the heterogeneous dependence between global crude oil and chinese commodity futures markets evidence from quantile regression this paper explores the dependence between global crude oil and chinese commodity futures markets across different quantiles of the return distributions based on weekly data from 11 june 2004 to 7

socio geographic perception in the diffusion of innovation solar energy technology in sri lanka abstract understandings of the diffusion process have tended to emphasize either the adoption perspective which focuses on individual characteristics or the market perspective which focuses on institutional context in this paper we bring these two perspectives together by recognizing that people are embedded in socio geographic contexts that affect their perceptions of their situations which in turn shape the innovativeness of individuals and places focusing on the diffusion of solar home systems shs in sri lanka we explore the role of context at the village by comparing adoption rates among villages and individual by comparing time to adoption among household decision makers in a case study village scales at the village scale we find that expectations of government policy based on interactions related to ethnicity and politicians previous power grid connection promises are significant drivers of shs adoption along with perceived tolerance levels in the village for non conformist behavior among household decision makers within the case study village we analyze relative adoption time and the duration of the innovation decision process and find that perceiving strong village level social control inhibits shs adoption decision making the results add to innovation diffusion theory and provide policy recommendations for agencies promoting solar energy in developing countries

individual and collective socio psychological patterns of photovoltaic investment under diverging policy regimes of austria and italy abstract photovoltaic policies show the primary effect of encouraging photovoltaic investments but also secondary effects of crowding in out individuals with specific socio psychological patterns to enhance our understanding of such crowding effects we investigated two comparative study cases with contrasting state support for photovoltaic investments high financial support in the province of bolzano south tyrol italy versus lower financial support in the province of styria austria we surveyed individual and collective investors and as a control group households who had not invested in photovoltaics at the time of data collection we first compared crowding effects of diverging pv policies and afterwards individual and collective socio psychological patterns to grasp their role for photovoltaic adoption in general protecting the environment was found to be the strongest driver for photovoltaic investments generous state support in italy widened demographics crowded in economic considerations and persons with an anthropocentric relationship towards nature however italy s high incentivized photovoltaic policy crowded out the motivations for collective energy projects and could not sufficiently encourage a sustainable diffusion of photovoltaics as investments collapsed once state funding was stopped

dynamic spillover effects among crude oil precious metal and agricultural commodity futures markets abstract this paper examines spillover effects among six commodity futures markets gold silver west texas intermediate crude oil corn wheat and rice by employing the multivariate deco garch model and the spillover index specifically we investigate the dynamics of return and volatility spillover indices to reveal the intensity and direction of transmission during the recent global financial and european sovereign debt crises our empirical results are as follows first we estimate a positive equicorrelation between commodity futures market returns and find that it increased sharply during the crises this effect can persist during periods of economic and financial turmoil diminishing the benefits of international portfolio diversification for investors second we identify bidirectional return and volatility spillovers across commodity futures markets and find more pronounced trends in their levels in the post crisis period this indicates the strong impact of spillovers during crisis periods third both gold and silver are information transmitters to other commodity futures markets while the remaining four commodity futures investigated were receivers of spillovers during recent periods of financial stress finally we analyse the optimal portfolio weights and time varying hedge ratios between metal and other commodities futures markets overall our findings provide new insights into channels of information transmission which may improve investment decisions and inform portfolio investors trading strategies

the impact of global oil price shocks on china s bulk commodity markets and fundamental industries this paper investigated the reaction of aggregate commodity market to oil price shocks and also explored the effects of oil price shocks on china s fundamental industries metals petrochemicals grains and oilfats we separated the volatilities of oil price into expected unexpected and negatively expected categories to identify how oil prices influence bulk commodity markets we contrasted the results between different periods and among classified indices in order to discover the significant changes in recent years and the differences at an industry level our results indicate that the aggregate commodity market was affected by both expected and unexpected oil price volatilities in china the impact of unexpected oil price volatilities became more complex after 2007 the metals and grains indices did not significantly respond to the expected volatility in oil prices in contrast to the petrochemicals and oilfats indices these results not only contribute to advancing the existing literature but also merit particular attention from policy makers and market investors in china

how to effectively stabilize china s commodity price fluctuations abstract the bulk commodities are basic goods and their price fluctuations are directly related to the stability of a country s macro economy investigating the main driving forces of the commodity price fluctuations is the key to stabilizing the macro economy ignoring the objective facts that there are a large number of nonlinear relationships between economic variables most of the existing scholars use the linear models to commodity price fluctuations to compensate for the shortcomings of existing research this paper uses the nonparametric additive regression model with data driven features to investigate the main driving forces of china s commodity price fluctuations the results show that exchange rate has an early promotion late inhibition inverse u shaped nonlinear effect on commodity price fluctuations because the renminbi appreciates in the early stages but depreciates in the later stages the nonlinear impact of the real economy also appears an inverted u shaped pattern due to the changes in growth mode of the real economy similarly international oil price produces an inverted u shaped nonlinear effect owing to the rise in international oil prices in the early stages and the decline in the later stages however the money supply has an early inhibition late promotion positive u shaped nonlinear effect on commodity prices therefore government departments should formulate targeted policies over time to effectively stabilize china s commodity prices

oil and gas markets in the uk evidence from a cointegrating approach the paper examines the relationship between uk wholesale gas prices and the brent oil price over the period 1996 2003 in order to investigate whether oil and gas prices decoupled during this period as orthodox gas market liberalisation theory suggests tests for unit roots and cointegration are carried out and it is discovered that a long run equilibrium relationship between uk gas and oil prices exists moreover this relationship pre dates the opening of the uk mainland europe interconnector following a recursive methodology hansen h and johansen s 1999 some tests for parameter constancy in cointegrated var models econometrics journal 2 306 333 it was found that the cointegrating relationship is present throughout the sample period however the long run solutions seem to be more volatile evidence is provided that the short run relationship is linear and impulse response functions are used to examine the effects that a shock in oil would have on gas these findings do not support the assumption that gas prices and oil prices decouple

oil price shocks and their short and long term effects on the chinese economy a considerable body of economic literature shows the adverse economic impacts of oil price shocks for the developed economies however there has been a lack of empirical study of this kind on china and other developing countries this paper attempts to fill this gap by answering how and to what extent oil price shocks impact china s economy emphasizing on the price transmission mechanisms to that end we develop a structural vector auto regressive model our results show that an oil price increase negatively affects output and investment but positively affects inflation rate and interest rate however with the differentiated price control policies for materials and intermediates on the one hand and final products on the other hand in china the impact on real economy represented by real output and real investment lasts much longer than that to price monetary variables our decomposition results also show that the short term impact namely output decrease induced by the cut of capacity utilization rate is greater in the first one to two years but the portion of the long term impact defined as the impact realized through an investment change increases steadily and exceeds that of short term impact at the end of the second year afterwards the long term impact dominates and maintains for quite some time

