aggregate demand for electricity in south africa an analysis using the bounds testing approach to cointegration abstract electricity demand in south africa has grown at a very rapid rate over the past decade as part of reform initiatives to enhance long term sustainability of the country s electricity industry south africa s authorities have in recent years sought to develop an electricity pricing framework that is cost reflective and forms the cornerstone of demand management schemes meant to foster changes in consumption behaviour and enhance efficiency in resource use the effects of any pricing policy on aggregate electricity consumption will depend on a useful understanding of the factors that influence electricity demand and the magnitude to which electricity demand responds to changes in such factors in this context this paper applies the bounds testing approach to cointegration within an autoregressive distributed lag framework to examine the aggregate demand for electricity in south africa during the period 1960 2007 the results indicate that in the long run income is the main determinant of electricity demand with electricity prices having an insignificant effect on aggregate electricity demand future pricing policies will need to ensure that electricity prices are cost reflective and enhance efficiency of electricity supply and use

credit lines and credit utilization while much is known about the characteristics of consumers or businesses that obtain credit lines relatively little is known empirically about credit line utilization after origination this study fills that gap by testing two interrelated hypotheses concerning borrower credit quality and credit line utilization the empirical analysis confirms that borrowers with higher expectations of future credit quality deterioration originate credit lines to preserve financial flexibility furthermore we estimate a competing risks model that confirms our predictions concerning changes in borrower credit line utilization in response to borrower credit quality shocks

determinants of electricity consumption function in pakistan old wine in a new bottle abstract the objective of the study is to re investigate the multivariate electricity consumption function for pakistan particularly economic growth foreign direct investment and population growth over a 36 year time period i e between 1975 and 2010 the study employed the bounds testing procedure for cointegration which examines the short run and long run estimates dynamic short run causality test is applied to determine the causality direction between electricity consumption and its determinants by using wald f statistics the results reveal that determinants of electricity consumption function are cointegrated and influx of foreign direct investment income and population growth is positively related to electricity consumption in pakistan however the intensity of these determinants is different on electricity consumption if there is 1 increase in income foreign direct investment and population growth electricity consumption increases by 0 973 0 056 and 1 605 respectively this infers that income foreign direct investment and population growth induce an increase in electricity consumption in pakistan dynamic short run causality test indicates that there has been unidirectional causality which is running from population growth to electricity consumption in pakistan

forecasting electricity consumption in pakistan the way forward growing shortfall of electricity in pakistan affects almost all sectors of its economy for proper policy formulation it is imperative to have reliable forecasts of electricity consumption this paper applies holt winter and autoregressive integrated moving average arima models on time series secondary data from 1980 to 2011 to forecast total and component wise electricity consumption in pakistan results reveal that holt winter is the appropriate model for forecasting electricity consumption in pakistan it also suggests that electricity consumption would continue to increase throughout the projected period and widen the consumption production gap in case of failure to respond the issue appropriately it further reveals that demand would be highest in the household sector as compared to all other sectors and the increase in the energy generation would be less than the increase in total electricity consumption throughout the projected period the study discuss various options to reduce the demand supply gap and provide reliable electricity to different sectors of the economy

the demand for residential electricity in south africa abstract this paper examines the residential demand for electricity in south africa as a function of real gross domestic product per capita and the price of electricity during the period 1978 2005 we make use of the bounds testing approach to cointegration within an autoregressive distributed framework suggested by pesaran et al 2001 bounds testing approaches to the analysis of level relationships journal of applied econometrics 16 3 289 326 following the literature we use a linear double logarithmic form using income and price as independent variables in the empirical analysis in the long run we find that income is the main determinant of electricity demand while electricity price is insignificant

is the long run relationship between economic growth electricity consumption carbon dioxide emissions and financial development in gulf cooperation council countries robust the relationship between carbon dioxide emissions economic growth electricity consumption and financial development in the gulf cooperation council gcc countries is investigated in this study using panel data for the period of 1980 2012 a number of econometric techniques dynamic ordinary least squares dols fully modified ordinary least squares fmols and the dynamic fixed effect model dfe are applied in order to estimate the long run relationship between the variables the long run relationship is found to be robust across these different econometric specifications no significant short run significant relationship was observed electricity consumption and economic growth have a positive long run relationship with carbon dioxide co2 emissions whilst a negative and significant relationship was found between co2 emissions and financial development the findings imply that electricity consumption and economic growth stimulate co2 emissions in gcc countries while financial development reduces it granger causality results reveal that there is a bidirectional causal link between economic growth and co2 emissions and a unidirectional causal link running from electricity consumption to co2 emissions however there is no causal link between financial development and co2 emissions also impulse response and variance decomposition analysis outline forecasted impacts of economic growth and electricity consumption on future co2 emissions

electricity consumption real gdp causality nexus evidence from a bootstrapped causality test for 30 oecd countries the goal of this paper is to examine any causal effects between electricity consumption and real gdp for 30 oecd countries we use a bootstrapped causality testing approach and unravel evidence in favour of electricity consumption causing real gdp in australia iceland italy the slovak republic the czech republic korea portugal and the uk the implication is that electricity conservation policies will negatively impact real gdp in these countries however for the rest of the 22 countries our findings suggest that electricity conversation policies will not affect real gdp

