estimating residential demand for electricity in greece abstract this paper examines the residential demand for electricity in greece the issues of structural stability price and income sensitivity of both long and short run residential demand for electricity in greece were examined employing monthly data over the period 1986 1999 the long run residential demand for electricity is estimated taking into account changes in weather conditions weighted by the size of the population employing multivariate framework analysis a long run residential demand function for electricity sensitive to real income price level and weather conditions is found to exist and the importance of short run deviations is presented using vector error correction model vecm estimation the empirical evidence suggests the presence of a stable residential demand for electricity in greece both in the long and short run periods and the policy implications of such a relationship are presented

optimizing multinomial logit profit functions the multinomial logit model is a standard approach for determining the probability of purchase in product line problems when the purchase probabilities are multiplied by product contribution margins the resulting profit function is generally nonconcave because of this standard nonlinear search procedures may terminate at a local optimum which is far from the global optimum we present a simple procedure designed to alleviate this problem the key idea of this procedure is to find a path of prices from the global optimum of a related but concave logit profit function to the global optimum of the true but nonconcave logit profit function

the highs and lows of the minimum wage effect a time series cross section study of the canadian law we examine the effects of minimum wage legislation in canada over the period 1975 93 for teenagers we find that a 10 increase in the minimum wage is associated with roughly a 2 5 decrease in employment we also find that this result is driven by low frequency variation in the data at high frequencies the elasticity is positive and insignificant the difference in the elasticity across the bandwidth has implications for the interpretation of employment dynamics as a result of minimum wage policy and experimental design in minimum wage studies it also provides a simple reconciliation of the new minimum wage research which reports very small negative or positive elasticities

estimating the effects of the minimum wage in a developing country a density discontinuity design approach summary this paper proposes a framework to identify the effects of the minimum wage on the joint distribution of sector and wage in a developing country i show how the discontinuity of the wage distribution around the minimum wage identifies the extent of noncompliance with the minimum wage policy and how the conditional probability of sector given wage recovers the relationship between latent sector and wages i apply the method in the pnad a nationwide representative brazilian cross sectional dataset for the years 2001 2009 the results indicate that the size of the informal sector is increased by around 39 compared to what would prevail in the absence of the minimum wage an effect attributable to i unemployment effects of the minimum wage on the formal sector and ii movements of workers from the formal to the informal sector as a response to the policy

using local labor market data to re examine the employment effects of the minimum wage using quarterly census data for 1996 2000 the author evaluates how minimum wages affected teenage employment at the county level an analysis that includes all counties yields small and statistically insignificant effects consistent with previous research using state panels however in counties where the minimum wage was likely binding above the market clearing wage for teens the negative impact on employment was considerably larger the effect was strongest in small counties was restricted to transitory jobs and new hires and apparently was not experienced by young adults ages 19 22 the small employment effects found in much of the literature the author argues at least partly reflect the estimates inclusion of local labor markets where the minimum wage is not binding by averaging the effects across all areas with no disaggregation based on where the minimum wage is binding and where it is not these studies overlook important regional variation

capacity and pricing policies with consumer overflow behavior we analyze consumers choice and overflow behavior between two potential market segments with different fares capacity allocated and then develop the optimal capacity and pricing polices assuming

did unilateral divorce laws raise divorce rates a reconciliation and new results application of the coase theorem to marital bargaining suggests that shifting from a consent divorce regime to no fault unilateral divorce laws should not affect divorce rates each iteration of the empirical literature examining the evolution of divorce rates across us states has yielded different conclusions about the effects of divorce law liberalization i show that these results reflect a failure to jointly consider both the political endogeneity of these divorce laws and the dynamic response of divorce rates to a shock to the political regime taking explicit account of the dynamic response of divorce rates to the policy shock i find that liberalized divorce laws caused a discernible rise in divorce rates for about a decade but that this increase was substantially reversed over the next decade that said this increase explains very little of the rise in the divorce rate over the past half century both administrative data on the flow of new divorces and measures of the stock of divorcees from the census support this conclusion these results are suggestive of spouses bargaining within marriage with an eye to their partner s divorce threat

compatibility and bundling of complementary goods in a duopoly this paper presents a simple model of compatibility and bundling in industries where consumers assemble several necessary components into a system that is close to their ideal the authors show that for a wide range of parameters firms will choose to produce compatible components but will offer discounts to consumers who purchase all components from the same firm however firms would be better off if they could commit not to provide such discounts furthermore the equilibrium tends to involve socially excessive bundling finally mixed bundling strategies tend to increase the range of parameters over which socially excessive standardization occurs copyright 1992 by blackwell publishing ltd

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

credible research designs for minimum wage studies a response to neumark salas and wascher the authors assess the critique by neumark salas and wascher 2014 of minimum wage studies that found small effects on teen employment data from 1979 to 2014 contradict nsw the authors show th

consumption smoothing and debtor protections abstract protections for defaulting debtors are a widely used form of consumption insurance this paper evaluates the costs and benefits of this insurance both inside and outside of bankruptcy first i show that consumption declines by 6 upon default revealing a potential role for greater debtor protections to smooth consumption second i use changes in states laws to estimate the impact of one type of debtor protection asset exemptions on repayment in default and interest rates while higher exemptions smooth consumption by reducing collection in default the interest rate cost is large relative to the benefits adapting a sufficient statistics formula from the literature the estimates imply that the cost of additional exemption protection exceeds what debtors are willing to pay