peer effects in the diffusion of solar photovoltaic panels social interaction peer effects are recognized as a potentially important factor in the diffusion of new products in the case of environmentally friendly goods or technologies both marketers and policy makers are interested in the presence of causal peer effects as social spillovers can be used to expedite adoption we provide a methodology for the simple straightforward identification of peer effects with sufficiently rich data avoiding the biases that occur with traditional fixed effects estimation when using the past installed base of consumers in the reference group we study the diffusion of solar photovoltaic panels in california and find that at the average number of owner occupied homes in a zip code an additional installation increases the probability of an adoption in the zip code by 0 78 percentage points our results provide valuable guidance to marketers designing strategies to increase referrals and reduce customer acquisition costs they also provide insights into the diffusion process of environmentally friendly technologies

the structure and degree of dependence a quantile regression approach abstract the copula function defines the degree of dependence and the structure of dependence this paper proposes an alternative framework to decompose the dependence using quantile regression we demonstrate that the methodology provides a detailed picture of dependence including asymmetric and non linear relationships in addition changes in the degree or structure of dependence can be modeled and tested for each quantile of the distribution the empirical part applies the framework to three different sets of financial time series and demonstrates substantial differences in dependence patterns among asset classes and through time the analysis of 54 global equity markets shows that detailed information about the structure of dependence is crucial to adequately assess the benefits of diversification in normal times and crisis times

modelling asymmetric volatility in oil prices under structural breaks abstract this paper shows that accounting for endogenously determined structural breaks within an asymmetric garch model reduces volatility persistence in oil prices more importantly we find that both good and bad news have significantly more impact on volatility if structural breaks are accounted for in a model thus previous studies have significantly underestimated the impact of news on volatility as they have inadvertently ignored these structural breaks in volatility our empirical results suggest that it is best to include both asymmetric effects and structural breaks in a garch model to accurately estimate oil price volatility dynamics our results have important practical implications not only for option valuation and hedging decisions but also have major consequences for broader financial markets the energy industry and the overall economy

a general analysis of the output effect under third degree price discrimination ever since pigou s i929 classic work economists have been in widespread agreement that any theoretical analysis of the problems of price discrimination must address itself to the question of whether total output is greater or less in simple monopoly than it is in third degree price discrimination more than 50 years ago joan robinson i933 advanced the local adjusted concavity criterion to answer this question robinson considered a monopoly selling in two sub markets and advanced two fundamental propositions a if the more elastic demand curve is concave and the less elastic curve is a straight line or is convex then the total output will be greater under discrimination than under simple monopoly p i93 b if both curves are strictly concave or convex output under discrimination will be greater less than the simple monopoly output according to whether the adjusted concavity is smaller for the more less elastic demand curve p

metal volatility in presence of oil and interest rate shocks abstract this study uses three two factor volatility models of the garch family to examine the volatility behavior of three strategic commodities gold silver and copper in the presence of crude oil and interest rate shocks the results of the standard garch models suggest that gold and silver have almost the same volatility persistence which is greater than that of copper the cgarch estimates indicate that the short run transitory component of volatility converges to zero much faster for copper than for gold and silver in this sequence however the permanent volatility component demonstrates equally strong persistence in the long run for all three metals the egarch results suggest that the leverage effect is present and significant for copper only implying that gold and silver can be good investment in anticipation of bad times past oil shock does not impact all three metals similarly monetary policy and to leaser extent the oil shocks have calming effects on precious metals but not on copper if the t bill rate is used crises such as the 2003 iraq war heighten metal volatility these results have implications for derivatives valuations using gold as a reserve asset risk analysis and for the commodity exporting countries and commodity producing firms

oil price shocks and european industries abstract we investigate the impact of oil price shocks at the industry level in the euro area for the period 1983 2007 we use different oil price specifications and use dynamic var models and multivariate regression to investigate how 38 different industries respond to oil price shocks we pay specific attention to the asymmetry of the industries responses regarding oil price increases and decreases we find that the impact of oil price shocks substantially differs along the different industries we find that the significance of this result also differs along the various oil price specifications the results are quite robust to the way in which we model the problem

motives to adopt renewable electricity technologies evidence from sweden the diffusion of renewable electricity technologies rets has to speed up for countries to reach their often ambitious targets for renewable energy generation this requires a large number of actors including individuals companies and other organizations to adopt rets policies will most likely be needed to induce adoption but there is limited knowledge about what motivates ret adoption the purpose of this paper is to complement and expand the available empirical evidence regarding motives to adopt rets through a survey to over 600 ret adopters in sweden the main finding of the study is that there are many different motives to adopt rets and that ret adopters are a heterogeneous group with regard to motives although environmental concerns interest in the technology access to an re resource and prospects to generate economic revenues are important motives in general adopters differ with regard to how large importance they attach to the same motive and each adopter can also have several different motives to adopt there are also differences in motives between adopter categories especially independent power producers vs individuals and diversified companies and between rets especially wind power vs solar power this implies that a variety of policy instruments might be needed to induce further adoption of a variety of rets by a variety of adopter categories

a new product growth for model consumer durables this article originally appeared in management science january 1969 volume 15 number 5 pp 215 227 published by the institute of management sciences a growth model for the timing of initial purchase of new products is developed and tested empirically against data for eleven consumer durables the basic assumption of the model is that the timing of a consumer s initial purchase is related to the number of previous buyers a behavioral rationale for the model is offered in terms of innovative and imitative behavior the model yields good predictions of the sales peak and the timing of the peak when applied to historical data a long range forecast is developed for the sales of color television sets

the effects of oil price shocks on the iranian economy abstract the iranian economy is highly vulnerable to oil price fluctuations this paper analyzes the dynamic relationship between oil price shocks and major macroeconomic variables in iran by applying a var approach the study points out the asymmetric effects of oil price shocks for instance positive as well as negative oil price shocks significantly increase inflation we find a strong positive relationship between positive oil price changes and industrial output growth unexpectedly we can only identify a marginal impact of oil price fluctuations on real government expenditures furthermore we observe the dutch disease syndrome through significant real effective exchange rate appreciation

