the environmental kuznets curve environmental protection policy and income distribution abstract the effect of economic growth on pollution emissions differs substantially among high income countries i address this issue by analyzing public environmental policy decisions individual heterogeneity relative income effect and the political framework in which policy decisions are taken determine the emergence of the downward sloping segment of the environmental kuznets curve ekc income inequality produces a gap between the country s ability to pay for environmental protection and a country s willingness to pay i test this result by using oecd data on public r d expenditure for environmental protection the conclusion is that contrary to the ek hypothesis moments of the income distribution function other than the mean may be important for the emergence of a virtuous path of sustainable growth in high income countries

submarkets and the evolution of market structure we construct a model of industry evolution in which the central force for change is the creation and destruction of submarkets firms expand when they are able to exploit new opportunities that arrive in the form of submarkets they contract and ultimately exit when the submarkets in which they operate are destroyed this simple framework can transparently explain a wide range of well known regularities about industry dynamics most notably the subtle relationships between size age growth and survival data on the laser industry where submarkets are prominent further illustrate the ability of the model to explain distinctive patterns in the evolution of industries and firms

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

some models for estimating technical and scale inefficiencies in data envelopment analysis in management contexts mathematical programming is usually used to evaluate a collection of possible alternative courses of action en route to selecting one which is best in this capacity mathematical programming serves as a planning aid to management data envelopment analysis reverses this role and employs mathematical programming to obtain ex post facto evaluations of the relative efficiency of management accomplishments however they may have been planned or executed mathematical programming is thereby extended for use as a tool for control and evaluation of past accomplishments as well as a tool to aid in planning future activities the ccr ratio form introduced by charnes cooper and rhodes as part of their data envelopment analysis approach comprehends both technical and scale inefficiencies via the optimal value of the ratio form as obtained directly from the data without requiring a priori specification of weights and or explicit delineation of assumed functional forms of relations between inputs and outputs a separation into technical and scale efficiencies is accomplished by the methods developed in this paper without altering the latter conditions for use of dea directly on observational data technical inefficiencies are identified with failures to achieve best possible output levels and or usage of excessive amounts of inputs methods for identifying and correcting the magnitudes of these inefficiencies as supplied in prior work are illustrated in the present paper a new separate variable is introduced which makes it possible to determine whether operations were conducted in regions of increasing constant or decreasing returns to scale in multiple input and multiple output situations the results are discussed and related not only to classical single output economics but also to more modern versions of economics which are identified with contestable market theories

measuring efficiency in education an analysis of different approaches for incorporating non discretionary inputs measuring efficiency in the education sector is a highly complex task one of the reasons is that the main resource of schools the type of students they have lie outside of their control which means that it must be treated differently to other factors in analysis this study examines the different options available in the literature for incorporating non controllable inputs in a data envelopment analysis in order to determine the most appropriate model for evaluating schools our empirical study presents the results obtained using the model proposed by fried et al 1999 though we use bootstrap techniques to avoid problems of bias in the estimations

explaining the appearance and success of open space referenda many communities in the united states have begun enacting policies to preserve open space often through local voter referenda new jersey sponsors such municipal action through the green acres program by providing funding and low interest loans to towns that choose to increase property taxes and spend the money raised on open space preservation for the purposes of conservation and or recreation this paper endeavors to understand which factors contribute to the appearance and success of these measures although previous literature has examined this issue this is the first study to account for spatial dependence spatial autocorrelation and to explore dynamic issues through survival analysis the traditional two stage model from the literature is extended by incorporating a bayesian spatial probit for the first stage and a maximum likelihood spatial error model in the second stage a cox proportional hazard model is used to examine the timing of referenda appearance spatial dependence is found in the second stage of the analysis indicating that future studies should account for its influence there is no strong evidence for spatial dependence or correlation in the first stage the survival model is found to be a useful complement to the traditional probit analysis of the first stage

