the optimality of consumer stockpiling strategies the ability of consumers to make rational sequential purchase quantity decisions under imperfect knowledge about future prices in a product category is explored normatively a consumer should make such decisions by defining a series of reservation prices which define how many buying periods supply should be held given an observed price an experiment is reported in which consumers make sequential purchase quantity decisions under variations in the shape of the distribution of prices and its trend over time results suggest a number of systematic deviations from optimality when facing stationary uniform and bimodal price distributions for example subjects tend to systematically overbuy when small purchases are called for and underbuy when large purchases are called for likewise when facing ascending or descending series behavior is the opposite of that predicted by the normative analysis there is an increasing tendency to defer purchases given increasing prices and accelerate purchases given descending prices an explanation for the findings in terms of a prospect theory type loss function in expenditures is offered

to know and to care how awareness and valuation of the future jointly shape consumer spending reducing spending in the present requires the combination of being both motivated to provide for one s future self valuing the future and actively considering long term implications of one s choices awareness of the future feeling more connected to the future self thinking that the important psychological properties that define your current self are preserved in the person you will be in the future helps motivate consumers to make far sighted choices by changing their valuation of future outcomes e g discount factors however this change only reduces spending when opportunity costs are considered correspondingly cues that highlight opportunity costs reduce spending primarily when people discount the future less or are more connected to their future selves implications for the efficacy of behavioral interventions and for research on time discounting are discussed

punitive sanctions and the transition rate from welfare to work in the netherlands the average exit rate out of welfare is dramatically low most welfare recipients have to comply with guidelines on job search effort that are imposed by the welfare agency if they do not then a sanction in the form of a temporary benefit reduction can be imposed this article investigates the effect of such sanctions on the transition rate from welfare to work using a unique set of rich register data on welfare recipients we find that the imposition of sanctions substantially increases the individual transition rate from welfare to work

incentive effects of the u s welfare system a review the author would like to acknowledge support for prior work on this topic from the u s department of health and human services and helpful comments from three anonymous referees rebecca blank howard chernick john fitzgerald irwin garfinkel peter gottschalk edward gramlich david greenberg judith gueron james heckman v joseph hotz robert hutchens michael keane frank levy larry mead michael murray robert plotnick anuradha rangarajan philip robins howard rolston jeffrey smith and daniel weinberg all opinions and errors are those of the author alone

optimal inventory policies when ordering prices are random we consider a single item inventory model with deterministic demands at the beginning of each period a random ordering price is received according to a known distribution function a decision must be made as to how much if any of the item to order in each period so as to minimize total expected costs while satisfying all demands we show that in each period a sequence of critical price levels determines the optimal ordering strategy so that it is optimal to satisfy the demands of the next n periods if and only if the random price falls between the nth and the n 1st levels we derive recursive expressions that describe the critical price numbers and demonstrate the relationship of these expressions to minimal expected cost we study finite horizon as well as infinite horizon models and show that the critical number strategy is also average cost optimal

a probabilistic choice model for market segmentation and elasticity structure marketing scholars commonly characterize market structure by studying the patterns of substitution implied by brand switching though the approach is useful it typically ignores the destabilizing

marketing models and the lucas critique the lucas critique has been largely ignored in the marketing literature we present a number of conditions under which the critique is most likely to also apply in marketing settings next we provide some perspectives on how to diagnose and accommodate the lucas critique and identify various avenues for future research

unemployment insurance and male unemployment duration in canada a model of unemployment duration is estimated with weekly micro data on canadian men entitlement provisions in the unemployment insurance program and demand conditions are found to have a significant effect on the probability of leaving unemployment the probability of a worker leaving unemployment declines with the duration of unemployment holding unemployment insurance entitlement constant when entitlement is allowed to vary the probability of leaving first falls and then generally rises with unemployment duration these results are robust with respect to allowing for person specific unobserved heterogeneity and alternative specifications of duration dependence

