energy consumption and economic growth relationship evidence from panel data for low and middle income countries abstract this paper uses the panel data of energy consumption ec and economic growth gdp for 51 countries from 1971 to 2005 these countries are divided into three groups low income group lower middle income group and upper middle income group countries firstly a relationship between energy consumption and economic growth is investigated by employing pedroni 1999 panel cointegration method secondly panel causality test is applied to investigate the way of causality between the energy consumption and economic growth finally we test whether there is a strong or weak relationship between these variables by using pedroni 2001 method the empirical results of this study are as follows i energy consumption and gdp are cointegrated for all three income group countries ii the panel causality test results reveal that there is long run granger causality running from gdp to ec for low income countries and there is bidirectional causality between ec and gdp for middle income countries iii the estimated cointegration factor is not close to 1 in other words no strong relation is found between energy consumption and economic growth for all income groups considered in this study the findings of this study have important policy implications and it shows that this issue still deserves further attention in future research

energy consumption and economic growth revisited does the size of unrecorded economy matter abstract we analyze the long run relationship between energy consumption and real gross domestic product gdp in turkey taking into account the size of unrecorded economy since in developing countries mainly due to the unrecorded economic activities the official gdp is not measured correctly the investigation of the linkage between energy consumption and official gdp may not give reliable results in this study empirical results for the case of turkey over the period 1970 2005 suggest that there is a long run equilibrium relationship between the officially calculated gdp and energy consumption besides using the error correction modeling technique we find out that unidirectional causality runs from official gdp to energy in both short and long runs however when we take into account unrecorded economy we detect neither cointegration nor causality between energy consumption and true gdp these empirical findings imply that first energy conservation policies can be implemented in order to reduce greenhouse gas emissions without any adverse effect on the recorded economic activities second the production function in the unrecorded economy is not stable furthermore economic policies to combat unrecorded economy may not serve as a complement to energy conservation policies

wealth effects distribution and the theory of organization abstract we construct a general equilibrium model of firm formation in which organization is endogenous firms are coalitions of agents providing effort and investment capital effort is unobservable unless a fixed monitoring cost is paid and borrowing is subject to a costly state verification problem because incentives vary with an agent s wealth different types of agents become attractive firm members under different circumstances when borrowing is not costly firms essentially consist of one type of agent and are organized efficiently but when the costly state verification problem is sufficiently severe firm organization will depend on the distribution of wealth with enough inequality it will tend to be dictated by incentives of rich agents to earn high returns to wealth even if the chosen organizational form is not a technically efficient way to provide incentives journal of economic literatureclassification numbers d2 d31 j41 l2

energy consumption and gdp in developing countries a cointegrated panel analysis in this paper we re investigate the co movement and the causality relationship between energy consumption and gdp in 18 developing countries using data for the period 1975 to 2001 recently developed tests for the panel unit root heterogeneous panel cointegration and panel based error correction models are employed the empirical results provide clear support of a long run cointegration relationship after allowing for the heterogeneous country effect the long run relationship is estimated using a full modified ols the evidence shows that long run and short run causalities run from energy consumption to gdp but not vice versa this result indicates that energy conservation may harm economic growth in developing countries regardless of being transitory or permanent

a multivariate cointegrated modelling approach in testing temporal causality between energy consumption real income and prices with an application to two asian ldcs unlike previous studies on the casual relationship between energy consumption and economic growth this paper illustrates how the finding of cointegration i e long term equilibrium relationship between these variables may be used in testing granger causality based on the most recent johansen s multiple cointegration tests preceded by various unit root or nonstationarity tests we test for cointegration between total energy consumption real income and price level of two asian ldcs thailand and sri lanka nonrejection of cointegration between variables rules out granger noncausality and implies at least one way of granger causality either unidirectional or bidirectional secondly by using a dynamic vector error correction model we then analyse the direction of granger causation and hence the within sample grangerexogeneity or endogeneity of each of the variables thirdly the relative strength of the causality is gauged through the dynamic variance decomposition technique by decomposing the total