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

electricity consumption and economic growth exploring panel specific differences abstract in this paper we examine the long and short run dynamics between electricity consumption and economic activities using panel data of per capita electricity consumption and per capita gdp of 160 countries for the period of 1980 2010 accounting for the degree of electricity dependence and the level of urbanization furthermore in order to capture the differences in this relationship the full sample is divided into various subsamples based on countries income levels regional locations and oecd memberships this framework is argued and found to be appropriate since the causal links and inferences arising therefrom differ considerably among the subsamples which led us to conclude that the electricity growth nexus is highly sensitive to regional differences countries income levels urbanization rates and supply risks

the dynamics of electricity demand in pakistan a panel cointegration analysis abstract this paper examines the dynamics of electricity demand in pakistan at the aggregate and sectoral levels over the period 1978 2012 panel cointegration test and fully modified ordinary least squares method is employed to determine the long run relationship between electricity consumption real income real price of electricity and domestic price of non energy products the results reveal that electricity demand is more responsive to changes in income than changes in prices at the aggregate and disaggregate levels short run and long run income elasticities are positive and statistically significant supporting the conservation hypothesis it appears from the results that long run price elasticities are negative and significant at the aggregate level and for the agriculture commercial residential sectors and public utilities the short run price elasticities are significant but low in magnitude which implies that changes in electricity price exert minimal effect on the electricity consumption in pakistan the domestic price of non energy products is positive and significant for aggregate sample in the short run the domestic price of non energy products exert significant negative positive impact on electricity demand in the agriculture industrial sectors the results thus provide important information to the agents operating in the electricity market regarding the income and pricing policies and helps in planning the future strategy of electricity demand management

modelling aggregate domestic electricity demand in ghana an autoregressive distributed lag bounds cointegration approach in spite of the varying supply boosting efforts made by various governments to deal with the existing demand supply gap in the electricity sector the incessant growth in aggregate domestic electricity demand has made these efforts futile as an objective this paper attempts to identify the factors responsible for the historical growth trends in aggregate domestic electricity demand quantifying their effects both in the short run and long run periods using the ardl bounds cointegration approach and the sample period 1975 to 2005 in the long run real per capita gdp industry efficiency structural changes in the economy and degree of urbanisation are identified as the main driving force behind the historical growth trend in aggregate domestic electricity demand however in the short run real per capita gdp industry efficiency and degree of urbanisation are the main drivers of aggregate domestic electricity demand industry efficiency is the only factor that drives aggregate domestic electricity demand downwards however the negative efficiency effect is insufficient to have outweighed the positive income output and demographic effects hence the continual growth in aggregate domestic electricity demand as a policy option we recommend that appropriate electricity efficiency standards be implemented at the industry level

the demand for residential industrial and total electricity 1973 1998 this paper estimates residential industrial and total electricity demand by a partial adjustment approach and by a simultaneous equation approach simultaneous equation models are more appropriate since they provide negative price elasticity estimates for the residential industrial and total electricity samples flow adjustment models yield positive price elasticity estimates in some cases suggesting they fail to identify proper supply considerations that may be influencing prices the simultaneous equation approach suggests that residential customers are more price sensitive than industrial customers weather seems to have the greatest impact on the residential sector and cold weather appears to affect demand more than hot weather

an overview of energy status and development in pakistan abstract energy is the basic necessity for life and a key factor to excel a country s economy pakistan despite being richly blessed with natural energy resources is dependent on foreign sources and is currently facing severe energy deficiency at the time of its independence in 1947 pakistan inherited 60 mw of power the energy sector had made some progress in the beginning but unfortunately the growth in positive curve couldn t last long the dilemma of the ever increasing gap between demand and supply has rendered pakistan an energy deficient country where most the people have none or limited access to electricity this paper gives an overview of the energy status of pakistan in this paper i have discussed a major aspects of energy sector of pakistan its establishment history and accomplishments b various institutions for energy generation and distribution c total installed and generation capacity d current energy reserves in the country such as coal oil natural gas nuclear energy as well as the renewable energy resources which include wind energy biogas hydel energy geothermal energy solar energy tidal and wave energy e current energy crisis in the power sector discussing the key issues leading to the origin causes and consequences of the problem the paper also presents f possible solutions to overcome this crisis which is becoming hazardous for the country s economy the various government semi government and private organizations and their efforts to resolve the situation of energy deficit and g renewable energy can provide an alternative form of energy why and how it can provide better replacement of other forms of energy barriers that halt progress in this area and various renewable energy projects have also been illustrated the goals principles and impacts of the national power policy 2013 is also mentioned in this paper