motivators for adoption of photovoltaic systems at grid parity a case study from southern germany in some countries photovoltaic pv technology is at a stage of development at which it can compete with conventional electricity sources in terms of electricity generation costs i e grid parity a case in point is germany where the pv market has reached a mature stage the policy support has scaled down and the diffusion rate of pv systems has declined this development raises a fundamental question what are the motives to adopt pv systems at grid parity the point of departure for the relevant literature has been on the impact of policy support adopters and recently local solar companies however less attention has been paid to the motivators for adoption at grid parity this paper presents an in depth analysis of the diffusion of pv systems explaining the impact of policy measures adopters and system suppliers anchored in an extensive and exploratory case study in germany we provide a context specific explanation to the motivations to adopt pv systems at grid parity

monopoly price discrimination and demand curvature this paper presents a general analysis of the eects of monopolistic third degree price discrimination on welfare and output when all markets are served su cient conditions involving straightforward comparisons of the curvatures of the direct and inverse demand functions in the dierent mar kets are presented for discrimination to have negative or positive eects on

enabling diffusion how complementary inputs moderate the response to environmental policy abstract while policies encouraging diffusion of new technologies provide incentives for adopting the focal good they typically ignore the ecosystem of complementary goods and services based on existing literature on indirect network effects we argue that when there is less availability of complementary goods policies have a smaller impact on diffusion using a natural experiment based on the establishment of state level solar carve out policies we demonstrate that solar power installations increased substantially more after the policy in cities where a critical complementary good qualified installers was more available

analyzing the functional dynamics of technological innovation systems a scheme of analysis various researchers and policy analysts have made empirical studies of innovation systems in order to understand their current structure and trace their dynamics however policy makers often experience difficulties in extracting practical guidelines from studies of this kind in this paper we operationalize our previous work on a functional approach to analyzing innovation system dynamics into a practical scheme of analysis for policy makers the scheme is based on previous literature and our own experience in developing and applying functional thinking it can be used by policy makers not only to identify the key policy issues but also to set policy goals

oil price volatility and stock returns in the g7 economies this study examines the relationship between oil price volatility and stock returns in the g7 economies canada france germany italy japan the uk and the us using monthly data for the period 1970 to 2014 in order to measure oil volatility we consider alternative specifications for oil prices world nominal and real prices we estimate a vector autoregressive model with the following variables interest rates economic activity stock returns and oil price volatility taking into account the structural break in the year 1986 we find a negative response of g7 stock markets to an increase in oil price volatility results also indicate that world oil price volatility is generally more significant for stock markets than the national oil price volatility

the impact of attribute preferences on adoption timing the case of photo voltaic pv solar cells for household electricity generation we are concerned with micro generation individual households generating electricity using a renewable technology we focus on modeling the adoption probability of photo voltaic solar panels by households using data from ontario canada where a generous feed in tariff is available to households generating electricity from solar panels we measure household level preferences for panels and use these preferences along with household characteristics to predict adoption time intentions we use discrete choice experiments to measure household level preferences and establish a causal link between the attributes of the technology and adoption time intentions using discrete time survival mixture analysis significant preferences included lower cost greater energy savings and lower fossil fuel inflation the conditional hazard probability of adoption at a particular time given no previous adoption showed that the attribute preferences had intuitively reasonable effects the hazard probabilities allow us to compute the cumulative probability of adoption over a 10 year period per household technology awareness has a significant effect on the adoption probability reinforcing the need for effective education our approach indicates the level of heterogeneity in preferences particularly high for investment criteria and co2 emissions these findings suggest that education campaigns should explain more about investment criteria feed in tariffs and environmental effects

oil price shocks and stock market returns evidence for some european countries abstract in this paper we examine the impact of oil price shocks on stock returns in 12 oil importing european economies using vector autoregressive var and vector error correction models vecm for the period 1973 02 2011 12 we propose an alternative oil price shock specification that takes into account both world oil production and world oil prices in order to disentangle oil supply and oil demand shocks we find that the response of the european real stock returns to an oil price shock may differ greatly depending on the underlying causes of the oil price change the results suggest the existence of a negative and significant impact of oil price changes on most european stock market returns furthermore we find that stock market returns are mostly driven by oil supply shocks

oil price dynamics 2002 2006 abstract oil price dynamics during 2002 2006 have been characterized by high volatility high intensity jumps and strong upward drift and were concomitant with underlying fundamentals of oil markets and world economy namely pressure on oil prices resulting from rigid crude oil supply and expanding world demand for crude oil a change in the oil price process parameters would require a change in underlying fundamentals market expectations extracted from call and put option prices anticipated no change in underlying fundamentals in the short term markets expected oil prices to remain volatile and jumpy and with higher probabilities to rise rather than fall above the expected mean

relationships between oil price shocks and stock market an empirical analysis from china this paper investigates the interactive relationships between oil price shocks and chinese stock market using multivariate vector auto regression oil price shocks do not show statistically significant impact on the real stock returns of most chinese stock market indices except for manufacturing index and some oil companies some important oil price shocks depress oil company stock prices increase in oil volatility may increase the speculations in mining index and petrochemicals index which raise their stock returns both the world oil price shocks and china oil price shocks can explain much more than interest rates for manufacturing index

price discrimination and social welfare studies the effect of price discrimination on social welfare using methods from duality theory features of the reservation model presented quasi linear utility and consumers surplus upper and lower bounds on welfare change bounds on welfare change with optimal price discrimination from ebsco

global financial crisis and dependence risk analysis of sector portfolios a vine copula approach we use regular vine r vine canonical vine c vine and drawable vine d vine copulas to examine the dependence risk characteristics of three 20 stock portfolios from the retail manufacturing and gold mining equity sectors of the australian market in periods before during and after the 2008 2009 global financial crisis gfc our results indicate that the retail portfolio is less risky than the manufacturing counterpart in the crisis period while the gold mining portfolio is less risky than both the retail and manufacturing sector portfolios both the retail and gold stocks display a higher propensity to yield positively skewed returns in the crisis periods contrary to the manufacturing stocks the r vine is found to best capture the multivariate dependence structure of the stocks in the retail and gold mining portfolios while the d vine does it for the manufacturing stock portfolio these findings could be used to develop dependence risk and investment risk adjusted strategies for investment rebalancing and hedging which more adequately account for the downside risk in various market conditions

global oil prices macroeconomic fundamentals and china s commodity sector comovements abstract this paper investigates the common movements of commodity sectors in china as well as the economic underpinnings of the comovements we employ a bayesian dynamic latent factor model to disentangle the common and idiosyncratic sector specific factors of the prices of a group of china s commodity sectors petrochemicals grains energy non ferrous metals oils fats and softs the results indicate that the common factor accounts for a significant portion of the fluctuations of china s commodity sectors providing evidence of the strong commodity sector comovements in china we further use a var model to link the common movements across china s commodity sectors to the underlying determinants including global oil price shocks and domestic macroeconomic fluctuations we find that the global oil price shocks have strong effects on the common movements across commodity sectors in china in addition to its domestic macroeconomic fluctuations at long horizons however at short horizons the common movements across commodity sectors in china respond more strongly to the global oil shocks than to its domestic macroeconomic fluctuations

