tariff effects on mnc decisions to engage in intra firm and arm s length trade using confidential firm level data from the bureau of economic analysis bea on activities of u s multinational corporations mncs and their canadian affiliates we study the dramatic growth of intra firm and arm s length u s canada trade over the 1984 95 period we find that decisions to engage in intra firm and arm s length trade are essentially unrelated to tariff and transport cost reductions over this sample period thus we find that the increase in trade occurred almost entirely on the intensive rather than the extensive margin this is consistent with case study evidence in keane and feinberg 2006 where mnc executives consistently indicate that the modest tariff reductions of the 1984 95 period were not sufficient to justify fixed costs of overhauling international supply chains our results have important implications for recent influential models of international trade that rely on sensitivity of intra firm trade to tariffs at the extensive margin to explain how small tariff declines could have led to the explosion of intra firm trade since the 1980s we also find that initial conditions i e 1983 tariffs are uncorrelated with whether firms engaged in intra firm or arm s length trade activity at the start of the sample period this result is surprising as it implies that firms industries with a greater propensity to engage in trade were not in general successful at lobbying for more favourable tariff treatment a l aide de donnees confidentielles au niveau de la firme du bureau of economic analysis bea a propos des activites des firmes plurinationales fpn americaines et de leurs succursales canadiennes on etudie la croissance dramatique du commerce usa canada tant intra firme qu a bout de bras pour la periode 1984 95 il appert que les decisions de s engager dans l un et l autre commerce sont fondamentalement non reliees aux reductions des couts de transport et des tarifs au cours de cette periode on decouvre que l accroissement du commerce s est produit presqu entierement a la marge intensive plutot qu a la marge extensive c est en ligne avec les resultats de l etude de cas de keane et feinberg 2006 ou les cadres des fpn ont systematiquement indique que les modestes reductions de tarifs entre 1984 et 1995 n etaient pas suffisantes pour justifier les couts fixes impliques par la modification de leurs chaines de production internationales ces resultats ont des implications importantes pour certains modeles influents de commerce international qui sont ancres dans une sensibilite du commerce intra firme aux tarifs a la marge extensive pour expliquer comment de faibles chutes de tarifs ont pu engendrer une explosion du commerce intra firme depuis les annees 80 on montre aussi que les conditions initiales e g les tarifs de 1983 ne sont pas co reliees avec le fait que la firme est engagee ou non dans l un ou l autre commerce en debut de periode le resultat est surprenant parce qu il implique que firmes et industries ayant une plus grande propension a commercer n ont pas eu de succes dans leur lobby pour obtenir un traitement tarifaire plus favorable

the persistence of female labor supply empirical evidence and implications previous research has shown that female hours of work are very persistent over women s lifetimes that women tend to be either workers or nonworkers this paper uses psid data from 1967 to 1987 to examine changes in persistence over time the overall finding is that there is little change in persistence because as women entered the labor force in greater numbers they tended to become continuous workers replacing continuous nonworkers among older women spells of reduced hours are now less prolonged holding constant a fixed effect among young women the persistence of hours has increased slightly over time and patterns of employment now appear to develop prior to marriage and continue into the married years

when is external debt sustainable the article empirically examines the determinants of debt distress defined as periods in which countries resort to any of three forms of exceptional finance significant arrears on external debt paris club rescheduling and non concessional international monetary fund lending probit regressions show that three factors explain a substantial fraction of the cross country and time series variation in the incidence of debt distress the debt burden the quality of policies and institutions and shocks the relative importance of these factors varies with the level of development these results are robust to a variety of alternative specifications and the core specifications have substantial out of sample predictive power the quantitative implications of these results are examined for the lending strategies of official creditors

the cost of contract renegotiation evidence from the local public sector the renegotiation of regulatory contracts is known to prevent regulators from achieving the full commitment efficient outcome in dynamic contexts however assessing the cost of such renegotiation remains an open issue from an empirical viewpoint to address this question we fit a structural principal agent model with renegotiation on a set of urban transport service contracts the model captures two important features of the industry first only two types of contracts are used in practice fixed price and cost plus second subsidies increase over time we compare a scenario with renegotiation and a hypothetical situation with full commitment we conclude that the welfare gains from improving commitment would be significant but would accrue mostly to operators

understanding innovation an analysis of persistence for spanish manufacturing firms abstract this study focuses on the persistence of innovation in a panel of spanish manufacturing firms for the period 1990 2008 in particular we analyse whether persistence in firms innovation activities over time is the result of previous experience the dynamic capabilities of the firm or industry market related characteristics we find that r d input and innovation output are highly persistent at the firm level after controlling for unobserved heterogeneity and initial conditions and by using a dynamic random effects probit we conclude that there are similar determinants of persistence in r d and innovative activities among external environmental factors market dynamism affects r d and innovation regarding firm specific characteristics size and outsourcing also have a positive impact on both processes past innovative behaviour is clearly more decisive in explaining the current state of r d and innovation activities than external factors or firm level heterogeneity

the new economics of teachers and education rapidly growing costs of elementary and secondary education are studied in the context of the rising value of women s time the dramatic increase in direct costs of education per student in the past 3 decades is empirically linked to increasing demand and utilization of teacher and staff inputs attributable to growing market opportunities for women and changes in the structure of families on the supply side the flexibility option that female teachers who take temporary leaves do not suffer subsequent wage loss upon reentry is shown to be an important attraction of the teaching profession to women

price promotions cause impatience in this research the authors propose that incidental exposure to price promotions can cause downstream impatience in an unrelated domain specifically price promotions trigger reward seeking a ge

entry into pharmaceutical submarkets a bayesian panel probit analysis summary we study entry into pharmaceutical submarkets by using a dynamic panel probit model we develop a bayesian version of wooldridge s approach to dealing with unobserved heterogeneity we distinguish between greenfield entry entry with first product and undifferentiated entry which may take the form of introducing further products we extend the standard reduced form model to consider company size in the submarket and across all submarkets we find that greenfield and undifferentiated entries have different determinants that global and submarket size measures have different effects and that sunk costs often have positive effects on entry due to a commitment mechanism copyright 2012 john wiley sons ltd

