multi region input output analysis of co2 emissions embodied in trade the feedback effects energy related co2 emissions embodied in international trade have been widely studied by researchers using the environmental input output framework despite the increasing interest in using the multi regional input output mrio model by researchers few studies have looked into the mechanism of feedback effects we introduce a method called the stepwise distribution of emissions embodied in trade swd eet to reveal how the emissions embodied in trade are absorbed by a country s final demands through a series of allocation steps a country s indirect absorption patterns and its indirect trade balance of emissions from bilateral trade with other countries are also studied based on the proposed method an empirical study using the data of asian economies shows significant differences in the consumption based emission estimates for some economies due to feedback effects through international trade the differences can be largely captured by the first step or the first two steps of the adjustment procedure in the swd eet analysis other findings and some recommendations are also presented

a multi regional input output analysis of the pollution haven hypothesis from the perspective of global production fragmentation pollution haven hypothesis is an important debate on the environmental effects of international trade the pattern of which has been reshaped obviously by global production fragmentation recently the production process is distributed globally and the pollution haven effect of international trade is becoming more complicated for instance intermediate product trade corresponds to the largest share of embodied emissions and the share of emissions induced by the global value chain related trade is increasing gradually the aim of this paper is to make a comprehensive analysis on the pollution haven hypothesis in carbon emissions embodied in three different trade patterns from global bilateral and national perspectives we propose a method to parcel the pollution haven hypothesis in a multi regional input output analysis and discuss the contribution of production fragmentation for global emissions it is found that international production fragmentation generates global emissions savings the intermediate product trade has a negative balance of avoided emissions the final product trade becomes increasingly less environmentally effective during the period 1995 2009 there are significant differences in the environmental effects of different trade patterns for each country

co2 emissions embodied in china s exports from 2002 to 2008 a structural decomposition analysis abstract this study examines the annual co2 emissions embodied in china s exports from 2002 to 2008 using environmental input output analysis four driving forces including emission intensity economic production structure export composition and total export volume are compared for their contributions to the increase of embodied co2 emissions using a structural decomposition analysis sda technique although offset by the decrease in emission intensity the increase of embodied co2 emissions was driven by changes of the other three factors in particular the change of the export composition was the largest driver primarily due to the increasing fraction of metal products in china s total export relevant policy implications and future research directions are discussed at the end of the paper

china s balance of emissions embodied in trade approaches to measurement and allocating international responsibility international trade is characterized not only by the flow of capital and goods but also by the energy and emissions embodied in goods during their production this paper investigates the evolving role that chinese trade is playing in the response to climate change by estimating the scale of emissions embodied in china s current trade pattern and demonstrating the magnitude of the difference between the emissions it produces some of which are incurred to meet the consumption demands of the rest of the world and the emissions embodied in the goods it consumes estimating china s emissions on a consumption rather than a production basis both lowers its responsibility for carbon dioxide co2 emissions in 2006 from 5 500 to 3 840mtco2 and reduces the growth rate of emissions from an average of 12 5 per cent p a to 8 7 per cent p a between 2001 and 2006 the analysis indicates that a reliable consumption based accounting methodology is feasible and could improve our understanding of which actors and states are responsible for emissions for example recent emissions reductions by developed countries may lack credibility if production has merely been displaced to countries such as china moreover in the current institutional context production methodologies encourage leakages through trade that may do more to displace than to reduce emissions both equity and efficiency concerns therefore suggest that emissions embodied in trade should receive special attention in the distribution of post kyoto abatement burdens

examining the global environmental impact of regional consumption activities part 2 review of input output models for the assessment of environmental impacts embodied in trade this paper offers a detailed review of recently described single and multi region input output models used to assess environmental impacts of internationally traded goods and services it is the second part of a two part contribution in part 1 turner k lenzen m wiedmann t and barrett j in press examining the global environmental impact of regional consumption activities part 1 a technical note on combining input output and ecological footprint analysis ecological economics we describe how to enumerate the resource and pollution content of inter regional and inter national trade flows with the aim to illustrate an ideal accounting and modelling framework for the estimation of ecological footprints a large number of such environment economic models have been described but only in the last few years models have emerged that use a more sophisticated multi region multi sector input output framework this has been made possible through improvements in data availability and quality as well as computability we identify six major models that employ multi sector multi region input output analysis in order to calculate environmental impacts embodied in international trade results from the reviewed studies demonstrate that it is important to explicitly consider the production recipe land and energy use as well as emissions in a multi region multi sector and multi directional trade model with global coverage and detailed sector disaggregation only then reliable figures for indicators of impacts embodied in trade such as the ecological footprint can be derived

the role of intermediate trade in the change of carbon flows within china in recent years evaluating the emissions embodied in trade eeit has become an important area of policy and research multiregional input output mrio analysis which links producers and final consumers is a widely used method for quantifying the eeit however the role of intermediate trade in driving changes in the eeit is still not fully incorporated in mrio analysis and as a result poorly understood here we present a framework that separately identifies the drivers of the emissions embodied in the trade of final and intermediate products we implement this framework in a case study in which we analyse the changes in co2 emissions embodied in interprovincial trade in china from 2007 to 2012 we find that the largest changes are a rising final demand which is associated with increased emissions that are to some extent offset by decreasing emissions intensity and changing interregional dependency regionally the rising imports and the growth in final demand in less developed regions in the north and central e g hebei and henan reduced the co2 emissions outsourced by central coastal regions and drove the traded embodied co2 flows between the central and western regions the framework enriches our understanding of the role played by intermediate trade in the relocation of emissions

the impact of domestic trade on china s regional energy uses a multi regional input output modeling to systematically reveal how domestic trade impacts on china s regional energy uses an interprovincial input output modeling is carried out to address demand derived energy requirements for the regional economies in 2007 based on the recently available data both the energy uses embodied in final demand and interregional trade are investigated from the regional and sectoral insights significant net transfers of embodied energy flows are identified from the central and western areas to the eastern area via interregional trade shanxi is the largest energy producer and interregional embodied energy deficit receiver in contrast to guangdong as the largest energy user and surplus receiver by considering the impacts of interregional trade the energy uses of most eastern regions increase remarkably for instance shanghai hainan zhejiang beijing jiangsu and guangdong have their embodied energy requirements 87 49 19 97 13 64 12 60 6 46 and 6 38 times of their direct energy inputs respectively in contrast the embodied energy uses of some central and western regions such as inner mongolia shanxi xinjiang shaanxi and guizhou decrease largely the results help understand the hidden network linkages of interregional embodied energy flows and provide critical insight to amend china s current end reduction oriented energy policies by addressing the problem of regional responsibility transfer