the relationship between gdp and electricity consumption in 10 asian countries the purpose of this study is to estimate the relationships between gdp and electricity consumption in 10 newly industrializing and developing asian countries using both single data sets and panel data procedures the empirical results from single data set indicate that the causality directions in the 10 asian countries are mixed while there is a uni directional short run causality running from economic growth to electricity consumption and a bi directional long run causality between electricity consumption and economic growth if the panel data procedure is implemented these empirical findings imply that electricity conservation policies through both rationalizing the electricity supply efficiency improvement to avoid the wastage of electricity and managing demand side to reduce the electricity consumption without affecting the end user benefits could be initiated without adverse effect on economic growth the findings on the long run relationship indicate that a sufficiently large supply of electricity can ensure that a higher level of economic growth

energy consumption real income and temporal causality results from a multi country study based on cointegration and error correction modelling techniques abstract unlike previous studies on the causal relationship between energy consumption and economic growth this paper illustrates how the finding of cointegration i e long term equilibrium relationship between these variables may be used in testing granger causality based on the most recent johansen s multivariate cointegration tests preceded by various unit root or non stationarity tests we test for cointegration between total energy consumption and real income of six asian economies india pakistan malaysia singapore indonesia and the philippines non rejection of cointegration between variables rules out granger non causality and imples at least one way of granger causality either unidirectional or bidirectionial secondly by using a dynamic vector error correction model we then analyse the direction of granger causation and hence the within sample granger exogeneity or endogeneity of each of the variables thirdly the relative strength of the causality is gauged through the dynamic variance decomposition technique by decomposing the total impact of an unanticipated shock to each of the variables beyond the sample period into proportions attributable to shocks in the other variables including its own in the bivariate system results based on these tools of methodology indicate that while all pair wise relationships shared common univariate integrational properties only relationships for three countries india pakistan and indonesia were cointegrated for these countries temporal causality results were mixed with unidirectional causality from energy to income for india exactly the reverse for indonesia and mutual causality for pakistan the vdcs were not inconsistent with these results and provided us with an additional insight as to the relatively more dominant direction of causation in pakistan simple bivariate vector autoregressive models for the three non cointegrated systems did not indicate any direction of causality significantly in either direction

energy consumption and gdp causality relationship in g 7 countries and emerging markets abstract the causality relationship between energy consumption and income is a well studied topic in energy economics this paper studies the time series properties of energy consumption and gdp and reexamines the causality relationship between the two series in the top 10 emerging markets excluding china due to lack of data and g 7 countries we discover bi directional causality in argentina causality running from gdp to energy consumption in italy and korea and from energy consumption to gdp in turkey france germany and japan hence energy conservation may harm economic growth in the last four countries

a re examination of the relationship between electricity consumption and economic growth in malaysia abstract the purpose of this study is to re investigate the relationship between electricity consumption and economic growth in malaysia from 1972 1 to 2003 4 this study adopted the newly developed ecm based f test kanioura a turner p 2005 critical values for an f test for cointegration in the multivariate model applied economics 37 3 265 270 for cointegration to examine the presence of long run equilibrium relationship through the autoregressive distributed lag ardl model the empirical evidence suggests that electricity consumption and economic growth are not cointegrated in malaysia however the standard granger s test and mwald test suggest that electricity consumption and economic growth in malaysia granger causes each other this finding provides policymakers with a better understanding of electricity consumption and allows them to formulate electricity consumption policy to support the economic development and to enhance the productivity of capital labour and other factors of production for future economic growth in malaysia

a bayesian approach to model changes in volatility in the mexican stock exchange index we model the changes in volatility in the mexican stock exchange index using a bayesian approach we study the time series with a wide set of models characterized by a markov switching heterogeneit

