consumer research with big data applications from the food demand survey foods in three separate studies based on data from the food demand survey foods which has been conducted monthly for over three years this paper explores heterogeneity in preference across consumers in traditional demand systems heterogeneity in preferences over time in choice experiments and the tail of the distribution for a particular food consumption pattern vegetarianism results show that elasticities of demand for food at home and food away from home vary widely across different groups of consumers defined by a priori cluster analysis based on demographic and attitudinal variables results from a choice experiment are found to depend on when the experiment was conducted and on the market prices prevailing at the time of the survey given the large sample of consumers observed over time there is sufficient data to demographically characterize a small portion of the population vegetarians using traditional logit models and a machine learning method a classifications tree

gaitl a generalised version of the almost ideal and translog demand systems abstract ai and translog are popular models in empirical demand literature in this paper we present a generalised model gaitl which nests both and moreover the lewbel 1989 demand system estimation and statistical testing based on italian household data suggests rejection of both in favour of the gaitl also when demographic effects are considered

default probabilities for mortgages abstract models now exist for valuing the default option embedded in a mortgage implicitly these models generate all the information necessary to determine the probability of default in any possible situation economists and policymakers may find such default probabilities considerably more interesting than the nonobservable dollar value of the default option this paper provides the analytical procedure necessary to calculate such probabilities and presents a wide range of results the decision to terminate a mortgage results in the loss of the options to default or prepay in the future because of this consideration the price of a house must fall below the point of zero equity before a rational borrower defaults we provide evidence that even in the absence of transaction costs this value of delay results in substantial levels of negative equity being observed without default occurring in fact by not accounting for the value of delay most of the current empirical literature cited in this article substantially overestimates the role of transaction costs in the decision to default

consumer ruthlessness and mortgage default during the 2007 to 2009 housing bust from 2007 to 2009 u s house prices plunged and mortgage defaults surged while ostensibly consistent with widespread ruthless default analysis of detailed mortgage and house price data indicates that borrowers do not walk away until they are deeply underwater far deeper than traditional models predict the evidence suggests that lender recourse is not the major driver of this result we argue that emotional and behavioral factors play an important role in decisions to continue paying borrower reluctance to walk away implies that the moral hazard cost of default as a form of social insurance may be lower than suspected this article is protected by copyright all rights reserved

distributional effects of maize price increases in malawi abstractin the wake of highly volatile world prices of staple commodities we examine the impacts of increases in maize prices on various categories of households in malawi using household level data changes in household income are calculated taking into account the net maize production status of the household and food price elasticities estimated from a censored demand system while maize price increases have unequivocal deleterious effects on the incomes of urban households rural households experience differential impacts net producing households in rural areas benefit from price increases with households above the poverty line obtaining proportionally higher incomes

nesting the aids and translog demand systems this paper shows that there exists a relatively simple demand model that is consistent with utility maximization and has nested within it both the almost ideal demand system and translog models this model is exactly aggregated then estimated using aggregate u s demand data the results are used to test the relative adequacy of the almost ideal demand system and translog models copyright 1989 by economics department of the university of pennsylvania and the osaka university institute of social and economic research association

no news is good news stochastic parameters versus media coverage indices in demand models after food scares we develop a stochastic parameter approach to model the time varying impacts of food scares on consumption as an alternative to the inclusion of news coverage indices in the demand function we empirically test the methodology on data from four food scares the 1982 heptachlor milk contamination in oahu hawaii and the bovine spongiform encephalopathy and two escherichia coli scares on u s meat demand over the period 1993 9 results show that the inclusion of time varying parameters in demand models enables the capturing of the impact of food safety information and provides better short term forecasts

