has been phenomenal over the past 40 years several publications have found a quantifiable contribution by computer producing industries to u s output growth 1 however australia is not generally regarded as a producer of computers data from the organisation for economic co operation and development oecd 1998 indicate that the high tech share of australian manufacturing value added was 4 5 in 1995 compared to 15 8 in the united states therefore the substantial u s economy wide mfp improvements specifically associated with its computer producing industry are unlikely to be replicated in the australian economy over the past 30 years there has been rapid accumulation of high tech capital in many countries australia was the third most intensive user of high tech capital in the oecd in 1995 behind the united states and new zealand simon and wardrop 2002 find that this rapid accumulation of high tech capital may have substantially contributed to australia s economic growth during the 1990s this accumulation has been driven by technological change in high tech producing industries lowering the price of high tech capital

do we have a new e conomy used properly the term new e conomy is warranted since 1995 there has been a wave of innovation associated with both the production and use of information technology that has been translated into improved us economic performance in particular there has been a substantial acceleration in trend total factor productivity growth most of this acceleration actually took place outside of the computer sector almost none of the acceleration was cyclical there is now clear supportive evidence of an acceleration of productivity in service industries that are major purchasers of information technology such as finance and wholesale and retail trade these gains reflect not only increased investment in information technology but also complementary innovations in business organization and policy to be sure as evidenced by recent financial market volatility there have been speculative excesses but these should not obscure the fundamental gains that have been made this abstract was borrowed from another version of this item

information decisions and productivity on board computers and capacity utilization in trucking productivity reflects not only how efficiently inputs are transformed into outputs but also how well information is applied to resource allocation decisions this paper examines how information technology has affected capacity utilization in the trucking industry estimates for 1997 indicate that advanced on board computers obcs have increased capacity utilization among adopting trucks by 13 percent these increases are higher than for 1992 suggesting lags in the returns to adoption and are highly skewed across hauls the 1997 estimates imply that obcs have enabled 3 percent higher capacity utilization in the industry which translates to billions of dollars of annual benefits jel d24 l92 o33 o47

the time varying nairu and its implications for economic policy the nairu the unemployment rate consistent with a constant rate of inflation is estimated in this paper as a parameter allowed to vary over time value is determined in an econometric model where the inflation rate depends on its past values demand and supply shocks the nairu estimated for the gdp deflator varies over the past forty years within 5 4 to 6 5 percent its estimated value for the most recent quarter 1996 q2 is 5 6 percent the nairu has declined in recent years in response to global competition immigration other factors weakening labor s bargaining position and the rapidly declining prices of computers and other electronics

u s economic growth since 1870 one big wave it is now 25 years since the growth rate of labor productivity and of multi factor productivity mfp decelerated sharply both in the united states and in most other industrialized nations this productivity slowdown has eluded many attempts to provide single cause explanations slow productivity growth in the past 25 years echoes slow productivity growth in the late 19th century perhaps both were normal and what needs to be explained is not the post 1972 slowdown but rather the post1913 speedup that ushered in the glorious 60 years between world war i and the early 1970 s in which u s productivity growth was much faster than before or after this paper makes a sharp distinction between mfp growth calculated from inputs that combine simple measures of labor hours and the capital stock and growth based on measures that adjust for the changing composition of labor and capital the first step toward an understanding of long term trends is to compare like with like splicing mfp data based on unadjusted inputs prior to 1950 with post1950 data based also on unadjusted inputs as contrasted to the composition adjusted inputs that are now desirably incorporated into our official mfp measures the mfp record prior to 1929 still rests largely on the monumental work of john kendrick 1961 which however is based almost entirely on input quantities that lack any adjustment for changes in composition edward denison 1962 1985 and zvi griliches 1960 pioneered the development of composition adjustments for labor input dale jorgenson and zvi griliches 1967 introduced a framework that treats the problem of composition adjustment in both labor and

cyclical productivity in europe and the united states evaluating the evidence on returns to scale and input utilization this paper studies procyclical productivity growth at the industry level in the united states and three european countries france germany and the netherlands industry specific demand side instruments are used to examine the prevalence of non constant returns to scale and unmeasured input utilization for the aggregate us economy unmeasured input utilization seems to explain procyclical productivity however this correction still leaves one in three us industries with procyclical productivity this failure of the model can also be seen in europe and is mostly concentrated in services industries