an investigation of co integration and causality between energy consumption and economic activity in taiwan applying hsiao a version of the granger causality method this paper examines the causality between energy and gnp and energy and employment by applying recently developed techniques of co integration and hsiao s version of the granger causality to taiwanese data for the 1955 1993 period the phillips perron tests reveal that the series with the exception of gnp are not stationary and therefore differencing is performed to secure stationarity the study finds causality running from gdp to energy consumption without feedback in taiwan it is also found that causality runs from gdp to energy but not vice versa

unequal societies income distribution and the social contract this paper develops a theory of inequality and the social contract aiming to explain how countries with similar economic and political fundamentals can sustain such different systems of social insurance fiscal redistribution and education finance as those of the united states and western europe with imperfect credit and insurance markets some redistributive policies can improve ex ante welfare and this implies that their political support tends to decrease with inequality conversely with credit constraints lower redistribution translates into more persistent inequality hence the potential for multiple steady states with mutually reinforcing high inequality and low redistribution or vice versa

aggregation and the role of energy in the economy methods for investigating the role of energy in the economy involve aggregating different energy flows a variety of methods have been proposed but none has received universal acceptance this paper shows that the method of aggregation has crucial effects on the results of the analysis we review the principal assumptions and methods for aggregating energy flows the basic heat equivalents approach economic approaches using prices or marginal product for aggregation emergy analysis and thermodynamic approaches such as exergy we argue that economic approaches such as the index or marginal product method are superior because they account for differences in quality among fuels we apply various economic approaches in three case studies in the us economy in the first we account for energy quality to assess changes in the energy surplus delivered by the extraction of fossil fuels from 1954 to 1992 the second and third case studies examine the importance of energy quality in evaluating the relation between energy use and gdp first a quality adjusted index of energy consumption is used in an econometric analysis of the causal relation between energy use and gdp from 1947 to 1996 second we account for energy quality in an econometric analysis of the factors that determine changes in the energy gdp ratio from 1947 to 1996 without adjusting for energy quality the results imply that the energy surplus from petroleum extraction is increasing that changes in gdp drive changes in energy use and that gdp has been decoupled from between aggregate energy use all of these conclusions are reversed when we account for changes in energy quality 2000 elsevier science b v all rights reserved

business cycle turning points a new coincident index and tests of duration dependence based on a dynamic factor model with regime switching the synthesis of the dynamic factor model of stock and watson 1989 and the regime switching model of hamilton 1989 proposed by diebold and rudebusch 1996 potentially encompasses both features of the business cycle identified by burns and mitchell 1946 1 comovement among economic variables through the cycle and 2 nonlinearity in its evolution however maximum likelihood estimation has required approximation recent advances in multimove gibbs sampling methodology open the way to approximation free inference in such non gaussian nonlinear models this paper estimates the model for u s data and attempts to address three questions are both features of the business cycle empirically relevant might the implied new index of coincident indicators be a useful one in practice do the resulting estimates of regime switches show evidence of duration dependence the answers to all three would appear to be yes

causal relationship between energy consumption and gdp revisited the case of korea 1970 1999 abstract causal relationship between energy consumption and economic growth is investigated applying a multivariate model of capital labor energy and gdp usual btu energy aggregate is substituted with a divisia aggregate in an attempt to mitigate aggregation bias to test for granger causality in the presence of cointegration among the variables we employ a vector error correction model rather than a vector autoregressive model empirical results for korea over the period 1970 1999 suggest a long run bidirectional causal relationship between energy and gdp and short run unidirectional causality running from energy to gdp the source of causation in the long run is found to be the error correction terms in both directions

vietnam s energy sector a review of current energy policies and strategies abstract since the introduction of market oriented economy in 1986 vietnam has made noticeable socio economic progress in this progress the energy sector has played a vital role this role is likely to deepen in the years to come as vietnam strives to achieve even higher levels in economic progress such deepening in the role of energy this paper argues will heighten concerns about the security of energy supply and economic environmental social and political consequences in order to address these issues vietnam has over the last decade developed a suite of energy policies a deeper review of these policies suggests that they are typified by economic growth orientation exclusive focus on a single sector or single issue and largely neglect the significance of cross sectoral and cross thematic issues arising from the interdependencies between energy economy and the polity at large the existing energy policy settings are therefore unlikely to be able to provide a satisfactory redress to the challenges noted above this paper provides an overview of the current energy policies with a view to identify areas where further policy effort is needed in order to facilitate a sustainable development of the vietnamese energy sector