oil shocks and their impact on energy related stocks in china abstract this paper contributes to the current literature by adopting time varying conditional correlation and asset pricing models to discover how the dynamics of international oil prices affect energy related stock returns in china after conditioning for structural instability the results show a much stronger relation following the 2008 financial crisis we argue that this reflects the fact that investors in the chinese stock market especially for energy related stocks are more sensitive to the shocks in international crude oil market

price discrimination adjusted concavity and output changes under conditions of constant elasticity the economic consequences of third degree price discrimination have been extensively investigated beginning with joan robinson s classic discussion in the economics of imperfect competition a focal point has been the analysis of the effects of price discrimination on output considerable discussion in the literature has been devoted to the case of linear demand the most recent example of which is schmalensee i98i as has been well known since the early i9oos in this case discrimination does not change output under conditions of non linear demand the effect of third degree price discrimination is much less certain and far more complicated despite increasing analytical sophistication and effort no new conclusions on output changes have been forthcoming since the work of edwards i950 in this paper we investigate an important class of non linear functions and present a definitive analysis of the output effects of third degree price discrimination under constant elasticity conditions in the general non linear case the effect of discrimination on output may be either positive or negative 2 joan robinson i933 developed the local adjusted concavity criterion to determine the output effects of discrimination for two sub markets with non linear demands edwards i950 raised the possibility that robinson s criterion could lead to erroneous conclusions when the local assumption was relaxed and proposed sufficient global restrictions on the curvature of the demand functions under which the adjusted concavity criterion is correct greenhut and ohta 1976 confirmed edwards suspicion about the fallibility of the adjusted concavity criterion by presenting a counterexample consisting of two constant elasticity demand schedules 3 samuelson i947 lofgren i977 finn i974 and silberberg i970 employing lagrangean techniques suggested by leontief i940 verify edwards global restrictions showing that if the more elastic curve is concave convex and the less elastic curve is convex concave third degree price discrimination will increase decrease output 4

innovation diffusion public policy and local initiative the case of wood fuelled district heating systems in austria abstract this paper comprises a three level study on wood fuel utilisation for district heating in austria first we discuss the framework conditions for the diffusion in austria of rural biomass district heating bdh plants an energy conversion plant type which constituted a real innovation in the 1980s second we describe the diffusion of bdh systems in the austrian province of vorarlberg where a variety of biomass energy systems have been promoted by capital grants since 1993 as part of a dedicated bioenergy promotion programme third the paper contains a case study of a 2 mw bdh plant put into operation in 2000 in rankweil a small market town located in vorarlberg on the east side of the rhine valley analysis of the plant history reveals that an oversupply of forest residues caused by devastating storms and forest diseases together with the more general need to rejuvenate severely over aged forest stands created strong incentives to form local actor networks and initiatives to push for the adoption and diffusion of centralised biomass heating systems in rural areas in addition intensive lobbying and strong political and public support were necessary to successfully combat interventions by both the natural gas industry and influential gas supplied industrial enterprises finally a capital grant of 45 of eligible investment costs as well as careful capacity expansion and other planning significantly improved and safeguarded the economic viability of the plant these considerations combined with a dedicated forest restructuring programme render the plant one of the most successful integrated forestry and bdh projects in vorarlberg and an important model for later adopters overall the analysis sheds some light on the role of public policy local actors and economic and other framework conditions on the market diffusion dynamics of bdh in austria

what triggers environmental management and innovation empirical evidence for germany abstract it is frequently hypothesized that environmental management systems emss may improve firms environmental innovation performance whether this hypothesis is true is as critical for environmental policy as questions pertaining to the relevant incentives for 1 a firm s voluntary adoption of an ems and 2 its environmental innovation behavior based on ample empirical evidence for german manufacturing this paper addresses the simultaneity of these issues on the basis of a recursive bivariate probit model that explores the hypothesis that a facility s decision on innovation activities is correlated with the decision on ems adoption our empirical results indicating that environmental innovation activities are not associated with ems implementation nor any other single policy instrument reflect the perceptions of the survey respondents and hence should be interpreted as correlations rather than causal relationships according to these perceptions innovation behavior seems to be mainly correlated with the stringency of environmental policy

is there co movement of agricultural commodities futures prices and crude oil even though significant attempts have appeared in literature the current perception of co movement of commodity prices appear inadequate and static in particular we focus on price movements between crude oil futures and a series of agricultural commodities and gold futures a comparative framework is applied to identify changes in relationships through time and various cointegration methodologies and causality tests are employed our results indicate that co movement is a dynamic concept and that some economic and policy development may change the relationship between commodities furthermore we show that biofuel policy buffers the co movement of crude oil and corn futures until the crude oil prices surpass a certain threshold

how do china s petrochemical markets react to oil price jumps a comparative analysis of stocks and commodities abstract the profound impacts of oil price jumps have caught the attention of scholars because the 2008 global financial crisis has seemingly already passed the existence of oil price jumps is in doubt in this paper we provide evidence that the threat of dynamic jumps still exists in the global oil market in the post crisis period while the stocks and commodities of china s petrochemical markets are both affected by those jumps to the best of our knowledge this is the first study of the reaction of petrochemical markets to oil price jumps in the post crisis period in addition a comparative analysis of petrochemical stocks and petrochemical commodity market is provided in particular we analyze the reactions of the returns and volatility of these markets to oil price jumps we obtained the following findings first the returns of petrochemical stocks and petrochemical commodities are both negatively affected by current oil price jumps while the effects of lagged jumps on these returns are opposite theoretically the former is a reflection of panic induced by extreme risk information while the latter is a reflection of rationality in speculators second the volatilities of petrochemical stocks and petrochemical commodities respond differently to oil price jumps the former is not affected whereas the latter is positively and negatively affected by current and last oil price jumps respectively finally all the above conclusions still hold when considering the effects of normal oil price volatility even after the co movement between oil prices and petrochemical markets is eliminated