contextual influences on perceptions of merchant supplied reference prices two contextual variables that have theoretical roots in information processing attribution and social judgment theories were manipulated along with three levels of merchant supplied reference price in a 2 2 3 analysis of variance design results support the hypothesized effects of consistency and distinctiveness as contextual variables that influence internal price standards and purchase evaluations the three price levels resulted in a curvilinear pattern of results for the purchase evaluation and source credibility dependent variables as hypothesized however contrary to assimilation contrast theory the impact of the merchant supplied reference price on estimates of normal and fair prices was monotonic

framing the deal the role of restrictions in accentuating deal value we propose that consumers use the presence of a restriction i e purchase limit purchase precondition or time limit as a source of information to evaluate a deal in a series of four studies we present evidence suggesting that restrictions serve to accentuate deal value and act as promoters of promotions we begin by using aggregate level scanner data to test our hypothesis that a sales restriction e g limit x per customer results in higher sales via three subsequent experiments we then investigate contextual and individual factors moderating this effect study 2 suggests that restrictions only have a positive effect for low need for cognition individuals study 3 explores the potential mediating role of deal evaluations on purchase intent across discount levels study 4 examines the effect of three types of restrictions purchase limits time limits and purchase preconditions across discount levels and explores the underlying beliefs driving these effects an integrative model across studies demonstrates the robustness of the restriction effect and supports the premise that restrictions work through signaling value implications for how consumers determine promotional value are discussed

twins family size and female labour force participation in iran abstractdespite the remarkable increase in women s education levels and the rapid fall of their fertility rate in iran female labour force participation flfp has remained low using the instrumental variable method this article estimates the causal impact of number of children on mothers participation in the labour market it finds that having an extra unplanned child would only reduce female participation rate for low educated mothers and mothers with young children thus having no causal impact on most mothers participation this result explains why the rapid decline in fertility rates did not increase female participation rather other factors should be at play it hence moves us a step forward in explaining the puzzle of flfp in iran policy implications are discussed abbreviation flfp female labour force participation lfp labour force participation

promotion signal proxy for a price cut evidence suggests that some consumers react to promotion signals without considering relative price information we adopt petty and cacioppo s elaboration likelihood model elm to explain this behavior in terms of the elm s peripheral route to persuasion in which the promotion signal is taken as a cue for a price cut experimental results show that low need for cognition individuals react to the simple presence of a promotion signal whether or not the price of the promoted brand is reduced but that high need for cognition individuals react to a promotion signal only when it is accompanied by a substantive price reduction

state dependence and heterogeneity in health using a bias corrected fixed effects estimator this paper considers the estimation of a dynamic ordered probit of self assessed health status with two fixed effects one in the linear index equation and one in the cut points the two fixed effects allow us to robustly control for heterogeneity in unobserved health status and in reporting behaviour even though we can not separate both sources of heterogeneity the contributions of this paper are twofold first it contributes to the literature that studies the determinants and dynamics of self assessed health measures second this paper contributes to the recent literature on bias correction in nonlinear panel data models with fixed effects by applying and studying the finite sample properties of two of the existing proposals to our model the most direct and easily applicable correction to our model is not the best one and has important biases in our sample sizes

the british low wage sector and the employment prospects of the unemployed abstractare low wages a way for the unemployed to switch to higher paying jobs using data from the british household panel survey the labour market dynamics of unemployed low paid and higher paid employed men are analysed moreover the respective un employment duration and occupational skill level are accounted for results show that in general low wages significantly reduce the risk of future unemployment and increase the chances of ascending the salary ladder especially in the case of long term unemployment 360 days furthermore the occupational skill level has a substantial influence on the upward mobility of low paid jobs individuals working in the initial period in a low paid and higher skilled occupation have on average an 11 percentage points higher probability of entering higher pay compared to when working in a low paid and low skilled occupation

an empirical model of labor supply in a life cycle setting this paper formulates and estimates a structural intertemporal model of labor supply using theoretical characterizations derived from an economic model of lifetime behavior a two step empirical analysis yields estimates of intertemporal and uncompensated substitution effects which provide the information needed to predict the response of hours of work to life cycle wage growth and shifts in the lifetime wage path

dynamic natural monopoly regulation time inconsistency moral hazard and political environments this paper quantitatively assesses time inconsistency moral hazard and political ideology in monopoly regulation of electricity distribution we specify and estimate a dynamic model of utility regulation featuring investment and moral hazard we find that 1 there is under investment in electricity distribution capital aiming to reduce power outages 2 more conservative political environments have higher regulated returns and 3 more electricity is lost in distribution in more conservative political environments we quantify the value of regulatory commitment in inducing more investment conservative regulators mitigate welfare losses due to time inconsistency but worsen losses from moral hazard

comment sequential moment restrictions in panel data 1992 comment sequential moment restrictions in panel data journal of business economic statistics vol 10 no 1 pp 20 26

factors affecting levels and growth rates in the wage rates of women evidence from nursing using data from two surveys of nurses 1981 and 1989 the study examines the factors affecting the levels and growth rates in the wage rates paid to women especially married women who were licensed as registered nurses our results indicate that the influence of such household characteristics as marital status age and number of children and spouse s characteristic tended to diminish over the 1980s the evidence further suggests that the penalties for frequent switches in employment state were larger at the end of the decade than at the beginning further wages paid to nurses with baccalaureates were statistically the same as those paid to nurses with lesser formal education the return to the baccalaureate appears to be in the form of the higher wages and salaries earned by those who obtain post baccalaureate degrees

measuring state dependence in individual poverty histories when there is feedback to employment status and household composition this paper argues that the assumption of strict exogeneity which is usually invoked in estimating models of state dependence with unobserved heterogeneity is violated in the poverty context as important variables determining contemporaneous poverty status in particular employment status and household composition are likely to be influenced by past poverty outcomes therefore a model of state dependence is developed that explicitly allows for possible feedback effects from past poverty to future employment and household composition outcomes empirical results based on data from the german socio economic panel gsoep suggest that there are indeed such feedback effects and that failure to take them into account may lead to biased estimates of the state dependence effect copyright 2009 john wiley sons ltd

litigation costs and returns to experience we develop a model linking maximum damage awards available to plaintiffs in wrongful termination lawsuits workers propensity to sue as a function of experience and returns to experience using equal employment opportunity commission data on protected worker discrimination complaints and labor market data from the current population survey we examine how returns to experience among protected workers changed around the passage of the civil rights act of 1991 we show that employers reactions to employment protections may induce redistributive effects furthermore these effects operate not merely across groups of differing protected status but also within groups of identical protected status

