short term optimal wind power generation capacity in liberalized electricity markets mainly because of environmental concerns and fuel price uncertainties considerable amounts of wind based generation capacity are being added to some deregulated power systems the rapid wind development registered in some countries has essentially been driven by strong subsidizing programs since wind investments are commonly isolated from market signals installed wind capacity can be higher than optimal leading to distortions of the power prices with a consequent loss of social welfare in this work the influence of wind generation on power prices in the framework of a liberalized electricity market has been assessed by means of stochastic simulation techniques the developed methodology allows investigating the maximal wind capacity that would be profitably deployed if wind investments were subject to market conditions only for this purpose stochastic variables determining power prices are accurately modeled a test system resembling the size and characteristics of the german power system has been selected for this study the expected value of the optimal short term wind capacity is evaluated for a considerable number of random realizations of power prices the impact of dispersing the wind capacity over statistical independent wind sites has also been evaluated the simulation results reveal that fuel prices installation and financing costs of wind investments are very influential parameters on the maximal wind capacity that might be accommodated in a market based manner

a review of policy analysis purpose and capabilities of electricity system models abstract the aim of this study is to investigate the ability of electricity system models to provide scenario based insights for policy purposes a framework is built from a review of existing studies of model characteristics and their linkages to model scenario types which are linked to the purpose of policy problem analyses the framework can be used as a tool to structure the examination of electricity system models and guide electricity system model selection and enhancement in light of policy problem driven analyses an illustration of the framework is presented by a review of german electricity model scenario studies the review shows that current models are used for the policy purpose of indicator assessment and instrument comparison by quantification of indicators such as monetary or pollution impacts however they are not suitable to provide the means for option reduction problem exploration and political or societal paradigm change exploration as the endogenous model structure for these is missing a particular lack of endogenous treatment was found for renewable technology capacity change and policies learning and productivity growth based technological change socio political technical interactions and limited demonstrated use of uncertainty treatment techniques

germany s dash for coal exploring drivers and factors abstract the german electricity sector has recently seen extensive planning and construction of new coal fired power plants within a period of only a few years new investments amounting to around 15 of the total sector capacity were brought on the way and plans for a multitude of additional projects are pending this dash for coal in germany has raised considerable public concern especially as it risks to undermine recent political attempts to combat global warming yet the question of why the dash for coal has emerged has not yet been addressed in a thorough analysis this article attempts to close this research gap while at the same time contributing as a case study to the general understanding of investment patterns in liberalized electricity markets it finds that the main reasons for the dash have been 1 replacement requirements due to the nuclear phase out 2 the onset of a new investment cycle in the power market 3 favorable economic and technological prospects for coal compared with natural gas in the long run 4 a status quo bias of investors in regard to future renewable deployment 5 explicit political support for coal and 6 the ineffectiveness of public protest in hampering new projects

the dynamics of the uk chemical plant investment cycle abstract orders for new chemical plant sanctions and investment in chemical plant both show marked business cycle like variations amongst the effects of the uk cycle on the chemical industry are variations in new plant additions requirements for capital expenditure finance and capital utilization as far as the uk process plant contractors and process plant manufacturers are concerned the cycle is reflected in a varying work load arising from the uk chemical industry together with varying manpower requirements and profitability the project described in this paper involved the construction of both system dynamics and control systems models of the investment cycle as a guide to strategic planning for the industries affected by it the implications of the results from both types of model for corporate and strategic planning in the industries concerned are discussed

why do defaults affect behavior experimental evidence from afghanistan we report on an experiment examining why default options impact behavior by randomly assigning employees to different varieties of a salary linked savings account we find that default enrollment increases participation by 40 percentage points an effect equivalent to providing a 50 matching incentive we then use a series of experimental interventions to differentiate between explanations for the default effect which we conclude is driven largely by present biased preferences and the cognitive cost of thinking through different savings scenarios default assignment also changes employees attitudes toward saving and makes them more likely to actively decide to save after the study concludes

paying not to go to the gym how do consumers choose from a menu of contracts we analyze a novel dataset from three u s health clubs with information on both the contractual choice and the day to day attendance decisions of 7 752 members over three years the observed consumer behavior is difficult to reconcile with standard preferences and beliefs first members who choose a contract with a flat monthly fee of over 70 attend on average 4 3 times per month they pay a price per expected visit of more than 17 even though they could pay 10 per visit using a 10 visit pass on average these users forgo savings of 600 during their membership second consumers who choose a monthly contract are 17 percent more likely to stay enrolled beyond one year than users committing for a year this is surprising because monthly members pay higher fees for the option to cancel each month we also document cancellation delays and attendance expectations among other findings leading explanations for our findings are overconfidence about future self control or about future efficiency overconfident agents overestimate attendance as well as the cancellation probability of automatically renewed contracts our results suggest that making inferences from observed contract choice under the rational expectation hypothesis can lead to biases in the estimation of consumer preferences