volatility spillovers in china s crude oil corn and fuel ethanol markets price volatility spillovers among china s crude oil corn and fuel ethanol markets are analyzed based on weekly price data from september 5 2003 to august 31 2012 employing the univariate egarch model and the bekk mvgarch model respectively the empirical results indicate a higher interaction among crude oil corn and fuel ethanol markets after september 2008 in the overall sample period the results simultaneously provide strong evidence that there exist unidirectional spillover effects from the crude oil market to the corn and fuel ethanol markets and double directional spillovers between the corn market and the fuel ethanol market however the spillover effects from the corn and fuel ethanol markets to the crude oil market are not significant

the effects of crude oil shocks on stock market shifts behaviour a regime switching approach abstract in this paper we develop a two regime markov switching egarch model introduced by henry henry o 2009 regime switching in the relationship between equity returns and short term interest rates journal of banking and finance 33 405 414 to examine the relationship between crude oil shocks and stock markets an application to stock markets of uk france and japan over the sample period january 1989 to december 2007 illustrates plausible results we detect two episodes of series behaviour one relative to low mean high variance regime and the other to high mean low variance regime furthermore there is evidence that common recessions coincide with the low mean high variance regime in addition we allow both real stock returns and probability of transitions from one regime to another to depend on the net oil price increase variable the findings show that rises in oil price has a significant role in determining both the volatility of stock returns and the probability of transition across regimes

jump dynamics with structural breaks for crude oil prices this study investigates the joint phenomena of permanent and transitory components in conditional variance and jump intensity along with verification of structural breaks for crude oil prices we adopt a component arji model with structural break analysis utilizing daily data on west texas intermediate crude oil spot and futures contracts the analytical results verify the existence of permanent and transitory components in conditional variance with the permanent component of conditional variance increasing with the occurrence of a sudden major event such as the iraqi invasion of kuwait operation desert storm and the war between the us and iraq and a relatively greater increase in the transitory component over the same period notably jump intensity fluctuates with an increase in the transitory component of conditional variance in response to abnormal events it is the transitory component which serves as the primary influential factor for jumps in returns therefore speculators are willing to take large risks particularly with respect to anticipating future price movements or gambling in the hopes of rapidly making substantial gains thus speculators prefer the temporary volatility component and engage in trade activities however investors prefer the permanent volatility component because they may well be better off relocating their assets into more stable portfolios to outperform the market portfolio over the long run

dynamic jumps in global oil price and its impacts on china s bulk commodities abstract this paper investigated the impacts of oil price shocks especially dynamic jumps in its returns on china s bulk commodity markets at both the aggregate and industry levels after setting a zero lower bound to the jump intensity of the arji model we found that dynamic jumps exist in oil price movements moreover under shocks of oil price jumps not only the returns but also the risks of china s bulk commodity markets are affected significantly and the reactions of risks are characterized by overreactions meanwhile by decomposing oil price shocks into expected positive negative and unexpected positive negative components we discovered that the impacts of unexpected shocks are positive and significantly asymmetric at both levels while those of the expected shocks are negative and insignificantly asymmetric at the industry level in addition the volatility clustering of all price movements and the permanent volatility effects on china s bulk commodities are also authenticated by applying the garch family models

time frequency causality and connectedness between international prices of energy food industry agriculture and metals abstract this study analyzes the lead lag relationship between the price indices of energy fuels and each of food industrial inputs agriculture raw materials metals and beverages in the time frequency domain to this end we first use the wavelet coherency and phase differences next we use the diebold and yilmaz 2012 and barunik and krehlik 2017 spillover indices to analyse the connectedness among the set of the price indices under consideration the period of the study is 1990m1 to 2017m5 the wavelet coherency results reveal that there are important and significant relations between the fuel and food prices the fuel and industrial prices and the fuel and metal prices these results also show that there are phase relationships between those paired prices the volatility spillover results indicate that the agricultural sector is the most affected by shocks from the other markets the return series of the industrial input prices at all frequencies appears to be the main source of volatility transmission to the prices of the other commodities over the whole period this finding underlines the relevance of the industrial inputs to policy makers particularly when they design policies to provide incentives related to industrial production

oil price shocks and agricultural commodity prices abstract while the impacts of oil price changes on agricultural commodity markets are of great interest to economists previous studies do not differentiate oil specific shocks from aggregate demand shocks in this paper we address this issue using a structural var analysis our findings indicate that the responses of agricultural commodity prices to oil price changes depend greatly on whether they are caused oil supply shocks aggregate demand shocks or other oil specific shocks mainly driven by precautionary demand oil shocks can explain a minor friction of agricultural commodity price variations before the food crisis in 2006 2008 whereas in post crisis period their explanatory abilities become much higher after crisis the contributions of oil specific factors to variations in agricultural commodity prices are greater than those of aggregate demand shocks the results from an alternative svar confirm the robustness of our main findings

world oil prices precious metal prices and macroeconomy in turkey we examine the long and short run transmissions of information between the world oil price turkish interest rate turkish lira us dollar exchange rate and domestic spot gold and silver price we find that the world oil price has no predictive power of the precious metal prices the interest rate or the exchange rate market in turkey the results also show that the turkish spot precious metals exchange rate and bond markets do not also provide information that would help improve the forecasts of world oil prices in the long run the findings suggest that domestic gold is also considered a safe haven in turkey during devaluation of the turkish lira as it is globally it is interesting to note that there does not seem to be any significant influence of developments in the world oil markets on turkish markets in the short run either however transitory positive initial impacts of innovations in oil prices on gold and silver markets are observed the short run price transmissions between the world oil market and the turkish precious metal markets have implications for policy makers in emerging markets and both local and global investors in the precious metals market and the oil market

conditional jump dynamics in stock market returns this article develops a new conditional jump model to study jump dynamics in stock market returns we propose a simple filter to infer ex post the distribution of jumps this permits construction of the shock affecting the time t conditional jump intensity and is the main input into an autoregressive conditional jump intensity model the model allows the conditional jump intensity to be time varying and follows an approximate autoregressive moving average arma form the time series characteristics of 72 years of daily stock returns are analyzed using the jump model coupled with a generalized autoregressive conditional heteroscedasticity garch specification of volatility we find significant time variation in the conditional jump intensity and evidence of time variation in the jump size distribution the conditional jump dynamics contribute to good in sample and out of sample fits to stock market volatility and capture the rally often observed in equity markets following a significant downturn

how is volatility in commodity markets linked to oil price shocks abstract this study investigates the effects of oil price shocks on volatility of agricultural and metal commodities we decompose an oil price shock to its underlying components including macroeconomics and oil specific shocks the applied method is the structural vector autoregressive svar model and the time span is from april 1983 to may 2014 the investigation is divided into two subsamples before and after may 2006 for agriculture taking into account the 2006 2008 food crisis and change in u s ethanol production policy and before and after january 2008 for metals considering the recent global financial crisis we find that based on impulse response functions the response of volatility of each commodity to an oil price shock differs significantly depending on the underlying cause of the shock for the both periods moreover according to variance decomposition the explanatory power of oil shocks becomes stronger after the crisis the different responses of commodities are described in detail by investigating market characteristics in each period