electricity demand for south korean residential sector abstract this study estimates the electricity demand function for the residential sector of south korea with the aim of examining the effects of improved energy efficiency structural factors and household lifestyles on electricity consumption in the study time series data for the period from 1973 to 2007 is used in a structural time series model to estimate the long term price and income elasticities and annual growth of underlying energy demand trend uedt at the end of the estimation period the result shows a long term income elasticity of 1 33 and a long term price elasticity of 0 27 with 0 93 as the percentage growth of uedt at the end of the estimation period this result suggests that in order to encourage energy efficiency in the residential sector the government should complement the market based pricing policies with non market policies such as minimum energy efficiency standards and public enlightenment

sectoral analysis of the causal relationship between electricity consumption and real output in pakistan this study uses the annual data from 1972 to 2010 to assess the causal relationship between electricity consumption and real output at the aggregate and sectoral levels in pakistan this study covers three main economic sectors in pakistan namely agricultural manufacturing and services sectors our cointegration results reveal that the variables are cointegrated at the aggregate and sectoral levels at the aggregate level we find that there is uni directional granger causality running from electricity consumption to real output in pakistan at the sectoral level we find that electricity consumption granger causes real output in the manufacturing and services sectors however there is no causal relationship between electricity consumption and real output in the agricultural sector the policy implication of these results is that electricity conservation policies in general would deteriorate the process of economic growth as well as the real output in the manufacturing and services sectors in pakistan nevertheless we suggest the pakistani government to implement the electricity conservation policies merely to the agricultural sector because such policies may have less or no adverse impact on its real output

chaos in power pakistan s electricity crisis abstract pakistan is facing a severe electricity crisis due to a persistent and widening gap between demand and available system generating capacity the worsening of power shortages has become a major political issue reflecting the hardships for individuals and businesses it threatens to undermine the credibility and legitimacy of government and to further stress the social fabric of the country the power crisis did not emerge suddenly it is the direct result of imprudent and reckless energy policies over the last three decades these policies have impeded the development of cheap and abundant domestic energy sources they have also resulted in very inefficient fuel mix choices compromising energy and economic security pakistan s energy bankruptcy is ultimately due to massive institutional and governance failure this paper analyzes the problems confronting pakistan s electricity sector and identifies the key elements of a potential policy response to address the country s severe power crisis

functional form and aggregate energy demand elasticities a nonparametric panel approach for 17 oecd countries this paper studies whether the commonly used linear parametric model for estimating aggregate energy demand is the correct functional specification for the data generating process parametric and n

modeling energy demand some emerging issues abstract the proliferation of papers on energy demand modeling has offered different dimensions both in terms of methodology and estimation while this development has strengthened our understanding of the subject it may render the identification of gaps in the literature arduous for future research thus this study sets out to document some emerging issues that seem to have engendered new directions on energy demand modeling ranging from asymmetric price responses time varying demand parameters triangulation analyses to seasonal and climate change effects it is hoped that access to this review complemented with the previous ones will facilitate the comprehension of the extant literature as well as areas of future research in energy demand modeling

electricity consumption and economic growth a time series experience for 17 african countries abstract while the availability of electricity by itself is not a panacea for the economic and social problems facing africa the supply of electricity is nevertheless believed to be a necessary requirement for africa s economic and social development this paper tests the long run and causal relationship between electricity consumption per capita and real gross domestic product gdp per capita for 17 african countries for the period 1971 2001 using a newly developed cointegration test proposed by pesaran et al 2001 and using a modified version of the granger causality test due to toda and yamamoto 1995 the advantage of using these two approaches is that they both avoid the pre testing bias associated with conventional unit root and cointegration tests the empirical evidence shows that there was a long run relationship between electricity consumption per capita and real gdp per capita for only 9 countries and granger causality for only 12 countries for 6 countries there was a positive uni directional causality running from real gdp per capita to electricity consumption per capita an opposite causality for 3 countries and bi directional causality for the remaining 3 countries the result should however be interpreted with care as electricity consumption accounts for less than 4 of total energy consumption in africa and only grid supplied electricity is taken into account

the electricity consumption versus economic growth of the polish economy abstract the aim of this contribution is an investigation of causal interdependences between electricity consumption and gdp in poland our research was conducted for total electricity consumption as well as for the industrial consumption of electricity in order to reflect the causality between gdp and electricity consumption properly we performed our investigations in a three dimensional framework with employment chosen as an additional variable we used reliable quarterly data from the period q1 2000 q4 2009 in order to check the stability of the causalities the investigations were performed on two samples a full sample and a pre crisis i e q1 2000 q3 2008 subsample we applied both traditional methods and some recently developed econometric tools we found feedback between total electricity consumption and gdp as well as between total electricity consumption and employment we also found unidirectional causality running from industrial electricity consumption to employment and no direct causal links between industrial electricity consumption and gdp in addition all these findings were in general not seriously affected by the financial and economic crises of 2008 a significant exception is the causal effect of industrial electricity consumption on employment which was more pronounced after the crisis of 2008