winds of change how high wind penetrations will affect investment incentives in the gb electricity sector abstract wind power is widely expected to expand rapidly in britain over the next decade large amounts of variable wind power on the system will increase market risks with prices more volatile and load factors for conventional thermal plant lower and more uncertain this extra market risk may discourage investment in generation capacity financial viability for thermal plant will be increasingly dependent on price spikes during periods of low wind increased price risk will also make investment in other forms of low carbon generation e g nuclear power more challenging a number of policies can reduce the extent to which generators are exposed to market risks and encourage investment however market risks play a fundamental role in shaping efficient investment and dispatch patterns in a liberalised market therefore measures to improve price signals and market functioning such as a stronger carbon price and developing more responsive demand are desirable however the scale of the investment challenge and increased risk mean targeted measures to reduce although not eliminate risk exposure such as capacity mechanisms and fixed price schemes may have increasing merit the challenge for policy is to strike the right balance between market and planned approaches

exploring the options for carbon dioxide mitigation in turkish electric power industry system dynamics approach electric power industry has a huge carbon mitigation potential fundamentally because there are large carbon free renewable resource options in turkey with growing demand in electricity consumption and incentives offered for natural gas fired electricity generation co2 emissions sourced from electric power industry had tripled over the last two decades current governmental strategy focuses on energy security and resource diversity in a growing economy and does not articulate sufficient mitigation targets and appropriate regulations in this research an original dynamic simulation model is built validated and analyzed to explore the options for carbon mitigation in turkish electric power industry model structure represents the investment dispatch and pricing heuristics as well as the natural resource base of electricity generation in turkey it operates on annual basis over 30 years to simulate installed capacities and generations of power plants with alternative resources and their resulting co2 emissions the analysis presented in this paper reveals that there are mitigation options below 50 of business as usual growth with common policy options such as feed in tariffs investment subsidies and carbon taxes the model can serve as an experimental platform for further analysis of problems related to carbon mitigation in turkish electricity sector

libertarian paternalism information production and financial decision making we develop a theoretical model to analyze the effects of libertarian paternalism on information production and financial decision making individuals in our model appreciate the information content of the recommendations made by a social planner this affects their incentive to gather information and in turn the speed at which information spreads across market participants via social learning or formal advice channels we characterize situations in which libertarian paternalism improves welfare and contrast them with scenarios in which this policy is suboptimal because of its negative impact on the production and propagation of information the author 2013 published by oxford university press on behalf of the society for financial studies all rights reserved for permissions please e mail journals permissions oup com oxford university press

modeling long term dynamics of electricity markets in the last decade many countries have restructured their electricity industries by introducing competition in their power generation sectors although some restructuring has been regarded as successful the short experience accumulated with liberalized power markets does not allow making any founded assertion about their long term behavior long term prices and long term supply reliability are now center of interest this concerns firms considering investments in generation capacity and regulatory authorities interested in assuring the long term supply adequacy and the stability of power markets in order to gain significant insight into the long term behavior of liberalized power markets in this paper a simulation model based on system dynamics is proposed and the underlying mathematical formulations extensively discussed unlike classical market models based on the assumption that market outcomes replicate the results of a centrally made optimization the approach presented here focuses on replicating the system structure of power markets and the logic of relationships among system components in order to derive its dynamical response the simulations suggest that there might be serious problems to adjust early enough the generation capacity necessary to maintain stable reserve margins and consequently stable long term price levels because of feedback loops embedded in the structure of power markets and the existence of some time lags the long term market development might exhibit a quite volatile behavior by varying some exogenous inputs a sensitivity analysis is carried out to assess the influence of these factors on the long run market dynamics

redistribution effects of energy and climate policy the electricity market abstract energy and climate policies are usually seen as measures to internalize externalities however as a side effect the introduction of these policies redistributes wealth between consumers and producers and within these groups while redistribution is seldom the focus of the academic literature in energy economics it plays a central role in public debates and policy decisions this paper compares the distributional effects of two major electricity policies support schemes for renewable energy sources and co2 pricing we find that the redistribution effects of both policies are large and they work in opposed directions while renewables support transfers wealth from producers to consumers carbon pricing does the opposite more specifically we show that moderate amounts of wind subsidies can increase consumer surplus even if consumers bear the subsidy costs co2 pricing in contrast increases aggregated producer surplus even without free allocation of emission allowances however not all types of producers benefit these findings are derived from an analytical model of electricity markets and a calibrated numerical model of northwestern europe our findings imply that if policy makers want to avoid large redistribution they might prefer a mix of policies even if co2 pricing alone is the first best climate policy in terms of allocative efficiency