government size government debt and globalization this article empirically investigates the effect of globalization on government size and debt using panel heterogeneous cointegration techniques to a panel of developing and developed countries i

inflation targeting as a monetary policy rule the purpose of the paper is to survey and discuss in ation targeting in the context of monetary policy rules the paper provides a general conceptual discussion of monetary policy rules attempts to clarify the essential characteristics of in ation targeting compares in ation targeting to other monetary policy rules and draws some conclusions for the monetary policy of the european system of central banks jel classi cation e42 e52

the solow productivity paradox what do computers do to productivity 1 you don t see computers everywhere in a meaningful economic sense computers and information processing equipment are a relatively small share of gdp and of the capital stock 2 you only thinkyou see computers everywhere government hedonic price indexes for computers fall too fast according to this position and therefore measured real computer output growth is also too fast 3 you may not see computers everywhere but in the industrial sectors where you most see them output is poorly measured examples are finance and insurance which are heavy users of information technology and where even the concept of output is poorly specified 4 whether or not you see computers everywhere some of what they do is not counted in economic statistics examples are consumption on the job convenience better user interface and so forth 5 you don t see computers in the productivity statistics yet but wait a bit and you will this is the analogy with the diffusion of electricity the idea that the productivity implications of a new technology are only visible witlh a long lag 6 you see computers everywhere but in the productivity statistics because computers are not as productive as you think here there are many anecdotes such as failed computer system design projects but there are also assertions from computer science that computer and software design has taken a wrong turn 7 there is no paradox some economists are counting innovations and new products on an arithmetic scale when they should count on a logarithmic scale

inflation forecast targeting implementing and monitoring inflation targets abstract inflation targeting is shown to imply inflation forecast targeting the central bank s inflation forecast becomes an explicit intermediate target inflation forecast targeting simplifies both implementation and monitoring of monetary policy the weight on output stabilization determines how quickly the inflation forecast is adjusted towards the inflation target money growth or exchange rate targeting is generally inferior than inflation targeting and leads to higher inflation variability commitment to target rules may be better than commitment to instrument rules

what does the bundesbank target abstract although its primary ultimate objective is price stability the bundesbank has drawn a distinction between its money focused strategy and the inflation targeting approach recently adopted by a number of central banks we show that holding constant the current forecast of inflation german monetary policy responds very little to changes in forecasted money growth we conclude that the bundesbank is much better described as an inflation targeter than as a money targeter an additional contribution of the paper is to apply the structural var methods of b bernanke and i mihov measuring monetary policy working paper no 5145 national bureau of economic research cambridge ma june 1995 to determine the optimal indicator of german monetary policy we find that the lombard rate has historically been a good policy indicator although the use of the call rate as an indicator cannot be statistically rejected

the growth of network computing quality adjusted price changes for network servers in this paper we investigate the evolution of quality adjusted prices for servers motivated by two facts first the productivity acceleration in the us economy since the mid 1990s is closely linked to spread of information technology of which networked computing is a large component second the growth of network computing itself has been fostered by the rapid growth in the quality and quantity of the network server market like pakes 2003 analysis of the pc market we show that our preferred version of the hedonic price index complete hybrid fell much more rapidly than the standard matched model price index the hedonic index fell on average by about 30 per annum compared to 17 p a for the matched model this difference is mainly due to the selection bias in the standard matched model price index due to the exit of obsolete models which would have had the fastest price falls

photovoltaic power stations in germany and the united states a comparative study by data envelopment analysis abstract this study compares photovoltaic pv power stations between germany and the united states to examine which country more efficiently provides renewable energy in their usages for the comparative analysis this study utilizes data envelopment analysis dea as a methodology to evaluate the performance of pv power stations from the perspective of both solar and land usages a total of one hundred sixty pv power stations eighty in germany and eighty in the united states are used for this comparison the demand for sustainable energy and energy security has been rapidly increasing over the past decade because of concerns about environment and limited resources pv solutions are one of many renewable technologies that are being developed to satisfy a recent demand of electricity germany is the world s top installer and consumer of pv power and the united states is one of the top five nations germany leads the way in installed pv capacity even though the nation has less solar resources and land area due to limited solar resources low insolation and sunshine and land area the united states should have a clear advantage over germany however the empirical result of this study exhibits that pv power stations in germany operate more efficiently than those of the united states even if the latter has many solar and land advantages the surprising result indicates that the united states has room for improvement when it comes to utilizing solar and land resources and needs to reform the solar policy for such a purpose feed in tariff fit may be an effective energy policy at the state level in the united states because the fit provides investors such as utility companies and other types of energy firms with financial incentives to develop large pv power stations and generation facilities for other renewable energy it may be true that the fit is a powerful policy tool to promote pv and other renewable installation and support a reduction of an amount of greenhouse gases however the fit poses a large financial burden to consumers with a massive increase in renewable energy installation like in germany and spain therefore it is necessary for the united states to consider how to align a policy with a speed of technology innovation to balance between the benefit and the cost derived from the policy implementation on renewable energy in addition this study discusses policy issues regarding cost allocation due to fit among stakeholders related to the electric power industry at the end this study proposes a new type of wholesale electricity market that provides simultaneous trading on electricity and greenhouse gas emissions by fully utilizing modern computer science technology that exists in universities and national laboratories of the united states