emissions embodied in chinese exports taking into account the special export structure of china abstract quantification of co 2 emissions embodied in china s trade is important for an informed debate on whom to blame for the recent rise in chinese emissions or the calculation of border carbon adjustments applying input output io techniques we calculate these emissions in 1 a standard model 2 a regionally disaggregated model taking into account that export production is concentrated in more advanced and more emission efficient provinces and 3 in a model with export processing taking into account that almost half of the chinese exports rely on a large share of imported intermediates and little domestic value and emissions added we compare year 2007 emissions embodied in chinese exports in a unified framework we also report emissions embodied in chinese imports used for intermediate production of exports by combining calculations for china with data from global io models we find that both a model with 30 provinces 1730 mt co 2 and a model accounting for export processing 1630 mt yield lower chinese emissions embodied in exports compared to the standard model 1782 mt in the regional model emissions are even lower 1522 mt if interprovincial trade is not taken into account

from production based to consumption based national emission inventories abstract under the united national framework convention of climate change unfccc countries are required to submit national emission inventories nei to benchmark reductions in greenhouse gas ghg emissions depending on the definition and system boundary of the nei the mitigation options and priorities may vary the territorial system boundary used by the unfccc has been critiqued for not including international transportation and potentially causing carbon leakage to address these issues past literature has argued in favour of using consumption based nei in climate policy this article discusses several issues in moving from the standard production based nei to consumption based nei first two distinct accounting approaches for constructing consumption based nei are presented the approaches differ in the allocation of intermediate consumption of imported products second a consistent method of weighting production based and consumption based nei is discussed this is an extension of the previous literature on shared responsibility to nei third due to increased uncertainty and a wide system boundary it may be difficult to implement consumption based nei directly into climate policy several alternative options for incorporating consumption based inventories into climate policy are discussed

analysis of co2 emissions embodied in china s bilateral trade a non competitive import input output approach co2 emissions embodied in international trade are critical to the national carbon mitigation strategy studies estimating embodied co2 emissions in china often overestimate actual values this work calculates china s co2 emissions embodied in bilateral trade with the usa european union japan and other countries using a modified non competitive import input output method and latest data the results show that net co2 emissions embodied in china s trade in 2007 were only 400 million tons much lower than previous estimations accordingly china s co2 emission on the consumption side in 2007 dropped to 5 628 billion tons with the transfer part accounting for 6 6 of total co2 emissions calculated for the production side it is concluded that because co2 emissions embodied in trade are not as great as previously estimated china should place more emphases on energy saving and emission reduction on its own side instead of emission transfer to substantially mitigate co2 emissions

positive and normative analysis of the output opportunity costs of ghg emissions reductions a comparison of the six largest eu economies abstract any policy that aims at reducing ghg emissions by way of modulating the structure of an economy will entail resource reallocation and therefore an implicit economic cost in this paper we present a novel answer to this question using positive and normative analyses in such a way that they complement one another from a positive perspective we first propose a new look at the analysis of sectors distributed ghg forward emissions on the basis of absolute rather than marginal effects using this information we then move to a normative viewpoint using an environmental extended input output linear programming system and compute lower bounds for the potential gross and net output losses for each production unit when facing emissions reduction targets such as those proposed by the european union in their 20 20 20 directive the originality of our approach relies on two aspects namely the introduction of an armington assumption to link domestic and imported output and that differently to previous works total final demand drives the optimal adjustments to reach emissions cuts while minimizing output losses our empirical exercise compares the results of these normative and positive analyses for the six largest economies in the european union

input output analysis of carbon emissions embodied in china japan trade abstractenergy related co2 emissions embodied in international trade have been widely studied by researchers all over the world by using the bilateral trade input output btio approach this study investigates the co2 emissions embodied in china japan trade during 1995 2009 and attempts to identify the driving forces for the change in co2 emissions embodied in china s exports to japan during that period by using structural decomposition analysis sda result shows that co2 emissions embodied in china s exports increased by about 100 from 1995 to 2009 whereas those embodied in china s imports increased by about 500 during the same period result of this research also reveals that the scale effect had a large influence on the increase in co2 emissions embodied in china japan trade the technical effect greatly decreased co2 emissions embodied in china s exports to japan but obviously increased those embodied in imports the influence of the structural effect was relatively small and insignificant in

persuasive communication when the sender s incentives are uncertain abstract we study persuasion in a modified crawford sobel sender receiver game in which the receiver makes a binary decision to accept or reject a good recommended by the sender the good s quality and the sender s type neutral or biased are not observable to the receiver these alterations yield a simple model and a unique truth telling equilibrium in which neutral senders who observe different qualities fully separate but can only communicate low quality levels accurately biased senders adopt a mixed strategy that can successfully persuade the receiver to accept the good most of the time when the sender s degree of bias is continuously distributed a truth telling equilibrium does not exist nonetheless a partition equilibrium exists for any given number of partitions on the message space

a review of recent multi region input output models used for consumption based emission and resource accounting abstract the interest in consumption based emission and resource accounting has grown significantly many studies juxtapose consumer emissions carbon footprint and producer territorial emissions of greenhouse gases in order to demonstrate the effects of trade on the national emission budget to this end a respectable number of studies have been undertaken worldwide in order to estimate emissions embedded in international trade of numerous countries and world regions input output approaches and increasingly multi region input output mrio models are commonly chosen as they provide an appropriate methodological framework for complete carbon footprint estimates at the national and supra national level with increasing processing capabilities of computers and a wider availability of economic accounts environmental accounts and trade data such models are now being implemented on a wide scale after a brief overview of salient single region input output studies i provide an in depth review of the most recent multi region input output models used for the purpose of consumption based environmental accounting the main methodological features and important results are described for around twenty studies covering the years 2007 to 2009 this is followed by a detailed review of studies dealing with uncertainty in mrio analysis an area which has not received a lot of attention so far i conclude that further research is mainly needed in two areas a improvements in data availability and quality and b improvements in the accuracy of mrio modelling