the impact of oil price shocks evidence from the industries of six oecd countries most of the studies about the macroeconomic consequences of oil price shocks have been focused on us aggregate data in contrast to these studies this paper empirically assesses the dynamic effect of oil price shocks on the output of the main manufacturing industries in six oecd countries the pattern of responses to an oil price shock by industrial output is diverse across the four european monetary union emu countries under consideration france germany italy and spain but broadly similar in the uk and the us moreover evidence on cross industry heterogeneity of oil shock effects within the emu countries is also reported

world oil and agricultural commodity prices evidence from nonlinear causality abstract the increasing co movements between the world oil and agricultural commodity prices have renewed interest in determining price transmission from oil prices to those of agricultural commodities this study extends the literature on the oil agricultural commodity prices nexus which particularly concentrates on nonlinear causal relationships between the world oil and three key agricultural commodity prices corn soybeans and wheat to this end the linear causality approach of toda yamamoto and the nonparametric causality method of diks panchenko are applied to the weekly data spanning from 1994 to 2010 the linear causality analysis indicates that the oil prices and the agricultural commodity prices do not influence each other which supports evidence on the neutrality hypothesis in contrast the nonlinear causality analysis shows that i there are nonlinear feedbacks between the oil and the agricultural prices and ii there is a persistent unidirectional nonlinear causality running from the oil prices to the corn and to the soybeans prices the findings from the nonlinear causality analysis therefore provide clues for better understanding the recent dynamics of the agricultural commodity prices and some policy implications for policy makers farmers and global investors this study also suggests the directions for future studies

revisiting the techno economic analysis process for building mounted grid connected solar photovoltaic systems part two application part one in this two part paper identified monte carlo analysis as an improved approach over traditional deterministic techno economic methods for solar pv prosumers in deregulated markets in this

balancing energy security priorities portfolio optimization approach to oil imports the notion of energy security in most interpretations includes the physical supply and price affordability components making financial risks a crucial part of energy security strategies mainstrea

changing crude oil price effects on us agricultural employment the effect of changes in the price of crude oil on agricultural employment in the usa between 1947 and 1995 is investigated after reviewing previous assessments of the issue the existence of an empirical relationship between agricultural employment and crude oil price changes is established using granger causality subsequently the nature of the relationship is estimated with the results suggesting that at least three full years are required before the measurable effects of a percentage change in the real price of crude oil on the change in agricultural employment are exhausted finally the structural stability of the functional relationship between the change in agricultural employment and changes in the price of crude oil the percentage changes in expected net farm income realized technological innovation and the wage rate is studied

impact of oil price shocks on selected macroeconomic variables in nigeria abstract the impact of oil price shocks on the macroeconomy has received a great deal of attention since the 1970 s initially many empirical studies found a significant negative effect between oil price shocks and gdp but more recently empirical studies have reported an insignificant relationship between oil shocks and the macroeconomy a key feature of existing research is that it applies predominantly to advanced oil importing countries for oil exporting countries different conclusions are expected but this can only be ascertained empirically this study conducts an empirical analysis of the effects of oil price shocks on a developing country oil exporter nigeria our findings showed that oil price shocks do not have a major impact on most macroeconomic variables in nigeria the results of the granger causality tests impulse response functions and variance decomposition analysis all showed that different measures of linear and positive oil shocks have not caused output government expenditure inflation and the real exchange rate the tests support the existence of asymmetric effects of oil price shocks because we find that negative oil shocks significantly cause output and the real exchange rate

exploring the consumer decision process in the adoption of solar energy systems this study examines residential solar energy systems within an adoption and diffusion of innovations framework the findings indicate considerable differences between adopters and nonadopters on many measures multivariate nominal scale analysis is used to develop classification models based on both attribute perceptions of solar energy systems and demographic characteristics

redefining innovation eco innovation research and the contribution from ecological economics while innovation processes toward sustainable development eco innovations have received increasing attention during the past years theoretical and methodological approaches to analyze these processes are poorly developed against this background the term eco innovation is introduced in this paper addressing explicitly three kinds of changes towards sustainable development technological social and institutional innovation secondly the potential contribution of neoclassical and co evolutionary approaches from environmental and innovation economics to eco innovation research is discussed three peculiarities of eco innovation are identified the double externality problem the regulatory push pull effect and the increasing importance of social and institutional innovation while the first two are widely ignored in innovation economics the third is at the least not elaborated appropriately the consideration of these peculiarities may help to overcome market failure by establishing a specific eco innovation policy and to avoid a technology bias through a broader understanding of innovation finally perspectives for a specific contribution of ecological economics to eco innovation research are drawn it is argued that methodological pluralism as established in ecological economics would be very beneficial for eco innovation research a theoretical framework integrating elements from both neoclassical and evolutionary approaches should be pursued in order to consider the complexity of factors influencing innovation decisions as well as the specific role of regulatory instruments and the experience gathered in ecological economics integrating ecological social and economic aspects of sustainable development is highly useful for opening up innovation research to social and institutional changes 2000 elsevier science b v all rights reserved

oil price agricultural commodity prices and the dollar a panel cointegration and causality analysis abstract this study examines the dynamic relationship between world oil prices and twenty four world agricultural commodity prices accounting for changes in the relative strength of us dollar in a panel setting we employ panel cointegration and granger causality methods for a panel of twenty four agricultural products based on monthly prices ranging from january 1980 to february 2010 the empirical results provide strong evidence on the impact of world oil price changes on agricultural commodity prices contrary to the findings of many studies in the literature that report neutrality of agricultural prices to oil price changes we find strong support for the role of world oil prices on prices of several agricultural commodities the positive impact of a weak dollar on agricultural prices is also confirmed

welfare increasing third degree price discrimination when demand functions in different markets are derived from distributions of reservation prices that differ only in their means conditions exist such that third degree price discrimination leads to greater total output and greater total welfare welfare is higher with discrimination than with a uniform price when demand functions are derived from logistic distributions with different means welfare and consumer surplus are higher with discrimination for demands derived from a distribution related to the pareto in general whether discrimination increases total output depends on demand being more convex in markets in which prices fall with discrimination than in those in which prices rise