the impact of the potential duration of unemployment benefits on the duration of unemployment abstract this paper examines the impact of the potential duration of unemployment insurance ui benefits on unemployment in the united states first we use a large sample of household heads to examine differences in the unemployment spell distributions of ui recipients and nonrecipients sharp increases in the escape rate from unemployment both through recalls and new job acceptances are apparent for ui recipients around the time of benefits exhaustion such increases are not apparent at similar points of spell duration for nonrecipients second our analysis of accurate administrative data from 12 states indicates that a one week increase in potential benefit duration increases the average duration of the unemployment spells of ui recipients by 0 16 to 0 20 weeks

is 75 of the sales promotion bump due to brand switching no only 33 is abstract several researchers have decomposed sales promotion elasticities based on household scanner panel data a key result is that the majority of the sales promotion elasticity approximately 74 on average is attributed to secondary demand effects brand switching and the remainder is attributed to primary demand effects timing acceleration and quantity increases the authors demonstrate that this result does not imply that if a brand gains 100 units in sales during a promotion the other brands in the category lose 74 units the authors offer a complementary decomposition measure based on unit sales the measure shows the ratio of the current cross brand unit sales loss to the current own brand unit sales gain during promotion the authors report empirical results for this measure they also derive analytical expressions that transform the elasticity decomposition into a decomposition of unit sales effects these expressions show the nature of the difference between the two decompositions to ga

the impact of heterogeneity in purchase timing and price responsiveness on estimates of sticker shock effects the notion that individuals have an internal reference price against which they compare observed prices is well supported by several psychological theories empirically several papers in the marketing literature employing scanner panel data have modeled the impact of reference prices on brand choice via the sticker shock formulation in which consumers evaluate choice alternatives using differences between shelf prices and reference prices most of the studies reported thus far have not accounted for heterogeneity in price response among consumers and have typically imputed reference prices from the shelf prices of brands that a consumer is supposed to have observed on previous purchases in the category since category marketing activity can differentially affect the purchase timing of households we argue that this measure of reference price may follow certain systematic patterns across consumers and when combined with unaccounted for price response heterogeneity may result in a spurious sticker shock effect specifically we show that estimates of sticker shock are biased upward if households that are price sensitive in the brand choice decision are also more responsive to category promotion activity in their purchase timing decision we discuss some general conditions under which the bias occurs and conduct a simulation experiment to confirm our specific hypotheses our simulation results show that changes in purchase timing are a critical determinant of the bias in the sticker shock effect we also show that unaccounted for price response heterogeneity can in itself result in a biased sticker shock parameter however this requires very large differences in price sensitivities across consumers far greater than what is normally observed we develop a hierarchical bayes version of the nested logit model which models heterogeneity via individual level parameters in a continuous random effects framework we estimate the model on scanner panel data from the yogurt and ketchup categories we find in both categories that the 95 probability interval of the posterior distribution of the mean sticker shock coefficient contains the value zero therefore at least for the data used in this study there is no evidence for the sticker shock effect at the aggregate level in contrast the corresponding coefficient from a standard model which ignores this heterogeneity is highly significant and supports the existence of a possibly spurious sticker shock effect consistent with our explanation of the underlying cause of the bias households that are more price sensitive in the choice decision are also found to be more responsive to category promotion activity in their decision to purchase in the category the results highlight the measurement problems associated with imputing reference prices from past prices since the frequency duration and price level of a retailer s promotional program depend on its size and prevalence accurate estimates of the sticker shock effect are essential for formulating optimal promotion strategies an adequate accounting of consumer heterogeneity is critical to this effort

