equilibrium price dispersion with heterogeneous searchers abstract firms simultaneously set prices in a homogeneous product market where uninformed consumers search for price information some uninformed consumers are local searchers who visit only one seller whereas others search sequentially with an optimal reservation price equilibrium prices may follow a mixture distribution with clusters of high and low prices separated by a zero density gap when the exogenous reservation price of local searchers depart from that of the optimizing sequential searchers by a relatively small amount the presence of local searchers either has no effect on market outcomes or benefits all consumers a reduction in search cost sometimes leads to higher equilibrium prices

frictionless commerce a comparison of internet and conventional retailers there have been many claims that the internet represents a new nearly frictionless market our research empirically analyzes the characteristics of the internet as a channel for two categories of homogeneous products books and cds using a data set of over 8 500 price observations collected over a period of 15 months we compare pricing behavior at 41 internet and conventional retail outlets we find that prices on the internet are 9 16 lower than prices in conventional outlets depending on whether taxes shipping and shopping costs are included in the price additionally we find that internet retailers price adjustments over time are up to 100 times smaller than conventional retailers price adjustments presumably reflecting lower menu costs in internet channels we also find that levels of price dispersion depend importantly on the measures employed when we compare the prices posted by different internet retailers we find substantial dispersion internet retailer prices differ by an average of 33 for books and 25 for cds however when we weight these prices by proxies for market share we find dispersion is lower in internet channels than in conventional channels reflecting the dominance of certain heavily branded retailers we conclude that while there is lower friction in many dimensions of internet competition branding awareness and trust remain important sources of heterogeneity among internet retailers

farmers investment behavior an empirical assessment of two specifications of expectations the capital investment decision is modeled and two different assumptions about expectations are compared and tested using panel data for dutch dairy farms the utilization of panel data allowed to account for the possibility that the intercept in the function for capital varies over the farms the models are estimated using the generalized method of moments gmm for dynamic panel data the model based on static expectations fits the data well the results obtained from the rational expectations model are not consistent with the theory

stock returns implied volatility innovations and the asymmetric volatility phenomenon we study the dynamic relation between daily stock retums and daily innovations in optionderived implied volatilities by simultaneously analyzing innovations in index and firmlevel implied volatilities we distinguish between innovations in systematic and idiosyncratic volatility in an effort to better understand the asymmetric volatility phenomenon our results indicate that the relation between stock retums and innovations in systematic volatility idiosyncratic volatility is substantially negative near zero these results suggest that asymmetric volatility is primarily attributed to systematic market wide factors rather than aggregated firm level effects we also present evidence that supports our assumption that innovations in implied volatility are good proxies for innovations in expected stocic volatility

price setting in online markets does it click using a unique dataset of daily u s and u k price listings and the associated number of clicks for precisely defined goods from a major shopping platform we shed new light on how prices are set in online markets which have a number of special properties such as low search costs low costs of monitoring competitors prices and low costs of nominal price adjustment we document that although online prices are more flexible than offline prices they nevertheless exhibit relatively long spells of fixed prices large size and low synchronization of price changes considerable crosssectional dispersion and low sensitivity to predictable or unanticipated changes in demand conditions qualitatively these patterns are similar to those observed for offline prices a finding that suggests a need for more research on the sources of price rigidities and dispersion

day of the week effects and asset returns the number of empirical studies using daily stock returns is rapidly increasing researchers generally assume that the distribution of stock returns is identical for all days of the week a convenient statistical assumption but not a necessary condition of market equilibrium nevertheless there are reasons to suspect that the distribution of returns may vary according to the day of the week the most obvious is the impact of weekends on monday s return since monday s return is calculated over three instead of one calender day the mean and variance may well be higher on monday compared with any other daily return perhaps three times as large previous research has examined the daily distribution of stock returns for a monday effect while fama 1965 does not compare daily mean returns he does report that monday s variance is about 20o greater than other daily returns with a traditional distributional assumption regarding the returns on a financial asset specifies that the expected returns are identical for all days of the week contrary to this plausible assumption this paper discovers that the expected returns on common stocks and treasury bills are not constant across days of the week the most notable evidence is for monday s returns where the mean is unusually low or even negative several explanations of the results are investigated but none proves satisfactory aside from documenting significant day of the week effects the implications of the results for tests of market efficiency are examined while market adjusted returns continue to exhibit day of the week effects these effects are no longer concentrated on monday during the last year we have had many conversations with our colleagues throughout the professions we are particularly thankful to the participants at sessions of the western and american finance associations where preliminary versions of this paper were presented special thanks are due to gene fama gailen hite jon ingersoll robert jarrow merton miller clifford smith and rex thompson the expert research assistance of frank rabinovitch and youngsup yun is gratefully acknowledged 1 the list of papers using daily stock returns is too long to name recent examples include charest 1978 dodd 1980 banz 1981 and reinganum 1981