simple solutions to the initial conditions problem in dynamic nonlinear panel data models with unobserved heterogeneity i study a simple widely applicable approach to handling the initial conditions problem in dynamic nonlinear unobserved effects models rather than attempting to obtain the joint distribution of all outcomes of the endogenous variables i propose finding the distribution conditional on the initial value and the observed history of strictly exogenous explanatory variables the approach is flexible and results in simple estimation strategies for at least three leading dynamic nonlinear models probit tobit and poisson regression i treat the general problem of estimating average partial effects and show that simple estimators exist for important special cases copyright 2005 john wiley sons ltd

persistence of innovation discriminating between types of innovation and sources of state dependence abstract this paper advances current research on the persistence of innovation drawing on a panel data set constructed from three waves of the german part of the community innovation survey covering the time span from 2002 to 2008 i e cis iv cis 2007 and cis 2009 we explore persistence patterns for various types of innovation i e organizational product and process innovation and allowing for the moderating impact of firm level characteristics we use the ascertained patterns of persistence to comparatively evaluate various sources and underlying theoretical accounts of state dependence

the dynamics of health in the british household panel survey this paper considers the dynamics of a categorical indicator of self assessed health using eight waves 1991 1998 of the british household panel survey bhps our analysis has three focal points the relative contributions of state dependence and heterogeneity in explaining the dynamics of health the existence and consequences of health related sample attrition and the investigation of the effects of measures of socioeconomic status with a particular focus on educational attainment and income to investigate these issues we use dynamic panel ordered probit models there is clear evidence of health related attrition in the data but this does not distort the estimates of state dependence and of the socioeconomic gradient in health the models show strong positive state dependence and heterogeneity accounts for around 30 of the unexplained variation in health copyright 2004 john wiley sons ltd

the asymmetric effect of discount retraction on subsequent choice this article examines the subsequent impact of a temporary price discount on brand preference after the promotion is retracted theorizing that price salience has an impact on price sensitivity we propose that the effects of retracting a discount depend on the promoted brand s regular price quality positioning in a first experiment in which we track consumer choices across a sequence of choice occasions we show that retracting a discount posted by a higher quality higher price brand is detrimental to that brand in contrast a discount posted by a lower quality lower price brand is capable of enduringly diverting consumers away from high end brands a second experiment relies on process measures to provide evidence for the underlying price salience mechanism a third experiment tests our hypotheses with real incentives and offers additional support for our price salience theory by testing its most peculiar behavioral implication

coupon value a signal for price in this article the author proposes that consumers use the value of a coupon to estimate price study 1 shows that the higher the percentage discount the higher the perceived price study 2 demon

fertility and female employment dynamics in europe the effect of using alternative econometric modeling assumptions we investigate the direct and long run effects of fertility on employment in europe estimating dynamic models of labor supply under different assumptions regarding the exogeneity of fertility and modeling assumptions related to initial conditions unobserved heterogeneity and serial correlation in the error terms we find overall large direct and long run effects of giving birth on employment probabilities and these effects differ considerably across countries we find that within countries the results are sensitive to the statistical assumption made on initial conditions the inclusion of serial correlation and the assumption of strict exogeneity of children however the pattern across countries is robust to these assumptions we show that such patterns are largely consistent with prevailing institutional differences related to the flexibility of the labor markets and family policies copyright 2009 john wiley sons ltd

simulation estimation of two tiered dynamic panel tobit models with an application to the labour supply of married women a comment summary we find that the empirical results reported in chang journal of applied econometrics 2011 26 5 854 871 are contingent on the specification of the model the use of heckman s initial conditions combined with observed and not latent lagged dependent variables leads to a counter intuitive estimation of the true state dependence the use of wooldridge s initial conditions together with the observed lagged dependent variable and a proper modelling of censoring provides a much more natural estimate of the true state dependence parameters together with a clearer interpretation of the decision to participate in the labour market in the two tiered model copyright 2015 john wiley sons ltd

state dependence in the incidence of strikes evidence from canadian contract data using heckman s dynamic probit model abstract this paper considers whether there is state dependence in strike incidence using longitudinal contract data from canada i obtain my estimates using heckman s estimator for dynamic probit models and find that there is no state dependence in strike incidence

life cycle employment and fertility across institutional environments in this paper we formulate a dynamic utility maximization model of female labor force participation and fertility choices and estimate approximate decision rules using data on married women in italy spain and france the pattern of estimated state dependence effects across countries is consistent with aggregate patterns in part time employment and child care availability suggesting that labor market rigidities and lack of child care options are important sources of state dependence simulations of the model reveal that italian and spanish women would substantially increase their participation rates were they to face the french institutional environment

embedded premium promotion why it works and how to make it more effective in this paper we define an embedded premium ep as an enhancement that involves a social cause added on to a product or service we characterize ep as a sales promotion strategy and juxtapose it with traditional approaches such as discounts and rebates across three experiments using a nationwide internet panel and employing stated measures and model based inference we find that at low denominations ep is more effective than an equivalent price discount we describe how an ep s social association may influence consumer choice quite differently than price promotions and contrary to the asymmetric price promotion effect documented in the promotions literature we find that ep benefits an unknown brand more than a known brand our hierarchical bayes approach uncovers heterogeneity in ep effectiveness that can be explained by affinity toward the focal charity personal motivations and demographic markers an identifiable segment of individuals prefer the other over self suggesting possible ep optimization and segmentation strategies two such strategies customization and coverage are empirically tested and the former is shown to be very effective our findings have broad implications for brand managers with regard to resource allocation and ep program return on investment roi as well as important social welfare implications

does residential location matter to the employment of tanf recipients evidence from a dynamic discrete choice model with unobserved effects abstract we study the factors affecting the employment probability of temporary assistance for needy families tanf recipients using recent quarterly panel data from atlanta georgia a central focus of our study is to determine whether the tanf recipient s proximity to job opportunity and the availability of childcare affect her probability of full time employment both static and dynamic models of employment choice are estimated that control for unobserved individual effects we estimate models separately for a sub sample of tanf recipients living in public housing whose residential locations can be considered exogenously determined we find substantial evidence that individual and family characteristics such as the education of the recipient and the number of children and adults in her family are important determinants of the employment probability of welfare recipients on the other hand location related variables are found to be relatively unimportant

