decoupling of industrial energy consumption and co2 emissions in energy intensive industries in scandinavia as methodology the ex post analysis deserves more attention as a device to calibrate energy sector models this paper studies the impact of energy prices and taxes on energy efficiency and carbon emissions of ten industrial sectors in the three scandinavian countries a database with sector specific energy prices and taxes has been established which allows the analysis to take various price reductions and tax exemptions better into account a translog factor demand system estimation for a cross industry pooled model is explored and fixed effects across industries and time is estimated the findings here confirm recent analyses which indicate higher long term elasicities for industries than normally assumed in scandinavian energy sector models with the observations on differences in energy intensities among sectors and countries the findings allow for some optimism as to the opportunities for further decoupling between trends in gross value added carbon emissions and energy consumption

sustainable de growth mapping the context criticisms and future prospects of an emergent paradigm article i nfo sustainable de growth is both a concept and a social grassroots northern movement with its origins in the fieldsofecologicaleconomics socialecology economicanthropologyand environmentalandsocialactivistgroups this paper introduces the concept of sustainable de growth by mapping some of the main intellectual influences fromthese fields with special focus on the francophone and anglophone thinking about this emergent notion we propose hypotheses pertaining to the appeal of sustainable de growth and compare it to the messages enclosed within the dominant sustainable development idea we scrutinize the theses contradictions and consequences of sustainable de growth thinking as it is currently being shaped by a heterogeneous body of literature and as it interacts with an ample and growing corpus of social movements we also discuss possible future paths for the de growth movement compared to the apparent weakening of the sustainable development paradigm

a cost malmquist productivity index capturing group performance this paper develops an index for comparing the productivity of groups of operating units in cost terms when input prices are available in that sense it represents an extension of a similar index available in the literature for comparing groups of units in terms of technical productivity in the absence of input prices the index is decomposed to reveal the origins of differences in performance of the groups of units both in terms of technical and cost productivity the index and its decomposition are of value in contexts where the need arises to compare units which perform the same function but they can be grouped by virtue of the fact that they operate in different contexts as might for example arise in comparisons of water or gas transmission companies operating in different countries

does economic recession reduce material use empirical evidence based on 157 economies worldwide abstract the research on economic recession has been more focused on the interactions between macroeconomic and financial variables however whether material use has been affected during the recession period has remained under explored in order to fill up this gap this study investigates the relationship between material use and economic recession as well as other socio economic drivers by using the material flow analysis and the system generalized method of moments for 157 economies worldwide during 1980 2011 results show that economic recession poses significant and negative impact on domestic material consumption at 1 level illustrating its role as a determinant factor on material mitigation by dividing the research sample into extractive and non extractive economies as well as high mid and low income groups we again confirmed the significant negative correlations as expected no significant sign is found between recession and physical trade balance besides other drivers such as population gross domestic production gdp per capita and technological variables also exert marked effects at different situations this research work provides an empirical study on how recession and other factors affect material use at various scenarios which have essential implications for understanding material flow dynamics in different economic cycles

the physical dimension of international trade part 1 direct global flows between 1962 and 2005 abstract the physical dimension of international trade is attaining increased importance this article describes a method to calculate complete physical trade flows for all countries which report their trade to the un the method is based on the un comtrade database and it was used to calculate world wide physical trade flows for all reporting countries in nine selected years between 1962 and 2005 the results show increasing global trade with global direct material trade flows reaching about 10 billion tonnes in 2005 corresponding to a physical trade volume of about 20 billion tonnes adding both total imports and total exports the share from european countries is declining mainly in favour of asian countries the dominant traded commodity in physical units was fossil fuels mainly oil physical trade balances were used to identify the dominant resource suppliers and demanders australia was the principal resource supplier over the period with a diverse material export structure it was followed by mainly oil exporting countries with varying volumes as regards to regions latin america south east asian islands and central asia were big resource exporters mostly with increasing absolute amounts of net exports the largest net importers were japan the united states and single european countries emerging countries like the asian tigers with major industrial productive sectors are growing net importers some of them to an even higher degree than european countries altogether with the major exception of australia and canada industrialized countries are net importers and developing countries and transition countries are net exporters but there are important differences within these groups

a nonparametric cost approach to scale efficiency starting with farrell fieldhouse 1962 a host of notiparametric models have been developed for calculation of scale efficiency a common property of these models is that they are specified in terms of input output data duality theory has taught us that technological characteristics may be analyzed from either the primal or the dual cost side the purpose of this paper is to introduce a nonparametric dual method of calculating scale efficiency

the causal relationship between renewable electricity generation and gdp growth a study of energy sources abstract this paper examines the causal relationship between economic growth and electricity generation from renewable sources biomass geothermal hydroelectric solar waste and wind across 20 oecd countries over 1990 to 2008 the results from a commonly used panel error correction model find a a bidirectional relationship between aggregate renewable generation and real gdp b biomass hydroelectricity waste and wind energy exhibit a positive long run relationship with gdp c hydroelectricity and waste generation exhibit a short run positive bidirectional relationship with gdp growth and d biomass hydroelectric and waste electricity generation have the largest impact on real gdp in the long run we extend the analysis to consider the possibility of structural breaks and cross sectional dependence accounting for cross sectional dependence we find that in the short run increases in biomass and waste generation negatively affect gdp while aggregate renewable and hydroelectricity increase gdp energy conservation policies will positively impact gdp if the policies cause decreases in biomass or waste energy but increase hydroelectricity and wind energy

efficiency analysis for exogenously fixed inputs and outputs we evaluate by means of mathematical programming formulations the relative technical and scale efficiencies of decision making units dmus when some of the inputs or outputs are exogenously fixed and beyond the discretionary control of dmu managers this approach further develops the work on efficiency evaluation and on estimation of efficient production frontiers known as data envelopment analysis dea we also employ the model to provide efficient input and output targets for dmu managers in a way that specifically accounts for the fixed nature of some of the inputs or outputs we illustrate the approach using real data for a network of fast food restaurants

budget constrained frontier measures of fiscal equality and efficiency in schooling equality and efficiency are key issues in educational reform here the authors analyze the efficiency and equality consequences of various school finance reforms using a cost indirect output distance function this function readily models multiple output production under conditions of budgetary constraint and provides a natural measure of performance that is closely related to farrell type measures of efficiency the analysis suggests that despite school district inefficiency finance reforms can affect student achievement however any potential gains in output from redistribution are dwarfed by the potential gains from increased efficiency more strikingly the analysis demonstrates that budgetary reforms designed to equalize expenditures could actually increase the inequality of student achievement