mortgage default during the u s mortgage crisis this paper asks which theories of mortgage default are quantitatively consistent with observations in the united states during 2002 2010 theoretical models are simulated for the observed time series of aggregate house prices their predictions are then compared to actual default rates on prime fixed rate mortgages an out of sample test discriminates between estimated reduced forms of the two most prominent theories the test reveals that the doubletrigger hypothesis attributing mortgage default to the joint occurrence of negative equity and a life event like unemployment outperforms a frictionless option theoretic default model based on this finding a structural partialequilibrium model with liquidity constraints and idiosyncratic unemployment shocks is presented to provide micro foundations for the double trigger hypothesis in this model borrowers with negative equity are more likely to default when they are unemployed and have low liquid wealth the model explains most of the observed strong rise in mortgage default rates a policy implication of the model is that subsidizing homeowners can mitigate a mortgage crisis at a lower cost than bailing out lenders

the housing boom and bust model meets evidence we build a model of the us economy with multiple aggregate shocks that generate fluctuations in equilibrium house prices through counterfactual experiments we study the housing boom bust around t

risk attitudes randomization to treatment and self selection into experiments randomization to treatment is fundamental to statistical control in the design of experiments however randomization implies some uncertainty about treatment condition and individuals differ in their preferences towards taking on risk since human subjects often volunteer for experiments or are allowed to drop out of the experiment at any time if they want to it is possible that the sample observed in an experiment might be biased because of the risk of randomization on the other hand the widespread use of a guaranteed show up fee that is non stochastic may generate sample selection biases of the opposite direction encouraging more risk averse samples into experiments we directly test these hypotheses that risk attitudes play a role in sample selection our results suggest that randomization bias does affect the overall level of risk aversion in the sample we observe but that it does not affect the demographic mix of risk attitudes in the sample we show that the common use of non stochastic show up fees can generate samples that are more risk averse than would otherwise have been observed

the producer welfare effects of trade liberalization when goods are perishable and habit forming the case of asparagus asparagus is a perishable highly seasonal crop we find that out of season imports of asparagus caused habit formation that increased demand in the u s growing seasons we find that habit effects offset about 64 of the welfare losses to u s asparagus producers from increased mexican imports under nafta and all of the u s producer welfare losses from increased peruvian imports under the andean trade preference act we estimate that the u s producer welfare losses from nafta are less than the annualized value of market loss assistance provided them in the 2008 farm bill jel classifications d12 f130 q17 q18

evaluating china s poverty alleviation program a regression discontinuity approach abstract this paper evaluates the impact of the 8 7 plan the second wave of china s poverty alleviation program on rural income growth at the county level over the program s disbursement period from 1994 to 2000 program participation was largely determined by whether a county s pre program income fell below a given poverty line hence a regression discontinuity approach is employed to estimate the causal effects of the program using a panel data set we find that the 8 7 plan resulted in an approximately 38 percent increase in rural income for counties that were treated between 1994 and 2000 our empirical results also suggest the important role of initial endowments in the path toward economic development

fruit and vegetable consumption patterns a segmentation approach in this article we study the heterogeneity of fruit and vegetable consumption patterns in france a finite mixture of aids models is used to describe food demand patterns revealing different preferences over distinct classes we obtained six different clusters which reflect specific socio demographic characteristics and different income and price elasticities this approach is appropriate for targeting specific public nutritional policies our main results show that unlike the other clusters in which the usual price and income policy tools may be used the lowest income cluster with the lowest consumption remains insensitive to economic variables

recourse and residential mortgage default evidence from us states we quantify the effect of recourse on default and find that recourse affects default by lowering the borrower s sensitivity to negative equity at the mean value of the default option for defaulted loans borrowers are 30 more likely to default in non recourse states furthermore for homes appraised at 500 000 to 750 000 borrowers are twice as likely to default in non recourse states we also find that defaults are more likely to occur through a lender friendly procedure such as a deed in lieu in states that allow deficiency judgments we find no evidence that mortgage interest rates are lower in recourse states the author 2011 published by oxford university press on behalf of the society for financial studies all rights reserved for permissions please e mail journals permissions oup com oxford university press