who minimum wage increases bite an analysis using monthly data from the sipp and the cps 1 introduction neoclassical competitive models of firm behavior predict that wage increases reduce the quantity of labor demanded by firms and holding the wage rate constant that the least valued workers are the first fired or the last hired minimum wage legislation exogenously increases the price of labor and data from periods when the minimum wage changes can be used to empirically test its effect on the employment of vulnerable workers however a new body of research using such data suggests that minimum wage increases do not reduce employment and may even increase it card 1992a b katz and krueger 1992 card katz and krueger 1994 card and krueger 1994 1995 from a theoretical perspective this new economics of the minimum wage has been characterized as an assault on the law of demand ehrenberg 1995 if modest increases in the minimum wage have no employment effects then the appropriateness of this method in helping the working poor is strictly a distributional issue 2 however if minimum wage increases reduce employment and if the jobs lost are concentrated among the vulnerable groups the policy claims to assist then policy makers must consider this unintended consequence hence estimating the elasticity of employment with respect to minimum wage increases is more than simply an empirical test of economic theory in this paper we use monthly data from the survey of income and program participation sipp and the current population survey cps to examine the effect of raising the minimum wage on employment in contrast to much of the new minimum wage literature we find that minimum wage increases significantly reduce employment moreover we find that the elasticity of demand for labor with respect to increases in the minimum wage is greatest for the most vulnerable groups in the working age population young adults who have low levels of education young black adults and teenagers and teenagers we also find that minimum wage increases reduce the overall employment of young adults and teenagers though the estimated elasticities are smaller 2 the new economics of the minimum wage the new minimum wage literature is dominated by studies that find that minimum wage increases have an insignificant or in some cases a positive and significant effect on the employment of young adults and teenagers aged 16 24 or on other subgroups within that population card 1992a b katz and krueger 1992 card katz and krueger 1994 card and krueger 1994 1995 most of these studies have now generated replies arguing that raising the minimum wage significantly decreases employment in these populations neumark and wascher 1992 1994 1996 in press deere murphy and welch 1995 taylor and kim 1995 burkhauser couch and wittenburg in press because these new studies of the minimum wage vary widely in their techniques we focus our discussion on those that use cps data and employ an estimation strategy related to the one we use in this paper neumark and wascher 1992 1994 1996 card katz and krueger 1994 card and krueger 1995 deere murphy and welch 1995 burkhauser couch and wittenburg in press 3 specifically we review studies that use a pooled time series cross sectional approach to estimate the employment effects of minimum wage increases on vulnerable groups such as teenagers with cps data deere murphy and welch 1995 also use pooled repeated cross sectional data from the cps to estimate the impact of minimum wage increases but their specification differs in some important ways from the studies discussed above deere murphy and welch 1995 estimate the effect of minimum wage increases over the period from 1985 through 1993 they construct intervals of monthly data from 1985 through 1993 that begin on the first day of april of each year and end on the last day of match during the following year for each interval they create annual averages of variables

a simulation based approach to price optimisation of the mixed bundling problem with capacity constraints abstract in this paper we analyse a service provider s mixed bundling problem for services such as sporting events or holiday packages pursuing the objective of maximising total revenue the service provider has to determine static prices for each single product at the beginning of the selling period additionally an optimal package price has to be chosen for the bundle that comprises one unit of each single product because of capacity constraints the availability of products can change over time such that consumers are forced to switch from their preferred subset of products to an alternative following dynamic substitution we propose two mixed integer linear programmes based on reservation prices that appropriately model the consumer choice process to address the bundling problem it becomes evident that the determination of the optimal prices is computationally expensive even for small problem classes therefore we develop metaheuristics using variable neighbourhoods to evaluate their performance we propose the following new approach our extensive computational study is performed using especially generated scenarios for which the optimal product prices are known for this purpose we present a set of conditions for the generation of reservation prices that guarantee the optimality of the predefined prices based on our computational results managerial insights are derived

bundle pricing of inventories with stochastic demand we consider a retailer selling a fixed inventory of two perishable products over a finite horizon assuming poisson arrivals and a bivariate reservation price distribution we determine the optimal product and bundle prices that maximize the expected revenue our results indicate that the performances of mixed bundling pure bundling and unbundled sales strategies heavily depend on the parameters of the demand process and the initial inventory levels bundling appears to be most effective with negatively correlated reservation prices and high starting inventory levels when the starting inventory levels are equal and in excess of average demand most of the benefits of bundling can be achieved through pure bundling however the mixed bundling strategy dominates the other two when the starting inventory levels are not equal we also observe that an incorrect modeling of the reservation prices may lead to significant losses the model is extended to allow for price changes during the selling horizon it is shown that offering price bundles mid season may be more effective than changing individual product prices

monopsonistic competition low wage labour markets and minimum wages an empirical analysis abstractthis article investigates the degree of monopsony power of employers in different industries against the background of a statutory minimum wage introduction in germany in january 2015 a semi structural estimation approach is employed based on a dynamic model of monopsonistic competition the empirical analysis relies on a linked employer employee data set which allows to control for observed heterogeneity both on the worker and on the firm side the results show important differences in monopsonistic competition among low wage industries while retailing the hotel and restaurant industry as well as agriculture can be described as monopsonistic labour markets this is not true for other services and manufacturing of food products from a policy point of view the introduction of a uniform minimum wage may therefore lead to different employment reactions in industries with a similar minimum wage bite

minimum wage effects on labor market outcomes under search matching and endogenous contact rates building upon a continuous time model of search with nash bargaining in a stationary environment we analyze the effect of changes in minimum wages on labor market outcomes and welfare although minimum wage increases may or may not lead to increases in unemployment in our model they can be welfare improving to labor market participants on both the supply and demand sides of the labor market we discuss identification of the model using current population survey data on accepted wages and unemployment durations and show that by incorporating a limited amount of information from the demand side of the market it is possible to obtain credible and precise estimates of all primitive parameters we show that the optimal minimum wage in 1996 depends critically on whether or not contact rates can be considered to be exogenous and we note that the limited variation in minimum wages makes testing this assumption problematic