some models for estimating technical and scale inefficiencies in data envelopment analysis in management contexts mathematical programming is usually used to evaluate a collection of possible alternative courses of action en route to selecting one which is best in this capacity mathematical programming serves as a planning aid to management data envelopment analysis reverses this role and employs mathematical programming to obtain ex post facto evaluations of the relative efficiency of management accomplishments however they may have been planned or executed mathematical programming is thereby extended for use as a tool for control and evaluation of past accomplishments as well as a tool to aid in planning future activities the ccr ratio form introduced by charnes cooper and rhodes as part of their data envelopment analysis approach comprehends both technical and scale inefficiencies via the optimal value of the ratio form as obtained directly from the data without requiring a priori specification of weights and or explicit delineation of assumed functional forms of relations between inputs and outputs a separation into technical and scale efficiencies is accomplished by the methods developed in this paper without altering the latter conditions for use of dea directly on observational data technical inefficiencies are identified with failures to achieve best possible output levels and or usage of excessive amounts of inputs methods for identifying and correcting the magnitudes of these inefficiencies as supplied in prior work are illustrated in the present paper a new separate variable is introduced which makes it possible to determine whether operations were conducted in regions of increasing constant or decreasing returns to scale in multiple input and multiple output situations the results are discussed and related not only to classical single output economics but also to more modern versions of economics which are identified with contestable market theories

impacts of climate change on self sufficiency of rice in china a cge model based evidence with alternative regional feedback mechanisms abstract climate change would pose a direct and severe challenge to china s rice production and self sufficiency here we use global trade analysis project gtap model to evaluate the impacts of climate change on the self sufficiency of rice in china due to 2 c rise in temperature and further analyze the impact and transmission mechanisms of climate change through market and trade our simulation method switches different regional mechanisms in the gtap model by employing alternative closures and scenarios our results suggest that the fluctuation in rice price is much larger than that of rice production the active regional feedback mechanism has much larger effects than the passive one in assessing climate change impacts with the passive regional feedback mechanism single regional general equilibrium srge and multi regional general equilibrium with china s shock mrge c china s rice export would decrease by more than 8 and import would increase by over 5 which leads to a decrease in rice self sufficiency by more than 0 06 percentage points with the active regional feedback mechanism multi regional general equilibrium with global shock mrge w climate change will increase china s rice export by 2 7 as rising rice exports to south korea overweight the export decrease to other countries concurrently china s rice import would decrease by 0 04 which leads to a slight increase in rice self sufficiency as a whole climate change will not severely threaten china s rice self sufficiency by the decomposition analysis climate change impacts on china s rice self sufficiency mainly depend on the changes in china s domestic rice production interestingly the source of china s rice import will switch from vietnam to pakistan under mrge w which derives from the input structure of paddy rice and rice sectors in different countries

productivity growth technical progress and efficiency in their comment subhash c ray and evangelia desli 1997 hereafter rd point out that the specification of the decomposition of the malmquist productivity index used by fare et al 1994 hereafter fgnz is not unique and propose and compute an alternative specification of that decomposition we will discuss additional decompositions at the end of this note but proceed here by comparing the rd decomposition with fgnz based on both conceptual and computational grounds rd provide a discussion of the overall malmquist productivity index including the important issue of when this index is equivalent to the traditional notion of total factor productivity tfp namely under the condition that the reference technology be consistent with constant returns to scale crs as they point out this will yield a measure of tfp even if the true underlying technology is not crs for example both rd and fgnz use the crs reference technology to compute overall malmquist productivity one of the key issues raised is the role of the underlying scale properties of the benchmark technologies used to define and compute both productivity and its components in particular two reference technologies are employed in both rd and fgnz what we refer to as crs and variable returns to scale vrs technologies by construction these technologies are nested the crs technology contains the vrs technology as in figure 1 in rd this nestedness provides the logical basis for our decomposition at a very intuitive level we would argue that these two benchmarks can be used to provide bounds on the underlying true but unknown technology 2 intuitively we see the vrs technology providing a type of convex inner approximation whereas the crs technology provides a type of convex outer approximation thus these two technologies provide alternative benchmarks they do not require that the data satisfy either crs or vrs another possible intuitive interpretation is that the crs captures a perhaps hypothetical long run and the vrs approximates the short run as a reference technology the crs technology has some very useful features for example it captures the notion of maximal

sources of lifetime inequality is lifetime inequality mainly due to differences across people established early in life or to differences in luck experienced over the working lifetime we answer this question within a model that features idiosyncratic shocks to human capital estimated directly from data as well as heterogeneity in ability to learn initial human capital and initial wealth we find that as of age 23 differences in initial conditions account for more of the variation in lifetime earnings lifetime wealth and lifetime utility than do differences in shocks received over the working lifetime jel d31 d91 j24 j31 to what degree is lifetime inequality due to differences across people established early in life as opposed to differences in luck experienced over the working lifetime among the individual differences established early in life which ones are the most important a convincing answer to these questions is of fundamental importance first and most simply an answer serves to contrast the potential importance of the myriad policies directed at modifying or at providing insurance for initial conditions e g public education against those directed at shocks over the working lifetime e g unemployment insurance second a discussion of lifetime inequality cannot go too far before discussing which specific type of initial condition is the most critical for determining how one fares in life third a useful framework for answering these questions should also be central in the analysis of a wide range of policies considered in macroeconomics public finance and labor economics we view lifetime inequality through the lens of a risky human capital model agents differ in terms of three initial conditions initial human capital learning ability and financial wealth initial human capital can be viewed as controlling the intercept of an agent s mean earnings profile whereas learning ability acts to rotate

energy and resource allocation a dynamic model of the dutch disease it is well known that a domestic resource discovery gives rise to wealth effects that cause a squeeze of the tradeable good sector of an open economy the decline of the manufacturing sector following an energy discovery has been termed the dutch disease and has been investigated in many recent studies our model extends the principally static analyses to date by allowing for 1 short run capital specificity and long run capital mobility 2 international capital flows and 3 far sighted intertemporal optimizing behaviour by households and firms the model is solved by numerical simulation