the demand for energy in the large scale manufacturing sector of pakistan abstract the extent of interfuel substitution as well as substitution between energy and non energy inputs in the large scale manufacturing sector of pakistan has been examined the model has been estimated in two stages in the first stage input demand for various energy components is estimated and hence an aggregate divisia index is constructed in the second stage this index is used as an instrument to estimate aggregate input demand for capital labour and energy along with their price and substitution elasticities it seems that there is little interfuel substitution the results also show that energy and labour are substitutes while energy and capital are complement

electricity demand analysis and forecasting a panel cointegration approach abstract this article analyzes the demand for electricity and provides out of sample forecasting at the sectoral level using a panel cointegration approach the econometric model permits cross sectional heterogeneity within a dynamic framework that incorporates information on relevant income and prices of domestic and foreign goods both the short run dynamics and the long run slope coefficients are allowed to vary across cross sections also the testing for unit roots and cointegration in panels allows for heterogeneous fixed effects and deterministic trends using egyptian data it is shown that the empirical model produces reliable ex post forecasts near the end of the full sample period these pseudo forecasts are representative of what one would expect if the forecasting relationship is stationary the long run parameter estimates are then used to conduct ex ante forecasting under plausible assumptions for policy making

income and price elasticities of electricity demand aggregate and sector wise analyses abstract cointegration and vector error correction modeling approaches are widely used in electricity demand analysis the study rigorously examines the determinants of electricity demand at aggregate and sectoral levels in pakistan in the backdrop of severe electricity shortages our empirical findings give support to the existence of a stable long run relationship among the variables and indicate that electricity demand is elastic in the long run to both income and price at aggregate level at sectoral level long run income and price elasticity estimates follow this pattern except in agricultural sector where electricity demand is found elastic to output but inelastic to electricity price on the contrary the coefficients for income and price are rather small and mostly insignificant in the short run we employed temperature index price of diesel oil and capital stock at aggregate and sectoral levels as exogenous variables these variables account for most of the variations in electricity demand in the short run it shows that mechanization of the economy significantly affect the electricity demand at macro level moreover elastic electricity demand with respect to electricity price in most of the sectors implies that electricity price as a policy tool can be used for efficient use and conservation

an analysis of the welfare and distributive implications of factors influencing household electricity consumption abstract the deep economic crisis and the sharp rise in electricity prices have reduced electricity demand by spanish households this paper aims to analyse the responsiveness of household electricity demand and the welfare effects related to both factors in the 2006 2012 period by applying a demand model estimated with the quantile regression method the results show that the electricity consumption of medium high income households is particularly responsive to price increases whereas that of medium low income households is more responsive to changes in income the retail electricity price increases and the economic crisis have led to lower and steeper u shape price elasticities of demand and higher and steeper n shape income elasticities of demand the joint impact of those two factors on the welfare of lower income households is higher in relative terms i e as a share of household income than for other income groups these results suggest that the economic crisis and increases in retail electricity prices have had detrimental welfare effects especially on the lower income segment of the population they should be considered when financing climate and energy policies through the electricity bill and provide a rationale to take such support which pushes the retail electricity price upwards out of the electricity bill

elasticities of electricity demand in urban indian households abstract in the past several electricity demand studies have been published for india based on aggregate macro data at the country or sub national state level since the underlying theory of consumer demand is based on the behaviour of individual agents the use of micro data which reflects individual and household behaviour more closely can shed greater light on the nature of consumer responses in this paper seasonal price and income elasticities of electricity demand in the residential sector of all urban areas of india are estimated for the first time using disaggregate level survey data for about 30 000 households three electricity demand functions have been econometrically estimated using monthly data for the winter monsoon and summer season in order to understand the extent to which factors like income prices household size and other household specific characteristics influence variations observed in individual households electricity demand the results show electricity demand is income and price inelastic in all three seasons and that household demographic and geographical variables are significant in determining electricity demand

electricity consumption and economic growth in china abstract this paper applies the error correction model to examine the causal relationship between electricity consumption and real gdp for china during 1971 2000 our estimation results indicate that real gdp and electricity consumption for china are cointegrated and there is unidirectional granger causality running from electricity consumption to real gdp but not vice versa in order to overcome the constraints on electricity consumption the chinese government has to speed up the nation wide interconnection of power networks to upgrade urban and rural distribution grids and to accelerate rural electrification