earnings inequality and mobility in the united states evidence from social security data since 1937 this paper uses social security administration longitudinal earnings micro data since 1937 to analyze the evolution of inequality and mobility in the united states annual earnings inequality is u shaped decreasing sharply up to 1953 and increasing steadily afterward short term earnings mobility measures are stable over the full period except for a temporary surge during world war ii virtually all of the increase in the variance in annual log earnings since 1970 is due to increase in the variance of permanent earnings as opposed to transitory earnings mobility at the top of the earnings distribution is stable and has not mitigated the dramatic increase in annual earnings concentration since the 1970s long term mobility among all workers has increased since the 1950s but has slightly declined among men the decrease in the gender earnings gap and the resulting substantial increase in upward mobility over a lifetime for women are the driving force behind the increase in long term mobility among all workers

equity and educational performance in this paper we review the main issues under discussion in the field of economics of education with a special focus on latin america we seek to organize the debate about educational policies by showing how these policies respond to different models based on different assumptions and hypotheses about how the educational system functions methodological and informational problems make it difficult to test the validity of different policies this would explain the enormous number of studies in the field that conclude with conflicting policy prescriptions we also use data from chile to analyze the importance of the school in educational outcome and to explore the heterogeneous impacts of student and school characteristics on educational achievement the results obtained allow us to conclude that the school plays a very important role in explaining educational achievement we also find that low income students stand to benefit the most from attending a private school however this conclusion is valid for a marginal analysis and does not necessarily apply to a massive reallocation of students among schools

bias and precision in the dea two stage method in data envelopment analysis dea the two stage method is a popular procedure for accounting for exogenous influences on efficiency with the conventional two stage method a dea is first conducted using only traditional endogenous inputs and outputs then the first stage dea scores are regressed on the environmental contextual exogenous inputs of interest the regression outcomes are used to identify exogenous inputs that influence the first stage dea scores to a statistically significant degree and to adjust dea scores to account for these influences herein it is demonstrated empirically that the conventional method exhibits substantial bias and low precision with the degree of bias and precision affected by input variance and correlation a reverse two stage procedure that yields estimates without the bias and precision problems that compromise the validity of the conventional method s estimates is suggested

the relevance of attitudinal factors for the acceptance of energy policy measures a micro econometric analysis abstract this paper empirically examines the individual support of the german energy transition in total and especially of six single energy policy measures which are components of the energy transition our micro econometric analysis with binary and ordered probit models on the basis of data from a broad survey of citizens reveals the important role of several attitudinal factors with respect to our indicators for perceived personal costs of the energy transition the estimation results point to a weak evidence for economic self interest due to some negative correlations between expected energy price increases due to the energy transition and the support of single energy policy measures interestingly however the concern that the energy transition alone causes strong energy price increases is not shared by the majority of the respondents the estimation results also suggest that the support of several energy policy measures is strongly correlated with environmental values however the most important attitudinal factor is obviously political identification the econometric analysis suggests that an overall left green policy identification is positively correlated with the support of the energy transition in total and an identification with ecological policy is positively correlated with the acceptance of several single energy policy measures the econometric analysis especially supports the more sophisticated categorization of political orientation since for example a liberal conservative policy orientation is not significantly correlated with the support of the energy transition in total

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

a dynamic oligopoly structural model for the prescription drug market after patent expiration this article incorporates consumer learning and heterogeneity into a dynamic oligopoly model for the prescription drug market in the model both firms and patients need to learn the generic qualities via patients experiences generic firms entry decisions are endogenous but their entry timings depend on a random approval process i apply the model to examine the impact of shortening the expected generic approval time although this policy experiment brings generics to the market sooner it increases a potential entrant s likelihood of entering a crowded market and hence could reduce the total number of generic entrants and consumer welfare

generic drug industry dynamics both the economics literature and the business press suggest that a typical pattern for a new industry or what jovanovic and macdonald 1994 call an invention i s to have an initial phase in which a small number of firms each earn significant profits followed by a phase in which rapid entry of new firms leads to increased competition and dissipation of some of those profits often accompanied by a shakeout whereby only a few large firms remain especially if subsequent innovations increase the optimal scale although this pattern seems to characterize many industries the length of time during which early movers retain their profits how prices adjust during the entry process and the