the ethiopian commodity exchange and spatial price dispersion abstract in this article we study the impact of an institutional intervention on market efficiency in ethiopia more specifically we analyze to what extent the ethiopian commodity exchange ecx in combination with regional warehouses have contributed to a reduction in price spreads between regional markets our hypothesis is that warehouses connected to the ecx reduce the dispersion between export prices and local retail prices in different coffee growing areas as well as the dispersion between export prices and local retail prices in different coffee growing areas by doing so the ecx has the potential to improve the market efficiency to identify the causal effect we combine retail price data with information on the gradual rollout of warehouses connected to the ecx from 2007 to 2012 our results suggest that when two markets both have access to an operating warehouse the average price spread is 0 86 1 78 etb lower than it is for markets where at least one part lacks warehouse access this is a substantial reduction considering that the average price spread over the full period is 3 33 etb the main results are robust to various econometric specifications and our analysis thus suggests that local warehouses connected to the ecx have indeed improved market efficiency

will digital technologies transform agriculture in developing countries mobile phones and the internet have significantly affected practically all sectors of the economy and agriculture is no exception building on a recent world bank flagship report this article introduces a concise framework for describing the main benefits from new information and communication technologies they promote greater inclusion in the broader economy raise efficiency by complementing other production factors and foster innovation by dramatically reducing transaction costs the article reviews the recent literature on corresponding technology impacts in the rural sector in developing countries digital technologies overcome information problems that hinder market access for many small scale farmers increase knowledge through new ways of providing extension services and they provide novel ways for improving agricultural supply chain management while there are many promising examples of positive impacts on rural livelihoods or digital dividends these have often not scaled up to the extent expected the main reason is that technology can always only address some but not all of the barriers faced by farmers in poorer countries

prices and price dispersion on the web evidence from the online book industry using data collected between august 1999 and january 2000 covering 399 books we examine pricing by thirty two online united states based bookstores at the aggregate level we find that both advertising and competitive structure had the predicted effects more competition led to lower prices and to lower price dispersion holding competitive structure constant more widely advertised items also had lower prices at the firm level we observe considerable heterogeneity in behavior firms had differentiated or attempted to differentiate on dimensions such as brand price and selection

returns and option activity over the option expiration week for s p 100 stocks abstract for s p 100 stocks we find that the weekly returns over option expiration oe weeks a month s third friday week tend to be high relative to 1 the third friday weekly returns of other stocks with less option activity 2 the own stock s other weekly returns 3 the risk based on asset pricing alphas for these same stocks a month s fourth friday weekly returns underperform modestly we suggest the following two avenues are likely partial contributors towards understanding these return patterns 1 delta hedge rebalancing by option market makers with a reduction in short stock hedge positions over the oe week and 2 declining risk perceptions over the oe week as measured by option derived implied volatilities our findings suggest option activity can induce reliable patterns in the weekly returns of option active large cap stocks

trading volume and asset liquidity since the depth and liquidity of a market depend on the entry decisions of all potential participants each trader assesses them according to conjectures about entry by others if trade is equally costly across markets this externality leads to the concentration of trade on one market if not it can produce multiple conjectural equilibria some where trade concentrates on one market and others where large traders resort to a separate market or to search for a trading partner while fragmentation is welfare reducing in the two market case no such ranking is possible if it involves off exchange search

platform competition in two sided markets many if not most markets with network externalities are two sided to succeed platforms in industries such as software portals and media payment systems and the internet must get both sides of the market on board accordingly platforms devote much attention to their business model that is to how they court each side while making money overall this paper builds a model of platform competition with two sided markets it unveils the determinants of price allocation and end user surplus for different governance structures profit maximizing platforms and not for profit joint undertakings and compares the outcomes with those under an integrated monopolist and a ramsey planner jel l5 l82 l86 l96

do call prices and the underlying stock always move in the same direction this article empirically analyzes some properties shared by all one dimensional diffusion option models using sp options are not redundant securities nor ideal hedging instruments puts and the underlying asset prices may go down together much of the extant knowledge about option pricing is based on the assumption that the underlying asset price follows a one dimensional diffusion process examples of such option pricing models include the classic black scholes 1973 merton 1973 the cox ross 1976 constant elasticity of variance the ones studied in derman and kani 1994 rubinstein 1994 bergman grundy and wiener 1996 bakshi cao and chen 1997 2000 and dumas fleming and whaley 1998 all models in the one dimensional diffusion class share three basic properties first call prices are monotonically increasing and put prices are monotonically decreasing in the underlying asset price the monotonicity property second as the underlying asset price is the sole source of uncertainty for all of its options option prices must be perfectly correlated with each other and with the underlying asset the perfect

aggregation without separability tests of the united states and mexican agricultural production data the generalized composite commodity theorem gcct and testing procedure is extended to test for consistent aggregation of the united states and mexican agricultural production data in each category for which earlier tests rejected homothetic separability nonrejected gcct and separability hypotheses provide empirical support for aggregating all the united states agricultural outputs into as few as two categories crops and livestock mexican agricultural outputs also can be aggregated into as few as two categories support for aggregating all outputs into a single category is ambiguous in both countries and is only provided by the gcct

inflation price competition and consumer search technology abstract this paper studies an s s pricing model in the presence of inflation and price competition in search markets i present a model in which consumers search technologies can influence firms price setting price dispersion and the market structure the result obtained shows that although price competition among firms is intensified in markets where consumers search technologies are more efficient price inflation is counter intuitively more likely to increase the monopoly power and stimulate entry of firms in these markets the model also provides new empirical implications for firms price setting behaviors

