renewable to total electricity consumption ratio estimating the permanent or transitory fluctuations based on flexible fourier stationarity and unit root tests abstract this paper examines the stationarity properties of the renewable to total electricity consumption ratio for this purpose we use becker et al s 2006 flexible fourier stationarity test as a benchmark and the recent advanced fourier adf unit root test for 90 countries over the period 1980 2011 the results of the first test document the stationarity of the renewable to total electricity consumption ratio for 65 countries from different geographic areas namely africa america asia pacific and europe however when validated the fourier adf test shows that the null hypothesis of unit root is rejected in all the cases except for the united kingdom the fact that the stationarity in the share of renewable to total electricity consumption is documented by the new proposed more powerful tests does not necessarily mean that the renewable energy policies are ineffective as the previous literature states a wide range of elements might influence the stationarity or non stationarity of this ratio however our findings are important from the modeling perspective as the empirical studies on renewable energy can produce reliable results and use appropriate techniques for modeling and forecasting only if the stationarity or non stationarity is correctly documented

looking for hysteresis in coal consumption in the us abstract this paper estimates an unobserved components model to explore coal consumption in the usa we ask whether coal consumption exhibits hysteresis defined as a dynamic structure in which the cyclical component of coal consumption has permanent effects on the natural component in contrast to previous analysis we provide evidence in favor of hysteresis in coal consumption by using the nonlinear framework proposed recently by perez alonso and di sanzo 13 in which threshold type nonlinearities are introduced by allowing past cyclical consumption to have a different impact on the natural component depending on the regime the article discusses implications of the findings for energy conservation policies

persistence in natural gas consumption in the us an unobserved component model abstract this article re examines the persistence in natural gas consumption using an alternative methodology in particular we report estimates of an unobserved components model in which hysteresis exists if cyclical and natural gas consumptions do not evolve independently in addition this framework is also extended by using the nonlinear approach in which nonlinearities are introduced by allowing past cyclical component to have a different impact on the natural component depending on the regime in a linear framework our results seem to indicate that hysteresis does not exist however when non linearity is taken into account we provide evidence in favor of hysteresis in natural gas consumption when the variations in natural gas consumption are above the threshold value we also selectively survey the empirical literature that examines the long term properties of energy series in order to put our contribution in perspective

is ecommerce boundary less effects of individualism collectivism and uncertainty avoidance on internet shopping from publicly available data we identified two national culture dimensions individualism collectivism and uncertainty avoidance and their interaction that influences internet shopping rates across a wide spectrum of countries together these factors accounted for 14 of the explained variance on top of the combined variance of 63 explained by national income level educational level economic growth rate unemployment rate and crime rate in predicting internet shopping rates for countries lower in uncertainty avoidance individualist cultures show higher internet shopping rates than do collectivist cultures implications for national and internet firm level web design strategies are discussed

modeling returns and volatility transmission between oil price and us nigeria exchange rate article i nfo this paper models returns and volatility transmission between oil price op and us nigeria exchange rate exr consequently it provides five main innovations i it analyzes op and exr using the recently devel oped test by narayan and popp 2010 np which allows for two structural breaks in the data series ii it employs the narayan and liu 2011 nl garch unit root test to evaluate robustness of np test iii it con siders the newly developed var garch model to capture the spillover effects in the returns and volatility of op and exr iv it modifies the var garch model to account for structural breaks obtained from the np procedure and v using the results obtained from the var garch model it examines the optimal weights of holding oil and foreign exchange fx assets and also computes the hedging ratios in the presence of oil risk based on the np and nl tests it finds robust structural breaks that coincide with the period of global fi nancial crisis as well as period of fx crisis in nigeria also it establishes a bidirectional returns and spillover transmission between oil and fx markets finally its findings reveal evidence of hedging effectiveness involving oil and fx markets in nigeria and thus the inclusion of oil into a diversified portfolio of fx will improve its risk adjusted return performance