measuring the gender disparities in unemployment dynamics during the recession evidence from portugal abstractthis article researches gender differences in the incidence and persistence of unemployment during the debt crisis and recession in portugal through estimating a dynamic random effects prob

myopic loss aversion and stock investments an empirical study of private investors abstract myopic loss aversion was suggested by benartzi and thaler 1995 as an explanation for the equity premium puzzle its main prediction is that loss averse investors who evaluate their investment performance too frequently and therefore often observe small losses on their stock portfolios would invest too little in equity we investigate the link between myopic loss aversion and actual investment decisions of individual investors using survey data our results are consistent with the predictions of benartzi and thaler higher myopic loss aversion is associated with lower stock investment as a share of total assets investors tend to evaluate their stock portfolio performance too often which contributes to the prevalence of myopic loss aversion the effect of myopia is most apparent when investors both evaluate their portfolios frequently and trade stocks regularly

intertemporal labor supply and the distribution of family income the earnings of married women have a more equalizing effect on the distribution of lifetime family earnings or the expected present value of earnings than on the distribution of annual family earnings using panel study of income dynamics longitudinal data the intertemporal variability of wives labor supply causes the correlation between the lifetime earnings of husbands and wives to weaken relative to the correlation between their annual incomes resulting in lower lifetime inequality the inequality of potential income full employment earnings is found to be much greater for lifetime earnings than average annual earnings based on alternative endogenous wage hours models copyright 1989 by mit press

estimation of fractional dependent variables in dynamic panel data models with an application to firm dividend policy fractional dependent variables and models with state dependence arise in many economic applications however estimating models with fractional dependent variables is complicated by the presence of two corner solution outcomes when coupled with a dynamic panel data setting estimating quantities of interest can be quite complex or computationally difficult this article demonstrates a method for estimating fractional response variables which is easy to implement and presents an application of the technique to the determination of firm dividend policy the estimation demonstrates that neglecting dynamics unobserved heterogeneity or the doubly censored nature of the dependent variable can generate misleading conclusions

dynamics of female labour force participation in france abstractthis article formulates and estimates a structural intertemporal model of labour force participation relying on theoretical characterizations derived from an economic model of lifetime behaviour we estimate a dynamic probit model with correlated random effects using longitudinal data to allow for a dynamic structure the model is applied to a panel of married women drawn from the 1997 2002 french labour force surveys in order to represent their participation behaviour it is estimated by maximum simulated likelihood our results show that women s decisions to go out to work are characterized by significant state dependence unobserved heterogeneity and negative serial correlation in the transitory error component in addition we find that the presence of young children in a woman s household reduces her labour participation but unequally according to their age and number as expected educational level has a positive impact on women s participation last a rise in the husband s wage is found

credit booms financial fragility and banking crises using a new country level panel database we explore effect of capital inflow surges credit booms and financial fragility on the probability of banking crises we find that booms increase the probability of a crisis only in relatively fragile financial systems

ghg registries participation and performance under the canadian voluntary climate challenge program between 1994 and 2004 the voluntary challenge and registry vcr played an important role in canadian climate change policy in this paper we examine the decision of firms to participate in the vcr the extent of their involvement and then ask if greenhouse gas emissions are related to past vcr participation as an information provision program we find evidence that firms may participate in vcr to signal their environmental responsibility to regulators and to some extent investors but not to consumers we also find that past involvement in the vcr is a strong and significant determinant of current involvement in the registry greenhouse gas emissions reported to the mandatory greenhouse gas reporting program in 2004 however do not appear to be different between vcr reporters and non reporters ghg emissions are observed to be significantly lower among firms that are smaller emit fewer toxic releases use more renewable energy sources are intermediate good producers and are located in quebec ontario and manitoba

the market for elective surgery joint estimation of supply and demand this paper develops models of the demand for and supply of elective non emergency surgery using a panel of quarterly data for 200 english hospitals over the period 1995 2002 unusually distinct measures of supply outpatients seen and inpatient admissions and demand outpatient referrals and decisions to admit are available for each observation these offer the opportunity to estimate separate empirical models of supply and demand using ordinary least squares ols regression methods however the strong correlation between the residuals of these models suggests some merit in the deployment of seemingly unrelated regression sur methods although both static and dynamic sur estimations leave the results largely qualitatively unchanged sur estimation can have a considerable quantitative effect relative to the ols results for example sur estimation generates a lower elasticity of inpatient demand with respect to waiting time than that obtained via ols the results offer an important justification for more careful econometric modelling of hospital behaviour than has traditionally been employed in the health economics literature

state dependence serial correlation and heterogeneity in intertemporal labor force participation of married women a dynamic search framework is developed to analyze the intertemporal labor force participation behavior of married women using longitudinal data to allow for a rich dynamic structure the sensitivity to alternative distributional assumptions is evaluated using linear probability and probit models the dynamic probit models are estimated using maximum simulated likelihood msl estimation to overcome the computational difficulties inherent in maximum likelihood estimation of models with nontrivial error structures the results find that participation decisions are characterized by significant state dependence unobserved heterogeneity and negative serial correlation in the error component the hypothesis that fertility decisions are exogenous to women s participation decisions is rejected when dynamics are ignored however there is no evidence against this hypothesis in dynamic model specifications women s participation response is stronger to permanent than current nonlabor income reflecting unobserved taste factors

state dependence individual heterogeneity and the choice of employment status evidence from korea abstractfocusing on the individual heterogeneity this article examines the causes of an individual s employment status choice and the extent of state dependence in the korean labour market we estimate a dynamic multinomial logit model using the panel data drawn from the first to fifteenth wave of the korean labour and income panel study the results suggest the presence of state dependence individual characteristics and growth background have a significant effect on the choice of employment status gender is still an important employment factor males are more likely to be employed and this gender effect is highest for regular employment re one s educational attainment and age operate in opposite directions that is educational attainment age has a positive negative impact on the choice of a regular job and a negative positive impact on the choice of a non regular job contrary to our expectations a wealthy family background reduces the probability of individuals being wage workers and rais