employment effects of minimum and subminimum wages panel data on state minimum wage laws using panel data on state minimum wage laws and economic conditions for the years 1973 89 the authors reevaluate existing evidence on the effects of a minimum wage on employment their estimates indicate that a 10 increase in the minimum wage causes a decline of 1 2 in employment among teenagers and a decline of 1 5 2 in employment for young adults similar to the ranges suggested by earlier time series studies the authors also find evidence that youth subminimum wage provisions enacted by state legislatures moderate the disemployment effects of minimum wages on teenagers

good jobs versus bad jobs this article develops a model of noncompetitive labor markets in which high wage good and low wage bad jobs coexist minimum wages and unemployment benefits shift the composition of employment toward high wage jobs because the composition of jobs in the laissez faire equilibrium is inefficiently biased toward low wage jobs these labor market regulations increase average labor productivity and may improve welfare

using regional variation in wages to measure the effects of the federal minimum wage the imposition of a national minimum wage standard provides a natural experiment in which the treatment effect varies across states depending on the fraction of workers initially earning less than the new minimum the author exploits this fact to evaluate the effect of the april 1990 increase in the federal minimum wage on teenagers wages employment and school enrollment comparisons of grouped and individual state data confirm that the rise in the minimum wage increased teenagers wages there is no evidence of corresponding losses in teenage employment or changes in teenage school enrollment

price elasticity block tariffs and equity of natural gas demand in china investigation based on household level survey data abstract on the basis of a newly established database from the chinese residential energy consumption survey this paper estimates the price elasticity of natural gas demand for the households and investigates the factors that affect residential natural gas consumption in china to address the endogeneity problems the non residential natural gas price has been adopted as the instrumental variable for residential natural gas price results demonstrate that the natural gas demand of chinese households respond significantly to price change with an overall price elasticity coefficient of 0 898 in the meanwhile 1 increase in family members would cause 0 159 rise in natural gas demand and household in the south consumes 28 8 more natural gas than that in the north recognizing the heterogeneity of residential natural gas price elasticity for different households quantile regression technique has further been applied to analyze the distributional effect of natural gas consumption the simulation suggests that the gini coefficient drops from 0 49 to 0 40 after introducing an increasing block tariff scheme to replace the original flat tariff system confirming a price reform has potential to improve the energy equity situation by reshaping the energy consumption pattern

the price elasticity of electricity demand in south australia abstract in this paper the price elasticity of electricity demand representing the sensitivity of customer demand to the price of electricity has been estimated for south australia we first undertake a review of the scholarly literature regarding electricity price elasticity for different regions and systems then we perform an empirical evaluation of the historic south australian price elasticity focussing on the relationship between price and demand quantiles at each half hour of the day this work attempts to determine whether there is any variation in price sensitivity with the time of day or quantile and to estimate the form of any relationships that might exist in south australia

residential electricity demand dynamics in turkey abstract this article provides fresh empirical evidences for the income and price elasticies of the residential energy demand both in the short run and long run for turkey over the period 1968 2005 using the bounds testing procedure to cointegration the computed elasticities of income and price are consistent with the previous studies and as expected the long run elasticities are greater than the short run elasticities an augmented form of granger causality analysis is implemented among residential electricity income price and urbanization in the long run causality runs interactively through the error correction term from income price and urbanization to residential energy but the short run causality tests are inconclusive the parameter stability of the short run as well as long run coefficients in the residential energy demand function are tested the results of these tests display a stable pattern

the effect of expanding medicaid eligibility on supplemental security income program participation abstract low income adults without dependent children have historically had few paths to obtain public health insurance unless they qualified for supplemental security income ssi cash benefits because of a disability however in states that expand their medicaid programs childless adults may obtain medicaid without undergoing an intensive ssi disability review process and with substantially higher income and assets than the ssi program allows this expanded availability of medicaid coverage independent of ssi participation creates an opportunity to increase earnings and savings without jeopardizing health insurance coverage in this paper we use the natural experiments created by state decisions to expand medicaid to nondisabled nonelderly adults without dependent children to study the effect of decoupling medicaid eligibility and cash assistance using a difference in differences study design we collected data on the income eligibility limits enrollment caps and coverage characteristics of state medicaid expansions to childless adults from 2001 to 2013 we combine these data with the nationally representative american community survey to estimate the effects of state expansion on ssi participation we find relative declines in ssi participation of 0 17 percentage points on average after the introduction of medicaid coverage for childless adults a 7 relative decrease this finding suggests the potential for small but important efficiency gains from separating ssi and medicaid eligibility

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

reply to credible research designs for minimum wage studies the authors make three points in this reply to the article by allegretto dube reich and zipperer adrz 2017 first adrz shed no new light on the sensitivity of estimated minimum wage employmen

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

industry dynamics and the minimum wage a putty clay approach we document two new findings about the industry level response to minimum wage hikes first restaurant exit and entry both rise following a hike second there is no change in employment among continuing restaurants we develop a model of industry dynamics based on putty clay technology that is consistent with these findings in the model continuing restaurants cannot change employment and thus industry level adjustment occurs gradually through exit of labor intensive restaurants and entry of capital intensive restaurants interestingly the putty clay model matches the small estimated short run disemployment effect of the minimum wage found in other studies but produces a larger long run disemployment effect

the costs of worker displacement this study identifies part of the social loss attendant upon displacement as the remaining value of the assets specific to the severed employment relationship a bargaining model is used to link wage tenure profiles to the amount of information firms and workers possess about the duration of that relationship if information is good the profile will flatten as displacement approaches using psid data for workers separated between 1977 and 1981 wage tenure profiles are found not to change this suggests that either workers or both firms and workers are surprised by the displacement the present value of that part of the social loss attributable to the worker s share of firm specific capital is around 7 000 1980 dollars