the determinants of asymmetric volatility volatility in equity markets is asymmetric contemporaneous return and conditional return volatility are negatively correlated in this article i develop an asymmetric volatility model where dividend growth and dividend volatility are the two state variables of the economy the model allows both the leverage effect and the volatility feedback effect the two popular explanations of asymmetry the model is estimated by the simulated method of moments i find that both the leverage effect and volatility feedback are important determinants of asymmetric volatility and volatility feedback is significant both statistically and economically the relationship between stock price and its volatility has long interested financial researchers empirically returns and conditional variance of next period s returns are negatively correlated that is negative positive returns are generally associated with upward downward revisions of the conditional volatility this empirical phenomenon is often referred to as asymmetric volatility in the literature see engle and ng 1993 zakoian 1994 and wu and xiao 1999 the presence of asymmetric volatility is most apparent during stock market crashes when a large decline in stock price is associated with a significant increase in market volatility formal econometric models have been developed by researchers to capture asymmetric volatility for example asymmetric arch models of nelson 1991 and glosten jagannathan and runkle 1993 have been found to significantly outperform their counterparts that do not accommodate the asymmetry moreover continuous time stochastic volatility models generally produce estimates of a negative correlation between return and return volatility bakshi cao and chen 1997 and bates 1997 for a review of the literature on asymmetric volatility see bekaert

anomalies or illusions evidence from stock markets in eighteen countries abstract this paper examines five seasonal patterns in stock markets of eighteen countries the weekend turn of the month end of december monthly and friday the thirteenth effects we find a daily seasonal in nearly all the countries but a weekend effect in only nine countries interestingly the daily seasonal largely disappears in the 1980s the last trading day of the month has large returns and low variance in most countries many countries have large december pre holiday and inter holiday returns the january returns are large in most countries and a significant monthly seasonal exists in ten countries

a statistical model of speculative bubbles with applications to the stock markets of the united states japan and china it is common knowledge that the more prices deviate from fundamentals the more likely it is for prices to reverse taking this into account we propose a simple statistical model to identify speculative bubbles in financial markets through the estimates of the time varying parameters including transition probabilities we can identify when and how newly born bubbles grow and burst over time the model can be estimated by recursive computations which require a huge storage capacity for standard computers for this reason we introduce an approximation in the computation maintaining the recursive nature of our estimation technique we then apply this model to the stock markets of the united states japan and china estimate its parameters and the probabilities of a bubble crash and obtain several interesting results the time series data of the stock price bubble show an inherently non stationary development and the probability of a bubble crash indeed increases as the stock price becomes too high or too low

lessons about markets from the internet many of us have grown used to tired of and finally downright skeptical of claims of the transformative powers of the internet it was to usher in the new economy but we seem mostly to have the old it would transform retail but toys r us has outlasted etoys frictionless commerce would be the norm but plenty of friction still exists the internet was also claimed to require a whole new economics with all new laws while this too was very far from the truth existing theories have mostly done quite well the internet has had a substantial effect on economic thought in this paper we discuss some ways in which the internet has affected how economists think about markets

is there a monthly effect in stock market returns evidence from foreign countries abstract in a recent paper ariel documents a monthly pattern for u s stock market returns our paper examines this pattern of returns in four other countries we find only weak evidence supporting this phenomenom in these foreign markets just one country exhibits a significant seasonal consistent with ariel s work however we do find stronger evidence of a last day of the month effect in addition there is evidence of a country unique monthly pattern i e one that is not consistent with the u s pattern

chicken and egg competition among intermediation service providers we analyze a model of imperfect price competition between intermediation service providers we insist on features that are relevant for informational intermediation via the internet the presence of indirect network externalities the possibility of using the nonexclusive services of several intermediaries and the widespread practice of price discrimination based on users identity and on usage efficient market structures emerge in equilibrium as well as some specific form of inefficient structures intermediaries have incentives to propose non exclusive services as this moderates competition and allows them to exert market power we analyze in detail the pricing and business strategies followed by intermediation services providers copyright 2003 by the rand corporation

price dispersion in the lab and on the internet theory and evidence price dispersion is ubiquitous in settings that closely approximate textbook bertrand competition we show that only a little bounded rationality among sellers is needed to rationalize such dispersion a variety of statistical tests based on datasets from two independent laboratory experiments and structural estimates of the parameters of our models suggest that bounded rationality based theories of price dispersion organize the data remarkably well evidence is also presented to suggest that the models are consistent with data from a leading internet price comparison site

investigating the behavior and characteristics of the madrid stock exchange abstract this study examines the efficiency and characteristics of the nine major indexes of the madrid stock exchange from 1941 through 1992 the findings do not support weak form efficiency among the general bank construction investment metal working and chemical indexes results of the utility food and communications index tests are not consistent

low cost airlines and online price dispersion abstract this paper presents a new form of online pricing tactic where airlines post at the same time and for the same flight fares in different currencies that violate the law of one price unexpectedly for an online market price dispersion may be accompanied by a hidden discount that tends to persist in the period preceding a flight s departure the econometric analysis reveals that airlines post dispersive fares in less competitive routes with more heterogeneous demand furthermore temporal persistence of intra firm fare dispersion suggests that it is an equilibrium phenomenon engendered by the airlines need to manage stochastic demand conditions for a specific flight