efficiency analysis of german electricity distribution utilities non parametric and parametric tests this study applies non parametric and parametric tests to assess the efficiency of electricity distribution companies in germany traditional issues in electricity sector benchmarking are addressed such as the role of scale effects and optimal utility size as well as new evidence specific to the situation in germany labour capital and peak load capacity are used as inputs and units sold and the number of customers as output the data cover 307 out of 553 german electricity distribution utilities a data envelopment analysis dea is applied with constant returns to scale crs as the main productivity analysis technique whereas stochastic frontier analysis sfa with distance function is the verification method the results suggest that returns to scale play but a minor role only very small utilities have a significant cost advantage low customer density is found to affect the efficiency score significantly in particular in the lower third of all observations surprisingly east german utiliti

who votes for public environmental goods in california evidence from a spatial analysis of voting for environmental ballot measures abstract voting referenda provide direct evidence of the demand for public goods a number of previous studies have used referenda to analyze the support for public environmental goods these studies have used aggregate data from large jurisdictional units usually counties and summary income measures such as the mean or median and have usually found that higher income areas offer greater support for environmental propositions we examine environmental referenda voting in california using census block group data spatial dependence controls and detailed income distribution data we find that household income has a negative marginal effect on environmental referenda voting for most of the income range when using census block data in addition controls for spatial dependence significantly reduce the magnitude of most coefficients this suggests that ols estimates of referenda determinants are biased we also show that county level data may be subject to severe aggregation bias and might not be appropriate for referenda studies

demand for environmental goods evidence from voting patterns on california initiatives this article studies voting behavior on 16 environmental ballot propositions in california in order to characterize the demand for environmental goods the environment is found to be a normal good for people with mean incomes but some environmental goods are inferior for those with high incomes at least when supplied collectively an important price of environmental goods is reduced income in the construction farming forestry and manufacturing industries income and price can explain most of the variation in voting there is little need to introduce preference variables such as political ideology

efficiency measures and productivity indexes in the context of university library benchmarking data envelopment analysis dea has attracted considerable attention during the last few decades as an intuitively clear method for performance assessment theoretical developments have taken turns with empirical efficiency studies in this paper we empirically analyse performance differences across university libraries from different countries from a cross section and a longitudinal perspective we use the malmquist index approach to disentangle environmental efficiency from technical efficiency te to highlight performance differences eventually induced by environmental factors beyond the control of library management as well as to decompose productivity changes over time into changes in te and changes in technology in our cross section analysis we found that north american na libraries are more productive at higher input levels than the european libraries from germany and austria at which we looked in this contribution moreover the largest na libraries are still able to improve performance as t

value added educational accountability approaches and their effects on schools rankings evidence from chile abstract value added models have been proposed to analyze different aspects related to school effectiveness on the basis of student growth there is consensus in the literature about the need to control for socioeconomic status and other contextual variables at student and school level in the estimation of value added for which the methodologies employed have largely relied on hierarchical linear models however this approach is problematic because results are based on comparisons to the school s average implying no real incentive for performance excellence meanwhile activity analysis models to estimate school value added have been unable to control for contextual variables at both the student and school levels in this study we propose a robust frontier model to estimate contextual value added which merges relevant branches of the activity analysis literature namely metafrontiers and partial frontier methods we provide an application to a large sample of chilean schools a relevant country to study due to the reforms made to its educational system that point out to the need of accountability measures results indicate not only the general relevance of including contextual variables but also how they contribute to explaining the performance differentials found for the three types of schools public privately owned subsidized and privately owned fee paying also the results indicate that contextual value added models generate school rankings more consistent with the evaluation models currently used in chile than any other type of evaluation models

market structure r d and advertising in the pharmaceutical industry jungere entwicklungen der literatur zum thema marktstruktur ermoglichen es robuste testbare hypothesen aus der theorie des strategischen verhaltens abzuleiten das grundlegende industrieokonomische modell geht von einer einfachen aber allgemein gultigen beziehung zwischen konzentration und marktgrose aus dabei wird insbesondere der einflus endogener versunkener kosten fur werbung und oder forschung und entwicklung fue auf den wettbewerb untersucht die empirischen ergebnisse dieser fallstudie zeigen das endogene versunkene kosten tatsachlich eine entscheidende rolle fur die herausbildung der marktstruktur in der pharmazeutischen industrie spielen die ergebnisse zeigen jedoch auch das unternehmensspezifische fahigkeiten geeignet sind die reaktionsweisen der unternehmen im wettbewerb zu erklaren