are shocks to disaggregated energy consumption in malaysia permanent or temporary evidence from lm unit root tests with structural breaks abstract the objective of this paper is to examine whether energy consumption in malaysia disaggregated by sector and type is stationary or contains a unit root to realize our objective we apply the lagrange multiplier lm family of unit root tests with up to two structural breaks depending on the decision rule for selecting between results in the no break one break and two break cases we find that energy consumption is stationary for between 50 per cent and 70 per cent of the disaggregated energy series and between 25 per cent and 50 per cent of sectors implications for the malaysian government s attempts to reduce fossil fuel consumption are discussed

international entrepreneurship in internet enabled markets abstract despite the increasing numbers of businesses that are already using the internet to pursue international opportunities and the latent potential for such activity from rising internet adoption levels the international entrepreneurship literature has paid limited attention to the phenomenon to address this gap we review past research in international entrepreneurship as well as the broader fields of entrepreneurship international business marketing management and management information systems to identify firm level resources that are associated with the successful pursuit of international opportunities in internet enabled markets we identify three such internet related firm level resources online reputation online technological capabilities and online brand communities we develop a propositional inventory of the expected relationships identify measures expected to be useful to future scholars in this area and present the implications of our review for future international entrepreneurship research

modelling oil price volatility with structural breaks in this paper we provide two main innovations i we analyze oil prices of two prominent markets namely west texas intermediate wti and brent using the two recently developed tests by narayan and popp 2010 and liu and narayan 2010 both of which allow for two structural breaks in the data series and ii the latter method is modified to include both symmetric and asymmetric volatility models we identify two structural breaks that occur in 1990 and 2008 which coincidentally correspond to the iraqi kuwait conflict and the global financial crisis respectively we find evidence of persistence and leverage effects in the oil price volatility while further extensions can be pursued the consideration of asymmetric effects as well as structural breaks should not be jettisoned when modelling oil price volatility

the energy growth nexus reconsidered persistence and causality abstract this article applies a recent econometric framework to the analysis of the relationship between energy consumption and economic growth in the us which allows a joint study of causality and persistence we provide evidence suggesting a nonlinear relationship with a structural break in the most recent regime we find that gdp causes energy consumption and vice versa furthermore both series show persistence i e cyclical and natural components do not evolve independently thus policies oriented to the reduction of energy consumption could constrain economic growth and policy shocks can have permanent effects

retail competition and the dynamics of demand for tied goods we present a demand system for tied goods incorporating dynamics arising from the tied nature of the products and the stockpiling induced by storability and durability we accommodate competition across tied good systems and competing downstream retail formats by endogenizing the retail format at which consumers choose to stockpile inventory this facilitates measurement of long run retail substitution effects and yields estimates of complementarities within and substitution across competing systems of tied goods we present an empirical application to an archetypal tied goods category razors and blades we discuss the implications of measured effects for manufacturer pricing when selling the tied products through an oligopolistic downstream retail channel and assess the extent to which retail substitution reduces channel conflict

the rational effect of price promotions on sales and consumption we explore the rational effect of price variation on sales and consumption in markets where consumers are uncertain about the future price of goods we first derive an optimal ordering policy which expresses the amount a consumer should purchase and consume in a given period as a function of the observed price of the good the distribution of future prices and the nature of his or her inventory this policy extends previous normative models of inventory control such as those by golabi 1985 and kalymon 1970 to the case where the amount to consume in a given period is an explicit decision variable and prices follow a first order stochastic process we then use this model to explore how changes in the long run frequency and temporal correlations of price promotions should normatively affect the contemporaneous relationship between purchase consumption and price among the predictions which follow from the model are that consumption should rationally increase with the size of existing inventories the short term sensitivity of sales to prices should be greater than that of consumption to price and this discrepancy increases with decreases in the temporal correlation of price deals and the long term relative frequency of price deals