energy and economic growth in the usa a multivariate approach abstract this paper examines the causal relationship between gdp and energy use for the period 1947 90 in the usa the relationship between energy use and economic growth has been examined by both biophysical and neoclassical economists in particular several studies have tested for the presence of a causal relationship in the granger sense between energy use and economic growth however these tests do not allow a direct test of the relative explanatory powers of the neoclassical and biophysical models a multivariate adaptation of the test vector autoregression var does allow such a test a var of gdp energy use capital stock and employment is estimated and granger tests for causal relationships between the variables are carried out although there is no evidence that gross energy use granger causes gdp a measure of final energy use adjusted for changing fuel composition does granger cause gdp

a note on the causal relationship between energy and gdp in taiwan abstract this paper re examines the causality between energy consumption and gdp by using updated taiwan data for the period 1954 1997 as a secondary contribution we investigate the causal relationship between gdp and the aggregate as well as several disaggregate categories of energy consumption including coal oil natural gas and electricity applying granger s technique we find bidirectional causality between total energy consumption and gdp we find further that different directions of cause exist between gdp and various kinds of energy consumption

the relationship between energy and gnp further results this paper reexamines the casuality between gnp and energy consumption by using updated us data for the period 1947 1979 as a secondary contribution we investigate the causal relationship between energy consumption and employment applying sims technique we find no causal relationship between gnp and energy consumption we find further that there is a slight unidirectional flow running from employment to energy consumption economic interpretations of the empirical results are also presented

human capital technical change and the welfare state i study the interactions between the distribution of human capital technological choice and redistributive institutions i first ask what makes alternative social contracts such as a european style welfare state and u s style laissez faire sustainable and in particular how each is affected by skill biased technical change i then endogenize technological or organizational choice and show that firms respond to greater human capital heterogeneity with more flexible technologies that further exacerbate wage equality i then analyze the simultaneous determination of technology income distribution and redistributive institutions and as well as spillovers between the social contracts of different countries jel d31 o33 j3 h10

the importance of electrical energy for economic growth in barbados using a neo classical aggregate production model where capital labour technology and energy are treated as separate inputs this paper tests for the existence and direction of causality between output growth and electrical energy use in barbados analysed as a whole and in sectors respectively results indicate the presence of a long run relationship between growth and electricity consumption specifically we find that the non residential sector is a key driver of growth in addition the evidence reveals a bidirectional causal relationship between electrical energy consumption and real gdp in the long run but only a unidirectional causal relationship from energy to output in the short run forecasts indicate increasing consumption of electrical energy particularly by the residential sector we suggest that plans by the government to liberalise the sector should encourage efficiency and innovation in production and distribution which should result in lower prices as independent suppliers compete to maintain their market shares changes in the regulatory environment will also be necessary if such plans materialise policymakers will need to pay greater attention to the expected increase in the rate of consumption by the residential sector as this will help to reduce the imports of oil and depletion of scarce foreign exchange resources by a sector that does not spur economic growth an increase in energy capacity should be encouraged as contingency planning in the event of a technical or political disruption to fuel imports will be critical notwithstanding the drive to use more renewable sources of energy

a multivariate cointegration analysis of the role of energy in the us macroeconomy abstract this paper extends my previous analysis of the causal relationship of gdp and energy use in the usa in the post war period a majority of the relevant variables are integrated justifying a cointegration analysis the results show that cointegration does occur and that energy input cannot be excluded from the cointegration space the results are plausible in terms of macroeconomic dynamics the results are similar to my previous granger causality results and contradict claims in the literature based on bivariate models that there is no cointegration between energy and output