a retailer promotion policy model considering promotion signal sensitivity recent research suggests that the signal e g sign or marker with a point of purchase promotion will stimulate a significant sales increase regardless of whether or not that signal is accompanied by a price cut this paper develops a model of retailer profitability that incorporates this promotion signal sensitivity in a field test the profitability of the promotion policy prescribed by this model is compared to the profitability of two other promotion policy setting paradigms a model based policy that does not consider promotion signal sensitivity and one prescribed by industry experts the test results support the proposed model its policy generates 11 more category profit per unit than the model based policy and 12 more than the industry experts implications for retailers and future research are discussed

testing for choice dynamics in panel data this article applies different approaches to distinguish state dependence from unobserved heterogeneity and serial correlation and hence test for state dependence in consumer brand choices first we apply a simple method proposed by chamberlain which involves lagged exogenous variables only second we also estimate a lagged dependent variable specification proposed by wooldridge third we use the estimation approach suggested by wooldridge to estimate a model with both lagged dependent and exogenous variables to distinguish between the two different sources of choice dynamics state dependence and lagged effects of the exogenous variables our analysis reveals that the best approach is to use models with both lagged dependent and exogenous variables our findings include strong evidence for state dependence in five out of the six product categories studied in this article

persistence of innovation in dutch manufacturing is it spurious this paper studies the persistence of innovation and the dynamics of innovation output in dutch manufacturing using firm data from three waves of the community innovation surveys cis pertaining to the periods 1994 1996 1996 1998 and 1998 2000 we estimate by maximum likelihood a dynamic panel data type 2 tobit model accounting for individual effects and handling the initial conditions problem we find that there is no evidence of true persistence in achieving technological product or process innovations while past shares of innovative sales condition albeit to a small extent current shares of innovative sales

the dynamics of aid and political rights using cross country panel data we explore the extent to which the variation over time in measures of democracy and political rights can be explained by changes in aid inflows thus providing direct evidence on the impact of innovations in donor policy on the quality of recipient governance we distinguish between the short run and long run effects of changes in aid our results are very different from those based on cross country variation in aid inflows we find evidence of large differences between the effect of aid for political reform and the effect of other types of aid in aggregate these effects also depend on the recipient country s initial level of political development there is no evidence that aid intended for political reform has achieved its objective and in some countries it may be counterproductive however aggregate aid can have a beneficial effect on political rights

no money no honey financial versus knowledge and demand constraints on innovation the paper adds to the literature on the barriers to innovation in two ways first we assess comparatively what mostly constrains firms ability to translate investment in innovation activity into new products and processes whether it is mainly finance as most of the literature would suggest or whether it is mostly knowledge and market related aspects second we suggest a method to correct for the sample selection bias that often affects empirical contributions to this scholarship by filtering out firms that are not interested in innovation from those that struggle to engage in it we obtain a relevant sample of potential innovators which allows us to analyse the comparative effect of financial and non financial barriers on innovation success we find that demand side factors particularly concentrated market structure and lack of demand are as important as financial constraints in determining firms innovation failures this evidence redirects attention from financial to non financial barriers by considering traditional demand market structure and regulation factors involved in reduced firm innovation performance the empirical analysis is based on an unbalanced panel of firm level data from four waves of the uk community innovation survey cis between 2002 and 2010 merged with data from the uk business structure database

short term labour migration from the republic of armenia to the russian federation we explore the determinants of short term labour migration from armenia to russia based on a unique panel dataset a dynamic switching regression model with endogenous switching is applied our evidence pinpoints migration experience the expected individual income gap from migration low job opportunities in armenia and the possibility of diversifying income risks as the most important determinants family ties turn out to be insignificant the hypothetical income gap is about 280 per cent several explanations are provided for the fact that some individuals do not migrate in spite of a large income gap

the great divide in scientific productivity why the average scientist does not exist we use a quantile regression approach to estimate the eects of age gender research funding teaching load and other observed characteristics of academic researchers on the full distribution of research performance both in its quantity publications and quality citations dimension exploiting the panel nature of our dataset we estimate a correlated random eects quantile regression model accounting for unobserved heterogeneity of researchers we employ recent advances in quantile regression that allow its application to count data estimation of the model for a panel of biomedical and exact scientists at the ku leuven in the period 1992 2001 shows strong support for our quantile regression approach revealing the dierential impact of almost all regressors along the distribution we also nd that variables like funding teaching load and cohort have a dierent impact on research quantity than on research quality jel classi cation c14 c23 l31 o31 o32

whose wages do unions raise a dynamic model of unionism and wage rate determination for young men we estimate the union premium for young men over a period of declining unionization 1980 87 through a procedure which identifies the alternative sources of the endogeneity of union status while we estimate the average increase in wages resulting from union employment to be in excess of 20 we find that the return to unobserved heterogeneity operating through union status is substantial and that the union premium is highly variable we also find that the premium is sensitive to the form of sorting allowed in estimation moreover the data are consistent with comparative advantage sorting our results suggest that the unobserved heterogeneity which positively contributes to the likelihood of union membership is associated with higher wages we are unable however to determine whether this is due to the ability of these workers to extract monopoly rents or whether it reflects the more demanding hiring standards of employers faced by union wages 1998 john wiley sons ltd

dynamic female labor supply the increase in female employment and participation rates is one of the most dramatic changes to have taken place in the economy during the last century however while the employment rate of married women more than doubled during the last 50 years that of unmarried women remained almost constant to empirically analyze these trends we estimate a female dynamic labor supply model using an extended version of eckstein and wolpin 1989 to compare the various explanations in the literature for the observed trends this dynamic model provides a much better fit to the life cycle employment pattern than a static version of the model and a standard static reduced form model heckman 1979 the main finding using the dynamic model is that the rise in education levels accounts for about 33 percent of the increase in female employment and the rise in wages and narrowing of the gender wage gap account for another 20 percent while about 40 percent remains unexplained by observed household characteristics we show that this unexplained portion can be empirically attributed to cohort specific changes in preferences or the costs of child rearing and household maintenance finally the decline in fertility and the increase in divorce rates account for only a small share of the increase in female employment rates