nudging the poor and the rich a field study on the distributional effects of green electricity defaults abstract choice defaults are an increasingly popular public policy tool yet there is little knowledge of the distributional consequences of such nudges for different groups in society we report results from an elicitation study in the residential electricity market in switzerland in which we contrast consumers actual contract choices under an existing default regime with the same consumers active choices in a survey presenting the same choice set without any default we find that the default is successful at curbing greenhouse gas emissions but it leads poorer households to pay more for their electricity consumption than they would want to while leaving a significant willingness to pay for green electricity by richer households untapped

dynamic modeling of thermal generation capacity investment application to markets with high wind penetration modeling the dynamics of merchant generation investment in market environments can inform the making of policies whose goals are to promote investment in renewable generation while maintaining security of supply such models need to calculate expected output costs and revenue of thermal generation subject to varying load and random generator outages in a power system with high penetrations of wind this paper presents a dynamic investment simulation model where the short term energy market is simulated using probabilistic production costing using the mix of normals distribution mond technique to represent residual load load net of wind output price mark ups due to market power are accounted for an energy only market setting is used to estimate the economic profitability of investments and forecast the evolution of security of supply simulated results for a great britain gb market case study show a pattern of increased relative security of supply risk during the 2020s in addition many new investments can recover their fixed costs only during years in which more frequent supply shortages push energy prices higher

who is more rational we report on the results of a large scale field experiment that enables us to test for consistency with utility maximizing behavior and to investigate the correlation between individual behavior and demographic and economic characteristics we conducted the experiment with the centerpanel a representative sample of over 2 000 dutch households using procedures similar to those used by choi et al 2007b in a setting with risk we find a high level of consistency in the individual level decisions there is also considerable heterogeneity in subjects consistency scores high income and high education subjects display greater levels of consistency men are more consistent than women and young subjects are more consistent than those who

what are the right policies for electricity supply in middle east a regional dynamic integrated electricity model for the province of yazd in iran energy planning techniques are essential tools in the management of new complex energy systems among different techniques system dynamics is an appropriate technique for the simulation of complex energy systems and the analysis of their dynamism in this paper a regional dynamic integrated electricity model rdiem is developed for a regulated electricity supply system in order to analyze the results of different scenarios and policies and find the right policies for the electricity generation the results of model are validated with a real case in the province of yazd in iran the results show that the balanced growth and the environment oriented policies have the best results among different policies although the application is related to the iranian case the implications are much wider especially in the middle east

the impact of investors risk aversion on the performances of capacity remuneration mechanisms abstract this paper analyses the impact of risk aversion on the performances of capacity remuneration mechanisms with investors facing an uncertain peak load three market designs are studied for this purpose a competitive energy only market a capacity market and a strategic reserve mechanism a simulation model based on system dynamics is developed in order to represent investment decisions and analyse the behaviour of each market design risk aversion is modelled through the computation of conditional value at risk the results are discussed in terms of impact on the reliability ability to limit shortages and cost total generation costs of the studied market designs when comparing the three market designs the capacity market seems to be the least affected by the introduction of risk aversion both in terms of cost and reliability this result suggests that implementing a capacity market is preferable in order to deal with the adverse effects of risk aversion given the simulations and parameters that were used

procrastination and obedience in this lecture i shall focus on situations involving repeated decisions with time inconsistent behavior although each choice may be close to maximizing and therefore result in only small losses the cumulative effect of a series of repeated errors may be quite large thus in my examples decision makers are quite close to the intelligent well informed individuals usually assumed in economic analysis but cumulatively they make seriously wrong decisions that do not occur in standard textbook economics this lecture discusses and illustrates several pathological modes of individual and group behavior procrastination in decision making undue obedience to authority membership of seemingly normal individuals in deviant cult groups and escalation of commitment to courses of action that are clearly unwise in each case individuals choose a series of current actions without fully appreciating how those actions will affect future perceptions and behavior the standard assumption of rational forwardlooking utility maximizing is violated the nonindependence of errors in decision making in the series of decisions can be explained with the concept from cognitive psychology of undue salience or vividness for example present benefits and costs may have undue salience relative to future costs