firm entry and exit in the canadian manufacturing sector 1970 1982 this paper measures the importance of entry and exit to the canadian manufacturing sector in the 1970s it focuses on the size of entrants as they move from a stage of infancy to adolescence the exit rates of births their length of life and the growth path of entrants are presented distinctions are made between greenfield and merger entry while entrants are small at birth the cumulative effect of successive cohorts of entrants in the 1970s adds up to a significant fraction of all firms and total sales by 1979

the economics of schooling production and efficiency in public schools n recent years public and professional interest in schools has been heightened by a spate of reports many of them critical of current school policy these policy documents have added to persistent and long standing concerns about the cost effectiveness and fairness of the current school structure and have made schooling once again a serious public issue as in the past however any renewed interest in education is likely to be short lived doomed to dissipate as frustration over the inability of policy to improve school practice sets in this frustration about school policy relates directly to knowledge about the educational production process and in turn to underlying research on schools although the educational process has been extensively researched clear policy prescriptions flowing from this research have been difficult to derive 2 there exists however a consistency to the research findings that does have an immediate application to school policy schools differ dramatically in quality

the dynamic spillovers of entry an application to the generic drug industry this paper examines whether experience from entry in one market can potentially enhance profitability at a future market opportunity for a related product we formulate and estimate a dynamic game of entry in which forward looking firms make decisions not just based on present benefits of past entry but also anticipating potential future benefits of current entry dynamic spillovers of entry are incorporated through a firm specific unobservable to the researcher cost that depends on past entry decisions the unobserved costs may also be serially persistent thus the model allows for firm specific unobserved heterogeneity that evolves based on firm actions the challenge of estimating a dynamic game with serially correlated unobserved state variables subject to endogenous feedback is overcome by embedding a particle filter based technique in a nested fixed point algorithm using an application to a stylized model of entry in the generic pharmaceutical industry we underscore the motivation for the model specification and the methodology developed our estimates imply positive spillover effects of entry moreover these spillovers suggest heterogeneity not just across firms but also within firms over time based on their history of entry decisions our results illustrate that entry may potentially provide firms with additional strategic advantage in later markets and that entry spillovers may be an important factor to consider in the equilibrium evolution of the generic drug industry the web appendix is available at https doi org 10 1287 mnsc 2016 2648 this paper was accepted by j miguel villas boas marketing

families schools and primary school learning evidence for argentina and colombia in an international perspective this article presents evidence on the associations between family background school characteristics and student performance in primary school in argentina colombia and several comparison countries as a general pattern educational performance is strongly related to family background weakly to some institutional school features and hardly to schools resource endowments in an international perspective family background effects are relatively large in argentina and relatively small in colombia a specific argentine feature is the lack of performance differences between rural and urban areas a specific colombian feature is the lack of significant between gender performance differences nonnative students and students not speaking spanish at home perform particularly weak in both countries in argentina students perform better in schools with a centralized curriculum and ability based class formation

the technical efficiency of schools in chile this paper assesses the technical efficiency of schools in chile which is defined as the capacity of schools to generate the maximum output academic achievement given the quantity of inputs they use two alternative methodological approaches for measuring efficiency are used i estimation of a stochastic production frontier and ii data envelopment analysis dea which allows identification of the efficient production frontier of the schools analysed nonparametrically each of these techniques has advantages and limitations which are discussed in the paper they lead however to the same conclusions when a sample of 2000 schools is analysed the results obtained provide interesting points for educational policy discussion in chile

assessing school efficiency in portugal using fdh and bootstrapping this study explores a new data set that contains information both on inputs and outputs for a sample of portuguese secondary schools an fdh reference technology is used to determine radial technical efficiency scores and slacks although it is known that there is no reason to assume convexity in the study of education efficiency frontiers this is the first study ever to use fdh at the school level effectively relaxing the convexity assumption a two stage approach is used whereby the significant environmental variables that explain fdh efficiency scores and slacks are identified for the purpose of statistical inference the first application of the bootstrapping algorithms suggested by simar and wilson 2003 is conducted the study concludes that the unemployment rate access to health care services adult education and living infrastructures are determinants of school efficiency the differences between the coast and the interior of portugal seem to be more relevant as far as school efficiency is