decision making under uncertainty capturing dynamic brand choice processes in turbulent consumer goods markets we construct two models of the behavior of consumers in an environment where there is uncertainty about brand attributes in our models both usage experience and advertising exposure give consumers noisy signals about brand attributes consumers use these signals to update their expectations of brand attributes in a bayesian manner the two models are 1 a dynamic model with immediate utility maximization and 2 a dynamic forward looking model in which consumers maximize the expected present value of utility over a planning horizon given this theoretical framework we derive from the bayesian learning framework how brand choice probabilities depend on past usage experience and advertising exposures we then form likelihood functions for the models and estimate them on nielsen scanner data for detergent we find that the functional forms for experience and advertising effects that we derive from the bayesian learning framework fit the data very well relative to flexible ad hoc functional forms such as exponential smoothing and also perform better at out of sample prediction another finding is that in the context of consumer learning of product attributes although the forward looking model fits the data statistically better at conventional significance levels both models produce similar parameter estimates and policy implications our estimates indicate that consumers are risk averse with respect to variation in brand attributes which discourages them from buying unfamiliar brands using the estimated behavioral models we perform various scenario evaluations to find how changes in marketing strategy affect brand choice both in the short and long run a key finding obtained from the policy experiments is that advertising intensity has only weak short run effects but a strong cumulative effect in the long run the substantive content of the paper is potentially of interest to academics in marketing economics and decision sciences as well as product managers marketing research managers and analysts interested in studying the effectiveness of marketing mix strategies our paper will be of particular interest to those interested in the long run effects of advertising note that our estimation strategy requires us to specify explicit behavioral models of consumer choice behavior derive the implied relationships among choice probabilities past purchases and marketing mix variables and then estimate the behavioral parameters of each model such an estimation strategy is referred to as structural estimation and econometric models that are based explicitly on the consumer s maximization problem and whose parameters are parameters of the consumers utility functions or of their constraints are referred to as structural models a key benefit of the structural approach is its potential usefulness for policy evaluation the parameters of structural models are invariant to policy that is they do not change due to a change in the policy in contrast the parameters of reduced form brand choice models are in general functions of marketing strategy variables e g consumer response to price may depend on pricing policy as a result the predictions of reduced form models for the outcomes of policy experiments may be unreliable because in making the prediction one must assume that the model parameters are unaffected by the policy change since the agents in our models choose among many alternative brands their choice probabilities take the form of higher order integrals we employ monte carlo methods to approximate these integrals and estimate our models using simulated maximum likelihood estimation of the dynamic forward looking model also requires that a dynamic programming problem be solved in order to form the likelihood function for this we use a new approximation method based on simulation and interpolation techniques these estimation techniques may be of interest to researchers and policy makers in many fields where dynamic choice among discrete alternatives is important such as marketing decision sciences labor and health economics and industrial organization

the dynamic effect of discounting on sales empirical analysis and normative pricing implications baseline sales measure what retail sales would be in the absence of a promotion abraham and lodish 1993 and models that measure baseline sales are widely used by managers to assess the profitability of promotions bucklin and gupta 1999 this issue estimates of baseline sales and promotional response are typically independent of past promotional activity even though there is evidence to suggest that increased discounting reduces off promotion sales and increases the percentage of purchases made on deal e g krishna 1994 as a result models that do not consider dynamic promotional effects can mislead managers to overpromote given the widespread use of static models to evaluate the efficacy of promotions it is particularly desirable to calibrate a dynamic brand sales model and use it to establish an optimal course of action accordingly we develop a descriptive dynamic brand sales model and use it to determine normative price promotion strategies our descriptive approach consists of estimating a varying parameter sales response model letting model parameters vary with past discounting activity accommodates the possibility that market response changes with firms discounting policies in the normative model we use the estimates obtained in the descriptive model to determine optimal retailer and manufacturer prices over time the results of the descriptive model indicate that promotions have positive contemporaneous effects on sales accompanied by negative future effects on baseline sales the results of the normative model suggest that the higher share brands in our data tend to overpromote while the lower share brands do not promote frequently enough we project that the use of our model could improve manufacturers profits by as much as 7 to 31 more generally the normative results indicate that i if deals become more effective in the current period i e if consumers are more price sensitive promotions should be used more frequently and ii as the negative dynamic effect of discounts on sales increases the optimal level of discounting should go down without our approach it would be difficult to make this trade off exact finally we demonstrate that these dynamic effects provide another perspective to the marketing literature regarding the existence of promotions

investigating heterogeneity in brand preferences in logit models for panel data in analyzing panel data the issue of heterogeneity across households is an important consideration if heterogeneity is present but is ignored in the analysis it will result in biased and inconsi