applied econometrics and implications for energy economics research abstract developments in applied econometrics particularly with regard to unit root tests and cointegration tests have motivated a rich empirical literature on energy economics over the last decade this study reviews recent developments in time series econometrics applications in the energy economics literature we first consider the literature on the integration properties of energy variables we begin with a discussion of the implications of whether energy variables contain a unit root and proceed to examine how results differ according to the specific unit root or stationarity test employed we then proceed to examine recent developments in the literature on cointegration granger causality and long run estimates between disaggregated energy consumption and economic growth we review both single country and panel studies and pay particular attention to studies which have expanded the literature through adding variables such as financial development and trade in addition to energy consumption to the augmented production function as well as studies which have extended the literature through examining disaggregated energy consumption by type in each case we highlight best practice in the literature point to limitations in the literature including econometric modeling challenges and suggest recommendations for future research a key message of our survey is that the profession needs to guard against overload of research in these areas as most applied studies are no longer adding anything more to what is already known

long memory and disaggregated energy consumption evidence from fossils coal and electricity retail in the u s abstract in this paper the long memory properties of disaggregated fossils coal and electricity retail consumption in the u s over the 1989 2009 period are examined the presence of long memory is related to autocorrelation persistence of each series our results show that there is heterogeneity in the order of integration between these types of energy consumption and for the different sectors employed which is affected by the inclusion of a break event the order of integration was generally higher for the case of a break in the intercept than in the slope with the latter being more plausible for all series

how does germany s green energy policy affect electricity market volatility an application of conditional autoregressive range models abstract based on a dynamic model for the high low range of electricity prices this article analyses the effects of germany s green energy policy on the volatility of the electricity market using european energy exchange data from 2000 to 2015 we find rather high volatility in the years 2000 2009 but also that the weekly price range has significantly declined in the period following the year 2009 this period is characterised by active regulation under the energy industry law enwg the eu emissions trading directive etd and the renewable energy law eeg in contrast to the preceding period price jumps are smaller and less frequent especially for day time hours implying that current policy measures are effective in promoting renewable energies while simultaneously upholding electricity market stability this is because the regulations strive towards a more and more flexible and market oriented structure which allows better integration of renewable energies and supports an efficient alignment of renewable electricity supply with demand

conditional convergence in us disaggregated petroleum consumption at the sector level abstractwe test for convergence in disaggregated petroleum consumption at the sector level for the united states using the recently proposed garch unit root test suitable for high frequency data we find evidence of convergence for just over half of the series including total petroleum consumption in each sector and approximately three quarters of the disaggregated petroleum consumption series in transportation

profiles of internet buyers in 20 countries evidence for region specific strategies the prospect of an emerging global internet consumer entices many internationalizing organizations as it would enable standardization of internet strategies on a worldwide basis a sample of advanced internet users from 20 countries shows differences in beliefs attitudes perceptions and internet buying behavior depending on user experience and home country or region there were important differences after controlling for social cultural and macro economic variables implications for a regional approach to global e commerce strategies are discussed

is monthly us natural gas consumption stationary new evidence from a garch unit root test with structural breaks we apply a recently developed unit root test that simultaneously accounts for heteroskedasticity and structural breaks to united states monthly natural gas consumption we find that united states monthly natural gas consumption is stationary our results illustrate the importance of accounting for heteroskedasticity when testing for a unit root in energy consumption with higher frequency data

environmental kuznets curve and financial development in pakistan abstract in this study we analyzed the effects of financial development per capita real income the square of per capita real income per capita energy consumption and openness on per capita co 2 emissions for pakistan during 1972 2013 the bound f test for cointegration yielded evidence of a long term relationship among these variables the results confirm the existence of an environmental kuznets curve in pakistan for both the short and long term this finding indicates that at the initial stage of development the level of co 2 increases with income and after some threshold level of income this relationship may change from positive to negative as more efficient infrastructure and energy efficient technology are implemented during the development process of the country the findings of this study also reveal a significantly positive sign for the coefficient of financial development suggesting that financial development has occurred at the expense of environmental quality the results further indicate that the key contributing factors to carbon emissions in pakistan are income energy consumption and financial development in addition the openness variable has no significant influence on carbon emission in either the short or long term