can agent based models forecast spot prices in electricity markets evidence from the new zealand electricity market modelling price formation in electricity markets is a notoriously difficult process due to physical constraints on electricity generation and flow this difficulty has inspired the recent development of bottom up agent based models of electricity markets while these have proven quite successful in small models few authors have attempted any validation of their model against real world data in a more realistic model in this paper we take one of the most promising algorithms the modified roth and erev algorithm and apply it to a 19 node simplification of the new zealand electricity market once key variables such as water storage are accounted for we show that our model can mimic short run weekly electricity prices at these 19 key nodes quite closely 3

paradox lost firm level evidence on the returns to information systems spending the productivity paradox of information systems is is that despite enormous improvements in the underlying technology the benefits of is spending have not been found in aggregate output statistics one explanation is that is spending may lead to increases in product quality or variety which tend to be overlooked in the aggregate statistics even if they increase output at the firm level furthermore the restructuring and cost cutting that are often necessary to realize the potential benefits of is have only recently been undertaken in many firms our study uses new firm level data on several components of is spending for 1987 1991 the dataset includes 367 large firms which generated approximately 1 8 trillion dollars in output in 1991 we supplemented the is data with data on other inputs output and price deflators from other sources as a result we could assess several econometric models of the contribution of is to firm level productivity our results indicate that is spending has made a substantial and statistically significant contribution to firm output we find that the gross marginal product mp for computer capital averaged 81 for the firms in our sample we find that the mp for computer capital is at least as large as the marginal product of other types of capital investment and that dollar for dollar is labor spending generates at least as much output as spending on non is labor and expenses because the models we applied were similar to those that have been previously used to assess the contribution of is and other factors of production we attribute the different results to the fact that our data set is more current and larger than others explored we conclude that the productivity paradox disappeared by 1991 at least in our sample of firms

information technology and the changing workplace in canada firm level evidence recent advances in information and communication technology ict have had dramatic effects on both individual and workplace performance use of computers and the internet as general purpose technologies has spread rapidly across all sectors of the economy transforming business organization increasing competition and fostering innovation understanding the influence of ict on the dynamics of the workplace requires information on both demand and supply sides of the labor market but it is only recently that the study of both sides of the market has become feasible using linked employer employee data in this article we investigate the effects of new technology on firm productivity using the rich canadian workplace and employee survey for the period 1999 2003 we apply a mixed regression model which includes both firm and employee characteristics as well as their interactions with computer use our model allows us to control for unobserved heterogeneity at higher levels along many dimensions our findings indicate that computer use by employees has a positive and significant effect on the productivity of firms that the effect has not lost its momentum and that spillover effects are not significant moreover human capital enhances the effect of computer use on productivity but organizational changes do not interact with computer use in our sample period copyright 2011 the author 2011 published by oxford university press on behalf of associazione icc all rights reserved oxford university press

distinguished lecture on economics in government what central bankers could learn from academics and vice versa academic writing about monetary policy has been useful to practical central bankers but more of certain aspects of the economists way of thinking could profitably be imported on the other hand academics could improve their analysis and make it more useful to policymakers if they would pay more attention to certain real world aspects of monetary policy the author draws on his experience at the federal reserve board to point out a number of specific lessons for each side

the dynamo and the computer an historical perspective on the modern productivity paradox the dynamo and the computer an historical perspective on the modern productivity paradox author s paul a david source the american economic review vol 80 no 2 papers and proceedings of the hundred and second annual meeting of the american economic association may 1990 pp 355 361 published by american economic association stable url http www jstor org stable 2006600 accessed 08 12 2010 01 40