is carbon emission growth decoupled from economic growth in emerging countries new insights from labor and investment effects abstract as emerging countries are both major contributors to global carbon emissions growth and global economic growth the sharp contradiction between economy and carbon emissions has seriously hindered the sustainable development of emerging countries and is not conducive to the realization of global emission reduction targets this work takes brics brazil russia india china and south africa the representatives of emerging countries as an example to investigate the decoupling state between economic growth and carbon emissions and to uncover the driving factors behind these decoupling the results show i russia and south africa have experienced the longest time of strong decoupling indicating that the decoupling in these two countries is better than that in other countries china india and south africa was characterized by expansive coupling weak decoupling and expansive negative decoupling respectively ii the labor effect and investment effect have contributed to the carbon emissions growth in the brics and the reasons for the carbon emissions changes in russia india china and south africa are strongly consistent while brazil has a different performance iii the investment decoupling effect has hindered the decoupling process in russia south africa china and india but has promoted the decoupling process in brazil while the energy intensity effect is the driving force in the decoupling process in most countries finally the policy recommendations for the different decoupling status of each country were put forward

pathways to a resource efficient and low carbon europe abstract various environmental footprint concepts have already been developed and applied in sustainability research however these analyses tend to remain restricted to historical observation samples at least in comparison with related research activities in other environmental policy domains like e g climate policy it seems that applications of integrated assessment tools represent rather seldom exceptions within the resource policy domain our paper is therefore intended to strengthen the related evidence base we present recent projections from the dynamic multi region input output mrio simulation model ginfors global inter industry forecasting system which provide an outlook on global development trends until the year 2050 our detailed material footprint and climate policy assessment indicates that a global agreement on a policy mix will allow a clear turnaround towards climate protection and a sustainable use of natural resources without deteriorating economic performance if the eu decides unilaterally to lead the way then this turnaround could also be achieved for the eu while the eu would also benefit economically from this pioneering role a third pathway towards a resource efficient and low carbon europe quantifies the environmental and economic impacts of a strong transitional change induced by european citizens commitments to far reaching sufficiency objectives

crises and human capital accumulation this paper studies the effects of crises on human capital formation theoretically a crisis undermines total factor productivity which reduces the return to working and to accumulating physical capital if the crisis is temporary young agents will study now and work later human capital rises to test our model we rely on inflation crises as our main empirical proxy using gmm panel procedures our analysis for 86 countries in 1970 2000 confirms the positive effects of crises on human capital our main findings survive several robustness tests jel classification e31 d90 ce memoire etudie les effets des crises sur la formation de capital humain theoriquement une crise mine la productivite totale des facteurs de production ce qui reduit le rendement sur le travail et l accumulation du capital physique si la crise est temporaire les jeunes agents vont alors se mettre aux etudes et decident de travailler plus tard le capital humain s accroit pour mettre au test ce modele on etudie les crises inflationnistes comme reference a l aide des procedures d analyse de donnees de panels a la gmm l etude de 86 pays pour la periode 1970 2000 confirme les effets positifs des crises sur le capital humain les principaux resultats survivent bien a divers tests de robustesse

nonparametric estimation of education productivity incorporating nondiscretionary inputs with an application to dutch schools in this paper we develop a malmquist productivity index for public sector production characterized by the influence of environmental variables we extend johnson and ruggiero 2011 to the more general case of variable returns to scale to further decompose the malmquist productivity index into technical efficiency scale and environmental change we apply our model to analyze productivity of dutch schools using 2002 2007 data the results indicate that the environment influences the productivity index as well as the technical efficiency scale and environmental change components we see that schools with a moderate classification of environment have the highest productivity numbers in line with expectations schools with the worst environment also perform worse and would perform better with an improved environment

the cyclical and secular behaviour of the labour input comparing efficiency units and hours worked summary a monthly labour input series designed to correct for the fact that all hours worked are not of the same quality is constructed and its properties compared with unadjusted hours worked this efficiency units series is constructed from bls data on hours worked and earnings by age and sex the cyclical fluctuations displayed by the efficiency units series are smaller on average than those displayed by hours worked although the difference is not large however the secular behaviour of the series is quite different hours worked per capita displays a significant positive trend while efficiency units per capita does not

nonparametric estimates of the components of productivity and profitability change in u s agriculture recent theoretical advances in total factor productivity tfp measurement mean that tfp indexes can now be exhaustively decomposed into unambiguous measures of technical change and efficiency change to date all applications of this new methodology have involved decomposing indexes that have poor theoretical properties this article shows how the methodology can be used to decompose a new tfp index that satisfies all economically relevant axioms from index theory the application is to state level data from 1960 to 2004 in most states the main drivers of agricultural tfp change are found to have been technical change and scale and mix efficiency change

estimating technical and allocative efficiency in the public sector a nonparametric analysis of dutch schools abstract public sector output provision is influenced not only by discretionary inputs but also by exogenous environmental factors in this paper we extended the literature by developing a conditional dea estimator of allocative efficiency that allows a decomposition of overall cost efficiency into allocative and technical components while simultaneously controlling for the environment we apply the model to analyze technical and allocative efficiency of dutch secondary schools the results reveal that allocative efficiency represents a significant 37 percent of overall cost efficiency on average although technical inefficiency is still the dominant part furthermore the results show that the impact of environment largely differs between schools and that having a more unfavorable environment is very expensive to schools these results highlight the importance of including environmental variables in both technical and allocative efficiency analysis

the sustainable development index measuring the ecological efficiency of human development in the anthropocene abstract when the human development index hdi was introduced in the 1990s it was an important step toward a more sensible measure of progress one defined less by gdp growth and more by social goals but the limitations of hdi have become clear in the 21st century given a growing crisis of climate change and ecological breakdown hdi pays no attention to ecology and retains an emphasis on high levels of income that given strong correlations between income and ecological impact violates sustainability principles the countries that score highest on the hdi also contribute most in per capita terms to climate change and other forms of ecological breakdown in this sense hdi promotes a model of development that is empirically incompatible with ecological stability and impossible to universalize in this paper i propose an alternative index that corrects for these problems the sustainable development index sdi the sdi retains the base formula of the hdi but places a sufficiency threshold on per capita income and divides by two key indicators of ecological impact co2 emissions and material footprint both calculated in per capita consumption based terms and rendered vis a vis planetary boundaries the sdi is an indicator of strong sustainability that measures nations ecological efficiency in delivering human development

comparing school ownership performance using a pseudo panel database a malmquist type index approach in this paper we propose a different way of using the malmquist index that allows us to further analyze the relative performance divergences between two groups of decision making units dmus over time when only a pseudo panel database is available to do this we extend the camanho and dyson 2006 one period malmquist type index cdmi for a pseudo panel database with a new pseudo panel malmquist index ppmi to illustrate the methodology we apply it to examine how the performance gap between public and private government dependent secondary schools in the basque country spain performed across three pisa waves 2006 2009 and 2012 the results suggest that performance is persistently and significantly higher for private government dependent schools than for public schools