financial integration and liquidity crises this paper analyzes the effects of financial integration on the stability of the banking system financial integration allows banks in different regions to smooth local liquidity shocks by borrowing and lending on a world interbank market we show under which conditions financial integration induces banks to reduce their liquidity holdings and to shift their portfolios toward more profitable but less liquid investments integration helps reallocate liquidity when different banks are hit by uncorrelated shocks however when a correlated systemic shock hits the total liquid resources in the banking system are lower than in autarky therefore financial integration leads to more stable interbank interest rates in normal times but to larger interest rate spikes in crises these results hold in a setup in which financial integration is welfare improving from an ex ante point of view we also look at the model s implications for financial regulation and show that in a second best world financial integrati

native american obesity an economic model of the thrifty gene theory native american obesity is hypothesized to result from three potential causes 1 a genetic predisposition or the thrifty gene 2 a rational addiction to nutrients and 3 dietary adjustment costs these hypotheses are tested using a two stage household production approach and scanner data from a panel of native and non native supermarkets nutrient intake for both groups is strongly influenced by adjustment costs native americans tend to place higher implicit valuations on protein relative to fats and carbohydrates compared to non natives consequently reductions in real carbohydrate prices over time may be a cause of high incidence of native american obesity

quantifying the structure of food demand in china an econometric approach this article examines food demand structure and its dynamics for 11 commodities in urban china the analysis is based on household level expenditure survey data for two cross sectional surveys of chinese households pertaining to food expenditure patterns during 1995 and 2003 pre committed components of commodity demands that are insensitive to economic variables are explored we use the generalized quadratic almost ideal demand system gqaids for its empirical superiority to the generalized almost ideal demand system gaids and estimate the associated parameters via full information maximum likelihood procedure fiml accounting for endogeneity of total expenditures on food for home consumption fah we also use quality adjusted commodity unit values to control for quality differences resulting from commodity aggregation and food choice furthermore we derive gqaids elasticity formulas and estimate income elasticities without restrictions the results partially support the hypothesis that an average chinese household has incorporated elements of western diet fine grains into traditional chinese food diet over time moreover the outcome of a simple test developed here points to possible preference changes for a majority of food staples under study

towards sustainable consumption economic modelling of mobility and heating for austria abstract the paper focuses on economic modelling and empirical analysis of sustainable structures in private consumption and strives to extend conventional economic consumption models the model analysis of sustainable consumption in the areas heating and transport for austria attempts to depart from traditional measurement of consumption in national accounts and economic consumption models the focus of the analysis is laid on consumer services derived from a combination of stocks e g building stock transport systems and flows mainly energy this approach intends to illustrate that a concentration on flows in consumption models lacks important aspects of sustainable consumption the economic analysis of sustainable consumption patterns aims to highlight the effects related to the substitution of flows by stocks in the consumption areas transport and heating e g improvements in thermal quality of buildings more energy efficient transport systems relevant too in this respect is the role that can be played by technological innovation improvements in energy efficiency of stocks the potential for specific incentives to promote new technologies two essential factors are crucial in the context of sustainable consumption the demand shifts concerning the consumer services desired and the composition of the stock flow mix necessary for the service provision

the effects of a fat tax on french households purchases a nutritional approach this article assesses the effects of a fat tax on the nutrients purchased by french households across different income groups this is done by making a preliminary estimation of price elasticities using a complete demand system on household scanner data and by calculating nutrient elasticities using estimated price elasticities we find that a fat tax has small and ambiguous effects on nutrients purchased by french households and a slight effect on body weight in the short run with a greater effect in the long run such a tax generates substantial tax revenue but is highly regressive

a structural model of the analysis of retail market power the case of fluid milk we derive a structural model of firm behavior that is composed of the generalized quadratic almost ideal demand system to represent both consumers milk preferences and firm profit maximization conditions that allow for a range of competitive scenarios the importance of this specification is found in its fuller representation of consumer preferences as opposed to the linear approximate almost ideal demand system used in previous analyses we apply this structural framework to investigate retailer conduct in the sale of beverage milk in a u s market using product level data our lerner index estimates show that retailers are not perfectly competitive however this deviation is small copyright 2012 oxford university press