analysis of changes in dutch emission trade balance s between 1996 and 2007 in this paper we construct bilateral emission trade balances etb for the netherlands with 17 regions and compare results for 1996 and 2007 for three different greenhouse gasses we establish a cross sectional analysis of bilateral etbs into a volume of trade composition and technology effect in order to analyze the driving forces of changes over time we perform a structural decomposition analysis of embodied import and export emissions the main findings are that the embodied import emissions have increased by 37 whereas export emissions increased by only 3 which is primarily driven by co2 the 2007 bilateral balances are positive with oecd countries but negative with economies such as russia africa and china the analyses demonstrate that the worsening of the etb is to a large extent caused by the changing composition of trade the dutch economy increasingly exports clean products and imports dirty products

co2 emissions from household consumption in india between 1993 94 and 2006 07 a decomposition analysis abstract co 2 emission from anthropogenic activities is one of the major causes of global warming india being an agriculture dependent country global warming would mean monsoon instability and consequent food scarcity natural disasters and economic concerns however with proper policy interventions co 2 emissions can be controlled input output analysis has been used to estimate direct and indirect co 2 emissions by households for 1993 94 1998 99 2003 04 and 2006 07 complete decomposition analysis of the changes in co 2 emissions between 1993 94 and 2006 07 has been done to identify the causes into pollution energy intensity structure activity and population effects according to broad household consumption categories results indicate that activity structure and population effects are the main causes of increase in co 2 emission from household fuel consumption to identify the causes at the sectoral level a second decomposition has been done for changes between 2003 04 and 2006 07 to identify the causes in the next stage finally alternative energy policy options have been examined for each consumption category to reduce emissions combined strategies of technology upgradation fuel switching and market management in order to reduce co 2 emissions for sectors like batteries other non electrical machinery construction and electronic equipments including television for which all the effects are positive need to be adopted

sequential aggregation of verifiable information we introduce the notion of verifiable information into a model of sequential debate among experts who are motivated by career concerns we show that self censorship may hamper the eciency of information agg regation as experts withhold evidence contradicting the conventional wisdom in this case silence is telling and undermines the prevailing view over time if this view is incorrect as a result withholding arguments about the correct state of the world is only a temporary phenomenon and the probability of the correct state of the world being revealed always converges to one as the group of experts becomes large for small groups a simple mechanism the principal can use to improve decisionmaking is to appoint a devil s advocate

will economic restructuring in china reduce trade embodied co2 emissions we acknowledge the support of the national social science foundation of china project no project no 09 zd029 and the institute for energy environment and economy at tsinghua university which is supporting tianyu qi s doctoral research as a visiting scholar at the massachusetts institute of technology we further acknowledge the support of eni s p a icf international and shell international ltd initial sponsors of the china energy and climate project in the mit joint program on the science and policy of global change at mit none of the sponsoring organizations played a role in the study design collection analysis or interpretation of the data used for this study nor did they influence our decisions to submit the article for publication and all errors are our own we also acknowledge general industrial and government sponsors of the joint program on the science and policy of global change http globalchange mit edu sponsors all

embodied energy and intensity in china s normal and processing exports and their driving forces 2005 2015 abstract international trade has important impacts on a country s energy consumption this paper first uses the time series 2005 2015 extended input output database to study china s embodied energy and intensity in both normal and processing exports structural decomposition analysis sda is then applied to analyze the driving forces behind the embodiment changes the empirical results show that china s energy embodied in both normal and processing exports first increased in 2005 2008 dropped in 2009 due to the global financial crisis and then rose again after 2009 and finally dropped in 2014 2015 the embodied energy in trade as a percentage of total energy consumption in china was relatively stable before and after the global financial crisis at around 28 over the 2005 2008 period and 22 over the 2009 2015 period the contribution of the aggregate embodied intensity aei of exports to china s aggregate energy intensity dropped from 30 in 2005 to 21 in 2015 among china s trading partners the united states japan and korea together accounted for around half of china s embodied energy and aei in exports in 2005 but their shares dropped to only one third in 2015 energy efficiency improvement played the key role in reducing the embodied energy and intensity in china s exports similar analysis can be applied to other regions and indicators

structural path analysis of india s carbon emissions using input output and social accounting matrix frameworks abstract while input output io tables have been widely employed to study energy and environmental issues social accounting matrix sam which further considers the interactions of the production system primary factors households and social institutions in the economy is rarely seen in this field this paper thus compares the transmission dynamics under an io framework and a sam framework with the help of structural path analysis spa technique which decomposes the io and sam analysis results by extracting the interconnections in the economic system a case study is performed to investigate india s carbon emissions based on its latest publicly available io and sam tables as the fourth largest emitter in the world india s large population base fast population growth and huge unmet demand imply a surge of carbon emissions following future economic development there have been a few studies on india s energy and emission issues using io tables but more research from different perspectives is still needed to better support policy making this is the first study on india s carbon emissions under a sam framework and using spa techniques and also the first study that extends the use of spa by transmission path to the energy and environmental literature

exploring the rebound effect from the perspective of household an analysis of china s provincial level abstract the existence of the energy rebound effect may partially even totally offset the expected energy savings in order to explore the status of the household rebound effect in china we manually compiled the provincial energy input output table of china then combining econometric methods input output analysis and the re spending model we conduct a detailed analysis of both the direct and indirect energy rebound effect from the household perspective in china under a unified research framework the results show there are significant differences in risk vulnerability regarding energy rebound effect among different regions qinghai is the most vulnerable province as 69 23 of its economic sectors could lead to a backfire effect two economic sectors have the potential to cause a backfire effect in thirteen provinces in addition the chinese government and its provincial government should take full account of the regional differences when formulating energy policies to alleviate the pressure on energy conservation and carbon emission reduction