productivity change and its determinants among leading mobile operators in europe the european mobile telecommunications industry has seen increased competition and market saturation in recent years so improving productivity will become crucially important for mobile operators in the near future this study adopts a bootstrap malmquist index approach to estimate productivity change among a sample of 23 of europe s leading mobile operators over the 2008 to 2009 period using a second stage regression this article also analyses the determinants of productivity changes in terms of regulation competition and ownership structure the results show that mobile companies operating in countries that have recently joined the eu have a positive association with productivity change in contrast to their counterparts in south east europe concerning market competition the leading mobile operators that experience higher productivity changes operate in more concentrated markets the results also indicate that international mobile operators perform better in terms of productivity change than their

voting on the environment price or ideology evidence from swiss referendums studies on preferences for environmental quality usually posit that price and income explain most of the observed choices however we argue that conceptions of social norms and the common good are equally important when analyzing environmental voting outcomes and are a significant component of the environmental demand we study aggregate results of three ballot proposals in switzerland put to vote in the year 2000 which foresaw different tax schemes on fossil energy all three bills were rejected by the electorate we are able to show that regions with producer interests car commuting habits and elderly population are less supportive of ecological tax reforms unlike higher education and leftist political affinity that work in favor of the bills though more importantly our results underline the importance of including variables pertaining to the notion of ideology both in terms of statistical fit and obtaining unbiased estimates for price and income determinants

cost and learning efficiency drivers in australian schools a two stage network dea approach this article explore performance issues in australian public schools using a two stage dea network model which accounts simultaneously for both cost and learning efficiency levels in the cost efficiency stage different types of expenses and investments are employed to support a given number of students teachers and administrative staff in the learning efficiency stage these groups of individuals help to produce important outputs related to performance in student tests and school rankings results indicate that australian public schools are heterogeneous policy implications are also discussed

innovation and corporate growth in the evolution of the drug industry abstract this work studies the processes of growth of the worlds top 150 pharmaceutical firms on the grounds of an original database which also allows disaggregate analysis at the level of single therapeutical classes and chemical entities our findings show that the industry whose long term evolution is driven by innovation imitation and permanent creation of new markets displays i fat tails in the distribution of growth shocks present at all levels of aggregation with relatively rare big spurs of growth ii a significant autocorrelation of growth rates iii a fall of variance of growth rates with size entirely dependent on corporate diversification patterns in turn plausibly shaped by the competence scope of each firm and iv different lifecycles of diverse types of products and persistent forms of heterogeneity across firms in terms of innovative output which however do not not seem to affect comparative growth performances

what does it take to sell environmental policy an empirical analysis of referendum data we analyze the factors that influence the support for environmental policy proposals swiss referendum data show that proposals obtain more yes votes if they do not restrict consumption possibilities directly if they are endorsed by the largest business association if environmental preferences are strong and economic conditions are favorable at the time of the referendum also there are more pro environmental votes in cantons with higher population density on the other hand yes votes do not seem to depend on whether a proposal involves a tax or not

does firm size matter evidence on the impact of liquidity constraints on firm investment behavior in germany abstract this paper examines the link between liquidity constraints and investment behavior for german firms of different sizes from 1970 to 1986 results indicate that medium sized firms appear to be more liquidity constrained in their investment behavior than either the smallest or largest firms in the study suggesting that the unique german infrastructure designed to assist the small firm has indeed succeeded in alleviating to some degree such liquidity constraints findings also support the hypothesis that the emerging competition and internationalism which characterized the german financial markets in the 1980s have been improving access to capital for some groups of firms

an empirical study of the determinants of green party voting i empirically study the determinants of individuals green voting behavior for this i make use of three datasets from germany a panel dataset and two cross sectional datasets the empirically strongest determinants are the voters attitude or distance to nuclear sites the level of schooling and net income i show that those voters with deviant attitudes or alternative world views are more likely to vote green a result of the fact that the green party has always had the position of a protest party i find little role for demographic variables like gender marital status or the number of children this is in contrast to the stated preference literature age plays a role for explaining voting behavior only insofar as it proxies for health