economic impact of oil price shocks on the turkish economy in the coming decades a dynamic cge analysis as a small open economy turkey depends on both imported oil and natural gas importing almost two thirds of its primary energy demand this paper analyzes the economic effects of oil price shocks for turkey as a small open oil and gas importing country to analyze the potential long term effects of oil price shocks on macroeconomic variables of interest including gdp consumer price inflation indirect tax revenues trade balance and carbon emissions we developed turgem d a dynamic multisectoral general equilibrium model for the turkish economy using turgem d we analyzed the impact of oil price shocks under three distinct scenarios reference high and low oil prices the simulation results show that these oil prices have very significant effects on macro indicators and carbon emissions in the turkish economy

when outcomes are the reflection of the analysis criteria a review of the tradable green certificate assessments abstract the tradable green certificates tgc framework is a prevalent policy support scheme enacted to stimulate investments in electricity from renewable energy sources res e in several countries including sweden and norway the tgc framework is currently under reevaluation in this process academic literature plays a crucial role in reflecting the outcomes of this policy framework the outcomes however are often limited by the analysis criteria which reflect what has been accounted for or disregarded when assessing the performance of the tgc framework the analysis criteria also stress what is considered as a successful outcome given the importance of such criteria this paper presents an extensive and systemic literature review of academic publications assessing the performance of the tgc framework the findings are to provide an overview of the publications analysis criteria and outline their outcomes we also provide descriptive statistics for the publications and examine the average citation record of the publications that use various analysis criteria in order to explore their relative impact on later studies these findings can help policymakers put the assessments into perspective when reevaluating a country s tgc system they also suggest several intriguing directions for future studies in this field

oil shocks and aggregate macroeconomic behavior the role of monetary policy hamilton and herrera hh have provided an interesting comment on our 1997 paper bernanke gertler and watson 1997 bgw we take the opportunity offered to us by the editors to respond briefly the goal of bgw was to show that the magnitude and shape of the economy s response to a particular exogenous shock will typically depend critically on how monetary policy makers choose to react to the shock as a consequence we argued that assessments of the importance of monetary policy for real activity should take into account the systematic portion of policy i e the policy rule as well as the unsystematic component i e monetary policy shocks the specific type of exogenous shock that we considered in bgw was a sharp increase in the price of oil of the magnitude observed during several episodes in the 1970s using a modified var framework we considered counterfactual scenarios in which monetary policy represented by the level of the federal funds rate does not respond to an oil price shock we found that the adverse effects of an oil price shock on output are reduced considerably when the endogenous response of the funds rate is shut off indeed our point estimates suggested that the endogenous response of monetary policy accounted for virtually all the negative impact of the oil shock on this research was funded in part by nsf grants to each of the authors we thank michele cavallo for research assistance

a characterization of oil price behavior evidence from jump models abstract this paper is concerned with the statistical behavior of oil prices in two ways it firstly applies a combined jump garch model in order to characterize the behavior of daily weekly as well as monthly oil prices secondly it relates its empirical results to implications of hotelling type resource extraction models the empirical analysis shows that oil prices are characterized by garch as well as conditional jump behavior and that a considerable portion of the total variance is triggered by sudden extreme price movements this finding implies that first oil price signals are not reliable and as a consequence both finding optimal extraction paths and decisions regarding the transmission to alternative technologies are likely to be compromised second this behavior is in stark contrast to the notion of deterministic trends in the price of oil

the effect of global oil price shocks on china s agricultural commodities abstract this paper studied the effect of global oil price shocks on agricultural commodities in china including strong wheat corn soybean bean pulp cotton and natural rubber we regarded oil price volatility process as a combination of continuous process and jump process we not only separated oil price shocks into positive and negative categories to identify different effects on agricultural commodities in continuous process but also investigated how jump behavior influenced these agricultural commodities we found that the oil price was characterized by volatility clustering and jump behavior at the same time oil price shocks had different effects on agricultural commodities in addition the shocks on most agricultural commodities were asymmetric only natural rubber was under influence of the jump intensity of the oil price in contrast to strong wheat corn soybean bean pulp and cotton

understanding the uneven diffusion of building scale renewable energy systems a review of household local and country level factors in diverse european countries abstract this review focuses on renewable energy technology deployment in residential buildings which is part of current targets to develop net zero carbon buildings in europe and to promote the deployment of renewable energy we focus on the adoption of four technologies heat pumps solar photovoltaics solar thermal systems for domestic hot water and space heating and advanced biomass heating while there are several studies on households investment criteria a research gap exists because building owners across europe are quite diverse and the european markets exhibit different stages of maturity this article conducts a critical review of the literature on the diffusion of building scale renewable energy solutions in order to answer the following questions 1 to what extent can findings from studies on household adoption criteria be generalized from one country to another and 2 what insights does the literature offer on factors that might explain the differences in adoption patterns between european countries

speculation and volatility spillover in the crude oil and agricultural commodity markets a bayesian analysis this paper assesses factors that potentially influence the volatility of crude oil prices and the possible linkage between this volatility and agricultural commodity markets stochastic volatility models are applied to weekly crude oil corn and wheat futures prices from november 1998 to january 2009 model parameters are estimated using bayesian markov chain monte carlo methods speculation scalping and petroleum inventories are found to be important in explaining the volatility of crude oil prices several properties of crude oil price dynamics are established including mean reversion an asymmetry between returns and volatility volatility clustering and infrequent compound jumps we find evidence of volatility spillover among crude oil corn and wheat markets after the fall of 2006 this can be largely explained by tightened interdependence between crude oil and these commodity markets induced by ethanol production

crude oil shocks and stock markets a panel threshold cointegration approach abstract this paper proposes a panel threshold cointegration approach to investigate the relationship between crude oil shocks and stock markets for the oecd and non oecd panel from january 1995 to december 2009 nonlinear cointegration is confirmed for the oil stock nexus in the panel because threshold cointegration is found the threshold vector error correction models can be run to investigate the presence of asymmetric dynamic adjustment the granger causality tests demonstrate the existence of bidirectional long run granger causality between crude oil shocks and stock markets for these oecd and non oecd countries however the short run granger causality between them is bidirectional under positive changes in the deviation and unidirectional under negative ones moreover the speed of adjustment toward equilibrium is faster under negative changes in the deviation than that under positive ones in these oecd and non oecd countries