promises and pitfalls in environmentally extended input output analysis for china a survey of the literature abstract as the world s largest developing economy china plays a key role in global climate change and other environmental impacts of international concern environmentally extended input output analysis ee ioa is an important and insightful tool seeing widespread use in studying large scale environmental impacts in china calculating and analyzing greenhouse gas emissions carbon and water footprints pollution and embodied energy this paper surveys the published articles regarding ee ioa for china in peer reviewed journals and provides a comprehensive and quantitative overview of the body of literature examining the research impact environmental issues addressed and data utilized the paper further includes a discussion of the shortcomings in official chinese data and of the potential means to move beyond its inherent limitations

the responsibility for carbon emissions and carbon efficiency at the sectoral level evidence from china this work reviews benefit based principles to measuring responsibility for carbon emissions at the sectoral level using environmental input output analysis several new emissions multipliers are proposed to measure sectoral carbon efficiency these principles are used in an empirical analysis of carbon emissions in china and differences between the principles are compared the results indicate that all principles considered can prevent double counting of emissions but that different principles may lead to significantly different attributions of responsibility for carbon emissions and to different multiplier values for particular sectors electricity and heat supply is found to be the sector with the highest emissions responsibility under all but the consumer responsibility principle as well as the highest carbon multiplier under all principles however this sector s responsibility under producer responsibility principles is greater than that under other principles basic metals and transportation and post and telecommunication are among the top five sectors with the greatest responsibilities under all but the consumer responsibility principle whereas construction has the highest consumer responsibility among all sectors the pros and cons and policy implications of each principle are also discussed

news management and the value of firms the literature on asymmetric information has been concerned mainly with the problem of the informed party lying to the uninformed parties however in many cases the informed party will stop short of lying but will seek to gain from private information by managing the disclosure of news this article examines the pricing of a firm when there is such manipulation of news i model this situation as a variant of the persuasion game of milgrom and roberts 1986 in which i can parameterize the notion of the degree of credence placed by the market on the disclosures of the informed party an empirical hypothesis thrown up by the theory is that for otherwise identical firms a low price earnings ratio will be associated with a greater degree of positive skewness of the disclosure strategy

production based and consumption based national greenhouse gas inventories an implication for estonia two national greenhouse gas ghg inventories were prepared for estonia 1 an inventory that includes ghg emissions from the production of goods and services i e commodities within its national territory and 2 an inventory of ghg emissions occurring within and outside its national boundaries due to estonia s consumption of commodities whether produced domestically or traded bilaterally the inventories included estimates of energy related and non energy related carbon dioxide co2 methane ch4 and nitrous oxide n2o emissions converted to co2 equivalent co2eq associated with the production and consumption of commodities grouped in three main sectors energy industrial processes and agriculture input output io analysis emissions embodied in bilateral trade eebt approaches and the basic methods of the 2006 ipcc guidelines were used to perform the estimates the results of the study illustrated that the total co2eq emissions associated with consumption in estonia in 2005 were 18 higher than those associated with production primarily due to the net import of co2eq emissions from countries outside of the european union

input output analysis of co2 emissions embodied in trade and the driving forces processing and normal exports in recent years energy related co2 emissions embodied in international trade and the driving forces have been widely studied by researchers using the environmental input output framework most previous studies however do not differentiate different input structures in manufacturing processing exports and normal exports using china as an example this paper exemplifies how implications of results obtained using different export assumptions differ the study posits that the utilization of traditional i o model results in an overestimation of emissions embodied in processing exports and an underestimation in normal exports the estimate of co2 emissions embodied in china s exports drops by 32 when the extended i o model is used the choice of export assumption has more impact on the decomposition results for processing exports the study further highlights that for a country with an export structure similar to china it is meaningful to look into the impact of export assumption in embodied emission studies

a two tiered attribution structural decomposition analysis to reveal drivers at both sub regional and sectoral levels a case study of energy consumption in the jing jin ji region abstract structural decomposition analysis sda is a very commonly used method for exploring the driving forces of environmental pressure ep enhanced with attribution analysis sda can further decompose the driving forces of ep into economic sectors or sub regions and provide more detailed evidence based policymaking however current studies of sda with attribution analysis have not been sufficiently developed and are only one tiered i e they decompose the driving forces of ep into either a sub regional or an economic sectoral level in this study we introduce a method of sda with a two tiered attribution analysis which is capable of 1 exploring the driving force of environmental pressure at a multi regional level and 2 further decomposing the driving forces of ep into both sub regions and economic sectors based on this method we explore the driving forces for the change of energy consumption in the jing jin ji region during the period of 2007 2012 results of this case study indicate that technological change final demand structure and final demand composition respectively contributed 129 12 and 3 while affluence production structure total population and population structure respectively contributed 129 77 38 and 2 to energy consumption change in the region in terms of sub regional and economic sectoral level contributions hebei province and the chemical and smelting and rolling of metals industries were the most prominent contributors through this case study we situate the strengths and limitations of the two tiered attribution sda method and propose key policy suggestions and future research directions

firm ownership china s export related emissions and the responsibility issue abstract china s co 2 emissions and those embodied in its exports have been extensively studied one often neglected aspect is the prevalence of foreign invested enterprises fies in china s exports for which a substantial portion of benefits return to the investing countries in this paper we revisit china s export related co 2 emission responsibilities by viewing them from a new gross national income perspective using a recently developed environmental input output framework one which distinguishes firms by ownership and trade mode we find that china s co 2 emissions responsibility for each yuan of national income from fie exports is actually higher than that attributable to chinese owned enterprise coe exports the result has a somewhat surprising implication it suggests another source of conflict between china s and global interest in reducing co 2 emissions from a purely chinese as opposed to global standpoint a higher share of exports by coes rather than fies is favorable even though coes emit more co 2 when producing each unit of exports this finding should sound an additional warning to those who still think that global climate change mitigation can be effectively pursued by allocating country by country emissions responsibility