holiday effects and stock returns further evidence this paper provides further evidence of the holiday effect in stock returns and additional insight into the effect this paper reports abnormally high returns on the trading day before holidays in all three of the major stock markets in the u s the nyse amex and nasdaq the holiday effect is also present in the u k and japanese stock markets even though each country has different holidays and institutional arrangements this study finds that the holiday effects in the u k and japanese stock markets are independent of the holiday effect in the u s stock market unlike the other seasonal patterns in stock returns such as january and weekend effects this investigation of size decile portfolios shows that the size effect is not present in mean returns on preholidays

business to business electronic commerce just as the industrial revolution mechanized the manufacturing functions of firms the information revolution is automating their merchant functions four types of potential productivity gains are expected from business to business b2b electronic commerce cost efficiencies from automation of transactions potential advantages of new market intermediaries consolidation of demand and supply through organized exchanges and changes in the extent of vertical integration of firms the article examines the characteristics of b2b online intermediaries including categories of goods traded market mechanisms employed and ownership arrangements and considers the market structure of b2b e commerce

dynamic and static behaviour with respect to energy use and investment of dutch greenhouse firms dutch greenhouse horticulture firms are energy intensive and major emitters of greenhouse gases this paper develops a theoretically consistent model that is able to describe the greenhouse firms behaviour regarding energy use and investments in energy technology the behaviour of the firm is modelled using a combination of a dynamic cost function and a static profit function framework the optimal quantity of energy is derived from the link between these two functions the model is applied to a panel of 97 dutch greenhouse firms over the period 2001 2008 the results show that most dutch greenhouse firms shift from being net electricity users to net electricity producers in the long term investing in energy capital contributes to reducing net energy use however it increases the quantity of carbon dioxide emissions due to an increase in electricity production a 1 increase of the price of gas reduces carbon dioxide emissions by 1 6

a further investigation of the weekend effect in stock returns this study uses a longer time period and additional stocks to further investigate the weekend effect we find consistently negative monday returns 1 for the s p composite as early as 1928 2 for exchange traded stocks of firms of all sizes and 3 for actively traded over the counter otc stocks the otc results are based on bid prices and therefore appear to reject specialist related explanations for the 30 individual stocks of the dow jones industrial index the average correlation between friday and monday returns is positive and the highest of all pairs of successive days the latter finding is inconsistent with fairly general measurement error explanations some of the most puzzling empirical findings reported in recent years indicate that the distribution of common stock returns varies by day of the week most notably the average return for monday close friday to close monday is significantly negative cross 3 and french 6 find negative monday returns using the standard and poor s composite index and gibbons and hess 7 find negative monday returns for the 30 individual stocks of the dow jones industrial index 1 this negative monday return or weekend effect has yet to be explained this study undertakes a further investigation of the weekend effect in stock returns we examine additional time periods extending the total period covered to 55 years we examine additional stocks such as those of small low capitalization firms and those traded over the counter in all cases the data exhibit a weekend effect that is at least as strong as that reported in previous studies the study also readdresses potential explanations for the effect such as measurement error but concludes that none of these explanations is satisfactory the first section presents a history of the weekend effect from 1928 through 1982 based on the standard and poor s composite index we essentially double the length of the period beginning in 1953 examined by french 6 the results indicate consistently negative monday returns throughout the 55 year period during much of the 25 year period from 1928 through 1952 the new york stock exchange was open on saturdays so monday s return is then computed from saturday s close to monday s close 2 these returns for one day weekends are consistently negative and not significantly different from the two day weekend

the relation between implied and realized volatility abstract previous research finds the volatility implied by s p 100 index option prices to be a biased and inefficient forecast of future volatility and to contain little or no incremental information beyond that in past realized volatility in contrast we find that implied volatility outperforms past volatility in forecasting future volatility and even subsumes the information content of past volatility in some of our specifications our results differ from previous studies because we use longer time series and nonoverlapping data a regime shift around the october 1987 crash explains why implied volatility is more biased in previous work

forecasting stock return variance toward an understanding of stochastic implied volatilities we examine the behavior of measured variances from the options market and the underlying stock market under the joint hypotheses that markets are informationally efficient and that option prices are explained by a particular asset pricing model forecasts from time series models of the stockreturn process should not have predictive content given the market forecast as embodied in option prices both in sample and out of sample tests suggest that this hypothesis can be rejected using simulations we show that biases inherent in the procedure we use to imply variances cannot explain this result thus we provide evidence inconsistent with the orthogonality restrictions of option pricing models that assume that variance risk is unpriced these results also have implicationsfor optimal variance forecast rules

oligopolistic pricing with sequential consumer search n identical stores compete by choosing prices for a homogeneous good with constant marginal costs consumers search sequentially with perfect recall for the lowest price one class of consumers called shoppers have zero search costs while all other consumers have a positive search cost c there is a unique symmetric nash equilibrium price distribution with the property that it changes smoothly from marginal cost pricing when all consumers are shoppers and or c 0 and monopoly pricing when no consumers are shoppers remarkably as the number of stores increases the nash equilibrium becomes more monopolistic copyright 1989 by american economic association