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

measuring the impact of promotions on brand switching when consumers are forward looking abstract logit choice models have been used extensively to study promotion response this article examines whether brand switching elasticities derived from these models are overestimated as a result of rational consumer adjustment of purchase timing to coincide with promotion schedules and whether a dynamic structural model can address this bias using simulated data the authors first show that if the structural model is correct brand switching elasticities are overestimated by stand alone logit models a nested logit model improves the estimates but not completely second the authors estimate the models on real data the results indicate that the structural model fits better and produces sensible coefficient estimates the authors then observe the same pattern in switching elasticities as they do in the simulation third the authors predict sales assuming a 50 increase in promotion frequency the reduced form models predict much higher sales levels than does the dynamic structural model the autho

regression toward mediocrity in economic stature this paper provides estimates of the correlation in lifetime earnings between fathers and sons intergenerational data from the national longitudinal survey are used earlier studies conducted for the united states report elasticities of children s earnings with respect to parent s earnings of 0 2 or less suggesting extensive integenerational mobility these estimates however are biased downward by error contaminated measures of lifetime economic status estimates presented in this paper correct for the problem of measurement error and find the intergenerational correlation in income to be on the order of 0 4 this suggests considerably less intergenerational mobility than previously believed jel j62

the effect of promotion on consumption buying more and consuming it faster the authors empirically demonstrate the existence of flexible consumption rates in packaged goods products how this phenomenon can be modeled and its importance in assessing the effectiveness of

analyzing the length of welfare spells abstract this paper studies the determinants of the length of individual spells of welfare focusing on how the length of a spell affects the probability of its termination the analysis utilizes six years of monthly data on time spent in the afdc program among female household heads a variety of duration dependence models are estimated monthly afdc participation does not show strong evidence of duration dependence two distinct groups appear to utilize welfare one with a very low and constant probability of leaving welfare and a second group which is more affected by time on the program

modeling multiple sources of heterogeneity in multinomial logit models methodological and managerial issues we offer a framework to specify and estimate various sources of heterogeneity in multinomial logit brand choice models we let each brand specific intercept and each parameter of the explanatory variable vector vary randomly across households in addition we distinguish loyal households from the rest our results suggest that incorporating multiple sources of heterogeneity improves the model fit and suggests higher impact of marketing mix elements on brand choice we highlight the importance of incorporating multiple sources of heterogeneity the model we implement yields valuable managerial insights

an untold story the characteristics of welfare use in british columbia the dynamics of welfare participation are analyzed using a unique longitudinal data set derived from provincial administrative records over the period 1980 92 the principal findings are that the majority of welfare spells are experienced by single men and women without children and that while most welfare spells are short there is a high incidence of recidivism although continuous long term use and dependence on welfare is not characteristic of most recipients experiences the program does not provide an effective route to financial independence since most users periodically return to the program

modeling heterogeneity and state dependence in consumer choice behavior in frequently purchased consumer goods markets consumer brand choices exhibit substantial persistence across purchase occasions in this article i estimate a choice model that admits of both heterogeneity in preferences and true state dependence as sources of this persistence using nielsen scanner data on ketchup i find evidence for true state dependence in the choice process even after controlling for a rich heterogeneity structure simulation of the model indicates that the long term effect of a promotion induced purchase on future purchase probabilities is positive but small

informing transforming and persuading disentangling the multiple effects of advertising on brand choice decisions prior behavioral research has suggested that advertising can influence a consumer s quality evaluation through informative and transformative effects the informative effect acts directly to inform a consumer of product attributes and hence shapes her evaluations of brand quality the transformative effect affects the consumer s evaluation of brand quality by enhancing her assessment of her subsequent consumption experience in addition advertising may influence a consumer s utility directly even without providing any explicit information this is the persuasive effect in this paper we propose a framework that formally models the processes through which all three effects of advertisements impact consumers brand evaluations and their subsequent brand choice decisions in particular we model source credibility confirmatory bias and bounded rationality on the part of consumers by appropriately modifying the standard bayesian learning approach our model conforms closely to prior behavioral literature and the experimental findings therein in our empirical analysis we get significant estimates of both informative and transformative effects across brands we find interesting temporal patterns across the effects for instance the importance of transformative effects seem to grow over time while that of informative effects diminishes finally we conduct policy experiments to examine the impact of increased ad intensity on advertising effects as well as the role played by consumption ambiguity