the effects of direct trade within china on regional and national co2 emissions curbing national carbon emissions and clarifying regional carbon reduction responsibility are two challenges faced by china both of which are influenced by interregional trade to exclude the influence of trade balance this paper proposes a methodology to parcel the pollution haven hypothesis into a multi regional input output model applies it to a longer time gap which is made up of two representative periods of chinese economy 1997 2002 and 2002 2007 and clarifies the provincial and sectoral contributions to national emissions we find that 1 embodied co2 emissions first remain relatively stable and then increase sharply for the two periods and the changing trends are mainly determined by the decreasing carbon intensity and the expanding trade scale respectively 2 with the secondary industry as the main contributor regional carbon spillover is mainly concentrated in the coastal provinces but it contributes to an increase of co2 emissions in the central and western regions 3 the coastal and inland provinces contribute to the increase of national carbon emissions through interregional imports and exports respectively but the pollution haven hypothesis is not obvious and is only observed in 2002

the carbon footprint of greek households 1995 2012 abstract the goal of this paper is twofold i to investigate the carbon footprint of greek households throughout the period 1995 2012 in order to identify the main socio economic factors that affect ghg emissions and ii to evaluate the effectiveness of the implemented policies to tackle climate change in this a consumption based emissions inventory approach is applied the analysis is based on an environmentally extended input output model including direct co2 emissions from households indirect co2 emissions from electricity consumption and indirect co2 emissions from energy used in the production of goods and services purchased by households domestic or imported statistical analysis and appropriate regression models were developed in order to identify the main factors influencing the carbon footprint of greek households the results indicate that the observed trends during the period 1995 2008 can be attributed to the effect of high economic growth this trend is partially counterbalanced by favorable weather conditions and the implementation of greenhouse mitigation policies and measures mainly in the supply side since 2008 the shrinking household income is the dominant driver in addition the effectiveness of energy conservation policies and measures in place is rather low while the effect of imports is limited

driving factors of carbon embodied in china s provincial exports in this paper we use the multi regional input output model mrio and logarithm mean divisia index approach to analyze the changes in china s carbon embodied in exports cee at the national and provincial levels the results indicate that the total cee and the cee of 17 provinces including all eastern provinces decreased between 2007 and 2010 the largest decrease in total cee is caused by an input structural effect which decreases the cee of most of the provinces the technique effect arising from changes in provincial carbon intensities causes the second largest decrease in total cee and it effectively reduces the cee of most of the provinces especially the eastern provinces changes in the export composition of most of the provinces also decrease the provincial cee a change in the provincial distribution of exports decreases the cee in 11 provinces on the one hand and increases the cee in 19 provinces on the other hand a change in export volume increases the cee of each province and the whole country but its total effect is evidently lower than the input structural effect and the technique effect c 2015 elsevier b v all rights reserved

input output analysis of co2 emissions embodied in trade competitive versus non competitive imports energy related co2 emissions embodied in international trade have been widely studied by researchers using the environmental input output framework in the literature two different approaches to deal with emissions embodied in a country s imports can be found one of the approaches is based on the assumption of competitive imports while the other is based on the assumption of non competitive imports we show that the implications of the results obtained using different imports assumptions are not the same the approach using the competitive imports assumption gives estimates larger than those obtained using the non competitive import assumption the differences between the two embodiment estimates come from the transition of embodied emissions in china s imports for intermediate consumption to those in china s exports this explains why relatively high estimates of co2 emissions embodied in china s exports are reported in several recent studies appearing in energy policy

emergy network analysis of chinese sectoral ecological sustainability abstract ecological sustainability of the chinese economy is vital for china as well as for the world by integrating environmental input output analysis emergy theory and a complex network model into one framework this paper explores chinese sectoral ecological sustainability with the most recent 2012 input output table the results show that there are significant differences in emergy intensities among sectors the non metal mining sector is the most emergy intensive sector at 6 06e 17 sej 10000 yuan followed by the metal mining sector additionally output connections have a positive impact on the emergy yield ratio input connections exert a negative impact on the emergy yield ratio and pagerank centrality has a positive effect on the environmental loading ratio this paper updates the chinese sectoral emergy assessment identifies key sectors in the chinese ecological network and analyzes the impact of network indicators on sectoral emergy performance these analyses will be useful in updating the guide for adjusting industrial structure in china

the driving forces of china s energy use from 1992 to 2010 an empirical study of input output and structural decomposition analysis abstract the energy consumption in china has accelerated since the early 2000s and china became the largest energy consumer in the world by 2010 to examine the driving forces of china s energy use this paper conducts a structural decomposition analysis based on hybrid input output tables in addition we describe the framework of china s energy system by using two energy flow charts the results show that china s current energy use is investment led demand between 1992 and 2007 the three main final demand categories gross fixed capital formation household consumption and exports contributed approximately one third each to the changes of total energy use in china between 2007 and 2010 however three quarters of energy consumption changes came from investment activity only technological improvement saved approximately five percent of the total energy use annually during the periods of 1992 1997 1997 2002 and 2007 2010 in the period of 2002 2007 however its contribution dropped to only three percent p a due to the rise of the indirect energy requirement coefficient in the construction sector these results suggest that adjusting the final demand structure and improving energy efficiency further will meet china s energy challenges in the future

co2 emissions per value added in exports of china a comparison with usa based on generalized logarithmic mean divisia index decomposition abstract this study first analyzes co 2 emissions per value added epv in exports of china during 1995 2009 and compares it with that of usa second a generalized logarithmic mean divisia index glmdi method is proposed to decompose the epv gaps between china and usa into five effects this method generalizes existing lmdi methods and makes the multiplicative decomposition of a sum of several terms possible then attribution analysis on value added coefficient effect is conducted results show that aggregate epv of china s exports is 4 20 mt billion us dollars in 1995 which decreases to 2 48 in 2009 for usa it is 0 66 0 33 respectively epv of china s exports is several times greater than that of usa at sectoral level industrial sectors and transport sectors are top sectors with large epv in china s exports which corresponds to the case of usa epv gaps of the service sectors between china and usa have become increasingly prominent since 2000 decomposition results show that emission coefficients value added coefficients and input output structure are the main driving factors of the expanding epv gaps between china and usa attribution analysis on value added coefficient effect the fastest growing effect shows that electrical and optical sector has been the largest contributor to epv gaps between china and usa resulting from value added coefficient effect since 1998 and its effect sharply increases during 1995 2009 policy implications derived are finally discussed