structural models of dynamic factor demands with nonstatic expectations an empirical assessment of alternative expectations specifications until recently little literature existed on incorporation of nonstatic price and output expectations into empirically implementable factor demand models for example the vast literature on flexible functional forms is almost completely characterized by static expectations on prices and output as well as instantaneous adjustment to desired levels of demand more recent studies have incorporated increasingly complex theoretical and econometric structures the literature along the lines of fuss 1976 and berndt fuss and waverman 1979 bfw incorporates endogenous determination of dynamic adjustment structure but retains a static expectations assumption on the other hand most current rational expectations models following the lead of thomas sargent and robert lucas make very restrictive simplifying assumptions on the deterministic economic structure in order rigorously to specify the complex stochastic structure implied by the rational expectations assumption a thrid category of model represented by pindyck and rotemberg 1983 relies on an instrumental variable approach to ensure error orthogonality and hence consistency with the rational expectations assumption this procedure allows for a more complete structural specification but does not explicitly incorporate an expectations process this paper represents a step toward a synthesis of the structural and stochastic approaches to dynamic input demand modeling with emphasis on both theoretical foundations and empirical tractability in this approach approximations to rational expectations and certainty equivalence are used explicitly to incorporate anticipatory behavior of firms into the structural model of dynamic factor demands theoretically this is accomplished without sacrificing rich economic structure a structural factor demand model is developed which includes both stock relationships and expectations formation based on an explicit dynamic optimization framework empirically the focus is on avoiding complex stochastic structures that are of little use to most empirical researchers all of the expectational models are empirically straightforward to implement and yet incorporate the important theoretical and empirical structure required for detailed analysis of short and long run behavior two issues must be addressed to formalize and implement the model the

shrouded attributes consumer myopia and information suppression in competitive markets bayesian consumers infer that hidden add on prices e g the cost of ink for a printer are likely to be high prices if consumers are bayesian firms will not shroud information in equilibrium however shrouding may occur in an economy with some myopic or unaware consumers such shrouding creates an inefficiency which firms may have an incentive to eliminate by educating their competitors customers however if add ons have close substitutes a curse of debiasing arises and firms will not be able to profitably debias consumers by unshrouding add ons in equilibrium two kinds of exploitation coexist optimizing firms exploit myopic consumers through marketing schemes that shroud high priced add ons in turn sophisticated consumers exploit these marketing schemes it is not possible to profitably drive away the business of sophisticates it is also not possible to profitably lure either myopes or sophisticates to nonexploitative firms we show that informational shrouding flourishes even in highly competitive markets even in markets with costless advertising and even when the shrouding generates allocational inefficiencies

frictional goods markets theory and applications we analyse dynamic general equilibrium models with more or less directed search by informed buyers and random search by uninformed buyers this nests existing specifications and generates new insights a quantitative application concerns the welfare cost of inflation which is known to be quite high with pure random search and low with pure directed search our calibration implies the impact of inflation is fairly low in part because in addition to the usual costs it provides benefits by more heavily taxing high price sellers that inefficiently profit from exploiting the uninformed other applications analyse analytically and numerically changes in credit conditions and information

integrating agronomic principles into production function specification a dichotomy of growth inputs and facilitating inputs this article presents a general conceptual framework for integrating agronomic principles into economic production analysis we categorize inputs in crop production into growth inputs and facilitating inputs based on this dichotomy we specify an asymmetric production function the robustness of the asymmetric framework is tested using crop level panel data on potato production in the netherlands the test results do not reject the proposed framework and the asymmetric specification better represents the underlying production technology

the impact of trades on daily volatility this article proposes a trading based explanation for the asymmetric effect in daily volatility of individual stock returns previous studies propose two major hypotheses for this phenomenon leverage effect and time varying expected returns however leverage has no impact on asymmetric volatility at the daily frequency and moreover we observe asymmetric volatility for stocks with no leverage also expected returns may vary with the business cycle that is at a lower than daily frequency trading activity of contrarian and herding investors has a robust effect on the relationship between daily volatility and lagged return consistent with the predictions of the rational expectation models the non informational liquidity driven herding trades increase volatility following stock price declines and the informed contrarian trades reduce volatility following stock price increases the results are robust to different measures of volatility and trading activity jel c30 g11 g12 stock return volatility is fundamental to finance contingent claims pricing risk management asset allocation and market efficiency tests use volatility as a basic building block consequently volatility has been widely studied along several dimensions volatility clustering in financial data has been well documented and extensively modeled by the autoregressive conditional heteroskedasticity arch of engle 1982 and the generalized arch extension of bollerslev 1986 1 shiller 1981 leroy and porter 1981 roll 1984 1988 french and roll 1986 and cutler poterba and summers 1989 have all documented a significant amount of volatility that cannot be explained by changes in fundamentals and thus may be attributable to mispricing schwert 1989 has studied the variation in stock market volatility over time and has analyzed the