mortgage default in an estimated model of the u s housing market abstract this paper models the housing sector mortgages and endogenous default in a dsge setting with nominal and real rigidities we use data for the period 1981 2006 to estimate our model using bayesian techniques we analyze how an increase in risk in the mortgage market raises the default rate and spreads to the rest of the economy creating a recession in our model two shocks are well suited to replicate the subprime crisis and the great recession the mortgage risk shock and the housing demand shock next we use our estimated model to evaluate a policy that reduces the principal of underwater mortgages this policy is successful in stabilizing the mortgage market and makes all agents better off

leverage and the foreclosure crisis how much of the foreclosure crisis can be explained by the large number of high leverage mortgages originated during the housing boom in our model heterogeneous households select from mortgages with different down payments and choose whether to default given income and housing shocks the use of low down payment loans is initially limited by payment to income requirements but becomes unrestricted during the boom the model approximates key housing and mortgage market facts before and after the crisis a counterfactual experiment suggests that the increased number of high leverage loans originated prior to the crisis can explain over 60 percent of the rise in foreclosure rates

does food safety information impact u s meat demand a theoretical model of consumer response to publicized food safety information on meat demand is developed with an empirical application to u s meat consumption evidence is found for the existence of pre committed levels of consumption seasonal factors time trends and contemporaneous own and cross commodity food safety concerns the average demand response to food safety concerns is small especially in comparison to price effects and to previous estimates of health related issues this small average effect masks periods of significantly larger responses corresponding with prominent food safety events but these larger impacts are short lived with no apparent food safety lagged effects on food safety concerns in the united states have dramatically increased in the past decade with regard to incidences of contaminated meat products concerns have arisen because contaminated meat products can result in serious risk to the well being and health of consumers contamination comes from a myriad of sources including but not limited to outbreaks of listeria monocytogenes escherichia coli e coli and salmonella centers for disease control and prevention food safety problems are not isolated to the united states as other unsafe contaminates in meats have emerged across the world including highly publicized outbreaks of bovine spongiform encephalopathy bse in europe the potential impacts of publicized food safety events on consumer s demand for meat products in the united states include own effects on the demand for the contaminated meat involved as well as cross effects impacting the demand for other meats the objective of this article is to investigate whether publicized food safety concerns surrounding beef pork and poultry chicken and turkey have impacted meat consumption food safety indices are constructed separately for beef pork and poultry

policy implications of considering pre commitments in u s aggregate energy demand system abstract linear approximations of the generalized almost ideal demand system and almost ideal demand system for u s energy are compared to contrast the explicit inclusion and exclusion of pre committed consumption levels results indicate that pre commitment levels the quantity of a good that is consumed in the short run with little regard for price helps to better explain energy demand in the u s compared to the system that does not explicitly consider pre commitments policy implications are if pre commitments are a legitimate assumption larger price changes are necessary to achieve a given policy objective than if there are no pre commitments

gaids a generalised version of the almost ideal demand system abstract aids is a popular model in empirical demand literature in this paper a generalised version of aids gaids is presented estimated and statistically tested evidence from italian household data suggests rejection of aids also when demographic effects are considered

consumer welfare and climate change in greenland abstract this manuscript aims to assess the potential impact of climate change on consumer welfare in greenland an arctic economy that has been historically affected by climate variation three proxies for climate change i annual mass change anomaly of the ice cap ii annual temperature anomalies and iii annual heating degree days anomalies are used to test the hypothesis that climate is a potential determinant of consumer expenditure the quadratic almost ideal demand system in its original specification is used to test this hypothesis the empirical analysis supported by granger causality tests shows that the annual mass change anomaly of the ice cap is a statistically and economically significant determinant of consumption of non durable goods in greenland a counterfactual analysis predicts that climate change could have decreased the wealth of consumers with an aggregate cumulative social welfare loss of 2010 us 21 63 million between 2003 and 2017