product line selection and pricing under a share of surplus choice model abstract product line selection and pricing decisions are critical to the profitability of many firms particularly in today s competitive business environment in which providers of goods and services are offering a broad array of products to satisfy customer needs we address the problem of selecting a set of products to offer and their prices when customers select among the offered products according to a share of surplus choice model a customer s surplus is defined as the difference between his utility willingness to pay and the price of the product under the share of surplus model the fraction of a customer segment that selects a product is defined as the ratio of the segment s surplus from this particular product to the segment s total surplus across all offered products with positive surplus for that segment we develop a heuristic procedure for this non concave mixed integer optimization problem the procedure utilizes simulated annealing to handle the binary product selection variables and a steepest ascent style procedure that relies on certain structural properties of the objective function to handle the non concave continuous portion of the problem involving the prices we also develop a variant of our procedure to handle uncertainty in customer utilities in computational studies our basic procedures perform extremely well producing solutions whose objective values are within about 5 of those obtained via enumerative methods our procedure to handle uncertain utilities also performs well producing solutions with expected profit values that are roughly 10 higher than the corresponding expected profits from solutions obtained under the assumption of deterministic utilities

wage shocks and the technological substitution of low wage jobs we extend the task based empirical framework used in the job polarization literature to analyze the susceptibility of low wage employment to technological substitution we nd that increases in the cost of low wage labor via minimum wage hikes lead to relative employment declines at cognitively routine occupations but not manuallyroutine or non routine low wage occupations this suggests that low wage routine cognitive tasks are susceptible to technological substitution while the short run em

minimum wage effects throughout the wage distribution this paper provides evidence on a wide set of margins along which labor markets can adjust in response to increases in the minimum wage including wages hours employment and ultimately labor income not surprisingly the evidence indicates that low wage workers are most strongly affected while higher wage workers are little affected workers who initially earn near the minimum wage experience wage gains nevertheless their hours and employment decline and the combined effect of these changes on earned income suggests adverse consequences on net for low wage workers

the demand function for residential heat through district heating system and its consumption benefits in korea abstract the demand for residential heat rh through a district heating system dhs has been and will be expanded in korea due to its better performance in energy efficiency and the abatement of greenhouse gas emissions than decentralized boilers the purposes of this paper are two fold the first is to obtain the demand function for dhs based rh in korea and investigate the price and income elasticities of the demand employing the quarterly data covering the period 1988 2013 the short run price and income elasticities are estimated as 0 700 and 0 918 respectively moreover the long run elasticities are 1 253 and 1 642 respectively the second purpose is to measure the consumption benefits of dhs based rh employing the economic theory that they are the sum of the actual payment and consumer surplus for the consumption considering that the average price and estimated consumer surplus of the dhs based rh use in 2013 are computed to be krw 87 870 usd 84 1 and krw 62 764 usd 60 1 per gcal the consumption benefits of the dhs based rh are calculated to be krw 150 634 usd 144 2 per gcal this information can be beneficially utilized to conduct an economic feasibility study for a new dhs project related to rh supply

the effect of minimum wages on employment a factor model approach this paper resolves issues in the minimum wage employment debate by using factor model econometric methods to address concerns related to unobserved heterogeneity recent work has shown that the negative effects of minimum wages on employment found using traditional methods are sensitive to the inclusion of controls for regional heterogeneity and selection of states that experience minimum wage hikes leaving the two sides of the debate in disagreement about the appropriate approach factor model methods are an ideal solution for this disagreement as they allow for the presence of multiple unobserved common factors which can be correlated with the regressors these methods provide a more exible way of addressing concerns related to unobserved heterogeneity and are robust to critiques from either side of the debate the factor model estimators produce minimum wage employment elasticities that are much smaller than the traditional ols results and are not statistically different from zero these results hold for many specications and two datasets that have been used in the minimum wage employment literature a simulation shows that unobserved common factors can explain the different estimates seen across methodologies in the literature

the minimum wage and di claims abstract this article examines the impact of the minimum wage on di claims based on a state year panel for 2002 2017 constructed from the social security administration s state agencies monthly workload mowl dataset across a wide variety of specifications the minimum wage has had no discernable short run effect on di claims

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

do minimum wage increases influence worker health this study investigates whether minimum wage increases impact worker health in the united states we consider self reported measures of general mental and physical health we use data on lesser skilled workers from the 1993 to 2014 behavioral risk factor surveillance survey among men we find no evidence that minimum wage increases improve health instead we find that such increases lead to worse health outcomes particularly among unemployed men we find both worsening general health and improved mental health following minimum wage increases among women these findings broaden our understanding of the full impacts of minimum wage increases on lesser skill workers jel i1 i11 i18

short and long run elasticities in us residential electricity demand a co integration approach abstract co integration techniques show promise in the analysis of short and long run effects of economic variables on energy use we use these techniques to develop an error correction model of annual us residential electricity demand we construct equipment stock indices and estimate the model for 1949 1993 our analysis suggests a structural shift in consumption during the 1960s we discuss reasons for this shift report the short and long run elasticities provide forecasts for 1994 1995 and compare the model s forecasts with other published forecasts

explaining the decline in the u s employment to population ratio a review of the evidence this paper first documents trends in employment rates and then reviews what is known about the various factors that have been proposed to explain the decline in the overall employment to population ratio between 1999 and 2018 population aging has had a large effect on the overall employment rate over this period but within age group declines in employment among young and prime age adults also have played a central role among the factors with effects that we can quantify based on existing evidence labor demand factors in particular increased import competition from china and the penetration of robots into the labor market are the most important drivers of observed within group declines in employment labor supply factors most notably increased participation in disability insurance programs have played a less important but not inconsequential role increases in the real value of state minimum wages and in the share of individuals with prison records also have contributed modestly to the decline in the aggregate employment rate in addition to the factors whose effects we roughly quantify we identify a set of potentially important factors about which the evidence does not yet allow us to draw clear conclusions these include the challenges associated with arranging child care improvements in leisure technology changing social norms increased use of opioids the growth in occupational licensing and declining labor market fluidity our evidence driven ranking of factors should be useful for guiding future discussions about the sources of decline in the aggregate employment to population ratio and consequently the likely efficacy of alternative policy approaches to increasing employment rates