electricity consumption and economic growth in china cointegration and co feature analysis abstract this paper applies the cointegration theory to examine the causal relationship between electricity consumption and real gdp gross demostic product for china during 1978 2004 our estimation results indicate that real gdp and electricity consumption for china are cointegrated and there is only unidirectional granger causality running from electricity consumption to real gdp but not the vice versa then hodrick prescott hp filter is applied to decompose the trend and fluctuation component of the gdp and electricity consumption series the estimation results indicate that there is cointegration between not only the trend components but also the cyclical components of the two series which implies that the granger causality is probably related with the business cycle the estimation results are of policy implication to the development of electric sector in china

residential electricity demand in spain new empirical evidence using aggregate data this paper presents an empirical analysis on residential demand for electricity this analysis has been performed using aggregate panel data at the province level for 47 spanish provinces for the period from 2000 to 2008 for this purpose we estimated a log log demand equation for electricity consumption using a dynamic partial adjustment approach this dynamic demand function has been estimated using a two step system gmm estimator proposed by blundell and bond 1998 the purpose of this empirical analysis is to highlight some of the characteristics of spanish residential electricity demand particular attention has been paid to the influence of price income and weather conditions on electricity demand the estimated short and long run own price elasticities are negative as expected but lower than 1 furthermore weather variables have a significant impact on electricity demand

electricity consumption growth nexus evidence from panel data for transition countries abstract this paper investigates the long run relationship and causality issues between electricity consumption and economic growth in 15 transition countries albania belarus bulgaria czech republic estonia latvia lithuania macedonia moldova poland romania russian federation serbia slovak republic and ukraine by using the pedroni panel cointegration method for the 1990 2006 period results suggest that the pedroni panel cointegration tests do not confirm a long term equilibrium relationship between electricity consumption per capita and real gdp per capita moreover since no cointegration was found error correction mechanisms plus causality tests cannot be run for further steps in the long term to investigate the causality between electricity consumption and economic growth overall it can be said that the electricity consumption related policies have no effect or relation on the level of real output in the long run for these countries as a conclusion the literature has conflicting results and there is no consensus either on the existence or the direction of causality between electricity consumption and economic growth thus the findings of this study have important policy implications and it shows that this issue still deserves further attention in future research

modelling electricity demand in ghana revisited the role of policy regime changes as policy regime changes demand elasticities are unlikely to be constant since individuals change how they form their expectations and this will change the estimated decision rules in this paper the time varying nature of electricity demand elasticities prior to and post the economic reform period in ghana is analysed using the fm ols three different sample periods pre reform post reform and full period was used in the analysis the result from the full sample period revealed that in the long run electricity demand is significantly affected by industry efficiency industry value added and real per capita gdp urbanization rate however has no significant effect the pre reform estimate showed lower income output and urbanization elasticities but higher industry energy efficiency elasticity relative to the post reform period this suggests that technological change in the pre reform period has been energy saving whilst technological change in the post reform period has been energy consuming the result further showed evidence of changing structure of the economy from the more energy intensive sector to the less energy intensive sector after the reform government should renew her effort in promoting energy saving technologies in the industrial sector and adjust the industrial structure to encourage the expansion of low energy intensive industries or high technology efficient industries

the political economy of an energy tax the united kingdom s climate change levy energy taxes designed to control energy consumption and to assist the achievement of climate change control targets under the kyoto protocol are fairly common in european union countries yet many of these taxes bear little resemblance to the design guidance that is given in economics textbooks political economy analysis in which the interaction of economics and political reality is emphasised explains the gap between theoretical ideals and practical reality a closer look at the factors that influence real world policy design should help policy oriented economists in designing measures that have a greater chance of adoption the end result may well be nth best solutions which simply have to be lived with but there may also be room for design improvements that still honour the political constraints of policy design this paper illustrates these issues in the context of one tax the uk climate change levy

electricity consumption in g7 countries a panel cointegration analysis of residential demand elasticities this article applies recently developed panel unit root and panel cointegration techniques to estimate the long run and short run income and price elasticities for residential demand for electricity in g7 countries the panel results indicate that in the long run residential demand for electricity is price elastic and income inelastic the study concludes that from an environmental perspective there is potential to use pricing policies in the g7 countries to curtail residential electricity demand and thus curb carbon emissions in the long run

energy consumption and gdp causality a three step analysis for emerging european countries abstract the established european targets should play a leading role in the complex economic process of energy consumption and the emerging countries have to consider their implications for adjusting the energy policies at national level this paper develops investigations on the causality relationship between energy consumption and gdp in the context of emerging european countries covering the period 1980 2013 this research covers the limits identified by previous researchers by detailing the energy consumption by sources and by referring to five emerging countries in europe unlike most of the previous studies it has a double approach long and short run bidirectional relationships a detailed analysis on the impact of economic growth on the energy consumption by country is conducted in order to contribute to the enrichment of the research field towards this objective a three step analysis is performed stationarity cointegration and causality tests are considered the empirical study shows mixed results there is a balance in confirming conservation growth and neutrality hypotheses in some specific cases results imply that energy consumption and economic growth are jointly determined however a comparative analysis for different significance levels draws attention on the differences in judgment of results for this type of studies discussions on the results in terms of causality are conducted in order to identify future trends for research