a unified approach to incorporating demographic or other effects into demand systems a general method of introducing demographic effects into any demand system using modifying functions is described which permits complicated interactions of demographic variables with prices and expeditures theorems give properties the modifying functions must have to ensure integrability of the resulting system demand equations of the new system are given explicitly as functions of the original demand equations and the modifying functions the procedure is interpreted as altering a households technology and is shown to encompass adult equivalent scales and related methods examples of modifying functions are derived and applications of the technique to uses other than demographic variation are considered excerpt

incorporating demand shifters in the almost ideal demand system abstract intercepts of share equations generally include demand shift variables in the almost ideal demand system and related models this results in estimates that depend on units of measurement solutions to this problem are identified and discussed

should i default on my mortgage even if i can pay experimental evidence abstract we study strategic default in the laboratory i e in a controlled experiment subjects are initially endowed with a house and a mortgage we use neutral wording in the experiment and must decide at each period in which their mortgage is alive among three options making the mortgage payment selling the house or walking away from their house and defaulting on their mortgage at each point in time we can observe whether defaulters can afford to make the mortgage payment and thus directly compute the number of strategic defaulters subjects default in the right periods and quite fast learn what they should consume we find experimental support for the double trigger hypothesis individuals faced with low income and low house prices are more likely to default we observe that subjects default less than optimal and this decision is significantly affected by social norm concerns in the context of the experiment individuals under consume in the first periods of life they are cautious when indebted both introducing a 50 probability of recourse and a responsible homeowner reward are very effective in preventing default in the lab especially by individuals receiving a bad shock to income when house prices are low

the effect of unemployment on consumption an experimental analysis this paper reports on an experiment that investigates the apparently robust phenomenon of over sensitivity of consumption to current income using a particularly simple formulation we also investigate whether individuals correctly respond to their employment status we find that subjects over react our data enables us to investigate where this over sensitivity originates we conclude that economic agents differ in their ability to plan ahead and understand the dynamic process determining their employment status however agents seem able to respond appropriately to changes in the parameters governing their decision processes in that the comparative static predictions of the theory are largely confirmed

comparing heterogeneous consumption in u s and japanese meat and fish demand this article uses national quarterly data to conduct an empirical analysis of pre committed meat and fish demand by u s and japanese households using the generalized almost ideal demand system gaids pre committed demand represents the component of demand that is insensitive to both income and price adjustments u s consumers are found to hold significant positive pre committed demand for beef and pork while japanese consumers appear to possess significant positive pre committed demand for beef and fish this provides evidence to partially explain observed differences in japanese and u s consumer reactions to nonprice and nonincome effects in beef pork poultry and fish in addition based on inand out of sample performance the more general gaids is preferred to the almost ideal demand system aids for both the u s and japanese demand systems results lend to improved demand modeling efforts and more complete understanding of true market forces at hand in meat and fish markets for these culturally diverse consumer groups

accounting for risk aversion in repeated prisoners dilemma games an experimental test we apply experimental methods to study the role of risk aversion on players behavior in repeated prisoners dilemma games faced with quantitatively equal discount factors the most risk averse players will choose nash strategies more often in the presence of uncertainty than when future profits are discounted in a deterministic way overall we find that risk aversion relates negatively with the frequency of collusive outcomes

strategic loan defaults and coordination an experimental analysis this paper experimentally studies the impact of bank and borrower fundamentals on loan repayment we find that solvent borrowers are more likely to default strategically when the bank s expected strength is low although loan repayment is a pareto dominant nash equilibrium borrowers are also less likely to repay when other borrowers expected repayment capacity is low regardless of banks fundamentals we show that changes in expectations about bank and borrower fundamentals change the risk dominance properties of the borrowers coordination problem and that these changes subsequently explain strategic defaults for the individual borrower loss aversion and negative past experiences reduce repayment suggesting that bank failure can be contagious in times of distress