nonlinear causality between crude oil price and exchange rate a comparative study of china and india a failed replication negative type 1 and type 2 evidence published in this journal by bal and rath 2015 purports a bidirectional nonlinear causality between oil price and india s exchange rate and for china unidirectional nonlinear causality running from exchange rate to oil price their entire testing protocol and ensuing results rest upon claims that all the variables contain a unit root we raise several critical issues and revisit the order of integration of the series as well as their cointegration and granger causality properties through a pure replication and a reanalysis contrary to bal and rath 2015 when we repeat their estimated model with their specification of the ng and perron 2001 unit root test on their data we find that their oil price series rol is level stationary negative replication type 1 a result which makes all their subsequent results biased and misleading our reanalysis confirms that rol is i 0 linearly as well as nonlinearly we also find that the basic bivariate model proposed by bal and rath 2015 fails to produce statistically robust and stable cointegrating patterns nonlinear causality tests confirm the absence of any nonlinear causality for both countries negative replication type 2

long memory in us disaggregated petroleum consumption evidence from univariate and multivariate lm tests for fractional integration previous studies that have tested for a unit root in aggregate energy consumption have potentially reached misleading conclusions because they fail to allow for the possibility that energy consumption might be fractionally integrated and do not distinguish between different types of energy consumption this study tests for long memory in disaggregated petroleum consumption in the united states using univariate and multivariate lagrange multiplier lm tests for fractional integration the results point strongly to the need to distinguish between different forms of energy consumption and allow for a generalization of the i 0 i 1 dichotomy when considering the order of integration of energy consumption allowing for short run dynamics the univariate test suggests that less than 50 of the series are fractionally integrated consistent with expectations the non stationary series are found to have the highest mean and standard deviation the multivariate test suggests that petroleum consumption in the commercial and industrial sectors is clearly fractionally integrated when allowing for short run dynamics and as such exhibits persistent effects while petroleum consumption in the residential sector is a stationary process

a framework for investigating habits the hand of the past and heterogeneity in dynamic brand choice in this paper we develop a general class of dynamic brand choice models called lightning bolt lb models which are consistent with the theory of random utility maximization of consumer choice behavior the underlying random utility process is markov and the inter temporal evolution of the utility maximizing brand choice process is also markov the models permit parsimonious parameterizations of the random utility process in brand choices with the resulting switching probabilities being functionally related to explanatory variables the model allows for structural state dependence feedback habit persistence inertia and unobserved heterogeneity the theoretical development shows that several well known stochastic brand choice models can be deduced from random utility maximization theory from a managerial perspective the usefulness of the proposed model stems from its ability to separate out the effects of habits state dependence and heterogeneity strong state dependence effects imply incentives for inducing trial of a brand e g product sampling in contrast with state dependence a strong habit persistence effect may be indicative of buyer behavior where inducement of trial of a different brand may not be sufficient to maintain a sustained defection of the consumer from the habitually purchased brand to the trial brand failure to distinguish between these two effects has important implications for example a model that only accounts for state dependence effects would in the presence of only habit persistence incorrectly attribute it to state dependence based on this the manager could decide to embark on an expensive sampling program that might prove ineffective due to the absence of state dependence it is also important to distinguish between the effects of unobserved heterogeneity and state dependence in the absence of true state dependence failing to account for unobservable variations across households such as differences in price sensitivities results in the temporally persistent unobservable elements showing up as state dependence in the model hence a manager may incorrectly opt for sampling as the appropriate marketing action whereas a couponing or price promotion strategy should have been preferred we estimate the model parameters using the ac nielsen household scanner panel data set on catsup purchases further we investigate empirical techniques for overcoming the initial conditions problem that affects many dynamic models of brand choice through simulation analysis using the estimated parameters we show that the calculated profitability of a promotion must take into account the multi period impact due to state dependence further we demonstrate how ignoring heterogeneity can result in spurious state dependence thereby making marketing tactics such as product sampling appear far more attractive than they actually are specifically the model that accounts only for habit persistence and state dependence effects predicts a share increase of 2 4 points through sampling for one of the brands in the empirical analysis once the effects of unobserved heterogeneity are accounted for however this number drops precipitously to 0 3 while even this low number might fulfill the objectives of the brand manager it ensures that expectations are not eight times that number it is important to note that this paper is a first attempt at analyzing the three fundamental dimensions of dynamic brand choice behavior our formulation represents a reduced form approach as opposed to a structural approach other limitations of the model include our focus on time invariant choice sets extensions of the model to situations where choice sets vary over time are possible but are difficult another limitation is the dependence on multivariate extreme value distributions an alternative would be to use multivariate normal distributions i e a probit like structure which has certain useful properties a comparison of the two approaches would be useful empirical extensions of the model to allow for higher order processes and nested logit type model structures could also be fruitful explicitly incorporating variety seeking behavior in the model would further enrich the theoretical framework proposed in this paper