a review of time use models of residential electricity demand residential electricity demand in most european countries accounts for a major proportion of overall electricity consumption the timing of residential electricity demand has significant impacts on carbon emissions and system costs this paper reviews the data and methods used in time use studies in the context of residential electricity demand modelling it highlights key issues which are likely to become more topical for research on the timing of electricity demand following the roll out of smart metres

elasticities of electricity demand in india abstract the paper examines econometric relationship between electricity consumption and variables like income price of electricity and diesel used in for captive power generation to meet the shortages and reliability of power supply from utilities in five major consumer categories in india these categories are residential commercial agriculture small and medium industries and large industries income and price elasticities of electricity consumption are estimated at the national level for these consumers by pooling data across 19 states spread over 9 years 1985 86 1993 94 the results show that electricity consumption in commercial and large industrial sectors are income elastic 1 while residential agricultural and small and medium industries are income inelastic

electricity consumption and economic growth bounds and causality analyses of opec members this paper investigates the relationship between electricity consumption and economic growth for opec members the bounds test yields evidence of a long run relationship between electricity consumption and economic growth for all opec members causality results suggest that economic growth is dependent on electricity consumption in five countries less dependent in three countries and independent in three countries because these countries do not necessarily share similar political and economic traits no single universal policy implication can be inferred from the results the disparities across these causality results therefore stress the importance of formulating causality explanations while taking into account the particularities of individual countries rather than blindly applying the conventional interpretations

regional impact of changes in disposable income on spanish electricity demand a spatial econometric analysis this paper presents an empirical analysis of residential electricity demand considering the existence of spatial effects this analysis has been performed using aggregate panel data at the province level for 46 spanish provinces for the period from 2001 to 2010 for this purpose we estimated a log log demand equation using a spatial autoregressive model with autoregressive disturbances sarar the purpose of this empirical analysis is to determine the influence of price income and spatial spillovers on residential electricity demand in spain we are particularly interested in analyzing the impact of household disposable income variation across provinces observed during the economic crisis period 2009 2010 the estimation results show relatively low income elasticity and an inelastic demand to prices furthermore the results show the presence of spatial effects in spanish residential electricity consumption

linking financial development economic growth and energy consumption in pakistan abstract this paper aims at exploring the finance growth energy nexus for pakistan over the 1972 2012 period by employing the system gmm estimation technique the study tries to capture the impact of financial development over energy consumption through economic growth channel and includes energy prices and urbanization in the structural model the study finds positive and significant impact of economic growth and urbanization on energy consumption while the effect of energy prices over energy consumption is significant but negative financial development positively and significantly affects energy consumption through the economic growth channel our analysis is important for policy makers for effective energy demand planning and conservation policies that would ensure sustainable economic development as well as serve as motivation to search alternative energy sources to meet the bourgeoning energy demand in pakistan

indications for a changing electricity demand pattern the temperature dependence of electricity demand in the netherlands abstract this study assesses the electricity demand pattern in the relatively temperate climate of the netherlands latitude 52 30 n daily electricity demand and average temperature during the period from 1970 until 2007 are investigated for possible trends in the temperature dependence of electricity demand we hypothesize that the increased use of cooling applications has shifted the temperature dependence of electricity demand upwards in summer months our results show significant increases in temperature dependence of electricity demand in may june september october and during the summer holidays during the period studied temperature dependence in these months has shifted from negative to positive meaning that a higher temperature now leads to an increased electricity demand in these months rather than a decreased demand as observed historically although electricity demand in countries with moderate summer temperatures such as the netherlands generally peaks in winter months and shows a minimum in summer months this trend may signal the development of an additional peak in summer especially given the expected climatic change as power generating capacity may be negatively influenced by higher temperatures due to decreasing process cooling possibilities an increasing electricity demand at higher temperatures may have important consequences for power generation capacity planning and maintenance scheduling

assessment of present conventional and non conventional energy scenario of pakistan abstract it has become the universal fact that the energy is one of the key factors for the smooth and faster upgradation of the socio economic activities in any country in pakistan s history of over 60 years the country presently is facing possibly the worst energy crisis that has geared back the socio economic development below the level of critical sustainability and tolerance of the people every walk of life and industrial activities have declined due to long electricity shut down every day since last few years in view to access the current status of available energy resources the present research study has been carried out to review and assess the demography of the country versus energy sectors energy supplies consumptions status of fossil fuel resources oil gas coal conventional non conventional electricity generation and past present future energy demand supply during 2001 2011 the results of this assessment indicate that conventional resources in pakistan are and will not be enough to meet the ever growing energy demand and consequently highlight the importance of the renewable energy sources that are apparently encouraging in the country but have not been developed to any satisfaction priority is imperative to be given for the adequate development of renewable energy sectors in addition to the present energy mix