energy supply demand and policy in viet nam with future projections abstract this article provides background on the current status and recent trends of energy use in viet nam as well as projections of energy demand and energy supply in the coming decades the article summarizes the results of the current national master plan for developing the electricity supply sector to meet increasing electricity demand also described are the evolution and current status of viet nam s energy policies including those related to energy security energy efficiency and conservation the environment and development of renewable energy sources as well as strategies for power sector development and restructuring of the energy sector toward greater use of competitive energy markets the initial phase of the viet nam energy sector modeling effort under the asian energy security aes project is described the final section of this article offers conclusions regarding the status of viet nam s energy sector and policies and recommendations regarding next steps in energy security analysis

energy consumption and gdp in tunisia cointegration and causality analysis abstract in this paper the johansen cointegration technique is used to examine the causal relationship between per capita energy consumption pcec and per capita gross domestic product pcgdp for tunisia during the 1971 2004 period in order to test for granger causality in the presence of cointegration among the variables a vector error correction model vecm is used instead of a vector autoregressive var model our estimation results indicate that the pcgdp and pcec for tunisia are related by one cointegrating vector and that there is a long run bi directional causal relationship between the two series and a short run unidirectional causality from energy to gross domestic product gdp the source of causation in the long run is found to be the error correction terms in both directions hence an important policy implication resulting from this analysis is that energy can be considered as a limiting factor to gdp growth in tunisia conclusions for tunisia may also be relevant for a number of countries that have to go through a similar development path of increasing pressure on already scarce energy resources

energy consumption and economic growth the case of oil exporting countries this paper examines the causal relationship between the per capita energy consumption and the per capita gdp in a panel of 11 selected oil exporting countries by using panel unit root tests and panel cointegration analysis the results show a unidirectional strong causality from economic growth to energy consumption for the oil exporting countries the findings have practical policy implications for decision makers in the area of macroeconomic planning in most major oil exporting countries government policies keep domestic prices bellow free market level resulting in high levels of domestic energy consumption the results imply that the energy conservation through reforming energy price policies has no damaging repercussions on economic growth for this group of countries

the causal relationship between electricity consumption and economic growth in the asean countries abstract this paper investigates the causal relationship between electricity consumption and economic growth among the association of south east asian nations asean 4 members namely indonesia malaysia singapore and thailand using modern time series techniques for the period 1971 2002 the results indicate that there is a bi directional causality between electricity consumption and economic growth in malaysia and singapore this means that an increase in electricity consumption directly affects economic growth and that economic growth also stimulates further electricity consumption in the two countries however uni directional causality runs from economic growth to electricity consumption in indonesia and thailand without any feedback effect thus electricity conservation policies can be initiated without deteriorating economic side effects in the two countries

causality between energy consumption and economic growth in india a note on conflicting results abstract this note examines the different direction of causal relation between energy consumption and economic growth in india applying engle granger cointegration approach combined with the standard granger causality test on indian data for the period 1950 1996 we find that bi directional causality exists between energy consumption and economic growth further we apply johansen multivariate cointegration technique on the different set of variables the same direction of causality exists between energy consumption and economic growth this is different from the results obtained in earlier studies

energy consumption economic growth and prices a reassessment using panel vecm for developed and developing countries this paper reinvestigates the energy consumption gdp growth nexus in a panel error correction model using data on 20 net energy importers and exporters from 1971 to 2002 among the energy exporters there was bidirectional causality between economic growth and energy consumption in the developed countries in both the short and long run while in the developing countries energy consumption stimulates growth only in the short run the former result is also found for energy importers and the latter result exists only for the developed countries within this category in addition compared to the developing countries the developed countries elasticity response in terms of economic growth from an increase in energy consumption is larger although its income elasticity is lower and less than unitary lastly the implications for energy policy calling for a more holistic approach are discussed c 2006 elsevier ltd all rights reserved