optimal product line pricing in the presence of budget constrained consumers abstract the product line pricing problem is generally defined as a seller s task to determine the optimal prices for each product in a product line while accounting for both demand side and supply side restrictions in this paper we contribute to the existing literature by incorporating consumers budget considerations into the seller s optimisation problem despite playing an important role in many applications such as the pricing of tickets for sporting or theatre seasons budget constraints have not been considered in the academic literature in the context of product line pricing to date by building on the assumptions and the model formulation recently proposed in a previous study by burkart w r et al 2012 product line pricing for services with capacity constraints and dynamic substitution european journal of operational research 219 2 347 359 for standard product line pricing we propose a number of new mixed integer linear formulations assuming budget constrained consumers the formulations differ in terms of how consumers handle their individual budget limitations to solve the underlying problems we propose a customised branch and bound procedure that relies on various novel problem specific bound arguments explicitly exploiting the consumers budget limitations experimental tests show that the branch and bound procedure clearly outperforms ibm ilog cplex which is unable to solve problems for even medium sized instances furthermore based on a number of scenarios we derive managerial insights regarding e g the overall impact of considering budget constraints on the seller s revenue as well as the impact of correctly anticipating the type of consumer purchase behaviour

optimal minimum wage policy in competitive labor markets this paper provides a theoretical analysis of optimal minimum wage policy in a perfectly competitive labor market and obtains two key results first we show that a binding minimum wage while leading to unemployment is nevertheless desirable if the government values redistribution toward low wage workers and if unemployment induced by the minimum wage hits the lowest surplus workers first importantly this result remains true in the presence of optimal nonlinear taxes and transfers in that context a binding minimum wage enhances the effectiveness of transfers to low skilled workers as it prevents low skilled wages from falling through incidence effects second when labor supply re sponses are along the extensive margin only the co existence of a minimum wage with a positive tax rate on low skilled work is always second best pareto ineffcient a pareto improving policy consists of reducing the pre tax minimum wage while keeping constant the post tax minimum wage by increasing transfers to low skilled workers and financing this reform by increasing taxes on higher paid workers overall our results imply that the minimum wage and subsidies for low skilled workers are complementary policies pa

disentangling the minimum wage puzzle an analysis of worker accessions and separations changes in the legislation in the mid 1980s in portugal provide remarkably good conditions for analysis of the employment effects of mandatory minimum wages as the minimum wage increased sharply for a very specific group of workers relying on a matched employer employee panel data set we model gross worker flows accessions and separations in continuing firms as well as in new firms and those going out of business using a count regression model applied to proportions employment trends for teenagers the affected group are contrasted to those of older workers before and after the raise in the youth minimum wage the major effect on teenagers of a rising minimum wage has been the reduction of separations from the employer which during the period under analysis has compensated for the reduction of accessions to new and continuing firms in this sense our results can reconcile some of the previous evidence in the empirical literature when analyzing the aggregate impact of the minimum wage on youth employment without decomposing it by type of worker flow jel d21 j23 j38

minimum wage effects on employment substitution and the teenage labor supply evidence from personnel data using personnel data from a large us retail firm i examine the firm s response to the 1996 federal minimum wage increase compulsory increases in average wages had negative but statistically insignificant effects on overall employment however increases in the relative wages of teenagers led to significant increases in the relative employment of teenagers especially younger and more affluent teenagers further analysis suggests a pattern consistent with noncompetitive models where the legislation affected mainly the wages of teenagers and so was only moderately binding it led both to higher teenage labor market participation and to higher absolute employment of teenagers

heuristics for pricing and positioning a product line using conjoint and cost data designing and pricing a product line is the very essence of every business in recent years quantitative methods to assist managers in this task have been gaining in popularity conjoint analysis is already widely used to measure preferences for different product profiles and build market simulation models in the last few years several papers have been published that suggest how to optimally choose a product line based on such data we formalize this problem as a mathematical program where the objective of the firm is either profit or total welfare unlike alternative published approaches we introduce fixed and variable costs for each product profile the number of products to be introduced is endogenously determined on the basis of their desirability fixed and variable costs and in the case of profits their cannibalization effect on other products while the problem is difficult np complete we show that the maximum welfare problem is equivalent to the uncapacitated plant location problem which can be solved very efficiently using the greedy interchange heuristic based on past published experience with this problem and on simulations we perform we show that optimal or near optimal solutions are obtained in seconds for large problems we develop a new greedy heuristic for the profit problem and its application to simulated problems shows that it too runs quickly and with better performance than various alternatives and previously published heuristics we also show how the methodology can be applied taking existing products of both the firm and the competition into account

the effect of minimum wage laws on the distribution of employment theory and evidence abstract recent research casts doubt on the view that minimum wage laws reduce employment we show that in a simple model of bilateral search with heterogeneous workers a minimum wage law increases employment however the increased competition from higher productivity workers makes lower productivity workers worse off without making higher productivity workers better off we provide evidence that minimum wage laws shift employment from adults to teenagers and students this raises concerns about the distributional consequences of minimum wages even when they increase employment

effects of the minimum wage on employment dynamics the voluminous literature on minimum wages offers little consensus on the extent to which a wage floor impacts employment we argue that the minimum wage will impact employment over time through changes in growth rather than an immediate drop in relative employment levels we show that commonly used specifications in this literature especially those that include state specific time trends will not accurately capture these effects using three separate state panels of administrative employment data we find that the minimum wage reduces job growth over a period of several years this finding is supported using several empirical specifications