trivariate causality between economic growth urbanisation and electricity consumption in angola cointegration and causality analysis abstract this paper investigates the causal relationship between economic growth urbanisation and electricity consumption in the case of angola while utilizing the data over the period of 1971 2009 we have applied lee and strazicich 2003 the review of economics and statistics 63 1082 1089 2004 working paper department of economics appalachian state university unit root tests to examine the stationarity properties of the series using the gregory hansen structural break cointegration procedure as a complement we employ the ardl bounds test to investigate long run relationships the vecm granger causality test is subsequently used to examine the direction of causality between economic growth urbanisation and electricity consumption our results indicate the existence of long run relationships we further observe evidence in favour of bidirectional causality between electricity consumption and economic growth the feedback hypothesis is also found between urbanisation and economic growth urbanisation and electricity consumption granger cause each other we conclude that angola is energy dependent country consequently the relevant authorities should boost electricity production as one of the means of achieving sustainable economic development in the long run

an international literature survey on energy economic growth nexus evidence from country specific studies in this paper an extensive review of the rapidly growing in the literature on the nexus between economic growth and four types of energy consumption total energy consumption electricity consumption nuclear consumption and renewable consumption the various hypotheses associated with the causal interaction between these variables along with a survey of the empirical literature are also discussed the survey focuses on country coverage periods modeling techniques and empirical conclusions a general observation from these studies that results are found to be sensitive to methodology and type of energy considered the empirical results for the specific countries surveyed show that i for energy consumption growth nexus 29 supported the growth hypothesis 27 the feedback hypothesis 23 the conservation hypothesis and 21 the neutrality hypothesis ii for the electricity consumption growth nexus 40 supported the growth hypothesis 33 the feedback hypothesis and 27 conservation hypothesis iii for the nuclear consumption growth nexus 60 supported the neutrality hypothesis and 40 the growth hypothesis and iv for the renewable consumption growth nexus 40 supported the neutrality hypothesis 40 the conservation hypothesis and 20 the growth hypothesis these mixed results may be attributed to the different used data selected variables and econometric approaches undertaken

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

legal origins and female hiv more than one half of all people living with hiv are women and 80 percent of all hiv positive women in the world live in sub saharan africa this paper demonstrates that the legal origins of these formerly colonized countries significantly determine current day female hiv rates in particular female hiv rates are significantly higher in common law sub saharan african countries compared to civil law ones this paper explains this relationship by focusing on differences in female property rights under the two codes of law in sub saharan africa common law is associated with weaker female marital property laws as a result women in these common law countries have lower bargaining power within the household and are less able to negotiate safe sex practices and are thus more vulnerable to hiv compared to their civil law counterparts exploiting the fact that some ethnic groups in sub saharan africa cross country borders with different legal systems we are able to include ethnicity fixed effects into a regression discontinuity approach this allows us to control for a large set of cultural geographical and environmental factors that could be confounding the estimates the results of this paper are consistent with gender inequality the feminization of aids explaining much of its prevalence in sub saharan africa

industrial electricity demand for turkey a structural time series analysis abstract this research investigates the relationship between turkish industrial electricity consumption industrial value added and electricity prices in order to forecast future turkish industrial electricity demand to achieve this an industrial electricity demand function for turkey is estimated by applying the structural time series technique to annual data over the period 1960 to 2008 in addition to identifying the size and significance of the price and industrial value added output elasticities this technique also uncovers the electricity underlying energy demand trend uedt for the turkish industrial sector and is as far as is known the first attempt to do this the results suggest that output and real electricity prices and a uedt all have an important role to play in driving turkish industrial electricity demand consequently they should all be incorporated when modelling turkish industrial electricity demand and the estimated uedt should arguably be considered in future energy policy decisions concerning the turkish electricity industry the output and price elasticities are estimated to be 0 15 and 0 16 respectively with an increasing but at a decreasing rate uedt and based on the estimated equation and different forecast assumptions it is predicted that turkish industrial electricity demand will be somewhere between 97 and 148 twh by 2020

estimation of elasticity price of electricity with incomplete information abstract the sharp increase in energy prices and growing concern for environmental issues among other things are behind the renewed interest in energy demand estimation however there is scarce academic literature that takes real situation of energy suppliers into account high quality but incomplete data in this paper we propose a useful and rather simple instrument for estimating electricity demand with the incomplete and or imperfect data currently available to suppliers in particular using real expenditure and consumption data on electricity we employ a model of random effects for panel data to estimate residential and industrial electricity demand in spain