shifts in volatility driven by large stock market shocks abstract this paper presents an extension of the stochastic volatility model which allows for level shifts in volatility of stock market returns known as structural breaks these shifts are endogenously driven by large return shocks innovations reflecting large pieces of market news these shocks are identified from the data as being bigger in absolute terms than the values of two threshold parameters of the model one for the negative shocks and one for the positive shocks the model can be employed to investigate different sources of stock market volatility shifts driven by market news without relying on exogenous information in addition to this it has a number of interesting features which enable us to study the effects of large return shocks on future levels of market volatility the above properties of the model are shown based on a study for the us stock market volatility

asymmetric adjustment costs in non linear labour demand models for the netherlands and u k manufacturing sectors the costs of hiring a worker generally differ in size from the firing costs this article investigates optimal labour demand schedules for production and nonproduction workers of firms that operate under uncertainty and face asymmetric costs of adjusting their workforce in the empirical part generalised methods of moments gmm estimates of the structural parameters of the euler conditions for production and nonproduction workers are presented together with specification and structural stability tests using time series data of the netherlands and uk manufacturing sectors we find that asymmetric adjustment costs play an important role in the explanation of unbalanced labour demand between upward and downward movements of the business cycle moreover hiring costs exceed firing costs of production workers whereas firing costs exceed hiring costs of nonproduction workers

online shopping and platform design with ex ante registration requirements we study platform design in online markets in which buying involves a nonmonetary cost for consumers caused by privacy and security concerns firms decide whether to require registration at their website before consumers learn relevant product information we derive conditions under which a monopoly seller benefits from ex ante registration requirements and demonstrate that the profitability of registration requirements is increased when taking into account the prospect of future purchases or an informational value of consumer registration to the firm moreover we consider the effectiveness of discounts store credit as a means to influence the consumers registration decision finally we confirm the profitability of ex ante registration requirements in the presence of price competition the online appendix is available at https doi org 10 1287 mnsc 2016 2595 this paper was accepted by j miguel villas boas marketing

equilibrium price dispersion in retail markets for prescription drugs this study seeks to establish the empirical importance of price dispersion due to costly consumer search by examining retail prices for prescription drugs posted prices in two geographically distinct markets are shown to vary considerably across pharmacies within the same market even after one controls for variation due to pharmacy differences pharmacy heterogeneity accounts for at most one third of the observed price dispersion the empirical analysis hinges on the observation that consumers incentives to price shop depend on characteristics of the drug therapy cross sectional patterns in price distributions across drugs are consistent with the predictions of a search model prices for repeatedly purchased prescriptions for which the expected benefits of search are highest exhibit significant reductions in both dispersion and price cost margins

does option trading have a pervasive impact on underlying stock prices the question of whether and to what extent option trading impacts underlying stock prices has been a focus of intense interest since options began exchange based trading in 1973 despite considerable effort no convincing evidence for a pervasive impact has been produced a recent strand of theoretical literature predicts that rebalancing by traders who hedge their option positions increases decreases underlying stock return volatility when these traders have net written purchased option positions this paper tests this prediction and finds a statistically and economically significant negative relationship between stock return volatility and net purchased option positions of investors who are likely to hedge hence we provide the first evidence for a substantial and pervasive influence of option trading on stock prices

evidence on the effect of option expirations on stock prices 1987 evidence on the effect of option expirations on stock prices financial analysts journal vol 43 no 1 pp 55 57

extracting interaction created surplus abstract this paper demonstrates that the economic surplus which agents produce in bilateral interactions is extractable by an outside party having sufficient initial resources the third party achieves this outcome using a class of exclusive interaction contracts a basic extractability result is shown to be robust to several extensions competition among outside parties multiplicity of interacting agents and a dynamic extension with repeated opportunities to interact finally some connections with the economic intermediation literature are drawn journal of economic literature classification number c79

is it enough evidence from a natural experiment in india s agriculture markets access to information and communication technologies icts such as mobile phone networks is widely known to improve market efficiency in this paper we examine whether access to timely and accurate information provided through ict applications has any additional impact using a detailed data set from reuters market light rml a text message service in india that provides daily price information to market participants we find that this information reduces the geographic price dispersion of crops in rural communities by an average of 12 over and above access to mobile phone technology and other means of communication to identify the effect of information on price dispersion we exploit a natural experiment where bulk text messages were banned unexpectedly across india for 12 days in 2010 we find that besides reducing geographic price dispersion rml also increases the rate at which prices converge across india over time we discuss the implications of this for development organizations and informat

turn of month evaluations of liquid profits and stock returns a common explanation for the monthly and january effects this paper presents and tests a hypothesis that the standardization of payments in the united states at the turn of each calendar month generally induces a surge in stock returns at the turn of each calendar month the hypothesis also asserts that returns generally will be greater following the month of december and will vary inversely with the stringency of monetary policy empirical results using stock index returns for 19691986 support the hypothesis this analysis provides an explanation for the previously documented monthly effect in stock returns and a partial explanation for the january effect in a recent paper ariel 1987 documents an important empirical regularity in stock returns and terms it the monthly effect using value weighted and equally weighted daily stock index returns for the period 1963 1981 ariel shows that virtually all of the cumulative return on these indexes is realized on ten consecutive trading days of the calendar month beginning with the last trading day of the month and extending through the first nine trading days of the following month ariel considers various explanations for this phenomenon but none sufficed to explain the observed empirical regularity p 174 more recently lakonishok and smidt 1988 examine returns on the dow jones industrial average index for the period 1897 1986 and find that significant mean daily returns are realized consistently on only four consecutive trading days of the calendar month beginning with the last trading day of the month these trading days will henceforth be referred to as the turn of month trading days ariel s and lakonishok and smidt s tests indicate that the monthly effect is not merely another manifestation of the previously documented january effect rozeff and kinney 1976 first documented that average stock index returns in january are higher than in any other month keim 1983 and others find that the surge in january returns is largely confined to stocks of small firms and to the first few trading days in january branch 1977 and others have suggested that the surge in january returns is due to year end tax loss selling and subsequent repurchases in january studies by roll 1983 reinganum 1983 ritter 1988 and others provide evidence consistent with the tax loss selling