minimum wage increase and firm productivity evidence from the restaurant industry abstract the purpose of this paper is to examine the effects of increasing the federal minimum wage on productivity in the restaurant industry based on the equity theory and fair wage hypothesis this study empirically investigated the relationship between the federal minimum wage and restaurant productivity the results revealed that increasing the federal minimum wage immediately enhances restaurant productivity for up to two years the results further indicated that both full service restaurants and low wage restaurants benefit from the positive effect while there is no significant effect on limited service restaurants and high wage restaurants the results suggest that restaurants should cope with minimum wage policies by focusing on implementing initiatives that can maximize enhanced work efforts and productivity more importantly the results further highlight that restaurants should consider either continuously raising wage levels or raising them every two years to consistently obtain enhanced motivation and productivity

the minimum wage and the great recession evidence of effects on the employment and income trajectories of low skilled workers abstract we estimate the minimum wage s effects on low skilled individuals employment and income trajectories following the great recession our approach exploits two dimensions of the data we analyze first we compare individuals in states that were fully bound by the 2007 to 2009 increases in the federal minimum wage to individuals in states that were not second we use variation in the minimum wage s bite across skill groups to separate our samples into target and within state control groups using the 2008 panel of the survey of income and program participation we find that binding minimum wage increases had significant negative effects on the employment and income growth of targeted workers although there are important limitations to our research designs our estimates are robust to adopting a range of alternative strategies to construct our analysis samples and to account for variation in the great recession s underlying severity across states in aggregate our estimates suggest that this period s minimum wage increases reduced aggregate employment rates by at least half of a percentage point in states that were bound by the federal minimum wage increases because our estimates are large relative to what one would infer from past research we emphasize the relevance of the historical episode we analyze

is immigration enforcement shaping immigrant marriage patterns abstract this paper identifies intermarriage between non citizens and citizens as an important response mechanism to intensified immigration enforcement particularly among mexican non citizens exploiting the temporal and geographic variation in the implementation of interior immigration enforcement from 2005 to 2017 we find that a one standard deviation increase in enforcement raises mexican non citizens likelihood of marrying a u s citizen by 3 to 7 both police based and employment based enforcement contribute to this impact the analysis adds to a growing literature examining how immigrants respond to tightened enforcement and importantly sheds light on the recent growth of intermarriage among mexican immigrants

optimal product line pricing the influence of elasticities and cross elasticities the authors focus on the determination of optimal prices for products in a product line most firms offer more than a single brand and ultimately are concerned with the overall results of the enti

the wage and employment dynamics of minimum wage workers this study uses panel data to examine the wage and employment dynamics of minimum wage workers compared with workers earning above the minimum minimum wage workers are much more likely to be new entrants or to exit the labor market changes in industry occupation and access to job training are particularly important to improving the wages of minimum wage workers many minimum wage workers earn less than their potential wage temporarily because of nonwork circumstances that make higher paying jobs less attractive duration of minimum wage employment at one extreme if minimum wage workers were entry level workers who quickly accumulate skills that push their wages above the minimum a minimum wage hike would have a relatively short term effect on any given worker s income on the other extreme if all minimum wage workers find themselves in dead end jobs that provide no opportunities for wage growth a hike in the minimum wage could have long term effects on their incomes there are several studies that provide insights into the wage growth of minimum wage workers using 1984 1985 data from the survey of income and program participation sipp smith and vavrichek 1992 show that over 60 of workers earning the minimum wage in 1984 were earning more than the minimum wage one year later for those with wage gains the typical wage increase was approximately 20 long 1999 finds similar results using the 1992 1993 sipp using national longitudinal survey data from the early 1980s schiller 1994 finds that after entering a minimum wage job only 15 of continuing workers were still earning the minimum wage after three years while most minimum wage workers realize sufficient wage growth to rise above the minimum wage relatively quickly a significant minority does not the existing literature provides some insight into which workers are most likely to be stuck at the minimum a fairly consistent finding is that less educated workers and part time workers are less likely to rise above the minimum however the understanding of the processes at work in determining the extent of wage growth is limited

sensitivity of price elasticity of demand to aggregation unobserved heterogeneity price trends and price endogeneity evidence from u s data abstract price elasticity estimates of residential electricity demand vary widely across the energy economics and policy literature in this paper we seek to explain these findings using three nationwide datasets from the u s the american housing survey forms eia 861 and the residential energy consumption survey we examine the role of the sample period level of aggregation use of panel data use of instrumental variables and inclusion of housing characteristics and capital stock our findings suggest that price elasticities have remained relatively constant over time upon splitting our panel datasets into annual cross sections we do observe a negative relationship between price elasticities and the average price whether prices are rising or falling appears to have little effect on our estimates we also find that aggregating our data can result in both higher and lower price elasticity estimates depending on the dataset used and that controlling for unit level fixed effects with panel data generally results in more inelastic demand functions addressing the endogeneity of price and or measurement error in price with instrumental variables has a small but noticeable effect on the price elasticities finally controlling for housing characteristics and capital stock produces a lower price elasticity

residential demand for electricity the case of greece this paper examines the determinants of residential electricity consumption in greece over the period 1961 86 the paper presents first a brief description of the evolution of residential electricity consumption then it proceeds in the estimation of elasticities of residential demand for electricity using a single equation model with the ridge regression method the paper concludes that i the residential demand for electricity is price inelastic and income elastic ii there is high substitutability between electricity and lpg iii during the examined period the number of consumers played a very important role in the expansion of electricity consumption in greece and iv there is no regional variation in residential electricity demand

labor demand and the structure of adjustment costs this study examines the costs firms face in adjusting labor demand to exogenous shocks evidence on monthly plant level data shows that adjustment proceeds in jumps employment is unchanged in response to small shocks but moves instantaneously to a new equilibrium if the shocks are large results in the large literature that assumes smooth adjustment are due to aggregation of this nonlinear relation the finding has implications for cyclical changes in productivity for severance pay layoff and plant closing restrictions and for all other policies that affect the cost of adjusting employment copyright 1989 by american economic association