indivisible labor and the business cycle abstract a growth model with shocks to technology is studied labor is indivisible so all variability in hours worked is due to fluctuations in the number employed we find that unlike previous equilibrium models of the business cycle this economy displays large fluctuations in hours worked and relatively small fluctuations in productivity this finding is independent of individuals willingness to substitute leisure across time this and other findings are the result of studying and comparing summary statistics describing this economy an economy with divisible labor and post war u s time series

business cycle fluctuations and the life cycle how important is on the job skill accumulation abstract we study the effects of on the job skill accumulation on average hours worked by age and the volatility of hours over the life cycle in a calibrated general equilibrium model two forms of skill accumulation are considered learning by doing and on the job training in our economy with learning by doing individuals supply more labor early in the life cycle and less as they approach retirement than they do in an economy without this feature the impact of this feature on the volatility of hours over the life cycle depends on the value of the intertemporal elasticity of labor supply when individuals accumulate skills by on the job training there are only weak effects on both the steady state labor supply and its volatility over the life cycle

estimating most productive scale size using data envelopment analysis abstract the relation between the most productive scale size mpss for paparticular input and output mixes and returns to scale for multiple inputs multiple outputs situations is explicitly developed this relation is then employed to extend the applications of data envelopment analysis dea introduced by charnes cooper and rhodes ccr to the estimation of most productive scale sizes for convex production possibility sets it is then shown that in addition to productive inefficiencies at the actual scale size the ccr efficiency measure also reflects any inefficiencies due to divergence from the most productive scale size two illustrations of the practical applications of these results to the estimation of most productive scale sizes and returns to scale for hospitals and stem electric generation plants are also provided emphasize the advantage of this method in examining specific segments of the efficient production surface

production and consumption based convergence analyses of global co2 emissions abstract the convergent trend of co2 emissions has received wide spread attention in an attempt to meet the global reduction target but almost all of the focus has been on the production side a systematic investigation on the convergence of global co2 emissions from the production side and the consumption side is of great importance to find the pathways for the worldwide low carbon development this study distinguished production and consumption based co2 emissions of 129 economies during the period 1995 2015 based on traditional sigma gamma beta stochastic and club convergence models we identified convergence progress of co2 emission on both the production and consumption sides taking convergence speed and influential factors into account we demonstrated different convergence pathways to a reasonable climate strategy this study obtained four key results first in all cases global per capita co2 emissions on the production and consumption sides were convergent second the speed of convergence on the production side was higher than on the consumption side third population density energy intensity and the share of trade and industrialization had significant effects on the production side while per capita gdp was more important on the consumption side low carbon development due to medium and high technology manufacturing had equal impacts on consumption and production forth different convergence processes among organization for economic co operation and development oecd european union eu asia pacific economic cooperation apec and rest80 i e the other 80 developing economies indicate that mitigation policies should differ according to the industrial structure and by economic development the results of this study will extend our empirical understanding of global co2 emissions and their policy implications

the economics of schooling production and efficiency in public schools n recent years public and professional interest in schools has been heightened by a spate of reports many of them critical of current school policy these policy documents have added to persistent and long standing concerns about the cost effectiveness and fairness of the current school structure and have made schooling once again a serious public issue as in the past however any renewed interest in education is likely to be short lived doomed to dissipate as frustration over the inability of policy to improve school practice sets in this frustration about school policy relates directly to knowledge about the educational production process and in turn to underlying research on schools although the educational process has been extensively researched clear policy prescriptions flowing from this research have been difficult to derive 2 there exists however a consistency to the research findings that does have an immediate application to school policy schools differ dramatically in quality

an evaluation of the efficiency of quebec s school boards using the data envelopment analysis method in this paper the efficiency of quebec s school boards during a period of severe cutbacks in their finance is examined using data envelopment analysis the average efficiency is found to be relatively high in spite of this potential savings could be achieved if school boards were fully efficient results were found to depend heavily on school boards socio economic conditions thus they were subjected to tobit analysis and the boards corrected efficiencies recalculated it is concluded that inefficiencies cost 800 million dollars of which 200 million dollars come from unfavourable socio economic conditions

the physical dimension of international trade part 2 indirect global resource flows between 1962 and 2005 global trade is increasingly being challenged by observations of growing burden shifting in particular of environmental problems this paper presents the first worldwide calculations of shifted burden based on material flow indicators in particular direct and indirect physical trade balances this study covers the period between 1962 and 2005 and includes between 82 and 173 countries per year the results show that indirect trade flow volumes have increased to around 41 billion tonnes in 2005 the traded resources with the highest share of associated indirect flows are iron hard coal copper tin and increasingly palm oil regarding the burden balance between regions europe is the biggest shifter whereas australia and latin america are the largest takers of environmental burden due to resource extraction to evaluate the findings from a global perspective the results are analysed in terms of resource flow induced environmental pressure related to a country s land area in terms of total and per capita area resource endowment and population density seem to be more relevant in determining the physical trade balance including indirect flows than income level

decoupling analysis and environmental kuznets curve modelling of provincial level co2 emissions and economic growth in china a case study abstract guangdong is one of the most representative provinces of china in terms of reflecting how the provincial level co2 emissions dynamically evolve with economic development during the process of industrialisation and urbanisation the present study combines decoupling analysis with environmental kuznets curve ekc modelling to systematically explore the interactions between co2 emissions and economic growth in guangdong from the short to long terms aiming to provide the referential significance of low carbon development to other chinese provinces empirical results indicate that co2 economy interactions in guangdong dynamically changed with time performing an effect of expansive weak decoupling during 1995 2014 and having a potential to achieve a strong decoupling in the long run the decoupling states of various sectors and their contributions to the provincial overall decoupling differed greatly and varied by time and household and service sectors played increasingly important roles overall the decoupling effect of provincial co2 emissions is distinctly affected by the stage of industrialisation and urbanisation renewable energy utilisation as well as low carbon technical progress therefore promoting co2 economy decoupling at the provincial level should be specific to the feature and development reality of various provinces