energy consumption and economic growth in vietnam abstract this study attempts to analyse the relationship between energy consumption and economic growth in vietnam using the neoclassical solow growth framework for the 1971 2011 period the concept and methods of cointegration and granger causality are used to establish the relationship between the variables of interest our results confirm the existence of cointegration among the variables in particular energy consumption fdi and capital stock were found positively influence economic growth in vietnam the granger causality test revealed unidirectional causality running from energy consumption to economic growth hence vietnam is an energy dependent economy and any energy or environment policy drawn up in an attempt to conserve energy will jeopardise the process of economic development in vietnam for this reason the renewable energy policy should be given attention to provide sufficient supplies of energy to speed up economic expansion investment in r d may be required to incentivise private public institutions to engage in this innovation while the awareness for energy saving policy among public could be integrated to meet social economic development

the survival of the welfare state this paper provides an analytical characterization of markov perfect equilibria in a model with repeated voting where agents vote over distortionary income redistribution a key result is that the future constituency for redistributive policies depends positively on current redistribution since this affects both private investments and the future distribution of voters the model features multiple equilibria in some equilibria positive redistribution persists forever in other equilibria even a majority of beneficiaries of redistribution vote strategically so as to induce the end of the welfare state next period skill biased technical change makes the survival of the welfare state less likely

economic growth and energy consumption revisited evidence from linear and nonlinear granger causality the relationship between energy consumption and economic growth is considered as an imperative issue in energy economics previous studies have ignored the nonlinear behavior which could be caused by structural breaks in this study both linear and nonlinear granger causality tests are applied to examine the causal relationship between energy consumption and economic growth for a sample of asian newly industrialized countries as well as the u s this study finds evidence supporting a neutrality hypothesis for the united states thailand and south korea however empirical evidence on philippines and singapore reveals a unidirectional causality running from economic growth to energy consumption while energy consumption may have affected economic growth for taiwan hong kong malaysia and indonesia policy implications are also discussed

energy consumption and economic growth in new zealand results of trivariate and multivariate models abstract this study examines the energy consumption growth nexus in new zealand causal linkages between energy and macroeconomic variables are investigated using trivariate demand side and multivariate production models long run and short run relationships are estimated for the period 1960 2004 the estimated results of demand model reveal a long run relationship between energy consumption real gdp and energy prices the short run results indicate that real gdp granger causes energy consumption without feedback consistent with the proposition that energy demand is a derived demand energy prices are found to be significant for energy consumption outcomes production model results indicate a long run relationship between real gdp energy consumption and employment the granger causality is found from real gdp to energy consumption providing additional evidence to support the neoclassical proposition that energy consumption in new zealand is fundamentally driven by economic activities inclusion of capital in the multivariate production model shows short run causality from capital to energy consumption also changes in real gdp and employment have significant predictive power for changes in real capital

threshold cointegration and causality relationship between energy use and growth in seven african countries abstract the paper investigates the long run and the causality relationship between energy consumption and economic growth for seven sub saharan african countries during the period 1970 2007 using the gregory and hansen 1996a 1996b testing approach to threshold cointegration we find that energy consumption is cointegrated with economic growth in cameroon cote d ivoire ghana nigeria and south africa moreover this test suggests that economic growth has a significant positive long run impact on energy consumption in these countries before 1988 and this effect becomes negative after 1988 in ghana and south africa furthermore causality tests suggest bidirectional causality between energy consumption and real gdp in cote d ivoire and unidirectional causality running from real gdp to energy usage in the case of congo and ghana

electricity consumption growth nexus the case of malaysia abstract the goal of this paper is to model the relationship between electricity consumption and real gross domestic product gdp for malaysia in a bivariate and multivariate framework we use time series data for the period 1971 2003 and apply the bounds testing approach to search for a long run relationship our results reveal that electricity consumption real gdp and price share a long run relationship the results of the autoregressive distributed lag ardl estimates of long run elasticity of electricity consumption on gdp are found to be around 0 7 and statistically significant finally in the short run the results of the causality test show that there is a unidirectional causal flow from electricity consumption to economic growth in malaysia from these findings we conclude that malaysia is an energy dependent country leading us to draw some policy implications this paper adds support and validity thus reducing the policy makers concern on the ambiguity of the electricity and growth nexus in malaysia