input output analysis of co2 emissions embodied in trade the effects of sector aggregation abstract energy related co2 emissions embodied in international trade have been widely studied by researchers using the environmental input output analysis framework it is well known that both sector aggregation and spatial aggregation affect the results obtained in such studies with regard to the latter past studies are often conducted at the national level irrespective of country or economy size for a large economy with the needed data studies may be conducted at different levels of spatial aggregation we examine this problem analytically by extending the work of su et al su b huang h c ang b w zhou p 2010 input output analysis of co2 emissions embodied in trade the effects of sector aggregation energy economics 32 1 166 175 on sector aggregation we present a numerical example using the data of china and by dividing the country into eight regions it is found that the results are highly dependent on spatial aggregation our study shows that for a large country like china it is meaningful to look into the effect of spatial aggregation

structural path and decomposition analysis of aggregate embodied energy intensities in china 2012 2017 abstract the dependence of the economic development of a region on its energy consumption is a major challenge for developing countries the aggregate embodied energy intensity aei based on an input output framework reflects the interaction between regional economy and energy consumption driven by final demand studying the change in aei from the perspective of sector production and final demand can effectively control the source and trend of energy intensity change in order to control the growth of energy intensity however there is a relative lack of studies determining the causes of aei changes from the perspective of sectors and final demands this study attempted to identify the influencing factors of aei changes and establish an aei based environmental policy in china a multiplicative structural decomposition analysis and a structural path analysis were used to study the aei under conditions of different final demands sectors and transmission layers along with the factors influencing aei changes in china from 2012 to 2017 our results indicate that the final demand category of gross fixed capital formation made the largest contribution to aei changes in 2012 and 2017 and the multiplicative intensity factor significantly inhibited the decrease in aei among the sectors studied only a few were found to significantly affect the change in aei with s11 processing of petroleum coking and nuclear fuel s12 chemical industry and s14 smelting and rolling of metals being the key sectors that input high energy consumption products to other sectors

china s emissions embodied in exports how regional and trade heterogeneity matter abstract trade facilitates the shifts of emissions from one place to another although studies have shown that regionally disaggregated model and model that distinguishes processing exports at national level are necessary to estimate the embodied emissions in china s exports no study evaluates this issue by simultaneously taking both regional and trade heterogeneity into account to fill this gap we re estimate the co2 emissions embodied in china s exports at both regional and industrial level by using the newly developed inter regional input output iriop model that distinguishes processing trade from other trade at regional level results show that comparing to the iriop model the traditional multi regional input output mrio model has overestimated the environmental loss from exports by 14 25 in 2002 and 7 20 in 2012 for different regions the largest bias is found in regions and industries with the highest processing export shares therefore the iriop model gives more accurate accounting on the regional environmental loss due to national exports and thus is important for establishing effective emission mitigation policies

can an emission trading scheme promote the withdrawal of outdated capacity in energy intensive sectors a case study on china s iron and steel industry abstract outdated capacity and substantial potential for energy conservation are the two main features of energy intensive sectors in developing countries such countries also seek to implement market based options to further control domestic carbon emissions as well as to promote the withdrawal of outdated capacity and upgrade production level this paper presents a quantitative assessment of the emission trading scheme ets for china s iron and steel industry the diverse array of normal and outdated capacities was modeled in a two country three good partial equilibrium model simulation results show that the abatement potential can be underestimated if the energy saving effects that result from emission abatement are not considered in the scenario analysis we demonstrated that the free allocation of allowances can cause a competitiveness distortion among domestic normal and outdated capacities given the government s intention to promote outdated capacity withdrawal and production level upgrading an output based allocation approach is strongly suggested for china s iron and steel sector

the roles of reputation and transparency on the behavior of biased experts we analyze situations in which an expert is biased toward some decision but cares also about his reputation in the market for experts the information the expert reveals decreases as his bias moves toward stronger preference for the status quo we show that it is optimal to publicly disclose both the expert s contribution and his identity surprisingly revealing the intensity of the expert s bias doesn t always improve the information he reveals in equilibrium the presence of a second expert raises the first expert s incentives to report truthfully when reports are public but reduces them when they are secret in particular having an option to call another expert may be detrimental in terms of information production if reports are not public finally sequential consultation of experts reduces the information obtained when reports are public but raises it when they are secret

is energy efficiency a driver or an inhibitor of energy consumption changes in spain two decomposition approaches abstract the 2000 2008 expansion period of the economy was accompanied by an important increase of energy consumption the desire of decoupling has led us to analyse the driving forces behind the energy consumption changes during this expansion period through a structural decomposition analysis sda based on the spanish input output tables previous decomposition has been supplemented by a logarithmic mean divisia index lmdi analysis of the energy consumption changes during a longer period 2000 2013 the results show that the energy intensity was the main inhibitor effect of the energy consumption changes of sectors of production not only during the recession but also during the expansion period secondly the energy intensity was a driver of the energy consumption change of households during the expansion period however during the recession period the energy intensity of private transport contributed to reducing energy consumption having an inhibitor effect therefore if the activity effect is still the most important driver the energy intensity effect has become the main inhibitor of energy consumption changes the energy policy recommendation is to focus on household energy consumption in the future if the spanish government aims to attain the eu energy efficiency objectives

testing the buchanan wagner hypothesis european evidence from panel unit root and cointegration tests according to the buchanan wagnerhypothesis public deficits reduce theperceived price of public goods to thecurrent generation of voters who in turn increase the demands for such socialservices several recent studies haveattempted to test this proposition in thispaper we apply modern time seriestechniques organized around panel unit rootand panel cointegration to draw sharperconclusions from the short time series thatare typically available we find that thereis a long run positive relationship betweengovernment spending and government deficitsfor each country individually as well asfor the panel as a whole this providessupport for the bw hypothesis we alsoanalyze the implications for the relativeproductivity performance of the public andprivate sector the existence of scaleeconomies in the provision of publicservices as well as the extent of crowdingout effects