the high price of dematerialization a dynamic panel data analysis of material use and economic recession abstract dematerialization at the national level occurs almost exclusively during periods of economic recession or low growth while recession is not a sustainable strategy to curb environmental impact such periods may offer important insights on the possibilities of reducing material use economic recession research has focused on the interactions between macroeconomic and financial variables with little systematic research dedicated to uncovering how resource use develops during periods of recession using a dynamic panel model we investigate whether and to what extent material use in a sample of 150 economies between 1970 and 2010 was affected by recession and low growth recession occurred most frequently and in more than two thirds of all countries during the 1980s and the 1990s in the 2000s more than half of the recessions occurred during the financial crisis of 2008 periods of recession were significantly and negatively correlated with material use they tended to coincide with dematerialization material use decreased in recession years but the significant correlations with growth in material use became weaker as growth rates increased construction minerals and metals used to build stocks of manufactured capital reacted more strongly to economic fluctuations than the throughput dominated flows of biomass and fossil fuels we conclude that the systematic link between recession and dematerialization can become policy relevant if the mechanisms causing reductions in material use during these periods are identified

heterogeneity in capital and skills in a neoclassical stochastic growth model does a heterogeneous agents version of a neoclassical model with labor leisure choice replicate the distributions of consumption and working hours observed in the cross sectional data does incorporating heterogeneity enhance the aggregate performance of the representative agent model we address these questions in a complete market model economy with two sources of heterogeneity initial endowments and non acquired skills we find positive answers to both questions

productivity in education the quintessential upstream industry using consistent test score data from the national assessment of educational progress and data on per pupil spending i show that the productivity of american public schools fell by approximately half from 1970 to 2000 the most reliable international data also suggest that productivity in american public schools is lower than that of numerous other industrialized countries including the remaining english speaking ones i explore explanations for the decline in productivity including changing sociodemographics baumol s cost disease rising wages of female college graduates the increasing emphasis on educating disadvantaged children rising market power and the education sector s relative decrease in pay for performance i review evidence that suggests that schools raise their productivity and use of pay for performance when they face competition i also describe results that indicate that individual teachers have important distinctive effects on achievement

does ecologically unequal exchange occur the hypothesis of ecologically unequal exchange posits that low and middle income developing nations maintain an ecological deficit with wealthy developed nations exporting natural resources and high impact commodities thereby allowing wealthy economies to avoid operating ecologically impactful industries at home in this survey we assess the footprint of consumption of 187 countries using eight indicators of environmental pressure in order to determine whether or not this phenomenon occurs we use input output analysis with a new high resolution global multi region input output table to calculate each trading pair s balance of trade in biophysical terms of ghg emissions embodied water and scarcity weighted water content air pollution threatened species human appropriated net primary productivity total material flow and ecological footprint we test three hypotheses that should be true if ecologically unequal exchange occurs one the inter regional balance of trade in biophysical terms is disproportional to the balance of trade in financial terms we find this is true though not strongly so two exports from developing nations are more ecologically intensive than those from developed nations we find this is true three high income nations disproportionately exert ecological impacts in lower income nations we find this is false high income nations are mostly exporters not importers of biophysical resources

assessing global resource use and greenhouse emissions to 2050 with ambitious resource efficiency and climate mitigation policies achieving sustainable development requires the decoupling of natural resource use and environmental pressures from economic growth and improvements in living standards g7 leaders and others have called for improved resource efficiency along with inclusive economic growth and deep cuts in global greenhouse emissions however the outlooks for and interactions between global natural resource use resource efficiency economic growth and greenhouse emissions are not well understood we use a novel multi regional modeling framework to develop projections to 2050 under existing trends and three policy scenarios we find that resource efficiency could provide pro growth pro environment policies with global benefits of usd 2 4 trillion in 2050 and ease the politics of shifting towards sustainability under existing trends resource extraction is projected to increase 119 from 2015 to 2050 from 84 to 184 billion tonnes per annum while greenhouse gas emissions increase 41 both driven by the value of global economic activity more than doubling resource efficiency and greenhouse abatement slow the growth of global resource extraction so that in 2050 it is up to 28 lower than in existing trends resource efficiency reduces greenhouse gas emissions by 15 20 in 2050 with global emissions falling to 63 below 2015 levels when combined with a 2 c emissions pathway in contrast to greenhouse abatement resource efficiency boosts near term economic growth these economic gains more than offset the near term costs of shifting to a 2 c emissions pathway resulting in emissions in 2050 well below current levels slower growth in resource extractions and faster economic growth

the effects of macroeconomic conditions at graduation on overeducation this article shows that unfavorable economic conditions at graduation decrease the likelihood of a good job worker match over a worker s subsequent career mismatch is quantified in terms of overeducation by both industry and occupation the german socio economic panel and region level unemployment rates from 1994 to 2012 are used instrumental variables estimates account for endogenous graduation timing a single percentage point increase in regional unemployment causes an increase in the probability of overeducation of 1 6 1 7 percentage points for university graduates effects for technical tertiary education and apprenticeship graduates are smaller labor market entry conditions affect workers for up to 9 years after graduation jel j23 j22 e32 i23

decomposing the decoupling of co2 emissions and economic growth in brazil abstract this paper examines the occurrence of a decoupling between the growth rates in economic activity and co 2 emissions from energy consumption in brazil from 2004 to 2009 this decoupling was highlighted when economic activity and co 2 emissions moved in opposite directions in 2009 more generally we observe several periods of relative decoupling in brazil but not to the extent witnessed in 2009 to identify the determinants of emissions change we develop a decomposition model based on a log mean divisia index lmdi framework the results indicate that the carbon intensity and energy mix are the main determinant of emissions reduction in brazil between 2004 and 2009 modifications in the economy structure are also associated to emission mitigation in the period such evidence demonstrates similarities with events of decoupling registered for the interval 1980 1994 in brazil finds from brazil differ from observations in other countries in which improvement in energy intensity has been the most common determinant of emissions reduction

indeterminacy home production and the business cycle a calibrated analysis abstract in this paper i present a business cycle model with one market sector that produces a standard good and another that produces a non market or home good the model can have multiple equilibria and therefore cycles driven only by self fulfilling expectations with low externalities to market production in particular an upward sloping aggregate labor demand as e g in farmer and guo j economic theory 63 1994 42 72 is not required for indeterminacy the effect of technology shocks is also studied in all cases the time series that are generated have properties that are comparable to the real us postwar series

assessing school efficiency in portugal using fdh and bootstrapping this study explores a new data set that contains information both on inputs and outputs for a sample of portuguese secondary schools an fdh reference technology is used to determine radial technical efficiency scores and slacks although it is known that there is no reason to assume convexity in the study of education efficiency frontiers this is the first study ever to use fdh at the school level effectively relaxing the convexity assumption a two stage approach is used whereby the significant environmental variables that explain fdh efficiency scores and slacks are identified for the purpose of statistical inference the first application of the bootstrapping algorithms suggested by simar and wilson 2003 is conducted the study concludes that the unemployment rate access to health care services adult education and living infrastructures are determinants of school efficiency the differences between the coast and the interior of portugal seem to be more relevant as far as school efficiency is