electricity generation mix and economic growth what role is being played by nuclear sources and carbon dioxide emissions in france abstract the gradual trend towards the electrification of economies has raised new challenges focusing on france this paper uses monthly data from january 2010 to november 2014 to study the challenge of the simultaneous integration of various sources of generation and their relationship with economic growth for the analysis of the dynamics of interaction between electricity sources the auto regressive distributed lag ardl bounds test approach was shown to be appropriate as it allows short and long run effects to be distinguished the results showed that nuclear energy has been a huge driver of economic growth in france and at the same time leads to an environment with lower co 2 emissions renewables were shown to exert a negative effect on economic growth which could be due to lack of investment in other sources of production due to the resilient position held by nuclear sources the substitution effect among sources is noticeable the robustness of the results was checked using annual data from 1970 until 2012 and the results were comparable to those from the monthly data

an econometric characterization of business cycle dynamics with factor structure and regime switching a dynamic factor model with regime switching is proposed as an empirical characterization of business cycles the approach integrates the idea of comovements among macroeconomic variables and asymmetries of business cycle expansions and contractions the first is captured with an unobservable dynamic factor and the second by allowing the factor to switch regimes the model is estimated by maximizing its likelihood function and the empirical results indicate that the combination of these two features leads to a successful representation of the data relative to extant literature this holds for within and out of sample and for both revised and real time data copyright 1998 by economics department of the university of pennsylvania and the osaka university institute of social and economic research association

some comments on risk investor risk is a complicated concept in practice and is not well captured by measures of volatility as is well understood by uncertainty theory rather than asking statisticians to attempt to measure risk it may be better to listen to decision theorists but their suggestions are not very practical diversification is clearly helpful in reducing risk but the risk level of one portfolio cannot be measured without knowing the risks of other major portfolios a meta analysis can be used to compare alternative volatility measures in terms of their forecasting utility copyright 2002 john wiley sons ltd

were there regime switches in u s monetary policy working paper 2004 14 june 2004 abstract a multivariate model identifying monetary policy and allowing for simultaneity and regime switching in coefficients and variances is confronted with u s data since 1959 the best fit is with a model that allows time variation in structural disturbance variances only among models that also allow for changes in equation coefficients the best fit is for a model that allows coefficients to change only in the monetary policy rule that model allows switching among three main regimes and one rarely and briefly occurring regime the three main regimes correspond roughly to periods when most observers believe that monetary policy actually differed and the differences in policy behavior are substantively interesting though statistically ill determined the estimates imply monetary targeting was central in the early 80s but was also important sporadically in the 70s the changes in regime were essential neither to the rise in inflation in the 70s nor to its decline in the 80s jel classification e52 e47 c53 key words counterfactuals lucas critique policy rule monetary targeting simultaneity volatility model comparison i the debate over monetary policy change in an influential paper clarida gali and gertler 2000 cgg presented evidence that us monetary policy changed between the 1970 s and the 1980 s indeed that in the 70 s it was drastically worse they found that the policy rule apparently followed in the 70 s was one that when embedded in most stochastic general equilibrium models would imply non uniqueness of the equilibrium and hence vulnerability of the economy to sunspot fluctuations of arbitrarily large size their estimated policy rule for the later period on the other hand eliminated this indeterminacy these results are a possible explanation of the volatile and rising inflation of the 70 s and of its subsequent decline the cgg analysis has two important weaknesses one is that it fails to account for stochastic volatility us macroeconomic variables and particularly the federal funds rate have gone through periods of tranquility and of agitation with forecast error variances varying greatly from period to period ignoring such variation does not lead to inconsistent estimates of model parameters when the forecasting equations themselves are constant but it strongly biases toward a finding of changed parameters tests of the stability of the forecasting equations the other weakness is that the cgg analysis rests on powerful and implausible identifying assumptions they require that we accept that the response of the monetary authority to expected future inflation and output does not depend on the recent history of inflation money growth or output it is hard to understand why this should be so especially in the 70 s when monetarism was a prominent theme in policy debates congress was requiring reports from the fed of projected time paths of monetary aggregates and financial markets were reacting sensitively to weekly money supply numbers the requirement for existence and uniqueness of equilibrium in dynamic models is that the monetary policy rule show a more than unit response of interest rates to the sum of the logs of all nominal variables that appear on the right hand side of the reaction function if we force a particular measure of expected future inflation to proxy for all the nominal variables that actually appear independently in the reaction function we are bound to get distorted conclusions on the one hand because expected future inflation will be a noisy measure of the full set of nominal influences on policy we might get downward bias in our estimates from the usual errorsin variables effect on the other hand to the extent that expected future inflation like most expected future values shows less variation than current nominal variables we could find a mistaken scaling up of coefficients