information transmission when the sender s preferences are uncertain abstract in deciding on the magnitude of a certain action say investment a decision maker relies on the report of an informed and interested expert who can suppress favorable information the main departure from the related literature is that the decision maker is uncertain as to whether the expert is of a type that wants to minimize the magnitude of the action or to maximize it the unique equilibrium outcome is fully characterized by a threshold level of favorable information if the information is more favorable than that threshold level and if the expert is of the type that wants to maximize the magnitude of the action the information is fully revealed in all other cases the expert report less favorable information and the equilibrium inference is that in expectation the actual information is just as favorable as the threshold level

multiplicative structural decomposition analysis of aggregate embodied energy and emission intensities abstract aggregate intensity indicators such as the ratio of a country s energy and emissions to its gdp are often used by researchers and policymakers to study energy and environmental performance this paper analyzes the relationship between energy or emissions and value added or gdp from a different viewpoint namely from the demand rather than the production perspective using the input output i o framework the aggregate embodied intensity aei defined as the ratio of embodied energy or emissions to embodied value added can be defined at the aggregate final demand category and sectoral levels the total aggregate intensity can be presented as a weighted sum of the aeis at the final demand category or sectoral level changes of the aei at different levels can be decomposed to identify the driving forces using multiplicative sda a study using the latest 2007 and 2012 datasets of china indicates that a its aggregate intensity of co 2 emissions was mainly determined by the aei in investment and b the emission intensity effect generally contributed the most to the aei ratio changes at different levels the proposed framework can be applied to other aggregate intensity indicators and extended to multi country region analysis

temporal change of china s pollution terms of trade and its determinants abstract based on the world input output database wiod this study employed a revised pollution terms of trade ptt indicator to investigate the temporal change of china s environmental cost relative to its economic gains from international trade from 1995 to 2009 the results show that china has ptt larger than 1 indicating that china emits more emissions to obtain each unit of value added from exports than its trade partners over the period china s ptt first decreased from 1995 to 2001 and then increased from 2001 to 2009 the further decompositions show that improving technology is the leading driving force to decrease ptt while the change in global trade pattern is the leading force increasing ptt especially after 2001 we further decomposed the temporal change of china s ptt by income group of the trading partners the results show that the change in the global trade pattern is the crucial driving force behind the different changes of ptt by income group

what drive the changes in china s energy consumption and intensity during 12th five year plan period abstract during the 12th five year plan period 2011 2015 the chinese government has released a series of energy conservation plans to launch and deepen the transition in the energy use particularly the dual control of the energy consumption and energy intensity was firstly emphasized this paper intends to explore the targeted and effective energy policy implications through investigating the drivers of changes in energy consumption intensity of china during the 12th five year plan period under the input output framework the embodied energy consumptions intensities by final demand category were estimated at aggregate sector level and the total energy consumption intensity was decomposed using the additive multiplicative structural decomposition analysis among the final demand categories china s energy consumption intensity was mainly contributed by the investment followed by the household consumption according to the sda results china s total energy consumption increased by 28 8 of which the energy intensity effect and the investment effect were the most retardant and accelerator respectively at the same time china s total aggregate energy intensity decreased by 16 0 of which the energy intensity effect and the household consumption effect were the most retardant and accelerator respectively in detail the key sectors with respect to the critical effects were picked out above all policy implications are discussed for achieving the energy goals during the 13th five year plan period and launching the energy revolution during the 14th five year plan period

investigating multi regional cross industrial linkage based on sustainability assessment and sensitivity analysis a case of construction industry in china abstract construction industry is one of the most energy intensive industries and its output value plays a vital role in economic growth of china it s expected to be valuable to investigate its sustainability and improvement paths under the background of environment friendly and conservation minded development at first we adopted a non radial data envelopment analysis incorporating both natural and managerial disposability to study regional differences regards comprehensive performance of construction industry in china and then a multi regional cross industrial linkage analysis was carried out embodiment in the sustainable assessment and sensitivity analysis based on the ghosh model accordingly we intended to provide a systematic relational network focusing on the key provinces and industries which play important roles in improving the comprehensive performance of construction industry in detail hebei shanghai hubei yunnan and gansu were found to be the most inefficient on account of the results from sustainable assessment in 2007 in accordance with the results from the sensitivity analysis based on the regional input output model the adjustment of rationing in mining processing of ores manufacture of non metallic mineral products and smelting pressing of metals will effectively increase the comprehensive performance of construction industry in the above mentioned provinces emphatically the method integration used in this study which could also be applied in other sectors and countries is a new try to study an industry from the multi regional and cross industrial perspective

revisiting drivers of energy intensity in china during 1997 2007 a structural decomposition analysis the decline of china s energy intensity slowed since 2000 during 2002 2005 it actually increased reversing the long term trend therefore it is important to identify drivers of the fluctuation of energy intensity we use input output structural decomposition analysis to investigate the contributions of changes in energy mix sectoral energy efficiency production structure final demand structure and final demand category composition to china s energy intensity fluctuation during 1997 2007 we include household energy consumption in the study by closing the input output model with respect to households results show that sectoral energy efficiency improvements contribute the most to the energy intensity decline during 1997 2007 the increase in china s energy intensity during 2002 2007 is instead explained by changes in final demand composition and production structure changes in final demand composition are mainly due to increasing share of exports while changes in production structure mainly arise from the shift of chinese economy to more energy intensive industries changes in energy mix and final demand structure contribute little to china s energy intensity fluctuation from the consumption perspective growing exports of energy intensive products and increasing infrastructure demands explain the majority of energy intensity increase during 2002 2007

input output and structural decomposition analysis of singapore s carbon emissions singapore is an island city state it lacks conventional energy resources and is alternative energy disadvantaged in the past decade 2000 2010 its energy related carbon emissions increased from 37 8 to 44 4 million tonnes of co2 this paper analyses the city state s carbon emissions from the demand perspective using the input output i o method and investigate the drivers of emission changes using structural decomposition analysis sda it is the first comprehensive analysis of singapore s emissions using the i o framework the results obtained show that exports accounted for nearly two thirds of its total emissions and growth in its emissions in the last decade was largely export driven emissions increased as export oriented industries and export volume expanded fuel switching and energy efficiency however helped to lower growth in emissions besides exports household related emissions accounted for about a quarter of singapore s total emissions the emissions related to different household groups remained fairly stable as increases in embodied indirect emissions were offset by decreases in direct emissions the high income household group registered the largest increase in direct emissions while the middle income household group registered the largest increase in embodied emissions the policy implications of our findings are discussed