technological progress and sustainable development what about the rebound effect abstract sustainability concepts that rest on the idea of resource or energy efficiency improvements due to technological progress tend to overestimate the potential saving effects because they frequently ignore the behavioral responses evoked by technological improvements efficiency improvements also affect the demand for resources and energy and often an increase in efficiency by 1 will cause a reduction in resource use that is far below 1 or sometimes it can even cause an increase in resource use this phenomenon is commonly labeled the rebound effect which is well known among energy economists but never attracted much attention in ecological economics the paper starts with the traditional neoclassical analysis of the rebound effect in a partial equilibrium framework that concentrates on the demand of one particular energy service such as mobility or room temperature it also provides an overview of some of the main empirical studies based on this model that mostly confirm the existence of the rebound effect but are controversial about its actual importance however we have to go beyond the neoclassical single service model in order to take care of the variety of possible feedback affecting energy use the paper presents two important expansions of the single service model in order to show the potential relevance of the rebound effect to ecological economics first it is shown that in a multi services model it proves to be difficult to make general statements about the relevance of the rebound effect in this case the overall effect of an increase in energy efficiency on total energy use depends on the on the assumptions about the substitutability between the services considered and the direction of the income effect second the paper also tries to take care of the fact that changes in resource use or energy use are frequently just side effects of other forms of technological progress especially technological change of a time saving nature can have a large influence on energy use as many time saving devices for example faster modes of transport require an increase in energy consumption that is frequently reinforced by a rebound effect with respect to time this effect will be especially strong when wages are high and at the same time energy prices are low as is currently the case in most industrialized countries consequently the paper also provides a strong argument for the introduction of energy taxes

does increasing investment in research and development promote economic growth decoupling from carbon emission growth an empirical analysis of brics countries abstract it is generally recognized that increasing research and development investment is an effective measure to promote economic and social progress an open question is if increasing research and development investment help economic growth decoupling from carbon emission this study investigates research and development investment and carbon emission in brics countries by using the fully modified ordinary least squares for empirical estimation from 1996 to 2014 the results show that every 1 increase in research and development investment carbon emissions will be decreased by 0 8122 for the brics as a whole which indicates increasing research and development investment has a positive impact on decoupling economic growth from environmental pressure for individual this impact is most significant in china weak in russia and india however it also should be noted that only increasing research and development investment cannot achieve the decoupling between economic growth and carbon emission because other factors such as economic activity industrialization and urbanization renewable energy also influences the decoupling economic growth from carbon emission the results also show that economic activity industrialization and urbanization pose negative impact on the decoupling whereas renewable energy consumption promote the decoupling

a parallel production frontiers approach for intertemporal efficiency analysis the case of taiwanese commercial banks abstract a comparison of the efficiency of a production unit at one period with those of other units at another period is challenging because the bases for calculating efficiency are usually different the malmquist productivity index mpi is an effective measure that can overcome this difficulty however the existing measures of this index have various weaknesses with regard to feasibility circularity decomposability and consistency this paper thus develops a model to construct parallel production frontiers for the units at different periods to measure the mpi this model is always feasible the calculated mpi has the property of circularity it can be decomposed into the product of efficiency change and technical change and the results are consistent an application of this model to taiwanese commercial banks for the period 2008 2013 confirms these merits the results also indicate that in general the mpis of these banks increased from 2008 to 2013 and this was attributed to improvements in technology since the efficiencies measured from the parallel model are comparable among different units and different periods they can be used for intertemporal analysis to identify the banks with unsatisfactory performance in different periods

beyond gdp measuring and achieving global genuine progress article i nfo while global gross domestic product gdp has increased more than three fold since 1950 economic wel fare as estimated by the genuine progress indicator gpi has actually decreased since 1978 we synthesized estimates of gpi over the 1950 2003 time period for 17 countries for which gpi has been estimated these 17 countries contain 53 of the global population and 59 of the global gdp we compared gpi with gross domestic product gdp human development index hdi ecological footprint biocapacity gini coefficient and life satisfaction scores results show a significant variation among these countries but some major trends we also estimated a global gpi capita over the 1950 2003 period global gpi capita peaked in 1978 about the same time that global ecological footprint exceeded global biocapacity life satisfaction in almost all countries has also not improved significantly since 1975 globally gpi capita does not increase beyond a gdp capita of around 7000 capita if we distributed income more equitably around the planet the current world gdp 67 trillion yr could support 9 6 billion people at 7000 capita while gpi is not the perfect economic welfare indicator it is a far better approximation than gdp development policies need to shift to better account for real welfare and not merely gdp growth

global patterns of materials use a socioeconomic and geophysical analysis abstract human use of materials is a major driver of global environmental change the links between materials use and economic development are central to the challenge of decoupling of materials use and economic growth dematerialization this article presents a new global material flow dataset compiled for the year 2000 covering 175 countries including both extraction and trade flows and comprising four major material categories biomass construction minerals fossil energy carriers and ores industrial minerals first we quantify the variability and distributional inequality gini coefficients in international material consumption we then measure the influence of the drivers population gdp land area and climate this analysis yields international income elasticities of material use finally we examine the coupling between material flows and between income and material productivity measured in economic production per tonne material consumed material productivity is strongly coupled to income and may thus not be suitable as an international indicator of environmental progress a finding which we relate to the economic inelasticity of material consumption the results demonstrate striking differences between the material groups biomass is the most equitably distributed resource economically the most inelastic and is not correlated to any of the mineral materials the three mineral material groups are closely coupled to each other and economic activity indicating that the challenge of dematerializing industrial economies may require fundamental structural transformation our analysis provides a first systematic investigation of international differences in material use and their drivers and thus serves as the basis for more detailed future work

disaggregating energy use cap among china s provinces the 2015 paris climate change negotiations represents the most ambitious worldwide effort to date to combat climate change as the largest energy consumer and carbon emitter china pledges 60 65 cut in carbon intensity below 2005 levels by 2030 to accelerate china s climate efforts china has also committed to cap its primary energy use at 4 8 billion tons of coal equivalent in 2020 this paper proposes an equitable and efficient scheme to disaggregate this national goal among provinces a three step disaggregation procedure is proposed which takes into account the initial allocation national redistribution and inter provincial adjustment first this study allocates the incremental energy quota taking 2010 as the base year second part of the energy quota is set aside by the central government for redistribution purposes while an incremental energy quota index comprising equity and efficiency criteria is used for initial allocation among provinces finally historical efforts and inter provincial energy flows are considered for inter provincial adjustment this disaggregation scheme is flexible and can be easily extended to allocation and management of other resource and environmental targets the empirical findings can assist decision makers in identifying which provinces are likely to over consume the energy quota relative to the proposed allocation and which provinces are likely to perform better in energy conservation moreover the results show that the energy cap set for 2020 is unachievable without further action market based instruments such as an energy allowance trading market are strongly recommended to achieve the energy use target in an equitable and cost effective manner