artificial power markets and unintended consequences administrative pricing rules that try to mimic economic equilibria often fail to capture the complexity of real markets and in that failure can distort incentives as much as or more than cost based pricing in this paper the authors provide three examples of the failure of administrative mechanisms meant to mimic a market two of those examples are very relevant to current debates over industry restructuring in each case the pricing rule fails to maximize social welfare even though in the last two examples production cost is minimized

output gaps and monetary policy in the emu area abstract several considerations suggest that the ecb may respond to emu wide output gaps in setting policy estimated reaction functions indicate that central banks respond to output gaps a taylor rule in which the central bank responds to inflation and the gap accounts for recent movements in interest rates in the emu area and optimal control exercises conducted in estimated econometric models suggest that reacting to the gap may be optimal even if the central bank cares solely about inflation in this paper we obtain point estimates with associated confidence bands of the emu wide output gap using uc models

environmental assessment by dea radial measurement u s coal fired power plants in iso independent system operator and rto regional transmission organization abstract the economic concept of weak and strong disposability on undesirable outputs dominated the previous discussions on dea data envelopment analysis radial measurement for environmental assessment this study reexamines the economic concept from the perspective of corporate strategies on how to adapt a regulation change on undesirable outputs the economic concept of disposability conventionally accepted by production economists is replaced by natural and managerial disposability in this study the natural disposability implies an environmental strategy that a firm attempts to decrease an input vector to reduce a vector of undesirable outputs given the decreased input vector the firm attempts to increase a vector of desirable outputs as much as possible this type of strategy indicates negative adaptation meanwhile the managerial disposability indicates an opposite strategy by increasing the input vector this disposability expresses an environmental strategy by which a firm considers a regulation change on undesirable outputs as a new business opportunity a firm attempts to improve its unified operational and environmental performance by utilizing new technology and or new management the strategy indicates positive adaptation considering the two types of disposability this study discusses how to measure unified efficiency under natural and managerial disposability by dea radial models to document the practicality of the proposed dea environmental assessment this study applies it to compare the performance of u s coal fired power plants under isos rtos independent system operators regional transmission organizations with that of the other power plants not belonging to any organization this study identifies two empirical findings one of the two findings is that the latter coal fired power plants outperform the former power plants belonging to isos rtos in terms of three efficiency measures this result indicates that isos and rtos do not provide an effective coordination for coal fired power plants at the level that can be found in the other power plants the other finding is that there is technological improvement in the operation of coal fired power plants

projecting the economic impact of the internet in this paper we analyze the impact of the internet on the performance of the economy and the standard of living of average americans our analyses illustrate that even though the stock market s speculative bubble has burst the internet will continue to have a significant impact on old economy industries and as a result generate real benefits for the overall economy this abstract was borrowed from another version of this item

consumer choice on ecologically efficient water heaters marketing strategy and policy implications in japan abstract this study examines how consumers select ecologically efficient water heaters in japan energy conservation in household water heating is increasingly important for reducing an amount of co 2 emission because the share of water heating in household energy consumption is approximately 30 recently japanese households have widely used ecologically efficient electric heat pump water heaters eco cute or gas fired water heaters eco jozu the total number of such efficient water heaters sold in japan was more than 2 5 million at the end of 2008 this study investigates various factors and impacts of marketing strategy for promoting the appliances in japan we apply mixed and nested logit models to a disaggregated choice data on water heaters from 2004 to 2008 this study considers retail energy prices a government financial support and marketing activities as important factors for appliance selection in addition we consider consumers housing attributes such as floor space and age of building this empirical study finds two business implications one of the two implications is that an increase in an energy price may enhance a choice probability of eco cute and eco jozu because a price increase invites consumer s consciousness on energy conservation so that a cost reduction on energy consumption becomes essential in a use of the efficient appliances the other implication is that marketing activities especially by recommendations from sales representatives and or housing suppliers are important for consumer behaviors the other important findings are discussed in this study this business experience in japan is useful to the other countries where ecologically efficient water heaters are not popular at the current moment

computers obsolescence and productivity this paper develops a new technique for measuring the effect of computer usage on u s productivity growth standard national income and product accounts nipa measures of the computer capital stock which are constructed by weighting past investments according to a schedule for economic depreciation the rate at which capital loses value as it ages are shown to be inappropriate for growth accounting because they do not capture the effect of a unit of computer capital on productivity this is due to technological obsolescence machines that are still productive are retired because they are no longer near the technological frontier and anticipation of retirement affects economic depreciation using a model that incorporates obsolescence alternative stocks are developed that imply a larger computer usage effect this effect together with the direct effect of increased productivity in the computer producing sector accounted for the improvement in u s productivity growth over 1996 1998 relative to the