regulation under asymmetric information in water utilities water utilities are reminiscent of network industries and are characterized by important fixed costs these factors contribute to a single firm serving an area justifying public intervention on pricing about one fourth of u s water utilities are private and subject to regulation regulators are unlikely to be perfectly informed and regulation is unlikely to be costlessly implemented these inherent imperfections have led economists to consider the incentive properties of regulatory procedures using the economics of information see david baron 1989 the empirical literature on regulation has focused on evaluating the effects of regulation on prices firms costs efficiency and innovation in such sectors as airlines electricity and energy as surveyed by paul l joskow and nancy l rose 1989 few of these empirical studies rely on the so called theory of regulation regarding the water industry there is an abundant literature on residential water demand firms cost and their efficiency given their public versusprivate nature relying on a model with asymmetric information and a sample of california water utilities frank a wolak 1994 assesses the consumer welfare loss due to asymmetric information and shows that the model with asymmetric information provides a superior description of the cost and demand data to the model under perfect information analyzing pricing for residential water is an important policy issue as the sector recently experienced price increases the problem is even more acute in california because of a high residential demand for water along with population growth water scarcity and the probability of severe droughts relying on a new dataset of 32 districts in california over the 1995 2000 period we analyze regulation of private water utilities for every district the california public utilities commission cpuc chooses a price for water an access fee per meter and a rate of return on capital to satisfy firms revenue requirements we assume that the cpuc is imperfectly informed about firms labor efficiency following david besanko 1984 and wolak 1994 we develop a model in which the firm s capital is used as a screening variable in particular the model has the features of a rate of return regulation we show how the rate of return and the access fee can be determined optimally to control firms rents we then adopt a structural approach to analyze the data a multistep estimator allows us to estimate the key parameters of the model the empirical results show price inelasticity an income effect slightly decreasing returns to scale and a concentration of efficient firms the computation of the optimal rate of return and access fee shows that the cpuc would tend to be cautious by allowing a lower than optimal rate and access fee relying on the estimated parameters a first experiment evaluates the cost of asymmetric information the price would be significantly lower resulting in a gain of consumer surplus a second experiment consists of simulating the outcome of an optimal price cap following the farid gasmi et al 2002 model the price cap became a popular regulatory tool in the 1980s such as for electricity though the incentives resulting in price cap regulation have been questioned by economists the counterfactual simulations show a price increase which results in a significant loss in consumer surplus the increase in firms profit does not however counterbalance this loss supporting the relevance of the actual rate of return mechanism

semiparametric bayesian inference for dynamic tobit panel data models with unobserved heterogeneity summary this paper develops semiparametric bayesian methods for inference of dynamic tobit panel data models our approach requires that the conditional mean dependence of the unobserved heterogeneity on the initial conditions and the strictly exogenous variables be specified important quantities of economic interest such as the average partial effect and average transition probabilities can be readily obtained as a by product of the markov chain monte carlo run we apply our method to study female labor supply using a panel data set from the national longitudinal survey of youth 1979 copyright 2008 john wiley sons ltd

gender time use and public policy over the life cycle patricia apps and ray rees compare gender differences in the allocation of time to market work domestic work child care and leisure over the life cycle using survey data for three countries australia the uk and germany they discuss the extent to which gender differences and life cycle variation in time use can be explained by public policy focusing on the tax treatment of the female partner and on access to high quality affordable child care

the organization of regulated production complementarities correlation and collusion we analyze the choice between vertical separation vs and vertical integration vi when two regulated firms produce complementary inputs with correlated costs and are protected by ex post break even constraints first in the absence of collusion the regulator prefers vi vs for negative and weak positive respectively strong positive correlation second if the firms can collude under vs and know all costs then vs is equivalent to vi however if firms collude under asymmetric information then collusion does not affect the choice between vs and vi since the regulator takes advantage of the transaction costs created by asymmetric information

dynamic labour force participation of married women and endogenous work experience this paper presents and estimates a dynamic model of married women s labour force participation and fertility in which the effect of work experience on wages is explicitly taken into account because current participation alters future potential earnings the investment return to work will be an important factor in the current work decision in any forward looking behavioural model the model is estimated using the national longitudinal surveys mature women s cohort we use the estimates of our model to predict changes in the lifecycle patterns of employment due to changes in schooling fertility husband s income and the magnitude of the experience effect on wages we find that although work experience increases the disutility of further work the effect is overwhelmed by the positive effect of experience on wages leading to persistence in the employment patterns of these women in addition we find that an increase in young children and in husband s income substantially reduces participation while increased schooling has a powerful positive impact on participation this paper presents an estimable structural dynamic model of married women s labour force participation and fertility in which wages are stochastic and work experience or cumulative participation is endogeneous the model is structural in the sense that the parameters which are estimated are contained in the fundamental relationships governing behaviour namely the utility function and the constraints the model is contained in the class of models which describe the life cycle capital accumulation process with endogeneous labour supply such as weiss 1972 and heckman 1976 it is closest in spirit to that of weiss and gronau 1981 1 the basic feature of their model and ours is that labour market participation affects future wages which then affects future participation the investment return to current work will necessarily be taken into account in any forward looking optimizing model as weiss and gronau note estimates of labour supply models have ignored the inherent behavioural dynamics associated with a positive wageexperience profile there is no adequate empirical treatment of the human capital investment dimension of the labour force participation decision in the literature heckman and willis 1977 have studied a sequential discrete choice model of the labour force participation of married women in a reduced form framework their work

predicting female labor supply this study examines the empirical associations between female labor supply and child status and marital status using 1970 and 1980 u s census data and 1971 and 1981 canadian census data when the data are used in a purely cross sectional manner without controlling for previous labor supply we find as others have that female labor supply is negatively related to the number of children a woman has had however this relationship changes when we condition on weeks of work in the previous year this study makes use of longitudinal information in the canadian and u s census data that has been largely ignored the paper also explores certain econometric issues raised by the nature of the empirical results

third party intervention and the preservation of bargaining relationships this article uses longitudinal bargaining contract data to examine whether third party dispute resolution procedures improve the health of bargaining relationships and contribute to their preservat

does government funding complement or substitute private research funding to universities abstract there is growing political pressure on universities to intensify their interaction with industry and to enlarge their own research funding options in a context characterised by increasing constraints on public spending however whether the successful achievement of such a political desired outcome is consistent with a restriction of government funding is not clear and requires further investigation as a matter of fact there is scant empirical evidence on whether and to what extent government funding affects the external funding options available to universities in particular those related to research and consulting activities by using a set of probit and tobit panel data models estimated on financial data for the whole population of italian university departments engaged in research in the engineering and physical sciences this paper provides evidence that government funding to universities complements funding from research contracts and consulting contributing to increasing universities collaboration with industry and activating knowledge transfer processes