the role of pensions in the labor market a survey of the literature because employer sponsored group pension plans entail agreements between workers and their employers explicitly linking future payment and employment they offer an unusual window into long term employment relationships this review of recent research on pensions explores how pensions influence employee compensation retirement turnover and other matters central to the determination of labor s price and quantity over time the authors also outline some unanswered questions and difficult to reconcile findings because the pension promise involves an explicit and relatively well documented set of statements regarding future contingent payment and employment an examination of the design and operation of employersponsored group pension plans can yield important insights into the long term employment relationship specifically pension research illuminates some important labor market questions in two ways it offers insight into an important element of compensation in its own right and it furthers our understanding of labor markets in which long term

a real options evaluation model for the diffusion prospects of new renewable power generation technologies this study presents a policy planning model that integrates learning curve information on renewable power generation technologies into a dynamic programming formulation featuring real options analysis the model recursively evaluates a set of investment alternatives on a year by year basis thereby taking into account that the flexibility to delay an irreversible investment expenditure can profoundly affect the diffusion prospects of renewable power generation technologies price uncertainty is introduced through stochastic processes for the average wholesale price of electricity and for input fuel prices demand for electricity is assumed to be increasingly price sensitive as the electricity market deregulation proceeds reflecting new options of consumers to react to electricity price changes such as time of use pricing unbundled electricity services and choice of supplier the empirical analysis is based on data for the turkish electricity supply industry apart from general implications for policy making it provides some interesting insights about the impact of uncertainty and technical change on the diffusion of various emerging renewable energy technologies

cycles in deregulated electricity markets empirical evidence from two decades abstract in this article we discuss the cycle hypothesis in electricity generation which states that the introduction of deregulation in an electricity system might lead to sustained fluctuations of over and under capacity the occurrence of cycles is one of the major threats for electricity markets as it affects the security of supply and creates uncertainty in both the profitability of electricity companies and in consumer prices we discuss the background for these cycles using analogies with other capital intensive industries along with evidence from the analysis of behavioral simulation models as well as from experimental electricity markets using data from the oldest deregulated markets we find support for the hypothesis in the case of the english and chilean markets based on an autocorrelation analysis evidence from the nordpool market is more ambiguous although we might be observing the first half of a cycle in generation capacity comparing a simulation of the english market performed in 1992 with the actual performance we can observe that the qualitative behavior of the model is consistent with the actual evolution finally we discuss possible mechanisms for damping cycles in electricity generation such as mothballing capacity payments and reliability markets

the economic importance of financial literacy theory and evidence this paper undertakes an assessment of a rapidly growing body of economic research on financial literacy we start with an overview of theoretical research which casts financial knowledge as a form of investment in human capital endogenizing financial knowledge has important implications for welfare as well as policies intended to enhance levels of financial knowledge in the larger population next we draw on recent surveys to establish how much or how little people know and identify the least financially savvy population subgroups this is followed by an examination of the impact of financial literacy on economic decision making in the united states and elsewhere while the literature is still young conclusions may be drawn about the effects and consequences of financial illiteracy and what works to remedy these gaps a final section offers thoughts on what remains to be learned if researchers are to better inform theoretical and empirical models as well as public policy jel a20 d14 g11 i20 j26

a capacity investment model of wind power with uncertain supply price under high penetration rate abstract with the rapid development of renewable energy the proportion of wind power in power supply has grown significantly also it influences the power price fluctuation since the marginal cost of wind power is almost zero the growth of wind power s penetration rate has led to a crowding out effect and challenged traditional power generation technology substantially reducing the power price in the market in perfect competition market the real time balance between supply and demand of power is regulated by the real time power price fluctuation so this paper models the intermittence of wind power as uncertain supply and develops a capacity investment model under the uncertainties of both supply and demand we introduce priority dispatch elasticity to describe the crowding out effect and take the power price to be endogenous in order to model the situation of high penetration rate we compare the optimal wind power capacity decision under the strategy of priority grid connection and abandoned power management our results show that optimal capacity investment is inversely related to priority dispatch elasticity under both strategies however the profit from power generation is always higher when adopting the abandoned power management strategy

rational entry into risky markets with negative expected returns the role of biased misestimation of profit potential abstract we extend the theory of negative long run profits in risky industries by incorporating a negatively skewed profit distribution rational behavior with incomplete information is introduced by allowing economic agents to know the median rather than the mean rate of return we compare this to the case involving postdecision bolstering where entrants choose to discount available information on the industry profit distribution monte carlo experiments are tailored to the experience of the u s home building industry

simulating the new british electricity market reform abstract the british government is implementing fully its novel electricity market reform gb emr its objective in line with european directives aims at replacing existing nuclear and coal plant with low carbon systems to deliver reliable and affordable power though the gb emr has proposed several policy instruments for meeting its objectives and the academic literature has discussed the main issues no known report includes a comprehensive and dynamic simulation exercise that assesses the extent of this profound and important initiative this paper presents a system dynamics model that supports analysis of long term effects of the various policy instruments that have been proposed in the gb emr focusing on environmental quality security of supply and economic sustainability using lessons learned from simulation the paper concludes that effectively achieving the gb emr objectives requires this comprehensive intervention or a similar one that includes the promotion of low carbon electricity generation through the simultaneous implementation of various direct and indirect incentives such as a carbon price floor a feed in tariff fit and a capacity mechanism