trading breaks and asymmetric information the option markets abstract we find that weekend holiday and overnight trading breaks generate excessive perceived risk in the option markets presumably due to asymmetric information which in turn encourages uninformed option traders to postpone trading this perceived risk subsides after two days accompanied by an increase in the option trading volume and the underlying index s actual price volatility these results shed light on the informational role of index options and suggest that the theoretical models results regarding information processing and price discovery in the presence of private information are not limited to single stocks but also apply to the market as a whole

dynamic factor demands and the effects of energy price shocks a dynamic model is used to understand how sharp changes in energy prices affect investment behavior employment and energy use the authors discuss the theory behind their model selection model specifications estimation methods and data list parameter estimates and elasticities for the selected model and describe the simulations they conclude that 1 the data strongly reject the hypothesis of constant returns to scale within their specification of aggregate production 2 the data indicate adjustment costs on labor are small and 3 their results help reconcile some of the conflicting estimates of energy demand elasticities appearing in recent literature 23 references 3 figures 3 tables

turn of month and pre holiday effects on stock returns some international evidence abstract this study examines turn of month and pre holiday effects on international markets turn of month effects are significant in canada the uk australia switzerland and west germany pre holiday effects are significant in canada japan hong kong and australia the absence of these effects in certain markets suggests that they originate from country specific institutional practices all countries exhibiting pre holiday effects do so before local holidays only hong kong does so before us holidays this reinforces the conclusion that such anomalies are not generated solely by american institutions

internet job search and unemployment durations after decades of stability the technologies used by workers to locate new jobs began to change rapidly with the diffusion of internet access in the late 1990 s which types of persons incorporated the internet into their job search strategy and did searching for work on line help these workers find new jobs faster we address these questions using measures of internet job search derived from the december 1998 and august 2000 cps computer and internet supplements matched with job search outcomes from subsequent cps files we find that internet searchers are positively selected on observables but negatively selected on unobservables a beneficial unemployment duration reducing causal effect of internet job search is consistent with our estimates only if negative selection on unobservables is especially strong in other words only if the population of on line resumes is strongly adversely selected

the week end effect in common stock returns the international evidence this paper examines the daily stock market returns for four foreign countries we find a so called week end effect in each country in addition the lowest mean returns for the japanese and australian stock markets occur on tuesday the remainder of the paper answers four questions are seasonal patterns in foreign stock markets independent of those previously reported in the u s do japan and australia exhibit a seasonal one day out of phase due to different time zones do settlement procedures across countries bias week end effects does the seasonal pattern in foreign exchange offset the week end effect in stocks for americans investing overseas some of the most anomalous empirical findings in finance are associated with the sample distributions of daily common stock returns cross 1 french 2 gibbons and hess 3 and keim and stambaugh 4 have documented that the average return on friday is abnormally high and the average return on monday is abnormally low to our knowledge this so called day of the week effect or week end effect has yet to be explained because this anomaly has been reported primarily for u s stock returns it is appropriate to investigate whether similar results occur for other countries positive findings would strongly support the proposition that the weekly seasonal effect is a general world wide phenomenon rather than the result of a special type of institutional arrangement in the u s to shed more light on this proposition our paper examines stock market returns in the u k japan canada and australia since we find a week end effect in each country we can examine a set of interesting questions for example are these seasonals independent of the previously reported seasonal in the u s due to different time zones do far eastern countries exhibit a seasonal one day out of phase do different settlement procedures across countries influence weekend effects does the seasonal in foreign exchange fluctuations see mcfarland pettit and sung 7 and levi 6 offset the week end effect in stock market returns for americans investing overseas

price price dispersion and number of sellers at a low entry cost shopbot abstract shopbots function as market intermediaries by providing unprecedented quantities of information to buyers and sellers this paper explores the role of market structure across shopbot mediated markets using an unbalanced panel of 399 digital camera models it extends prior work by using an ultra low entry cost site additionally allowing controls for life cycle and popularity effects we find a robust negative relationship between seller number and price which persists even as markets become crowded with sellers the results are capable of either an scp or a carlson mcafee heterogeneous cost interpretation but observed entry behaviour here is consistent with the latter

stock price clustering on option expiration dates abstract this paper presents striking evidence that option trading changes the prices of underlying stocks in particular we show that on expiration dates the closing prices of stocks with listed options cluster at option strike prices on each expiration date the returns of optionable stocks are altered by an average of at least 16 5 basis points which translates into aggregate market capitalization shifts on the order of 9 billion we provide evidence that hedge rebalancing by option market makers and stock price manipulation by firm proprietary traders contribute to the clustering