bi lateral co2 emissions embodied in australia china trade abstract this paper quantifies the co 2 emissions embodied in bi lateral trade between australia and china using a sectoral input output model the results revealed 1 that china performs lower than australia in clean technology in the primary manufacturing energy sectors due to their overuse of coal and inefficient sectoral production processes and 2 that china had a 30 94 mt surplus of bi lateral co 2 emissions in 2010 2011 and 3 overall global emissions were reduced by 20 19 mt through australia china trade in 2010 2011 the result indicates that the greater the energy efficient a country among the trading partners the lower will be the overall global co 2 emissions global emissions decreased mainly because china consumed australian primary products rather than producing them australia is an energy efficient producer of primary products relative to china the bilateral trade compositions and trade volume played an important role in lowering global emissions and therefore one can view proposed china australia free trade agreement positively in reducing global emissions however for the sustainable development china should strengthen clean energy use and both countries should adopt measures to create an emission trading scheme in order to avoid protectionism in the form of future border price adjustments

impact of inter sectoral trade on national and global co2 emissions an empirical analysis of china and us abstract this paper attempts to discuss the co2 emissions embodied in sino us international trade using a sector approach based on an input output model established in this study we quantify the impact of sino us international trade on national and global co2 emissions our initial findings reveal that in 2005 the us reduced 190 13 mt co2 emissions through the consumption of imported goods from china while increasing global co2 emissions by about 515 25 mt similarly china reduced 178 62 mt co2 emissions through the consumption of us goods while reducing global co2 emissions by 129 93 mt sino us international trade increased global co2 emissions by 385 32 mt as a whole of which the chemical fabricated metal products non metallic mineral products and transportation equipment sectors contributed an 86 71 share therefore we suggest that accelerating the adjustment of china s trade structure and export of us advanced technologies and experience related to clean production and energy efficiency to china as the way to reduce the negative impact of sino us trade on national and global co2 emissions this behavior should take into account the processing and manufacturing industries as a priority especially the chemical fabricated metal products non metallic mineral products and transportation equipment sectors

relying on the information of interested parties we investigate the conventional wisdom that competition among interested parties attempting to influence a decisionmaker by providing verifiable information elicits all relevant information we find that if the decisionmaker is strategically sophisticated and well informed about the relevant variables and about the preferences of the interested party or parties competition may be unnecessary to achieve this result if the decisionmaker is unsophisticated or not well informed competition is not generally sufficient if the interested parties interests are sufficiently opposed however or if the decisionmaker is seeking to advance the parties welfare then competition can reduce or even eliminate the decisionmaker s need for prior knowledge about the relevant variables and for strategic sophistication in other settings only the combination of competition among information providers and a sophisticated skepticism is sufficient to allow effective decisionmaking

imbalance of carbon emissions embodied in the us japan trade temporal change and driving factors abstract in us japan trade japan ran both economic export surplus and export co2 emission surplus with the us positive net monetary exports for japan were actually a kind of economic losses of the us while positive net export co2 emissions or net co2 emissions embodied in us japan trade were regarded as pollution transfer from u s to japan however due to lack of unified measurement units and standards between the two research fields it is difficult to directly assess whether positive effects of u s via carbon transfer outweigh negative effects caused by economic losses the study transforms absolute values of net monetary exports and net export co2 emissions from 2000 to 2011 in us japan trade into two ratios the ratio of net monetary exports to gdp of u s and the ratio of net embodied co2 emissions to total co2 emissions of the us by comparison the result shows that on average net monetary exports between u s and japan accounted for 0 45 of american gdp while ratio of net export emissions to aggregate consumption based co2 emissions of u s kept about 0 20 during the research period concerned which indicated that negative effects of economic losses in u s outweighed positive effects via carbon transfer in us japan trade furthermore a structural analysis of co2 emissions embodied in us japan trade during the 11 years is given the most significant driver was emission coefficients defined as co2 emissions per unit of energy consumption the driving force of emission coefficients led to dramatic reduction in co2 flows from japan to the us and thus caused decrease of net export emissions which also explained the major reason for the low ratio of export emissions to total co2 emissions of the us finally according to sectoral distributions of co2 flows between japan and the us emission sources of two countries presented different characteristics

secrecy two sided bias and the value of evidence abstract we provide necessary and sufficient conditions on players preferences for a verifiable message game to possess a separating equilibrium and or a pooling equilibrium as well as sufficient conditions for every equilibrium of such a game to be pooling we also characterize all nonseparating equilibria and use this property to show that less information might be conveyed in any equilibrium of a verifiable message game than in some equilibrium of the cheap talk game with the same parameters

the impacts of carbon pricing on coastal megacities a cge analysis of singapore abstract pricing carbon is a widely used policy instrument for climate change mitigation quantitative analysis of carbon pricing are mainly conducted at the regional and national level rarely at the city level due to data availability as a representative of coastal megacities that are vulnerable to both climate change and climate policies singapore has announced to impose carbon tax on large direct emitters as a complementary mitigation option to technical measures a city level computable general equilibrium cge model is developed to simulate potential impacts of carbon pricing on the city including paying border carbon adjustment bca on exports or introducing a domestic carbon tax different sector coverages and carbon tax revenue recycling schemes are investigated for domestic carbon tax the simulation results show that a domestic carbon tax is a more cost effective option than paying bca given an identical carbon price at s 10 t co 2 gdp total exports and household consumption would decline less and average abatement cost is much smaller in the carbon tax scenarios compared to the bca scenario in terms of absolute emissions reduction a carbon tax that covers energy manufacturing and land transport sectors would be preferred making emissions around 2 7 lower than 2010 baseline level