does liberalizing cannabis laws increase cannabis use a key question in the ongoing policy debate over cannabis legal status is whether liberalizing cannabis laws leads to an increase in cannabis use this paper provides new evidence on the impact of a specific type of liberalization decriminalization on initiation into cannabis use our identification strategy exploits variation in the timing of cannabis policy reforms and our estimation framework marries a difference in difference approach with a discrete time duration model our results reveal evidence of both heterogeneity and dynamics in the response of cannabis uptake to decriminalization overall we find that the impact of decriminalization is concentrated amongst minors who have a higher rate of uptake in the first five years following its introduction

minimum wage noncompliance and the employment decision the employment effects of minimum wage noncompliance have been the focus of several theoretical contributions to the minimum wage literature the dominating conclusion being that the noncomplying employer while reducing employment below the free market level will still employ more labor than he would if complying allowing however for partial compliance this study applies a portfolio choice approach to the employer s problem concluding surprisingly that the minimum wage law may give rise to a full compliance employment effect even if it is partially evaded this result is further shown to hold with regard to labor market laws in general

short and long run time of use price elasticities in swiss residential electricity demand abstract this paper presents an empirical analysis on the residential demand for electricity by time of day this analysis has been performed using aggregate data at the city level for 22 swiss cities for the period 2000 2006 for this purpose we estimated two log log demand equations for peak and off peak electricity consumption using static and dynamic partial adjustment approaches these demand functions were estimated using several econometric approaches for panel data for example lsdv and re for static models and lsdv and corrected lsdv estimators for dynamic models the attempt of this empirical analysis has been to highlight some of the characteristics of the swiss residential electricity demand the estimated short run own price elasticities are lower than 1 whereas in the long run these values are higher than 1 the estimated short run and long run cross price elasticities are positive this result shows that peak and off peak electricity are substitutes in this context time differentiated prices should provide an economic incentive to customers so that they can modify consumption patterns by reducing peak demand and shifting electricity consumption from peak to off peak periods

the effect of minimum wages on immigrants employment and earnings this study examines how minimum wage laws affect the employment and earnings of low skilled immigrants and natives in the u s minimum wage increases might have larger effects among low skilled immigrants than among natives because on average immigrants earn less than natives due to lower levels of education limited english skills and less social capital results based on data from the current population survey for the years 1994 2005 do not indicate that minimum wages have adverse employment effects among adult immigrants or natives who did not complete high school however low skilled immigrants may have been discouraged from settling in states that set wage floors substantially above the federal minimum jel classifications j23 j38 j15

optimal bundle formation and pricing of two products with limited stock abstract in this study we consider the stochastic modeling of a retail firm that sells two types of perishable products in a single period not only as independent items but also as a bundle our emphasis is on understanding the bundling practices on the inventory and pricing decisions of the firm one of the issues we address is to decide on the number of bundles to be formed from the initial product inventory levels and the price of the bundle to maximize the expected profit product demands follow a poisson process with a price dependent rate customer reservation prices are assumed to have a joint distribution we study the impact of reservation price distributions initial inventory levels product prices demand arrival rates and cost of bundling we observe that the expected profit decreases as the correlation between the reservation prices of two products increases with negative correlation bundling cost has a significant impact on the number of bundles formed when the product prices are low the retailer sells individual products as well as the bundle mixed bundling when they are high the retailer sells only bundles pure bundling the expected profit and the number of bundles offered decrease as the variance of the reservation price distribution increases for high starting inventory levels the retailer reduces bundle price and offers more bundles the number of bundle sales decreases and the number of individual product sales increases when the arrival rate increases since the need for bundling decreases impacts of substitutability and complementarity of products are also investigated the retailer forms more bundles or charges higher prices for the bundle or both as the products become more complementary and less substitutable

are the effects of minimum wage increases always small new evidence from a case study of new york state the authors estimate the effect of the 2004 6 new york state nys minimum wage increase from 5 15 to 6 75 per hour on the employment rates of 16 to 29 year olds who do not have a high school diploma using data drawn from the 2004 and 2006 current population survey they employ difference in difference estimates to show that the nys minimum wage increase is associated with a 20 2 to 21 8 reduction in the employment of less skilled less educated workers with the largest effects on those aged 16 to 24 their estimates imply a median employment elasticity with respect to the minimum wage of around 0 7 large relative to previous researchers estimates the authors findings are robust to their choice of geographically proximate comparison states the use of a more highly skilled within state comparison group and a synthetic control design approach moreover their results provide plausible evidence that state minimum wage increases can have substantial adverse labor demand effects for low skilled i

short and long run elasticities of electricity demand in the korean service sector abstract this paper attempts to examine the electricity demand function in the korean service sector using the annual data covering the period 1970 2011 the short and long run elasticities of electricity demand with respect to price and income are empirically estimated using a co integration and error correction model the short and long run price elasticities are estimated to be 0 421 and 1 002 respectively the short and long run income elasticities are computed to be 0 855 and 1 090 respectively electricity demand in the service sector is inelastic to changes in both price and income in the short run but elastic in the long run therefore it appears that a pricing policy is more effective than the direct regulation of reducing electricity demand in the long run in order to stabilize the electricity demand in the service sector moreover it is necessary to encourage a more efficient use of electricity to cope with increasing demand for electricity following economic growth because the electricity demand in the service sector is income elastic in the long run

the impact of minimum wages on labour market transitions we investigate dierences in labour market transition rates in high versus low minimum wage regimes using canadian data spanning 1979 to 2008 the data include consistent questions on job tenure and reason for job separation for the whole period over the same time frame there were over 140 minimum wage changes in canada we nd that higher minimum wages are associated with lower hiring rates but also with lower job separation rates importantly the reduced separation rates are due mainly to reductions in layos occur in the rst 6 months of a job and are present for unskilled workers of all ages our estimates imply that a 10 increase in the minimum wage generates a 3 9 reduction in the layo rate we present a search and matching model that ts with these patterns and test its implications overall our results imply