sensitivity of reserve margin to factors influencing investment behaviour in the electricity market of england and wales abstract the electricity generation and distribution industries of england and wales have recently undergone major re structuring as part of the privatization process of taking them out of the public sector on the generation side three major companies have been created which compete both with each other and with the new independent companies who are expected to enter the market trading between generators and distributors is controlled centrally by a pool system which attempts to ensure the optimal operation of the system in the short term and gives a pricing signal for longer term investment this pricing signal depends upon an a priori loss of load probability this paper is intended to provide insights into how the investment in capacity for generation could evolve according to various regulatory conditions economic assumptions degrees of competition and the strategic behaviour of the separate companies using a system dynamics approach a simulation model of investment is developed to generate insights into the volatility of the reserve margin variations in the loss of load probability and the various market share scenarios the degree of uncertainty in the demand the amount of information exchange between competitors and the degree of foresight in planning are considered as well as different financial or market share objectives for companies

earnings quality evidence from the field abstract we provide insights into earnings quality from a survey of 169 cfos of public companies and in depth interviews of 12 cfos and two standard setters cfos believe that i above all high quality earnings are sustainable and repeatable specific characteristics include consistent reporting choices backing by actual cash flows and absence of one time items and long term estimates ii about 50 of earnings quality is driven by non discretionary factors such as industry and macro economic conditions iii in any given period about 20 of firms manage earnings to misrepresent economic performance and for such firms 10 of eps is typically managed iv earnings manipulation is hard to unravel from the outside but peer comparisons and lack of correspondence between earnings and cash flows provide helpful red flags in addition cfos disagree with current standard setting on a number of issues including the sheer number of promulgated rules the top down approach to rule making the neglect of the matching principle and the emphasis on fair value accounting they indicate that a rules based culture makes the audit function centralized and mechanical and hinders the development of audit professionals a summary impression from our work is that cfos view earnings quality as more of a single and unconditional characteristic in contrast to current research where measures of earnings quality are strongly conditional on the decision setting this cfo view is related to their idea of one number a single earnings metric that shapes both their interactions with external stakeholders and internal decision making

fuel mix diversification incentives in liberalized electricity markets a mean variance portfolio theory approach monte carlo simulations of gas coal and nuclear plant investment returns are used as inputs of a mean variance portfolio optimization to identify optimal base load generation portfolios for large electricity generators in liberalized electricity markets we study the impact of fuel electricity and co2 price risks and their degree of correlation on optimal plant portfolios high degrees of correlation between gas and electricity prices as observed in most european markets reduce gas plant risks and make portfolios dominated by gas plant more attractive long term power purchase contracts and or a lower cost of capital can rebalance optimal portfolios towards more diversified portfolios with larger shares of nuclear and coal plants

preference dynamics in sequential consumer choice with defaults this research examines the impact of defaults on product choice in sequential decision settings whereas prior research has shown that a default can affect what consumers purchase by promoting choi

behind the scenes the corporate governance preferences of institutional investors we survey institutional investors to better understand their role in the corporate governance of firms consistent with a number of theories we document widespread behind the scenes intervention as well as governance motivated exit these governance mechanisms are viewed as complementary devices with intervention typically occurring prior to a potential exit we further find that long term investors and investors that are less concerned about stock liquidity intervene more intensively finally we find that most investors use proxy advisors and believe that the information provided by such advisors improves their own voting decisions

on the behavioral and rational foundations of economic dynamics abstract existing uncertainties about the correct explanations for economic growth and business cycles cannot be settled by aggregative analysis within the neoclassical framework current disputes in theory rest largely on ad hoc casually empirical assumptions about departures from perfect rationality under uncertainty such disputes can only be settled by painstaking microeconomic empirical study of human decision making and problem solving microeconomic research of the kinds that are required can receive powerful guidance from the theories of human thinking that have been developed and tested over the past twenty five years by cognitive psychologists

individual investor perceptions and behavior during the financial crisis combining monthly survey data with matching trading records we examine how individual investor perceptions change and drive trading and risk taking behavior during the 2008 2009 financial crisis we find that investor perceptions fluctuate significantly during the crisis with risk tolerance and risk perceptions being less volatile than return expectations during the worst months of the crisis investors return expectations and risk tolerance decrease while their risk perceptions increase towards the end of the crisis investor perceptions recover we document substantial swings in trading and risk taking behavior that are driven by changes in investor perceptions overall individual investors continue to trade actively and do not de risk their investment portfolios during the crisis