residential electricity consumption in portugal findings from top down and bottom up models an econometric study of the portuguese residential electricity consumption is presented with a focus on the influence of dwelling characteristics on consumption the relationship between the dwelling and household characteristics on per capita residential electricity consumption is estimated at two different scales involving two distinct databases the first includes data at the municipality level for 2001 the second is the most recent portuguese consumer expenditure survey that was collected in 2005 and 2006 the results of the analysis at both scales are consistent and indicate that household and dwelling characteristics have a significant influence on residential electricity consumption our results show that in portugal the direct effect of income on electricity consumption is low and becomes smaller when more relevant control variables are included in the analysis future demand of electricity in portugal will be significantly influenced by trends in socioeconomic factors as well as changes in the building stock these trends should be taken in consideration in the formulation of policy measures to reduce electricity consumption

the relationship between electricity consumption electricity prices and gdp in pakistan abstract this study analyzes the relationship among electricity consumption its price and real gdp at the aggregate and sectoral level in pakistan using annual data for the period 1960 2008 the study finds the presence of unidirectional causality from real economic activity to electricity consumption in particular growth in output in commercial manufacturing and agricultural sectors tend to increase electricity consumption while in residential sector growth in private expenditures is the cause of rising electricity consumption the study concludes that electricity production and management needs to be better integrated with overall economic planning exercises this is essential to avoid electricity shortfalls and unplanned load shedding

estimating short and long term residential demand for electricity new evidence from sri lanka this study investigates the short run dynamics and long run equilibrium relationship between residential electricity demand and factors influencing demand per capita income price of electricity price of kerosene oil and price of liquefied petroleum gas using annual data for sri lanka for the period 1960 2007 the study uses unit root cointegration and error correction models the long run demand elasticities of income own price and price of kerosene oil substitute were estimated to be 0 78 0 62 and 0 14 respectively the short run elasticities for the same variables were estimated to be 032 0 16 and 0 10 respectively liquefied petroleum lp gas is a substitute for electricity only in the short run with an elasticity 0 09 the main findings of the paper support the following 1 increasing the price of electricity is not the most effective tool to reduce electricity consumption 2 existing subsidies on electricity consumption can be removed without reducing government revenue 3 the long run income elasticity of demand shows that any future increase in household incomes is likely to significantly increase the demand for electricity and 4 any power generation plans which consider only current per capita consumption and population growth should be revised taking into account the potential future income increases in order to avoid power shortages ill the country

the diagnosis of an electricity crisis and alternative energy development in pakistan abstract the electricity sector in pakistan is currently facing the formidable challenges of an insufficient installed capacity a suboptimal infrastructure circular debt and revenue shortage all of these problems hamper socioeconomic activities this paper diagnoses the overall condition of the electricity sector as well as the potential and recent progress in the implementation of alternative energy projects in the context of the targets set in the national energy security plan nesp the assessment reveals the unsatisfactory overall progress of the implementation of the nesp in general and alternative energy in particular we assess that if the short term measures contained in the nesp have been adequately executed were enough to bridge the existing electricity supply demand gap and the country might not be facing an ongoing electricity crisis further we investigated the specific alternative energy policy issues that hinder this sector s development in pakistan we conclude that fuel diversification by means of the maximum utilisation of alternative energy resources would help in solving the crisis and would also furnish the long term energy needs of the country finally we recommend a comprehensive strategy for revamping the electricity sector and developing the alternative energy resources needed to tackle the ongoing electricity crisis in pakistan

energy consumption and economic growth evidence from china at both aggregated and disaggregated levels using a neo classical aggregate production model where capital labor and energy are treated as separate inputs this paper tests for the existence and direction of causality between output growth and energy use in china at both aggregated total energy and disaggregated levels as coal oil and electricity consumption using the johansen cointegration technique the empirical findings indicate that there exists long run cointegration among output labor capital and energy use in china at both aggregated and all three disaggregated levels then using a vec specification the short run dynamics of the interested variables are tested indicating that there exists granger causality running from electricity and oil consumption to gdp but does not exist granger causality running from coal and total energy consumption to gdp on the other hand short run granger causality exists from gdp to total energy coal and oil consumption but does not exist from gdp to electricity consumption we thus propose policy suggestions to solve the energy and sustainable development dilemma in china as enhancing energy supply security and guaranteeing energy supply especially in the short run to provide adequate electric power supply and set up national strategic oil reserve enhancing energy efficiency to save energy diversifying energy sources energetically exploiting renewable energy and drawing out corresponding policies and measures and finally in the long run transforming development pattern and cut reliance on resource and energy dependent industries

the residential demand for electricity in australia an application of the bounds testing approach to cointegration this paper reports estimates of the long and short run elasticities of residential demand for electricity in australia using the bounds testing procedure to cointegration within an autoregressive distributive lag framework in the long run we find that income and own price are the most important determinants of residential electricity demand while temperature is significant some of the time and gas prices are insignificant our estimates of long run income elasticity and price elasticity of demand are consistent with previous studies although they are towards the lower end of existing estimates as expected the short run elasticities are much smaller than the long run elasticities and the coefficients on the error correction coefficients are small consistent with the fact that in the short run energy appliances are fixed

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