computers productivity and input substitution i introduction the last two decades has been a puzzling time for many productivity analysts while computer prices fell at extraordinary rates and firms invested hundreds of billions of dollars in new computer equipment aggregate productivity growth remained sluggish this computer productivity paradox has generated a large literature that examines the economic impact of the computer revolution 1 this paper offers a simple solution to the computer productivity paradox by making careful distinction between computers as an output from one sector and an input to other sectors data for 35 manufacturing and service sectors for 1947 1991 show that sectoral differences are crucial in understanding the impact of computers aggregate analysis is inappropriate since it obscures basic distinctions between a shifting production function in the computer producing sector multi factor productivity growth and movements along production functions in the computer using sectors substitution and capital accumulation once these differences are isolated the growth impact of computers is readily observable the computer producing sector experienced fundamental technological progress and now produces cheaper better computers the sectoral data show this as rapid multi factor productivity mfp growth for 1973 1991 although aggregate mfp growth remains below historic averages the computer producing sector has clearly done its part mfp growth in this sector is many times the economy average and has contributed over one third of aggregate mfp growth for 19811991 the sectoral detail shows that the slowdown in aggregate productivity would have been much more severe were it not for such large mfp gains in the computer producing sector for the other sectors of the economy computers affect growth in a more traditional although less glamorous way when the price of real computing power fell so dramatically in the 1970s and 1980s firms responded by substituting away from relatively expensive labor and non computer capital and investing heavily in cheap computers for these sectors the computer revolution affects output growth not by raising mfp but by inducing firms to accumulate computers at extraordinary rates real computer services for example grew in excess of 20 per year in 14 out of 35 sectors for 1973 1991 although virtually all sectors are rapidly accumulating computer equipment computers remain small in levels in 1991 for example computer investment was only 10 of private fixed investment so the growth contribution of computers remains small relative to sectoral aggregates of labor and non computer capital the rapid rates of accumulation however are clearly making computers a more important source of growth across sectors with this heavy investment also came the wide spread expectation that computers would fundamentally alter the way firms operate and lead to higher mfp the reality has been very different as the most computer intensive sectors show steep declines in mfp growth after 1973 with three quarters of all computers concentrated in three service sectors trade fire and other services however this finding must be interpreted with caution as griliches 1994 notes output in these sectors is largely unmeasurable and thus mfp growth will be understated nonetheless it is quite reasonable that even computer using sectors where output is easier to measure show no mfp gains computer investment creates a capital input that enters the production function like any other purchased input since constant quality deflators embody productivity improvements in investment the direct impact is seen through the rapid capital accumulation only if the adoption of computers leads to production externalities or spillovers would computer investment also increase mfp growth the data however show no evidence of this ii computers and growth the national statistics most clearly show the computer revolution in the investment data

inflation zone targeting abstract we study optimal monetary policy design in a simple model that deviates from the linear quadratic paradigm and provides a rationale for the practice of inflation zone targeting we show that the presence of either zone quadratic preferences or a zone linear relationship between inflation and economic activity provides strong incentives to deviate from conventional linear policies we calibrate the model based on parameters for the united states and the euro area and employ a numerical dynamic programming algorithm to derive the optimal policies with this algorithm we examine the role of uncertainty model structure and relative preference towards economic stability in determining the width of the implied targeted inflation zone

the robustness and efficiency of monetary policy rules as guidelines for interest rate setting by the european central bank abstract this paper examines the implications of recent research on monetary policy rules for practical monetary policy making with special emphasis on strategies for setting interest rates by the european central bank ecb the paper draws on recent research and new simulations of a large open economy model to assess the efficiency of a simple benchmark rule in comparison with other proposed rules further it stresses new results on the robustness of monetary policy rules in which each rule that is optimal or good according to one model or researcher is tested for robustness by other researchers using different models because of the large increase in the number of economists focussing on econometric evaluation of monetary policy rules for the interest rate instrument and because of the parallel increase in the variety of models being developed for this purpose much more evidence is becoming available on the robustness of simple monetary policy rules for the interest rate than ever before