structural break unit root and the causality between energy consumption and gdp in turkey abstract this paper tries to investigate a series of unit root and causality tests to detect causality between the gdp and energy consumption in turkey employing hsiao s version of granger causality method for the 1950 2000 period the conventional unit root tests indicate the series are i 1 whereas the endogenous break unit root tests proposed by zivot and andrews zivot e and andrews d w k 1992 further evidence on the great crash the oil price shock and the unit root hypothesis journal of business and economics statistics 10 251 270 and perron perron p 1997 further evidence on breaking trend functions in macroeconomic variables journal of econometrics 80 355 385 reveal that the series are trend stationary with a structural break therefore it is inappropriate to take the first difference of the data to achieve stationarity the main conclusion of this study is that there is no evidence of causality between energy consumption and gdp in turkey based on the detrended data

the relationship between energy consumption energy prices and economic growth time series evidence from asian developing countries this paper estimates the causal relationships between energy consumption and income for india indonesia the philippines and thailand using cointegration and error correction modelling techniques the results indicate that in the short run unidirectional granger causality runs from energy to income for india and indonesia while bidirectional granger causality runs from energy to income for thailand and the philippines in the case of thailand and the philippines energy income and prices are mutually causal the study results do not support the view that energy and income are neutral with respect to each other with the exception of indonesia and india where neutrality is observed in the short run c 2000 elsevier science b v all rights reserved jel classifications c22 q43 q48

heterogeneity stratification and growth macroeconomic implications of community structure and school finance this paper examines how socioeconomic stratification and alternative systems of education finance affect inequality and growth agents interact through local public goods or externalities school funding neighborhood effects and economywide linkages complementary skills knowledge spillovers sorting families into homogeneous communities often minimizes the costs of existing heterogeneity but mixing reduces heterogeneity faster integration therefore tends to slow down growth in the short run yet raise it in the long run a move to state funding of education presents society with a similar intertemporal trade off local and global complementarities play major roles in determining the efficient social and educational structures copyright 1996 by american economic association

a literature survey on energy growth nexus abstract this paper provides a survey of the recent progress in the literature of energy consumption economic growth and electricity consumption economic growth causality nexus the survey highlights that most empirical studies focus on either testing the role of energy electricity in stimulating economic growth or examining the direction of causality between these two variables although the positive role of energy on growth has become a stylized fact there are some methodological reservations about the results from these empirical studies a general observation from these studies is that the literature produced conflicting results and there is no consensus neither on the existence nor on the direction of causality between energy consumption electricity consumption and economic growth as a policy implication to avoid from conflicting and unreliable results the authors may use the autoregressive distributed lags bounds test two regime threshold co integration models panel data approach and multivariate models including new variables such as real gross fixed capital formation labor force carbon dioxide emissions population exchange rates interest rates etc thus the authors should focus more on the new approaches and perspectives rather than by employing usual methods based on a set of common variables for different countries and different intervals of time