assessing the impact of a wage subsidy for single parents on social assistance this paper studies the impact of a wage subsidy program aimed at long term social assistance recipients in quebec the program closely mimics the self sufficiency project and was implemented for a trial period of one year in 2002 we focus on the labour market transitions of the targeted population starting one year before the implementation of the program and up until the end of 2005 our results show that the duration of spells off social assistance increased while the duration of social assistance spells decreased slightly the response to the program varies considerably both with observed and unobserved characteristics

short and long term unemployment abstract this paper estimates a semi parametric hazard model for unemployment duration that accommodates time varying covariate effects for both baseline hazard functions selected some dramatic changes are detected in the regression coefficients the results are robust to the incorporation of unobserved heterogeneity

estimating the impact of consumer expectations of coupons on purchase behavior a dynamic structural model we examine the basic premise that consumers may anticipate future promotions and adjust their purchase behavior accordingly we develop a structural model of households who make purchase decisions to minimize their expenditure over a finite period the model allows for future expectations of promotions to enter the purchase decision households with adequate inventory of the product may face a trade off of buying in the current period with a coupon or defer the purchase until next period given their expectations of future promotions thus we provide a framework for examining the impact of consumer expectations on choice behavior the target audiences for our paper are a empirical researchers who intend to make structural models part of their applied research agenda and b managers who value and seek to understand the impact of consumers coupon expectations on current purchase behavior our research objective is to provide an empirical framework to examine whether and to what extent consumers anticipate future coupon promotions and adjust purchase behavior the central premise of our approach is that a rational consumer minimizes the present discounted value of the cost of a purchase where cost in a single period consists of purchase price inventory holding cost gains from coupons and potential stockout cost we aim to test whether our hypotheses regarding the various elements of the cost structure are supported and that whether consumers take into account future discounted cost when making current purchase decisions the research methodology we adopt is relatively new in econometrics and known as the estimable stochastic structural dynamic programming method the methodology amounts to incorporating a maximum likelihood routine embedded in a dynamic programming problem the dynamic programming problem is solved several times within a maximum likelihood iteration for each value of the state space elements and for each value of the parameters in the parameter set the state space in our model consists of purchase and nonpurchase alternatives in each time period coupon availability and no coupon availability in each time period level of inventory in each time period for each household and consumption rate of each household we use scanner panel data on purchases in the disposable diaper product category and promotions we estimate the inventory holding and stockout costs brand specific value of coupons and consumers expectations of future coupons the key insights and lessons learned can be summarized as follows 1 our results are consistent with the notion that consumers hold beliefs about future coupons and that such beliefs affect the purchase decision we find that the dynamic optimization model performs significantly better than a single period optimization model and a naive benchmark model 2 we find a high and significant stockout cost consistent with the essential nature of the product category our estimate of the holding cost yields a reasonable annualized percentage value when converted to the cost of capital we find that consumer valuation of coupons differ markedly across brands 3 our empirical evidence supports the notion that consumers hold beliefs about future coupon availability we also find that the expectations about future coupons estimated endogenously differ depending upon whether or not a coupon was available in the current period thus the proposed model structure yields rich managerial insights and facilitates several what if scenarios a possible limitation of our model and estimable structural models in general is the computational cost while it is possible to conceptually extend the state space to accommodate variations across households and add a richer parameter structure each addition multiplies the size of the state space and the computation time for this reason we have kept the state space as tight as possible and refrained from additions that would otherwise enable us to incorporate heterogeneity in consumer decisions for example we assumed that consumers are similar other than reflected by their purchase behavior we built a category purchase incidence model rather than a brand choice model we refrained from including unobserved heterogeneity in the parameters we chose to opt out of modeling autocorrelation and other time dependent error term patterns in the likelihood function thus we have made an effort to build a structural model that reasonably reflects consumer purchase behavior without requiring expensive computation currently there are developments in econometrics to approximate the computation of the valuation functions without sacrificing much accuracy when these methods are well developed we expect that structural models will become more commonplace in marketing