sunk costs firm size and firm growth for several decades the conventional wisdom has been that expected firm growth rates are independent of firm size a property known as gibrat s law however recent empirical work has found a negative relation between firm growth and firm size this paper provides a theoretical explanation for this negative relation in a model of new firm growth where capacity and technology choices involve some degree of sunkness additional empirical implications of the theory of sunk costs are also developed these relate to profit rates tobin s q exit rates degree of sunkness of capacity costs as well as size and growth rates copyright 1995 by blackwell publishing ltd

voting on open space what explains the appearance and support of municipal level open space conservation referenda in the united states abstract numerous communities in the united states have been willing to use public funds to protect open space the amount of money allocated for open space protection by local and state governments exceeds the budget of the largest federal land protection program in the u s the conservation reserve program this paper analyzes what types of municipalities hold open space referenda and the level of support for these referenda factors that increased the probability of a municipality holding an open space referendum from 2000 to 2004 were large population low population density rapid growth of the surrounding area and highly educated and environmentally concerned residents increases in median household income up to 100 000 increased the likelihood of a vote but further increases in income beyond 100 000 decreased the likelihood for municipalities holding an open space referendum factors that increased support for passage of the referendum were rapid growth low unemployment rates highly educated residents and no new taxes given high levels of support for open space referenda 76 of municipal level referenda held from 2000 through 2004 passed the spatial pattern of locally managed open space will be largely determined by the factors that affect referenda appearance on a municipal ballot this conclusion suggests that locally managed conservation hotspots will cluster around fast growing affluent communities with highly educated residents such hotspots may or may not align with overall conservation priorities non governmental and environmental organizations should focus efforts on helping communities in locally managed conservation coldspots secure open space

efficiency of educational production an analysis of new york school districts theoretical consideration of technical efficiency has existed since tjalling c koopmans 1951 which defined technical efficiency for production possibilities for which it is impossible to increase any output without simultaneously increasing any input the nonparametric approach to efficiency estimation is based not on this definition but rather on michael j farrell s 1957 index even after farrell efficiency is achieved there may exist additional slack in individual inputs implying that farrell efficiency doesn t measure inefficiency to solve this problem this paper suggests incorporating programming results into a second stage multivariate regression analysis for illustrative purposes this technique is applied to analyze new york state school districts copyright 1996 by mit press

payment vehicles for public goods evidence from california s proposition 21 proposition 21 on california s 2010 ballot concerned an annual surcharge on vehicles to support state parks proposition 21 failed leaving 25 of california state parks at risk of closure we analyze voting patterns which we show depend on the average gross price of the proposition political ideology environmental preferences the availability of substitutes and park salience we simulate counterfactual scenarios under which proposition 21 might have passed and use holdout samples to illustrate the predictive ability of our model heterogeneity across california makes our model potentially useful for predicting public sentiment for similar propositions even for jurisdictions without direct democracy

the role of firm characteristics in pharmaceutical product launches this paper examines the determinants of new pharmaceutical launches since 1980 in the g7 nations using discrete time hazard models despite the obvious incentive to amortize the large sunk costs of drug development over many markets entry occurs in only 4 of the opportunities the results indicate that firm characteristics such as domestic status and experience in the local market are important in explaining product launches in addition to market characteristics also the interaction between the innovating firm and target country is a critical component of profitability new drugs are 1 5 times more likely to be launched in markets that share a border or a language of a drug company s country of headquarters even for multinational firms the effect of competition depends on the characteristics of both the potential entrant and the incumbents domestic entrants prefer to compete with domestic incumbents although this is an industry with the potential for ubiquitous licensing and low transportation costs the specific match quality between the innovating firm and market conditions remains an important determinant of entry

the scope and organization of production firm dynamics over the learning curve i introduce a bayesian learning model of the firm to account for a variety of empirical facts about firms the many tasks the firm can undertake the scope of the firm are informationally related so that the firm can enjoy some economies of scope from information the model predicts changes in firm size and its comovement with firm scope that are broadly consistent with the empirical evidence it also provides an explanation for the limits to the scope of the firm the firm may lack information or it may be costly to communicate the information necessary to undertake many tasks