does the new economy measure up to the great inventions of the past abstract during the four years 1995 99 u s productivity growth experienced a strong revival and achieved growth rates exceeding that of the golden age of 1913 72 accordingly many observers have declared the new economy to be an industrial revolution even more important than the second industrial revolution of 1860 1900 which made the golden age of productivity growth possible this paper dissects the recent productivity revival subtracts out a cyclical component and concludes that there is no revival of the productivity growth trend in the 88 percent of the private economy lying outside of the durables manufacturing sector the paper explains this surprising finding by pointing to limitations in computers and the internet in comparison with the great inventions of the past

the terms of trade the real exchange rate and economic fluctuations this paper examines the relationship between terms of trade and business cycles using a three sector intertemporal equilibrium model and a large multicountry database results show that terms of trade shocks account for nearly one half of actual gdp variability the model explains weak correlations between net exports and terms of trade the harberger laursen and metzler effect and produces large and weakly correlated deviations from purchasing power parity and real interest rate parity terms of trade shocks cause real appreciations and positive interest differentials although productivity shocks have opposite effects the puzzle that welfare gains of international asset trading are negligible is left unresolved copyright 1995 by economics department of the university of pennsylvania and the osaka university institute of social and economic research association

tools or toys the impact of high technology on scholarly productivity i introduction and motivation in the past several decades investment that makes communication easier has increased rapidly in the united states and other developed economies since the mid 1980s a combination of technical change and deregulation has also reduced long distance telephone rates in the united states by 50 reported by allen 1995 pitney bowes 1997 reported that fax usage increased by 20 between 1996 and 1997 alone and electronic mail e mail unknown before 1985 is ubiquitous today popular discussion of a wide range of additional examples of rapidly declining prices and explosive growth of the use of telecommunications is provided by cairncross 1997 attempts to measure the impact on aggregate total factor and labor productivity of these supposedly productivity enhancing investments in broad reaching technical improvements such as computing machinery and communications equipment have not met with great success as in morrison 1997 but see greenan and mairesse 1996 1 an alternative to measuring effects on the broader economy is to measure the impact of generalized technical change on productivity in specific activities observed at the micro level an earlier literature including griliches 1958 and trajtenberg 1989 has clearly traced the effect of specific innovations in raising productivity in specific sectors of the economy this article expands on that tradition by trying to identify the effect of the recent broad revolution in communications on one activity scholarly publishing we propose studying scholarly publishing before and after technical change greatly lowered communication costs we examine in particular whether increasing ease of communication has altered scholars choices about their methods of production and whether those methods yielded changes in the productivity of scholarly activity that are consistent with increasing access to new communications technologies 2 in section ii we discuss a model of the production process in scholarly writing in relation to the cost of communications in section iii we describe the unique data set we assembled to examine the relation between technical change and scholarly productivity section iv presents the results of using these data to test the hypotheses that we develop and section v compares coauthored to solo authored studies and provides a suggestion for the increased prevalence of the former section vi offers a consistent explanation for most of the results ii a model of scholarly production the example that we use in this study of the impact of technology is the nature and outcomes of the choices of co workers by authors of scholarly publications in economics the importance of team research has been stressed by a number of authors studying the economics of innovation including dasgupta 1988 who also presents a research summary so that our specific example has broader implications for the study of technical change has the decline in the cost of communication altered scholars choices in a way consistent with these technologies increasing scholarly productivity in examining scholarly productivity we focus on research output in particular we view scholars as having three production choices 1 work solo s 2 work with close by coauthor s c or 3 work with distant coauthor s d in the model in this section the scholar is assumed to choose a production technology that maximizes his or her scholarly productivity measured as the quality of the article produced in section vi we a dopt an alternative characterization of a scholar s choices we assume that the scholar has a wide range of potential research activities to choose among and has perfect knowledge of the productivity p valued in dollars of all potential matches s c sub i member of c and d sub i member of d 3 each match generates one solo equivalent article per period

market structure and the stability and volatility of electricity prices by using a novel approach in this paper 2 analysis we have found that electricity prices most of the time have increased in stability and decreased in volatility when the nordic power market has expanded and the degree of competition has increased that electricity prices at nord pool have been generated by a stochastic dynamic system that most often has become more stable during the step wise integration of the nordic power market means that this market is less sensitive to shocks after the