practice prize winner a nested logit model of product and transaction type choice for planning automakers pricing and promotions we develop a consumer response model to evaluate and plan pricing and promotions in durable good markets we discuss its implementation in the u s automotive industry which spends about 45 billion each year in price promotions the approach is based on a random effects multinomial nested logit model of product e g a vehicle model such as hyundai tucson and transaction type choice transaction types include combinations of acquisition types e g purchase versus lease and pricing instruments cash rebates reduced apr financing lease payment discounts we estimate the model using hierarchical bayes methods to capture response heterogeneity at the local market level we find key characteristics unique to durable good markets first consumers are heterogeneous in both their brand and transaction type preferences second consumers differ in their overall price sensitivity as well as in their relative sensitivity to alternative pricing instruments e g cash discounts reduced monthly payments third the most effective pricing programs tend to be those in which automakers offer consumers a menu of options to choose from e g a choice among a cash discount reduced interest rate financing or a lease payment discount we illustrate the model through an empirical application to a sample of data drawn from j d power transaction records in the entry suv segment and discuss examples of actual implementations

quality perceptions and asymmetric switching between brands rotating indifference curves are used to induce an income effect that favors superior brands at the expense of inferior brands in a discrete choice model when calibrated on scanner panel data the model yields an objective measure of brand quality which is related to the rate of rotation the model also leads to asymmetric responses to price promotions where switching up to high quality brands is more likely than switching down the model is capable of nesting the standard logit model and is similar to a nested logit model when there exists clusters of brands of like quality the model is used to explore a product line pricing decision where profits are maximized subject to the constraint that consumer utility is maintained

the duration of welfare spells probability distributions for the duration of welfare spells are estimated the principle guiding the work is that a recipient will not exit from welfare if the expected utility on welfare exceeds the expected utility of welfare the analysis indicates that while the majority of welfare spells are of short duration a nontrivial minority of spells are quite long those recipients with long spells are found to differ in predictable ways from those experiencing brief spells this suggests that strategies to move women off welfare are unnecessary in many cases and should be targeted on those most likely to be long term recipients copyright 1987 by mit press

unemployment insurance and unemployment spells this paper tests the effects of the level and length of unemployment insurance benefits on unemployment durations the paper particularly studies individual behavior during the weeks just prior to when benefits lapse higher unemployment insurance benefits are found to have a strong negative effect on the probability of leaving unemployment however the probability of leaving unemployment rises dramatically just prior to when benefits lapse individual data are used with accurate information of spell durations and the level and length of benefits the semiparametric estimation techniques used in the paper yield more plausible estimates than conventional approaches and provide useful diagnostics copyright 1990 by the econometric society

why is the rate of single parenthood lower in canada than in the u s a dynamic equilibrium analysis of welfare policies a critical question in the design of welfare policies is whether to target aid according to household composition as was done in the u s under the aid to families with dependent children afdc program or to rely exclusively on means testing as in canada restricting aid to single mothers for instance has the potential to distort behavior along three demographic margins marriage fertility and divorce we contrast the canadian and the u s policies within an equilibrium model of household formation and human capital investment on children policy differences we consider are eligibility dependence of transfers on the number of children and generosity of transfers our simulations indicate that the policy differences can account for the higher rate of single parenthood in the u s they also show that canadian welfare policy is more effective for fostering human capital accumulation among children from poor families interestingly a majority of agents in our benchmark economy prefers a welfare system that targets single mothers as the u s system does yet does not unlike the u s system make transfers dependent on the number of children