an alternative explanation for lower repeat rates after promotion purchases several authors have observed that average repeat rates are lower after a promotion purchase one interpretation of this result is that a media coupon or cents off promotion undermines the consumer

poverty and social exclusion two sides of the same coin or dynamically interrelated processes there is growing interest in the analysis and measurement of social exclusion to complement the static and dynamic literature on income poverty on theoretical grounds social exclusion and income poverty are seen as different processes but with closely interrelated dynamics however our empirical understanding of the way these two processes dynamically interact at the individual level is still very limited to shed some light on the issue we use a dynamic bivariate probit model controlling for unobserved heterogeneity and wooldridge 2005 type initial conditions both the first and second order markov dynamics are examined we estimate the model using the italian sample of the european community household panel echp waves 1 8 and find a sizable extent of state dependence in both poverty and social exclusion moreover there are dynamic cross effects implying that poverty and social exclusion are mutually reinforcing social policies aimed at eradicating poverty and avoiding individuals social

the impact of fiscal decentralization on the composition of public expenditure panel data evidence from italy grisorio m j and prota f the impact of fiscal decentralization on the composition of public expenditure panel data evidence from italy regional studies this paper is an original contribution to the understanding of the relationship between fiscal decentralization and public expenditure composition it studies the effects of the ongoing decentralization process in italy on the share of different categories of public spending in total expenditure of the italian regional administrations over the period 1996 2008 the data used allow one to go beyond the usual distinction between current and capital expenditures and to present a functional classification of public expenditures through a panel data analysis the paper shows that the level of decentralization influences the composition of expenditure

job search requirements for unemployed at the end of working life effects on unemployment dynamics and self employment probabilities this paper investigates the extent to which job search requirements in unemployment insurance u i increase the probability of self employment as a retirement route for causal identification we apply a difference in differences approach using a dutch 2004 policy reform that introduced job search requirements in u i for persons aged 57 5 and older unemployment dynamics and self employment probabilities are studied using a dynamic multinomial logit model with unobserved heterogeneity the results suggest that job search requirements stimulated people to exit unemployment and discouraged older workers to enter unemployment the probability of self employment as an exit route to retirement increased relative to u i but not relative to paid employment

poverty transition and persistence in ethiopia 1994 2004 summary this study analyzes the persistence of poverty in both rural and urban areas in ethiopia during 1994 2004 the key finding is that households move frequently in and out of poverty but the difficulty of exiting from poverty like the chance of avoiding slipping back increases with the time spent in that state and varies considerably between male and female headed households our results imply that it is important to design anti poverty policies both to hinder households from slipping into extreme poverty and to minimize the length of the poverty spell for households once they have fallen into it

the work employment distinction among new mothers cps data for 1979 to 1988 are used to examine the determinants of employment actual work and maternity leave for women in the year following childbirth women with better market skills higher expected wages older more education are more likely than other new mothers to have a job and to work among employed women paid leave is also positively related to market skills work responds to childbirth more than employment does with the greatest differences in the first three months following childbirth therefore most women working when their child was one year old had returned to work within three months of childbirth

split panel jackknife estimation of fixed effect models we propose a jackknife for reducing the order of the bias of maximum likelihood estimates of nonlinear dynamic fixed effect panel models in its simplest form the half panel jackknife the estimator is just 2 hat theta bar theta 1 2 where hat theta is the mle from the full panel and bar theta 1 2 is the average of the two half panel mles each using t 2 time periods and all n cross sectional units this estimator eliminates the first order bias of hat theta the order of the bias is further reduced if two partitions of the panel are used for example two half panels and three 1 3 panels and the corresponding mles on further partitioning the panel any order of bias reduction can be achieved the split panel jackknife estimators are asymptotically normal centered at the true value with variance equal to that of the mle under asymptotics where t is allowed to grow slowly with n in analogous fashion the split panel jackknife reduces the bias of the profile likelihood and the bias of marginal effect estimates simulations in fixed effect dynamic discrete choice models with small t show that the split panel jackknife effectively reduces the bias and mean squared error of the mle and yields confidence intervals with much better coverage

interactions between cap agricultural and agri environmental subsidies and their effects on the uptake of organic farming we analyze the effects of the interactions that the two pillars of the european union common agricultural policy market support and rural development have on farmers uptake of organic farming practices special attention is given to the 2003 reform which substantially altered the relative importance of the two types of support by decoupling direct agricultural payments from the production of a specific crop in our empirical analysis we study the case of sweden making use of the variation in the timing of farmers decisions regarding participation in support programs we estimate a dynamic non linear unobserved effects probit model to account for unobserved individual heterogeneity and state dependence our results indicate the existence of a negative effect of the market support system in place when organic farming techniques were adopted before the 2003 reform however this effect is reversed by the introduction of decoupling furthermore the effects of support differ between certified and non certified organic production both pillars have significant effects on non certified organic farming whereas certified organic farming is exclusively driven by agro environmental subsidies

regionalism and conflict peace creation and peace diversion abstract we investigate the implications of preferential trade agreements ptas for interstate conflict we set up a two stage game with three competing importers where first two of the countries decide on whether to initiate war against each other and subsequently all three countries select their import tariffs we show that ptas produce both a peace creation effect and a peace diversion effect whereby they reduce the likelihood of conflict between member countries peace creation but render the eruption of war between member and non member countries more likely peace diversion this paper is the first to identify and explicitly model the peace diversion effect of ptas and is also the only one in this literature to endogenize countries terms of trade we use data from the correlates of war project to empirically test these predictions and after controlling for endogeneity we find robust evidence of both peace creation and peace diversion in relation to pta establishment

promotional bundles and consumers price judgments when the best things in life are not free a series of experiments examined the amount that consumers were willing to pay for products bundled together in a promotion describing one of the disparate products in the bundle as free decreased the price consumers were willing to pay for each product when sold individually however a freebie offer did not influence the overall price for the bundle of disparate products a finding robust across two different settings and populations the differential effect of freebies is explained by varying judgment difficulty with the price being easier to arrive at for just a single product than for the combination consistent with this explanation factors that influence judgment difficulty the salience of the company s motive for offering the freebie and time pressure to make a judgment moderated the effects of a free offer on the amount consumers were willing to pay