the market value of variable renewables the effect of solar wind power variability on their relative price this paper provides a comprehensive discussion of the market value of variable renewable energy vre the inherent variability of wind speeds and solar radiation affects the price that vre generators receive on the market market value during windy and sunny times the additional electricity supply reduces the prices because the drop is larger with more installed capacity the market value of vre falls with higher penetration rate this study aims to develop a better understanding on how the market value with penetration and how policies and prices affect the market value quantitative evidence is derived from a review of published studies regression analysis of market data and the calibrated model of the european electricity market emma we find the value of wind power to fall from 110 of the average power price to 50 80 as wind penetration increases from zero to 30 of total electricity consumption for solar power similarly low value levels are reached already at 15 penetration hence competitive large scale renewable deployment will be more difficult to accomplish than as many anticipate

cross border electricity market effects due to price caps in an emission trading system an agent based approach the recent low co2 prices in the european union emission trading scheme eu ets have triggered a discussion whether the eu ets needs to be adjusted we study the effects of co2 price floors and a price ceiling on the dynamic investment pathway of two interlinked electricity markets loosely based on great britain which already has introduced a price floor and on central western europe using an agent based electricity market simulation with endogenous investment and a co2 market including banking we analyse the cross border effects of national policies as well as system wide policy options a common moderate co2 auction reserve price results in a more continuous decarbonisation pathway this reduces co2 price volatility and the occurrence of carbon shortage price periods as well as the average cost to consumers a price ceiling can shield consumers from extreme price shocks these price restrictions do not cause a large risk of an overall emissions overshoot in the long run a national price floor lowers the cost to consumers in the other zone the larger the zone with the price floor the stronger the effect price floors that are too high lead to inefficiencies in investment choices and to higher consumer costs

decision making approaches and the propensity to default evidence and implications abstract this paper examines heterogeneity in the responsiveness to default options in a large state retirement plan focusing on individuals decision making approaches as well as their economic and demographic characteristics analyses of a survey of plan participants show that procrastination and the need for cognitive closure are important determinants of the likelihood of default this paper also explores an important implication of defaulting individuals who default are significantly more likely to subsequently express a desire to enroll in a different plan the desire to change plans is also correlated with numerous economic and decision making characteristics including procrastination

classification of future electricity market prices forecasting short term electricity market prices has been the focus of several studies in recent years although various approaches have been examined achieving sufficiently low forecasting errors has not been always possible however certain applications such as demand side management do not require exact values for future prices but utilize specific price thresholds as the basis for making short term scheduling decisions in this paper classification of future electricity market prices with respect to pre specified price thresholds is introduced two alternative models based on support vector machines are proposed in a multi class multi step ahead price classification context numerical results are provided for classifying prices in ontario s and alberta s markets

the persistence of early childhood maturity international evidence of long run age effects a continuum of ages exists within each starting class due to the use of a single school cut off date making the oldest children approximately twenty percent older than the youngest children at school entry we provide substantial evidence that these initial maturity differences have long lasting effects on student performance across oecd countries in particular the youngest members of each cohort score 4 12 percentiles lower than the oldest members in grade four and 2 9 percentiles lower in grade eight depending upon the country in fact data from canada and the united states shows that the youngest members of a cohort are even less likely to enroll in pre university academic track courses and high end academic universities taken together these findings point to important early relative maturity effects that propagate themselves into adulthood through the structure of education systems

sustainable energy systems role of optimization modeling techniques in power generation and supply a review electricity is conceivably the most multipurpose energy carrier in modern global economy and therefore primarily linked to human and economic development energy sector reform is critical to sustainable energy development and includes reviewing and reforming subsidies establishing credible regulatory frameworks developing policy environments through regulatory interventions and creating market based approaches energy security has recently become an important policy driver and privatization of the electricity sector has secured energy supply and provided cheaper energy services in some countries in the short term but has led to contrary effects elsewhere due to increasing competition resulting in deferred investments in plant and infrastructure due to longer term uncertainties on the other hand global dependence on fossil fuels has led to the release of over 1100 gtco2 into the atmosphere since the mid 19th century currently energy related ghg emissions mainly from fossil fuel combustion for heat supply electricity generation and transport account for around 70 of total emissions including carbon dioxide methane and some traces of nitrous oxide this multitude of aspects play a role in societal debate in comparing electricity generating and supply options such as cost ghg emissions radiological and toxicological exposure occupational health and safety employment domestic energy security and social impressions energy systems engineering provides a methodological scientific framework to arrive at realistic integrated solutions to complex energy problems by adopting a holistic systems based approach especially at decision making and planning stage modeling and optimization found widespread applications in the study of physical and chemical systems production planning and scheduling systems location and transportation problems resource allocation in financial systems and engineering design this article reviews the literature on power and supply sector developments and analyzes the role of modeling and optimization in this sector as well as the future prospective of optimization modeling as a tool for sustainable energy systems