reconsidering the effect of welfare stigma on unemployment abstract stigma has been modeled in the literature as a cost of welfare participation providing a disincentive to welfare entry hence traditional models predict that stigma leads to higher search effort and higher employment we develop a more comprehensive model that accounts for the fact that welfare stigma may elicit psychological effects and foster negative attitudes towards welfare recipients affecting their employment prospects we find two contrasting effects the first reinforces the standard prediction rational individuals foreseeing the reduction in employability defer welfare entry deterrence effect the second goes in the opposite direction once assisted individuals experience less welfare to employment transitions both because of reduced search effectiveness and of reduced search effort entrapment effect when stigma is not too high the latter effect prevails more stigma yields to less employment and more welfare participation the result is stronger if individuals are not able to foresee their loss of employability

the effect of educational attainment on welfare dependence evidence from canada abstract the impact of educational attainment on the duration of welfare spells is analysed using a unique data set derived from the administration of the social assistance program in canada over the period 1986 1993 the empirical analysis includes controls for demographic characteristics program parameters labour market conditions and unobserved individual characteristics it is found that that educational attainment has a much greater impact on the welfare exit rate for women than for men additionally the welfare exit rate for women is more sensitive to family status and program benefits but less sensitive to the unemployment rate relative to that for men

a simultaneous approach to the whether what and how much to buy questions consumer s purchase decisions of whether to buy what to buy and how much to buy are examined simultaneously based on a consumer utility maximization problem an unobservable threshold price about which a consumer pivots from nonpurchase to purchase can be deduced with any model specification the interrelationships between purchase decisions can be explicitly derived the model is applied to coffee purchasing data in addition by suppressing the nonpurchase options the model is compared with an alternative approach appearing in the marketing literature

investigating purchase incidence brand choice and purchase quantity decisions of households we develop a comprehensive utility maximizing framework to study the impact of marketing variables on the category purchase brand choice and purchase quantity decisions of households for frequently purchased packaged goods the model allows for dependence among the three decisions while ensuring that these decisions provide in combination the greatest possible utility to the household by accounting for variations in reservation prices and intrinsic brand preferences across households the modeling framework explicitly captures the effects of unobserved heterogeneity on all three purchase decisions the principal empirical finding from analyzing the a c nielsen data for the yogurt product category is that the substantive implications for the effects of marketing variables are sensitive to whether these effects are determined conditional or unconditional on a product category purchase our results show that reservation prices and intrinsic brand preferences vary across households and not accounting for these variations in the estimation could lead to biased estimates for the coefficients of the marketing variables a comparison of our results to those obtained from a nested logit model of purchase incidence and brand choice reveals that our proposed model performs better using both a formal statistical test as well as the criterion of predictive validity in a holdout sample of panelists further the purchase quantity model compares favorably with two alternative models of quantity choice in the validation sample

patents as options some estimates of the value of holding european patent stocks in many countries holders of patents must pay an annual renewal fee in order to keep their patents in force this paper uses data on the proportion of patents renewed and the renewal fees faced by post world war ii cohorts of patents in france the united kingdom and germany in conjunction with a model of patent holders renewal decisions to estimate the returns earned from holding patents in these countries since patents are often applied for at a nearly stage in the innovation process the model allows agents to be uncertain about the sequence of returns that will be earned if the patent is kept inforce formally then the paper presents and solves a discrete choice optimal stochastic control model derives the implications of the model on aggregate behaviour and then estimates the parameters of the model from aggregate data the estimates enable a detailed description of the evolution of the distribution of returns earned from holding patents over their life spans and calculations of both the annual returns earned from holding the patents still in force or the patent stocks in the alternative countries and the distribution of the discounted value of returns earned from holding the patents in a cohort this abstract was borrowed from another version of this item

estimating labor supply responses and welfare participation using a natural experiment to validate a structural labor supply model in this paper we formulate and estimate an economic model of labor supply and welfare participation the model is estimated on data on single men from quebec drawn from the 1986 canadian census budget sets for each work welfare combination accounting for income taxes tax credits and welfare benefit rules are derived using a microsimulation model we validate our model by comparing reactions to a welfare reform that implied a dramatic increase in welfare benefits predicted by our model to those obtained by using a regression discontinuity approach the results show that our model is capable of recovering actual changes in labor supply and welfare participation we also show the advantage of having estimated a structural model by illustrating how labor supply and welfare participation change when benefit levels change