hidden linkages between resources and economy a beyond gdp approach using alternative welfare indicators taking gdp as the standard economic indicator for economic welfare recent resources economy studies indicate the dematerialization of the economy the so called decoupling effect this conclusion seems to alleviate concerns over resource scarcity and limits to growth and feeds optimism for green growth and sustainability prospects however the validity of gdp as the sole and unambiguous measure of the ultimate outcome of the economy has been severely disputed there is nowadays increasing interest in broader welfare measurements that capture more aspects of economic output and hence constitute better approximations of well being the present paper provides an overview of the above discussion and sets out to explore the relevance of three alternative welfare indicators the human development index hdi the index of sustainable economic welfare isew and the genuine progress indicator gpi as a basis for evaluating the dependency of welfare and its major engine the economy on natural resources increasing welfare appears to require a disproportionate use of resources strong and increasing dependency on resources at the global level and in giant countries such as china and india may have serious implications for current sustainability policies and the united nations sustainable development goals

cost and learning efficiency drivers in australian schools a two stage network dea approach this article explore performance issues in australian public schools using a two stage dea network model which accounts simultaneously for both cost and learning efficiency levels in the cost efficiency stage different types of expenses and investments are employed to support a given number of students teachers and administrative staff in the learning efficiency stage these groups of individuals help to produce important outputs related to performance in student tests and school rankings results indicate that australian public schools are heterogeneous policy implications are also discussed

small is not that beautiful after all measuring the scale efficiency of tunisian high schools using a dea bootstrap method allocation of resources to schools in a centrally managed state system as the tunisian one should depend on the performance of the individual institutions the optimal size is of crucial importance in this context and we need accurate measurement for sound policies this article discusses and implements a nonparametric statistical test procedure for organization scale efficiency this procedure allows us to test whether the observed scale efficiency is optimal or not using a smooth bootstrap methodology for efficiency measures estimated using data envelopment analysis dea methods because school principals do not control for the size of their institution i e the capital available at decision time the scale efficiency measures are defined so as to include quasi fixed inputs the results show that scale efficiency measures are subject to sampling variation we also found that the schools that are scale efficient are usually mid sized and large schools when size is measured by the number of students

safe port in a storm the impact of labor market conditions on community college enrollments the paper examines the impact of the business cycle on enrollments and finances at individual community colleges between the late 1960s and the mid 1980s we find that 1 percent increases in the unemployment rates of recent high school graduates and of all adults are associated with rises in full time attendance of about 0 5 percent and 4 percent respectively part time enrollment exhibits similar anticyclical patterns this link carries over in large part to degrees obtained in contrast state and local appropriations per student are procyclical we interpret this funding pattern as a failure to integrate education policy sufficiently closely with labor market policy

economies of scale and scope in flemish secondary schools this study estimates a multiproduct translog cost function for the entire population of 1011 flemish secondary schools in order to determine the degree of ray and product specific dis economies of scale as well as the degree of dis economies of scope three types of schools and seven major study fields can be distinguished student loads in these study fields are used as outputs produced by the schools evidence is found for ray economies of scale for the three types of schools even at output levels of 300 of the actual means although the cost elasticities of six out of seven outputs are close to zero most of the values indicating the degree of product specific economies of scale are negative suggesting diseconomies of scale however this can be explained by the considerable scope effects which are incorporated in the definition of the product specific economies of scale

assessing the decoupling of economic growth from environmental impacts in the european union a consumption based approach abstract pursuing a responsible and sustainable development the united nations urged to decouple economic growth from environmental impacts several european union eu policies have been implemented towards such goal although multiple authors have evaluated the decoupling of the economic growth from the resource use or environmental concerns the environmental assessment mostly focused on pressures rather than impacts and used single indicators assumed to be a proxy of the overall effects on the environment furthermore no studies were found using a process based life cycle approach to quantify the environmental impacts of consumption to solve such research gap this paper assesses the decoupling in the eu focusing on potential environmental impacts complementing a production based approach with two options for accounting for the impacts of consumption the aim of this paper is to evaluate the decoupling of the economic growth in terms of gross domestic product from the environmental impacts due to eu 28 consumption assessed by means of life cycle assessment lca the decoupling is then assessed in impact terms rather than limited to pressures by using the environmental footprint ef2017 indicators which allows assessing 16 different impacts the consumption footprint indicator quantified the environmental impacts of eu apparent consumption including the territorial impacts domestic footprint and the embodied impacts in both imports and exports trade footprint the inventory of pressures for the trade component is compiled either with a bottom up approach process based lca of representative traded goods or a top down approach input output based lca methodological aspects influencing the decoupling assessment and the resulting outputs are presented and discussed according to the results the environmental impacts of eu 28 consumption showed decoupling during the last decades 2005 2014 between relative to absolute decoupling depending on the inventory modeling approach taken some countries showed higher decoupling levels than others displaying a heterogeneous map of eu 28 decoupling which was led by acidification particulate matter land use and eutrophication impacts notwithstanding current limitations the assessment of decoupling using consumption based environmental indicators is very promising for supporting policy making towards addressing the actual impacts driven by the eu production and consumption system

decomposition analysis for assessing the progress in decoupling industrial growth from co2 emissions in the eu manufacturing sector decomposition analysis is used in this paper not only to explain changes in industrial co2 emissions but also to comparatively evaluate the progress made in 14 eu countries in decoupling emissions from industrial growth the analysis is performed for the period 1990 2003 by distinguishing two time intervals for assessing progress prior to and following the agreement on the kyoto protocol the refined laspeyres model is used to determine the impact of 5 explanatory factors output energy intensity structure fuel mix and utility mix the obtained results are further elaborated in order to assess the real efforts undertaken in each country and their effectiveness in dissociating the economic and environmental dimensions of development moreover a rescaling procedure is implemented in order to adjust efforts to the average progress in the eu and proceed to a fair comparative evaluation it is found that most eu countries made a considerable but not always sufficient decoupling effort while no significant acceleration is observed in the post kyoto period