capacity adequacy in power markets facing energy transition a comparison of scarcity pricing and capacity mechanism this article analyses how a capacity mechanism can address security of supply objectives in a power market undergoing an energy transition that combines energy efficiency efforts to stabilise demand and a rapid increase in the proportion of renewables to analyse this situation power markets are simulated over the long term with a system dynamics model integrating new investment and closure decisions this last trait is relevant to studying investment in power generation in mature markets undergoing policy shocks the energy only market design with a price cap with and without a capacity mechanism is compared to scarcity pricing in two investment behaviour scenarios with and without risk aversion the results show that the three market designs lead to different levels of risk for peaking unit investment and results thus differ according to which risk aversion hypothesis is adopted assuming a risk neutral investor the results indicate that compared to an energy only market with a price cap at 3 000 mwh an energy only market with scarcity pricing and the market design with a capacity mechanism are two efficient options to reach similar levels of load loss but under the hypothesis of risk aversion the results highlight the advantage of the capacity mechanism over scarcity pricing

kept back to get ahead kindergarten retention and academic performance abstract while most existing research concludes that grade retention generates no benefits for the retainees academic performance holding low achieving children back has been a popular practice for decades drawing on a recently collected nationally representative dataset in the us this paper estimates the causal effect of repeating kindergarten on the retained children s academic performance since we observe children being held back only when they enroll in schools that permit kindergarten retention this paper jointly models the choice of enrolling in a school that allows kindergarten retention the decision of repeating kindergarten and children s academic performance in higher grades a control function approach is developed to estimate the resulting double hurdle treatment model which accounts for unobserved heterogeneity in the retention effect a nearest neighbor matching estimator is also implemented holding children back in kindergarten is found to have positive but diminishing effects on their academic performance up to third grade

the impact of renewables on electricity prices in germany an estimation based on historic spot prices in the years 2011 2013 abstract germany s public opinion and media usually attribute increasing electricity prices to the high share of renewables in the german power system but average electricity prices at the european energy exchange dropped during the last years due to an excess of renewable energy this study uses historic market data in order to quantify the effect of renewables on prices historic demand and supply curves from 2011 to 2013 have been used to reconstruct electricity prices under the assumption that no wind and pv would be available the analysis reveals an astonishingly high increase of market prices up to 5 29 ct kwh due to a lack of non renewable power capacities in 2013 the available conventional capacity would not have been able to cover the demand during 269 hours the estimated maximum deficit of 5 6 gw is in good agreement to data published by the german grid operators the discussion of the origin of this deficit leads to the conclusion that the current situation has not been caused by renewables the liberalization of the european energy market established investment risks that hindered required investment a long time before the renewables boomed

optimal defaults and active decisions defaults often have a large influence on consumer decisions we identify an overlooked but practical alternative to defaults requiring individuals to make an explicit choice for themselves we study such active decisions in the context of 401 k saving we find that compelling new hires to make active decisions about 401 k enrollment raises the initial fraction that enroll by 28 percentage points relative to a standard opt in enrollment procedure producing a savings distribution three months after hire that would take 30 months to achieve under standard enrollment we also present a model of 401 k enrollment and derive conditions under which the optimal enrollment regime is automatic enrollment i e default enrollment standard enrollment i e default non enrollment or active decisions i e no default and compulsory choice active decisions are optimal when consumers have a strong propensity to procrastinate and savings preferences are highly heterogeneous financial illiteracy however favors default enrollment over active decision enrollment

entry into the electricity market uncertainty competition and mothballing options the present paper analyzes the entry strategies into the electricity market of two firms that have power plants under price uncertainty and competition we consider the symmetric and asymmetric two firms which have either a thermal power plant or a nuclear power plant the differences between the thermal power plant and the nuclear power plant such as the cost structure and operational flexibility are modeled the threshold values of market entry are calculated for each firm with either the thermal power plant or the nuclear power plant as the leader or the follower we show the dependence of cost structures on entry thresholds of the leader and the follower into the electricity market for various market and cost conditions the diagrams of the leader are also shown