the decomposition of promotional response an empirical generalization price promotions are used extensively in marketing for one simple reason consumers respond the sales increase for a brand on promotion could be due to consumers accelerating their purchases i e buying earlier than usual and or buying more than usual and or consumers switching their choice from other brands purchase acceleration and brand switching relate to the primary demand and secondary demand effects of a promotion gupta 1988 captures these effects in a single model and decomposes a brand s total price elasticity into these components he reports for the coffee product category that the main impact of a price promotion is on brand choice 84 and that there is a smaller impact on purchase incidence 14 and stockpiling 2 in other words the majority of the effect of a promotion is at the secondary level 84 and there is a relatively small primary demand effect 16 this paper reports the decomposition of total price elasticity for 173 brands across 13 different product categories on average we find that 25 of the elasticity is due to primary demand expansion i e purchase acceleration and 75 to secondary demand effects or brand switching thus while gupta s finding that the majority of promotional response stems from brand switching is supported the average magnitude of the effect appears to be smaller than first thought more important there is ample evidence that promotions have a significant primary demand effect the relative emphasis on purchase acceleration and brand switching varies systematically across categories and the second goal of the paper is to explain this variation as a function of exogeneous covariates in doing this we recognize that promotional response is the consumer s reaction to a price promotion and therefore develop a framework for understanding variability in promotional response that is based on the consumer s perspective of the benefits from a price promotion these benefits are posited to be a function of i category specific factors ii brand specific factors and iii consumer characteristics the framework is formalized as a generalized least squares meta analysis in which the brand s price elasticity is the dependent variable several interesting results emerge from this analysis category specific factors brand specific factors and consumer demographics explain a significant amount of the variance in promotional response for a brand at both the primary and secondary demand levels category specific factors have greater influence on variability in promotional response and its decomposition than do brand specific factors there are several instances where exogenous variables do not affect total elasticities yet significantly affect individual components of total elasticity in fact the lack of a significant relationship between the variables and total elasticity is often due to offsetting effects within two or more of the three behavioral components of elasticity this is particularly true for brand specific factors which typically have no effect on total elasticity yet have important effects on the individual behaviors there is some evidence to suggest that not all promotion related increases in primary demand are due to forward buying in some cases promotions appear to increase consumption we use these results to illustrate how category and brand specific factors work to drive primary and secondary demand elasticities in different directions in short this paper offers an empirical generalization of a key finding on promotional response how elasticities decompose across brand choice purchase incidence and stockpiling and new insights into factors that explain variance in promotional response these findings are likely to be of interest to researchers who are concerned with theory development and the generalizability of marketing phenomena and to managers who plan promotion campaigns

welfare benefits and the duration of welfare spells evidence from a natural experiment in canada abstract this paper uses a major reform of the welfare program implemented in the province of quebec canada in 1989 to analyze the impact of benefits on the length of welfare spells an important feature of this reform was the abolishment of discrimination based on age that applied to benefits as a result the monthly benefits of single individuals aged less than 30 increased from 173 to 425 1986 an increase of over 145 to assess the impact of the reform we estimate a series of semi parametric hazard models analogous to the regression approach to difference in differences estimation the estimated duration elasticities with respect to benefits for single men and women aged 22 29 are 0 25 and 0 28 respectively

adjustment cost and incentives to work evidence from a disability insurance program abstract how important is adjustment cost for individuals who face a change in work incentives induced by a policy change i provide the first estimate of adjustment cost in the context of a disability insurance di program by exploiting a policy change that increased work incentives by increasing the exemption threshold i use bunching at the thresholds to estimate adjustment cost and earnings elasticity the estimates of adjustment cost are quite sizeable and heterogeneous the estimates of earnings elasticity from both static and dynamic models are larger than the elasticity estimated with no adjustment cost suggesting that adjustment cost attenuates the responses to work incentives policies designed to increase labor supply will work if the work incentives are large enough to offset the adjustment cost accounting for adjustment cost then might explain the disparate findings on the effects of an increase in work incentives on the labor supply of beneficiaries of di programs