pricing of long dated commodity derivatives do stochastic interest rates matter abstract does modelling stochastic interest rates beyond stochastic volatility improve pricing performance on long dated commodity derivatives to answer this question we consider futures price models for commodity derivatives that allow for stochastic volatility and stochastic interest rates and a correlation structure between the underlying variables we examine the empirical pricing performance of these models on pricing long dated crude oil derivatives estimating the model parameters from historical crude oil futures prices and option prices we find that stochastic interest rate models improve pricing performance on long dated crude oil derivatives when the interest rate volatility is relatively high furthermore increasing the model dimensionality does not tend to improve the pricing performance on long dated crude oil option prices but it matters for long dated futures prices we also find empirical evidence for a negative correlation between crude oil futures prices and interest rates that contributes to improving fit to long dated crude oil option prices

the impact of sales taxation on internet commerce an empirical analysis abstract this paper examines how sales taxation on internet purchases could affect the decision to buy goods over the internet the results appear robust with respect to unobserved technological sophistication or other alternative explanations the tax effect is found to be significant and its magnitude suggests that applying a provincial average sales tax of 14 to all internet sales in canada would reduce the number of online buyers by as much as 44

energy productivity growth in the dutch greenhouse industry profitability of dutch greenhouse firms is largely dependent on energy costs and policy makers focus on reducing the use of energy by these firms this article uses russell measures of te to develop indicators of energy productivity growth results show that energy productivity grew by 2 8 annually in the period 1976 95 with technical progress being the key factor driving the process of productivity growth from this we conclude that policies aiming at enhancing the adoption of technological innovations are more effective if due attention is paid to measures for improving te

pinning in the s p 500 futures abstract we show that standard poor s s p 500 futures are pulled toward the at the money strike price on days when serial options on the s p 500 futures expire pinning and are pushed away from the cost of carry adjusted at the money strike price right before the expiration of options on the s p 500 index anti cross pinning these effects are driven by the interplay of market makers rebalancing of delta hedges due to the time decay of those hedges as well as in response to reselling and early exercise of in the money options by individual investors the associated shift in notional futures value is at least 115 million per expiration day

getting prices right the impact of the market information service in uganda the market information service project in uganda collected data on prices for the main agricultural commodities in major market centers and disseminated the information through local fmradio stations in various districts exploiting the variation across space between households with and without access to a radio we find evidence suggesting that better informed farmers managed to bargain for higher farm gate prices on their surplus production

market structure and market performance in e commerce we investigate the effect of market structure on market performance in the market for consumer electronics we exploit product life cycle information to build an instrumental variable for the number of firms in a market a variable which hitherto had to be treated as exogenous in comparable studies on seller behavior in e commerce we combine data from austria s largest online site for price comparisons with retail data on wholesale prices provided by a major hardware producer for consumer electronics we observe input prices of firms and all their moves in the entry and the pricing game using this information for 70 digital cameras we generate instrumenting is particularly important for estimating the effect of competition on the markup of the price leader

information gatekeepers on the internet and the competitiveness of homogeneous product markets we examine the equilibrium interaction between a market for price information controlled by a gatekeeper and the homogenous product market it serves the gatekeeper charges fees to firms that advertise prices on its internet site and to consumers who access the list of advertised prices gatekeeper profits are maximized in an equilibrium where a the product market exhibits price dispersion b access fees are sufficiently low that all consumers subscribe c advertising fees exceed socially optimal levels thus inducing partial firm participation and d advertised prices are below unadvertised prices introducing the market for information has ambiguous social welfare effects

investment in u s agriculture resource adjustment problems in u s agriculture are motivated against the background of the farm problem the adjustment cost hypothesis is invoked to specify and estimate consistently a system of dynamic investment demand and output supply equations by utilizing recent advances in dynamic duality theory the investment demand equations assume the form of a multivariate flexible accelerator results indicate that labor capital services and land exhibited quasi fixity while intermediate materials were a variable factor this can be construed as a form of asset fixity within aggregate u s agriculture the univariate flexible accelerator hypothesis is rejected

supply response and investment in the canadian food processing industry this paper reports on the estimation of a dynamic model of the food manufacturing industry in canada its major objectives are to analyze the determinants of investments and the production structure of the industry an important finding of the study is that the hypothesis of instantaneous capital adjustment to changing market conditions is statistically rejected capital stock adjustment to optimal levels takes approximately two and one third years another result is that although the industry is responsive to price changes a general pattern of inelastic factor demand and output supply prevails in the short run intermediate run and even in the long run

the winner s curse reserve prices and endogenous entry empirical insights from ebay auctions internet auctions have recently gained widespread popularity and are one of the most successful forms of electronic commerce we examine a unique data set of ebay coin auctions to explore the determinants of bidder and seller behavior we begin by documenting a number of empirical regularities in our data set of ebay auctions next we specify and estimate a structural econometric model of bidding on ebay using our parameter estimates from this model we measure the extent of the winner s curse and simulate seller revenue under different reserve prices