reliability payments to generation capacity in electricity markets abstract electric power is a critical input to modern economies generation adequacy and security of supply in power systems running under competition are currently topics of high concern for consumers regulators and governments in a market setting generation investments and adequacy can only be achieved by an appropriate regulatory framework that sets efficient remuneration to power capacity theoretically energy only electricity markets are efficient and no additional mechanism is needed nonetheless the energy only market design suffers from serious drawbacks therefore jointly with the evolution of electricity markets many remunerating mechanisms for generation capacity have been proposed explicit capacity payment was the first remunerating approach implemented and perhaps still the most applied however this price based regulation has been applied no without severe difficulties and criticism in this paper a new reliability payment mechanism is envisioned capacity of each generating unit is paid according to its effective contribution to overall system reliability the proposed scheme has many attractive features and preserves the theoretical efficiency properties of energy only markets fairness incentive compatibility market power mitigation and settlement rules are investigated in this work the article also examines the requirements for system data and models in order to implement the proposed capacity mechanism a numerical example on a real hydrothermal system serves for illustrating the practicability of the proposed approach and the resulting reliability payments to the generation units

long term assessment of power capacity incentives by modeling generation investment dynamics under irreversibility and uncertainty abstract in actual energy only markets the high volatility of power prices affects the expected returns of generators when dealing with irreversibility under uncertainty deferring decisions to commit in new power plants waiting for better information is therefore a rational approach theoretical and empirical evidence suggests that such investment pattern determines the occurrence of construction cycles which strongly compromise supply security in order to supplement generators revenues several remuneration mechanisms have been devised over past years along this line this work addresses the long run dynamics of capacity adequacy and market efficiency with both a price based and a quantity based capacity remuneration policy for that purpose a recently developed stochastic simulation model is used as a benchmark hence the optimal postponement of generation investment decisions is integrated into a long run power market model by formulating the decision making problem in the framework of real options analysis results suggest that policymakers may exchange supply security effectiveness for energy prices to be paid by consumers efficiency when designing and implementing capacity remuneration mechanisms by doing so this article contributes to the ongoing debate regarding the design of incentive policies and efficient power markets by considering the microeconomics of investors decision making under irreversibility and uncertainty

effects of a european electricity market on the german electricity industry results from a simulation model of the european power systems the introduction of an european common market for electricity and the opening of the power markets to eastern europe and scandinavia will have a drastic and lasting effect on the structure of the german electricity industry this paper presents an evaluation of the possible effects of a single market especially on the power trade within europe and the german power plant system one special aspect is the investigation whether a flooding of the german electricity market with french nuclear power could happen scenario simulations reject the argumentation that a european common market for electricity would lead to a dramatic increase in international electricity trade

differential difference equations in economics on the numerical solution of vintage capital growth models we examine techniques for the analytical and numerical solution of state dependent differential difference equations such equations occur in the continuous time modelling of vintage capital growth models which form an important class of models in modern economic growth theory the theoretical treatment of non state dependent differential difference equations in economics was discussed by benhabib and rustichini 1991 in general though the state dependence of a model prevents its analytical solution in all but the simplest of cases we review a numerical method for solving state dependent models using simple examples to illustrate our discussion in addition we apply this numerical method to the solow vintage capital growth model

trading as entertainment among 1 000 german brokerage clients for whom both survey responses and actual trading records are available investors who report enjoying investing or gambling turn over their portfolio at twice the rate of their peers including entertainment attributes as additional explanatory variables in cross sectional regressions of portfolio turnover on objective investor attributes more than doubles the fraction of the total variation of portfolio turnover that can be explained the results are robust to controlling for gender and proxies for overconfidence constructed from survey responses nonpecuniary benefits of trading thus appear to offer a straightforward explanation of the excessive trading puzzle

dynamic analysis of various investment incentives and regional capacity assignment in iranian electricity market this paper develops a system dynamics model to analyze the impacts of different kinds of capacity payment as investment incentive mechanisms in iranian electricity market since it is aimed that the incurred capital and operating costs of generation technologies be recovered in iranian electricity pool the noncompetitive capacity payment mechanism has been introduced for this purpose in order to encourage new investments in electric power generation system in the current mechanism the capacity payments are designated to the generating units in the whole country electricity market an annual base value of capacity payment is proposed based on recovering the capital cost of a benchmark generation technology this value is altered according to the operational reserve in the day ahead electricity market this supporting policy is simulated and analyzed in the proposed dynamic framework in order to track the trend of new investments in the iranian electricity market the feasibility study of implementing the regional capacity assignment is the main focus of this paper different possible regulating policies such as floating rates for capacity payment and electricity price cap the multiple capacity payments to various technologies and the regional electricity market with territorial capacity allocation are examined in order to investigate the consequences and performances of different decisions and policies in the capacity investment of iranian electricity market