impact of silver price uncertainty on solar energy firms abstract to the best of our knowledge we are the first to investigate if silver market uncertainty impacts the stock price performance of solar energy firms such investigation could be of vital importance to investors and policymakers given that silver is heavily utilized in photovoltaic pv process for producing solar energy methodologically we apply the garch jump process to estimate the effect of silver market uncertainty proxied by silver volatility index vxslv on the global solar energy stock indexes using a recent data set we document the following key findings first there exists a negative effect of vxslv on the equity indexes under study this result suggests that an upsurge in silver market volatility would create a chaos in the solar energy business second the impact of silver volatility index on renewable energy firms holds even when we control for the impact of oil price volatility ovx albeit ovx when compared to vxslv transmits higher risk to alternative energy stocks as evidenced by the magnitudes of the estimated parameters third the impact of silver market uncertainty appears to be symmetric implying that increases and decreases in vxslv would have a homogeneous impact on the solar energy stock returns we finally show that equity prices of solar energy firms are characterized by time varying jumps the implications of the results are discussed as well

the euro and european financial market dependence a time varying copula model is used to investigate the impact of the introduction of the euro on the dependence between 17 european stock markets during the period 1994 2003 the model is implemented with a gjr garch ma t model for the marginal distributions and the gaussian copula for the joint distribution which allows capturing time varying non linear relationships the results show that within the euro area market dependence increased after the introduction of the common currency only for large equity markets such as in france germany italy the netherlands and spain structural break tests indicate that the increase in financial market dependence started around the beginning of 1998 when euro membership was determined and the relevant information was announced the uk and sweden but not other european countries outside the euro area are found to exhibit an increase in equity market co movement which is consistent with the interpretation that these countries may be expected to join the euro in the future

electricity prices and fuel costs long run relations and short run dynamics the paper examines the long run relation and short run dynamics between electricity prices and three fossil fuel prices coal natural gas and crude oil using annual data for the u s for 1960 2007 the results suggest 1 a stable long run relation between real prices for electricity and coal 2 bi directional long run causality between coal and electricity prices 3 insignificant long run relations between electricity and crude oil and or natural gas prices and 4 no evidence of asymmetries in the adjustment of electricity prices to deviations from equilibrium a number of implications are addressed

the two faces of market support how deployment policies affect technological exploration and exploitation in the solar photovoltaic industry the recent years have seen a strong rise in policies aiming to increase the diffusion of clean energy technologies while there is general agreement that such deployment policies have been very effective in bringing technologies to the market it is less understood how these policies affect technological innovation to shed more light on this important question we conducted comparative case studies with a global sample of 9 firms producing solar photovoltaic pv modules complemented by in depth interviews with 16 leading pv industry experts we propose that on the one hand policy induced market growth serves as an important catalyst for innovative activity as it raises the absolute level of firm investments in technological exploration on the other hand however deployment policies create an incentive for firms pursuing more mature technologies to shift their balance between exploitation and exploration toward exploitation firms focusing on less mature technologies cannot tap the potentials of exploitative learning to the same extent as those with more mature technologies therefore stimulating strong market growth may raise the barrier to market entry for less mature technologies we conclude that when designing deployment policies great care should be taken to avoid adverse effects on technological diversity and a premature lock in into more established technologies

the long run impact of energy prices on world agricultural markets the role of macro economic linkages the world prices of some food and energy products have followed similar large swings in recent years we investigate the long run relationship between these prices using a world computable general equilibrium model with detailed representations of food and energy markets particular attention is paid to specifying macro economic linkages which have often been overlooked in recent analysis and debate we find that the omission of these macro economic linkages has a substantial bearing on this relationship a positive relationship due to the cost push effect has been identified in most analysis but we find that the introduction of the real income effect may indeed imply a negative relationship between world food and energy prices

third degree price discrimination and consumer surplus this paper considers the effects of monopoly third degree price discrimination on aggregate consumer surplus discrimination is likely to reduce surplus relative to that obtained with a uniform price but surplus can rise under reasonable conditions if the ratio of the pass through coefficient to the price elasticity at the uniform price is higher in the market with the higher price elasticity then surplus is larger with discrimination for a large set of demand functions the relatively high pass through coefficient implies a large price reduction in this market with logit demand functions surplus is higher with discrimination if pass through is above 0 5

world oil prices and agricultural commodity prices evidence from an emerging market abstract oil prices are thought to have direct effect on agricultural prices followed by an indirect effect through the exchange rate this paper examines the short and long run interdependence between world oil prices lira dollar exchange rate and individual agricultural commodity prices wheat maize cotton soybeans and sunflower in turkey to this end the toda yamamoto causality approach and generalized impulse response analysis for identification of the long and short run interrelationships are applied to the monthly data spanning from january 1994 to march 2010 the impulse response analysis suggests the turkish agricultural prices do not significantly react to oil price and exchange rate shocks in the short run the long run causality analysis reveals that the changes in oil prices and appreciation depreciation of the turkish lira are not transmitted to agricultural commodity prices in turkey hence our results support neutrality of agricultural commodity markets in turkey to both direct and indirect effects of oil price changes

oil prices and stock market in china a sector analysis using panel cointegration with multiple breaks this paper investigates the relationship between oil prices and the chinese stock market at the sector level in a panel cointegration and granger causality framework the major sectors in china are studied using data collected from july 2001 to december 2010 when the effects of cross sectional dependence and multiple structural breaks are taken into account the panel cointegration relationship between oil prices and stock prices is confirmed at the disaggregated sector level the results indicate that there is some evidence of structural breaks in the interaction between oil prices and chinese sectoral stocks the long run estimates suggest that the real oil price has a positive effect on sectoral stocks in the long run the granger causality tests demonstrate a unidirectional short run granger causality relationship running from oil prices and sectoral stocks to the interest rate for 2001 07 2005 10 there is also a unidirectional long run granger causality running from sectoral stocks to the interest rate for 2001 07 2005 10 and 2005 12 2007 06 however the long run granger causality is bidirectional between oil prices the interest rate and sectoral stocks for 2007 08 2008 11 and 2009 01 2010 12 meanwhile the short run granger causality is also bidirectional between the interest rate and oil prices

oil shocks and aggregate macroeconomic behavior the role of monetary policy a recent paper by bernanke gertler and watson 1997 suggests that monetary policy could be used to eliminate any recessionary consequences of an oil price shock this paper challenges this conclusion on two grounds first we question whether the federal reserve actually has the power to implement such a policy for example we consider it unlikely that additional money creation would have succeeded in reducing the fed funds rate by 900 basis points relative to the values seen in 1974 second we point out that the size of the effect that bernanke gertler and watson attribute to oil shocks is substantially smaller than that reported by other researchers primarily due to their choice of a shorter lag length than that used by other researchers we offer evidence in favor of the longer lag length employed by previous research and show that under this specification even the aggressive federal reserve policies proposed would not have succeeded in averting a downturn