are shocks to energy consumption permanent or temporary evidence from 182 countries this article applies univariate and panel data unit root tests to annual panel data for 182 countries over the period 1979 2000 to examine the stationarity properties of per capita energy consumption the univariate unit root test can only reject the unit root null for 56 countries or 31 of the sample at the 10 level or better however univariate unit root tests have low power with short spans of data and therefore failure to reject the unit root null should be treated with caution when we apply the panel data unit root test we find overwhelming evidence that energy consumption is stationary we discuss the policy implications of these findings and offer suggestions for future research

are shocks to natural gas consumption temporary or permanent evidence from a panel of u s states abstract this short communication examines whether or not u s natural gas consumption follows a stationary process unlike previous research that has focused on regional country or industrial sector based panel studies this study undertakes a sub national investigation of natural gas consumption for the 50 u s states levin et al 2002 im et al 2003 maddala and wu 1999 and hadri 2000 panel unit root and stationarity tests reveal that natural gas consumption is integrated of order one however once allowance is made for endogenously determined structural breaks the carrion i silvestre et al 2005 im et al 2005 and westerlund 2005 panel unit root and stationarity tests indicate that natural gas consumption is integrated of order zero discussion of the structural breaks is briefly surveyed in relation to the natural gas industry s response to legislative actions

a unit root model for trending time series energy variables in this paper we propose a garch based unit root test that is flexible enough to account for a trending variables b two endogenous structural breaks and c heteroskedastic data series our proposed model is applied to a range of time series trending and heteroskedastic energy variables our two main findings are first the proposed trend based garch unit root model outperforms a garch model without trend and second allowing for a time trend and two endogenous structural breaks are important in practice for doing so allows us to reject the unit root null hypothesis

renewable energy regulation and structural breaks an empirical analysis of spanish electricity price volatility abstract international experience proves that electricity prices have undergone major changes in volatility since the entry of green technologies the intermittency of renewable sources is one of the reasons for these changes as it leads to higher volatility in periods of higher participation by renewables we argue that the development of the regulatory system promoting renewable electricity also plays a crucial role we raise a question that deserves attention could an incentive scheme induce higher share of renewables and lower volatility simultaneously in this paper we conduct an empirical analysis with spanish data we analyze possible ensuing structural changes in spanish electricity spot price volatility from january 2002 to december 2017 we identify two structural breaks linked to important measures related to renewable electricity i the abolishment of the feed in tariff scheme and ii the establishment of a more market oriented regulation based on investment and operating costs we conclude that stable regulatory policies reduce volatility even though the presence of renewable sources is greater furthermore market based policy measures achieve lower volatility encouraging good integration of intermittent renewable electricity

structural breaks and petroleum consumption in us states are shocks transitory or permanent abstract this short communication extends the literature on the stationarity of energy consumption to the case of us petroleum consumption at the state level from 1960 to 2007 the results of lee and strazicich 2003 and narayan and popp forthcoming unit root tests with endogenously determined structural breaks in the intercept and slope of the trend function reveal break dates that correspond to the two opec oil shocks of the 1970s along with the double dip recession of 1980 1982 the null hypothesis of a unit root in petroleum consumption is rejected for a majority of states these results highlight the importance of recognizing the heterogeneity in the behavior of petroleum consumption across states in the formulation of energy conservation and demand management policies