an econometric analysis of the drivers for residential heating consumption in the uk and germany abstract affecting millions of europeans energy poverty is increasingly high on the political agenda this paper compares space and water heating demand at household level in germany and in the united kingdom uk between 1991 and 2015 the elasticities of consumption of space and water heating with respect to price income and heating degree days hdd are examined using non parametric models domestic heating consumption is highly elastic with hdd in both countries and hdd elasticities are found to be higher in the uk from a certain income threshold heating demand decreases as income increases in german households whereas demand rises with higher incomes in the uk high price elasticities indicate that uk households are very responsive to energy conservation measures therefore implying that a pricing policy will effectively reduce heating consumption however in germany the impact of pricing policies is unclear thus the most effective policy measure to decrease domestic heating consumption in germany in the long run should be one which targets improvements of building envelope performance levels

an empirical equilibrium search model of the labor market in structural empirical models of labor market search the distribution of wage offers is usually assumed to be exogenous however because in setting their wages profit maximizing firms should consider the reservation wages of job seekers the wage offer distribution is essentially endogenous we investigate whether a proposed equilibrium search model in which the wage offer distribution is endogenous is able to describe observed labor market histories we find that the distributions of job and unemployment spells are consistent with the data and that the qualitative predictions of the model for the wages set by employers are confirmed by wage regressions the model is estimated using panel data on unemployed and employed individuals we distinguish between separate segments of the labor market and we show that productivity heterogeneity is important to obtain an acceptable fit to the data the results are used to estimate the degree of monopsony power of firms further the effects of changes in the mandatory minimum wage are examined

mobility costs frictional unemployment and efficiency with imperfect job information flows it is plausible that the distribution of job offerings becomes more attractive when there are more vacancies and more unemployed with word of mouth communication this condition is derived given this condition steady state equilibrium is not efficient with welfare increased by the introduction of unemployment compensation even though all agents are risk neutral in this way workers become more selective in the jobs they accept

revisiting the minimum wage employment debate throwing out the baby with the bathwater we revisit the minimum wage employment debate which is as old as the department of labor in particular we assess new studies claiming that the standard panel data approach used in much of the new minimum wage research is flawed because it fails to account for spatial heterogeneity these new studies use research designs intended to control for this heterogeneity and conclude that minimum wages in the united states have not reduced employment we explore the ability of these research designs to isolate reliable identifying information and test the untested assumptions in this new research about the construction of better control groups our evidence points to serious problems with these research designs we conclude that the evidence still shows that minimum wages pose a tradeoff of higher wages for some against job losses for others and that policymakers need to bear this tradeoff in mind when making decisions about increasing the minimum wage

the effect of minimum wages on low wage jobs we estimate the eect of minimum wages on low wage jobs using 138 prominent state level minimum wage changes between 1979 and 2016 in the u s using a dierence in dierences approach we first estimate the eect of the minimum wage increase on employment changes by wage bins throughout the hourly wage distribution we then focus on the bottom part of the wage distribution and compare the number of excess jobs paying at or slightly above the new minimum wage to the missing jobs paying below it to infer the employment eect we find that the overall number of low wage jobs remained essentially unchanged over the five years following the increase at the same time the direct eect of the minimum wage on average earnings was amplified by modest wage spillovers at the bottom of the wage distribution our estimates by detailed demographic groups show that the lack of job loss is not explained by labor labor substitution at the bottom of the wage distribution we also find no evidence of disemployment when we consider higher levels of minimum wages however we do find some evidence of reduced employment in tradable sectors we also show how decomposing the overall employment eect by wage bins allows a transparent way of assessing the plausibility of estimates

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

exploring differences in employment between household and establishment data using a large data set that links individual current population survey cps records to employer reported administrative data we document substantial discrepancies in basic measures of employment status that persist even after controlling for known definitional differences between the two data sources we hypothesize that reporting discrepancies should be most prevalent for marginal workers and for marginal or nonstandard jobs and we find systematic associations between the incidence of reporting discrepancies and observable person and job characteristics that are consistent with this hypothesis the paper discusses the implications of the reported findings for both micro and macro labor market analysis

wage differentials employer size and unemployment the unique equilibrium solution to a game in which a continuum of individual employers choose permanent wage offers and a continuum of workers search by sequentially sampling from the set of offers is characterized wage dispersion is a robust outcome provided that workers search while employed as well as when unemployed the unique nondegenerate equilibrium distribution of wage offers is constructed for three cases 1 identical workers and employers 2 identical employers and an atomless distribution of worker supply prices and 3 identical workers and an atomless distribution of job productivities copyright 1998 by economics department of the university of pennsylvania and the osaka university institute of social and economic research association

estimation of japanese price elasticities of residential electricity demand 1990 2007 abstract this paper estimates elasticities of japanese residential price electricity from 1990 to 2007 the first difference generalized method of moment estimator is employed to avoid dynamic panel bias which is not considered in most previous studies the results show that while short run elasticities are similar to those in previous studies long run elasticities are significantly lower in our study we also find that the price elasticity of japanese residential electricity consumption is notably affected by income inequality and severe weather based on these results we provide some insights to tailor environmental taxation so as to effectively attain the kyoto protocol

minimum wage effects in the longer run exposure to minimum wages at young ages could lead to adverse longer run effects via decreased labor market experience and tenure and diminished education and training while beneficial longer run effects could arise if minimum wages increase skill acquisition evidence suggests that as individuals reach their late 20s they earn less the longer they were exposed to a higher minimum wage at younger ages and the adverse longer run effects are stronger for blacks if there are such longer run effects of minimum wages they are likely more significant than the contemporaneous effects on youths that are the focus of research and policy debate