productivity growth technical progress and efficiency change in industrialized countries this paper analyzes productivity growth in 17 oecd countries over the period 1979 1988 a nonparametric programming method activity analysis is used to compute malmquist productivity indexes these are decomposed into two component measures namely technical change and efficiency change we find that u s productivity growth is slightly higher than average all of which is due to technical change japan s productivity growth is the highest in the sample with almost half due to efficiency change jel c43 d24 in this paper we apply recently developed

decoupling analysis of world economic growth and co2 emissions a study comparing developed and developing countries abstract this study discusses decoupling trends in world economic growth and co2 emissions based on decoupling theories the decoupling trends of economic growth and co2 emissions in typical developed and developing countries in 1965 2015 are compared by using an oecd decoupling factor model and tapio elastic analysis tea method and the igtx decoupling model on this basis this study evaluates correlations of these three decoupling models by employing the spearman s rank correlation coefficient the research indicates that owing to the igtx decoupling model being easily affected by other non environmental factors the shorter the research period of interest the more easily the decoupling indices distort while the accuracy of the tea method is not limited by the length of the research period of interest with respect to the overall decoupling trend the research shows that 1 strong decoupling is found in developed countries and slightly increases in the stabilisation thereof the decoupling state in the united kingdom and germany is more stable than that of the united states and france 2 developing countries demonstrate weak decoupling that fluctuates significantly and lacks regularity the stabilisation and optimisation of china in decoupling process are better than those of brazil and india finally according to research conclusions relevant policies and suggestions are proposed in view of energy savings and emissions reduction in developing countries

college entry by blacks since 1970 the role of college costs family background and the returns to education college enrollment of black 18 19 year old high school graduates declined from 1980 through 1984 and then rebounded after 1984 this paper presents data from a time series of cross sections of 18 19 year old youths from 1973 through 1988 to test the role of family background direct college costs local economic conditions and returns to college in driving these trends the evidence suggests that on the one hand increases in direct college costs were driving enrollment rates downward throughout the eighties on the other hand dramatic increases in average parental education for black youths exerted upward pressure on college enrollment by blacks particularly in the latter half of the decade the net effect of these two factors contributed to the pattern of decline and recovery observed during the eighties

efficiency of educational production an analysis of new york school districts theoretical consideration of technical efficiency has existed since tjalling c koopmans 1951 which defined technical efficiency for production possibilities for which it is impossible to increase any output without simultaneously increasing any input the nonparametric approach to efficiency estimation is based not on this definition but rather on michael j farrell s 1957 index even after farrell efficiency is achieved there may exist additional slack in individual inputs implying that farrell efficiency doesn t measure inefficiency to solve this problem this paper suggests incorporating programming results into a second stage multivariate regression analysis for illustrative purposes this technique is applied to analyze new york state school districts copyright 1996 by mit press

decoupling global environmental pressure and economic growth scenarios for energy use materials use and carbon emissions in recent decades economic growth and increased human wellbeing around the globe have come at the cost of fast growing natural resource use including materials and energy and carbon emissions leading to converging pressures of declining resource security rising and increasingly volatile natural resource prices and climate change we ask whether well designed policies can reduce global material and energy use and carbon emissions with only minimal impacts on improvements in living standards we use a novel approach of combined economic and environmental modelling to assess the potential for decoupling for 13 world regions and globally we apply a production territorial and consumption approach to discuss regional differences in natural resource use and carbon emissions across three stylized policy outlooks a reference case with no significant changes to environment and climate policies a high efficiency outlook involving a global carbon price rising from 50 to 236 constant price per tonne of co2 between 2010 and 2050 and improvements in resource efficiency rising from 1 5 historically to between 3 5 and 4 5 in the scenarios and a medium efficiency outlook midway between the no change and high outlooks we find that global energy use will continue to grow rapidly under all three scenarios from 17 billion tonnes of oil equivalent toe in 2010 to between 30 and 36 billion toe carbon emissions would be considerably lower with a global carbon price less than half the level of the reference case 29 37 billion tonnes of co2 instead of 74 billion tonnes and also material use would grow much more slowly under a carbon price and significant investment to increase resource efficiency 95 instead of 180 billion tonnes of materials we find that oecd economies have significant potential to reduce their material throughput and carbon emissions with little impact on economic growth and that developing economies such as china could expand their economies at much lower environmental cost globally the effects of very strong abatement and resource efficiency policies on economic growth and employment until 2050 are negligible our study suggests that decarbonization and dematerialization are possible with well designed policy settings and would not contradict efforts to raise human wellbeing and standards of living the research demonstrates the usefulness of scenarios for unpacking environmental and economic outcomes of policy alternatives the findings have important implications for future economic opportunities in a highly resource efficient and low carbon global economy to set human development and achieving the sustainable development goals on a more resilient path

the business cycle human capital accumulation nexus and its effect on hours worked volatility abstract this paper studies hours worked volatility and the cyclicality of human capital investments by embedding a ben porath life cycle model of human capital accumulation into an rbc setting agents differ across two dimensions age and productivity in learning our results show that individuals invest more in human capital during economic downturns however human capital accumulation is more counter cyclical for young and low productivity individuals because they face a lower opportunity cost of education and a higher marginal product of human capital these results are confirmed empirically using us data from the current population survey and the american time use survey in addition the paper contributes to the rbc literature by showing that the model s business cycle properties in particular hours worked volatility are sensitive to assumptions of heterogeneity introducing heterogeneity in productivity increases the volatility of aggregate hours worked and changes the life cycle profile for hours volatility to better match the data

a pathway to circular economy developing a conceptual framework for complex value assessment of resources recovered from waste the transition to a circular economy where the value of resources is preserved in the technosphere must be supported by policies and operational decision making based on evidence existing methods used to provide this evidence e g lca lcsa cba are not robust enough to adequately address the creation and dissipation of systemic and multidimensional value that spans the social environmental economic and technical domains this study proposes a novel conceptual approach that seeks to assess how complex value is created destroyed and distributed in resource recovery from waste systems this approach expands beyond conventional methods of estimating value it combines scientific and engineering methods with a socio political narrative grounded in the systems of provision sop approach and provides a comprehensive analytical framework for making the transition to a resource efficient future this framework has the potential to connect bottom up and top down approaches in assessing resource recovery from waste systems and address systemic challenges through transparency and flexibility while accounting for the dynamic and non linear nature of commodities flow and infrastructure provision in the overall system this creates the pathway towards circular economy and lays the foundations for future advances in computational and assessment methodologies in the field of rrfw