recent trends and structural breaks in us and eu15 labour productivity growth this article examines shifts in labour productivity growth in the us and in europe between 1970 and 2007 based on econometric tests of structural breaks additionally it makes use of time series based projections of labour productivity growth up to 2009 in order to detect breaks depending on confidence intervals of the projections the identification of structural breaks in the us labour productivity growth is far from obvious a statistically significant break is found in the late 1990s only if at least the 97 5th percentile of forecasts materializes in the future which means that despite a clear pick up in productivity growth in the second half of the 1990s the size of the hump is not large enough compared with past variations to make this change a statistically significant break however a significant break point is detected in the mid 1990s for the difference in labour productivity growth between the us and the eu15 even when controlling for the convergence of europe towards the us productivity l

multiple zone power forwards a value at risk framework over the 1990s deregulated power markets in new england provided zones with fluctuating spot prices such prices have a notoriously high volatility owing to the difficulty of storing electrical energy and the delays needed to adjust generation levels in this context forward contracts have become increasingly popular and understanding their dynamic is a problem facing many market players this paper proposes a parsimonious parametric model based on the price series of all n month forward contracts n 1 2 3 encompassing multiple zones the model is then used for value at risk forecasts which are backtested and compared with the ones in use by the risk management unit of an important electricity producer extensions to include natural gas and power relevant oil based future markets are discussed

energy clearing price prediction and confidence interval estimation with cascaded neural networks the energy market clearing prices mcps in deregulated power markets are volatile good mcp prediction and its confidence interval estimation will help utilities and independent power producers submit effective bids with low risks mcp prediction however is difficult since bidding strategies used by participants are complicated and various uncertainties interact in an intricate way furthermore mcp predictors usually have a cascaded structure as several key input factors need to be predicted first cascaded structures are widely used however they have not been adequately investigated this paper analyzes the uncertainties involved in a cascaded neural network nn structure for mcp prediction and develops the prediction distribution under the bayesian framework a computationally efficient algorithm to evaluate the confidence intervals by using the memoryless quasi newton method is also developed testing results on a classroom problem and on new england mcp prediction show that the method is computationally efficient and provides accurate prediction and confidence coverage the scheme is generic and can be applied to various networks such as multilayer perceptrons and radial basis function networks

an agent based approach with collaboration among agents estimation of wholesale electricity price on pjm and artificial data generated by a mean reverting model abstract this study examines the performance of mais multi agent intelligent simulator equipped with various learning capabilities in addition to the learning capabilities the proposed mais incorporates collaboration among agents the proposed mais is applied to estimate a dynamic change of wholesale electricity price in pjm pennsylvania new jersey mainland and an artificial data set generated by a mean reverting model using such different types of data sets the methodological validity of mais is confirmed by comparing it with other well known alternatives in computer science this study finds that the mais needs to incorporate both the mean reverting model and the collaboration behavior among agents in order to enhance its estimation capability the mais discussed in this study will provide research on energy economics with a new numerical capability that can investigate a dynamic change of not only wholesale electricity price but also speculation and learning process of traders

computing productivity firm level evidence we explore the effect of computerization on productivity and output growth using data from 527 large us firms over 1987 1994 we find that computerization makes a contribution to measured productivity and output growth in the short term using one year differences that is consistent with normal returns to computer investments however the productivity and output contributions associated with computerization are up to five times greater over long periods using five to seven year differences the results suggest that the observed contribution of computerization is accompanied by relatively large and time consuming investments in complementary inputs such as organizational capital that may be omitted in conventional calculations of productivity the large long run contribution of computers and their associated complements that we uncover may partially explain the subsequent investment surge in computers in the late 1990s

the nairu unemployment and monetary policy this paper examines the precision of conventional estimates of the nairu and the role of the nairu and unemployment in forecasting inflation the authors find that although there is a clear empirical phillips relation the nairu is imprecisely estimated forecasts of inflation are insensitive to the nairu and there are other leading indicators of inflation that are at least as good as unemployment this suggests deemphasizing the nairu in public discourse about monetary policy and instead drawing on a richer variety of leading indicators of inflation

day ahead electricity price forecasting using the wavelet transform and arima models this paper proposes a novel technique to forecast day ahead electricity prices based on the wavelet transform and arima models the historical and usually ill behaved price series is decomposed using the wavelet transform in a set of better behaved constitutive series then the future values of these constitutive series are forecast using properly fitted arima models in turn the arima forecasts allow through the inverse wavelet transform reconstructing the future behavior of the price series and therefore to forecast prices results from the electricity market of mainland spain in year 2002 are reported