borrowing from pui to pay pom multiple borrowing and over indebtedness in rural thailand summary rural financial markets have grown rapidly in asian emerging market economies thus contributing to economic development and the reduction of poverty at the same time however the level of indebtedness of rural households has increased making households more vulnerable to shocks one of the reasons for rising household debt is the ease of borrowing simultaneously from a growing number of lending institutions this paper addresses two major questions first does borrowing from multiple sources increase rural households risk of over indebtedness second do over indebted rural households refinance their outstanding loans through multiple borrowing running the risk of becoming trapped in a debt cycle employing a dynamic random effects bivariate probit model for a unique set of longitudinal household panel data from northeast thailand this study examines the bidirectional relationship between over indebtedness and multiple borrowing to determine to what extent rural households become trapped in debt cycles on the one hand the results indicate that households in northeast thailand take on multiple loans which further increases their risk of becoming over indebted on the other hand our model results do not confirm the widespread notion that over indebted rural households use multiple loans to refinance unpayable debts

when do price promotions affect pretrial brand evaluations the authors investigate the conditions in which price promotions affect pretrial brand evaluations a price promotion is theorized to be informative about brand quality when it stands out because i

labor supply the family and poverty the s shaped labor supply curve abstract the canonical model of labor supply is extended to account for subsistence needs and a frequently rigid division of labor within families gender various theories that have been put forward are thus reconciled in particular with respect to the distinct work choices of the poor the model predicts negative labor supply elasticities for secondary workers at low wage rates and positive ones at higher rates but near 0 for primary workers at all levels detailed time allocation data of the rural philippines support these conclusions as well as evidence from other studies including of industrialized countries policy implications are briefly discussed

selection staging and sequencing in the recent chinese privatization selection in privatization is a decision making process of choosing state owned enterprises soes prioritizing and sequencing privatizing events and determining the extent of private ownership in partial privatization we investigate this process in an important but rarely studied case of china based on the soe population over 1998 2008 we track 49 456 wholly soes and identify 9 359 privatization cases over time our econometric analysis concludes i the privatization selection is a complex decision making process in which local governments balance between various economic financial and political objectives ii in the recent chinese privatization firm performance relates to the selection staging and sequencing in privatization in an inverted u fashion the worse and the best performing soes are more likely to remain state owned maintain higher state holding when privatized and are less likely to be privatized later in time these patterns suggest the privatization reform slowdown and the underlying changes in the privatization policy

a framework for estimating dynamic unobserved effects panel data models with possible feedback to future explanatory variables abstract i show how to construct the likelihood function for the conditional maximum likelihood estimator in dynamic unobserved effects models where not all conditioning variables are strictly exogenous the method for handling the initial conditions problem appears to be novel and offers a flexible relatively simple alternative to existing methods

environmental regulation and foreign direct investment evidence from south korea abstract this paper studies how environmental regulation shapes the pattern of foreign direct investment fdi and thereby assesses the pollution haven hypothesis conflicting results exist in the case studies examining the most advanced countries partly due to the deterrent effect of clean technology adoptions on industry migration to minimize the clean technology effect we examine the pattern of south korean fdi over 2000 2007 the period that korean firms relied on old production technologies despite facing rapidly strengthened environmental standards a difference in differences type identification strategy circumvents other potential confounders we find strong evidence that polluting industries tend to invest more in countries with laxer environmental regulations in terms of both the amount of investment intensive margin and the number of new foreign affiliates extensive margin a similar finding is obtained when imports are analyzed

regulating a monopolist with unknown costs we consider the problem of how to regulate a monopolistic firm whose costs are unknown to the regulator the regulator s objective is to maximize a linear social welfare function of the consumers surplus and the firm s profit in the optimal regulatory policy prices and subsidies are designed as functions of the firm s cost report so that expected social welfare is maximized subject to the constraints that the firm has nonnegative profit and has no incentive to misrepresent its costs we explicitly derive the optimal policy and analyze its properties in their classic papers dupuit 2 and hotelling 5 considered pricing policies for a bridge that had a fixed cost of construction and zero marginal cost they demonstrated that the pricing policy that maximizes consumer well being is to set price equal to marginal cost and to provide a subsidy to the supplier equal to the fixed cost so that a firm would be willing to provide the bridge this first best solution is based on a number of informational assumptions first the demand function is assumed to be known to both the regulator and to the firm while the assumption of complete information may be too strong the assumption that information about demand is as available to the regulator as it is to the firm does not seem unnatural a second informational assumption is that the regulator has complete information about the cost of the firm or at least has the same information about cost as does the firm this assumption is unlikely to be met in reality since the firm would be expected to have better information about costs than would the regulator as weitzman has stated an essential feature of the regulatory environment i am trying to describe is uncertainty about the exact specification of each firm s cost function in most cases even the managers and engineers most closely associated with production will be unable to precisely specify beforehand the cheapest way to generate various hypothetical output levels because they are yet removed from the production process the regulators are likely to be vaguer still about a firm s cost function 12 p 684 as this observation suggests it is natural to expect that a firm would have better information regarding its costs than would a regulator the purpose of this paper is to develop an optimal regulatory policy for the case in which the regulator does not know the costs of the firm one strategy that a regulator could use in the absence of full information about costs is to give the firm the title to the total social surplus and to delegate the pricing decision to the firm in pursuing its own interests which would then be to maximize the total social surplus the firm would adopt the same marginal cost pricing strategy that the regulator would have imposed if the regulator had

crossing the innovation threshold through mergers and acquisitions firms are resorting more and more to mergers and acquisitions m a to bridge the gap between where they are and where they would like to be in relation to innovation and performance this paper investigates whether involvement in m a triggers distinct patterns of innovative behaviour across firms and whether this effect is conditional on firm size the analysis combines data from four waves of the community innovation survey cis and the business register of dutch manufacturing firms we observe that m as influence the probability that firms will begin innovation activities or persist with them and these effects vary at different points in the firm size distribution in particular by using m a firms are able to persist with the innovation efforts and output over time and this effect is especially strong for large firms for small firms m a help them to cross the innovation threshold increasing the probability of the transition from a non innovator to an active innovator however the m a effect does not mitigate the tendency of small firms to be occasional innovators