Does Probability Weighting Drive Lottery Preferences?

Abstract

We propose a test of the theory of skewness preferences. The probability weighting feature that is the basis of their theory relies on investors overweighting the probability of extreme, positive returns. The resulting investor preferences for positive skewness in return distributions will lead to excess demand, contemporaneous price premiums, and negative expected returns. We use the well-documented 52-week high bias as a method to truncate investors’ weighted probability of expected right-tail events. We find evidence supporting the theoretical framework of Barberis and Huang as the negative return premiums associated with positive skewness is driven almost entirely by stocks that are farther away from the their 52-week high. No negative premiums related to skewness are detected when stock prices are close to the 52-week high.     

Does Distributional Skewness Lead to Redistribution? Evidence from the United States

This paper presents time-series, cross-section, and historical evidence from the United States to test whether distributional skewness leads to the adoption of redistributive policies. On all accounts the theory performs poorly: we fail to find evidence either of a long-run stable relationship or of short-run causation between distributional skewness and redistribution in the time-series data; the cross-section data uncover no correlation between skewness and welfare spending or support of the Democratic Party; and analysis of the historical evidence shows that key changes in redistributive institutions in the United States were not preceded by increases in distributional skewness.     

The impact of award uncertainty on settlement negotiations

Legal disputes are often negotiated under the backdrop of an adjudicated award. While settlements are common, they are not universal. In this paper, we empirically explore how uncertainty in adjudicated awards impacts settlement negotiations. To do so, we develop an experimental design to test how increases in variance and positive skewness of the award distribution impact negotiations and settlement rates. We find increases in variance decrease settlement rates, while increases in skewness generally increases settlement rates. We also gather individual measures of risk aversion and prudence, and incorporate these measures into the analysis to test for heterogeneous treatment effects. Overall, our results suggest that highly variable adjudicated awards can contribute to the excess use of inefficient litigation, while more positively skewed awards can reduce the use of inefficient litigation.     

Asymmetric impact of relative price shocks in presence of trend inflation

This study examines whether skewness of cross-sectional distribution of relative price shocks has asymmetric impact on aggregate inflation. The empirical evidence from major economies suggests that the positively skewed shocks have different impact from that of negatively skewed shocks on aggregate inflation. In particular, the empirical results indicate that this asymmetry in the impact of relative price shocks mainly depends on the nature of trend that inflation exhibits for a given period. The crucial inference that emerges from the empirical findings is that the traditional approach of using a simple linear regression model, to examine the relationship between inflation and skewness in presence of trend inflation, is not appropriate as it may lead to misleading conclusions.     

Information Transmission Between NSE50 Spot and Derivative Platforms in India: An Empirical Study

In this study, we examine the information transmission process between spot, futures and options segments for the NIFTY 50 index. The data is used from 2003 to 2013. Empirical results show that the spot market leads the price discovery process followed by the futures market and then the options market. The spot market again leads in the volatility spillover process while options dominate the futures contracts. There is a univariate skewness spillover from spot as well as futures to the options platform. Further, long term bidirectional kurtosis spillover is observed between spot and futures with former playing a more dominant role.

     

Asymmetric signals and skewness

This paper develops a model for analyzing skewness in returns when an investor observes a novel skew-normally distributed signal about a risky asset's payoff. The equilibrium third moment increases with the signal's skewness, and its magnitude increases with the signal's noisiness. Using institutional ownership and market capitalization as proxies for information precision, we find that both proxies are significantly and negatively correlated with the future absolute third moment in firm returns in China. We show that these relations are mainly driven by the negative third moment. The two proxies are positively correlated with future skewness, which contradicts the corresponding relations found in the US. Our model can reconcile the opposite findings if the US evidence is driven by positive skewness. This paper suggests that it is more appropriate to forecast positive and negative skewness separately when using information-precision proxies.     

The association between the severity of chronic kidney disease and medical costs among patients with type 2 diabetes

Aims: Examine healthcare costs across chronic kidney disease (CKD) stages for US patients with type 2 diabetes (T2D).

Materials and methods: IQVIA Real World Data Adjudicated Claims linked electronic medical records and insurance claims from January 1, 2012 through March 31, 2017 were used for this retrospective study. Adults diagnosed with T2D and comorbid CKD were included. General linear models incorporating splines were constructed, and information from these regressions were used to inform the relationship between medical costs and CKD. Multivariable analyses controlled for patient characteristics, vital signs, general health, prior medication use, prior visit to specialists, index A1c, and year of index date.

Results: There were 6,645 individuals who met the study criteria. Results generally indicate sharp increases in annual total medical costs and non-drug medical costs in the 1?year post-period for patients with Stage 4 or 5 CKD (estimated glomerular filtration rate [eGFR]?≤?30?mL/min/1.73 m²) with each 1 point reduction in eGFR from 30 associated with an increase of $1,870 in all-cause total medical costs (p?<?0.0001) and $1,805 of all-cause non-drug medical costs (p?<?0.0001). Similarly, each point decline below 30?mL/min was associated annual cost increases of $1,701 for CKD-related total medical costs, $1,695 for CKD-related non-drug medical costs, $173 for diabetes-related medical costs, and $187 for diabetes-related non-drug medical costs (all p?<?0.0001).

Limitations: The investigation included only patients with medical insurance and laboratory test results, and results may not be generalizable to all T2D patients with CKD. The methodology allowed us to determine associations, not causation, and potential confounders, such as duration of diabetes, diet, exercise, or social support, could not be assessed.

Conclusions: Results indicate there are sharp and significant increases in medical costs among T2D patients with Stage 4 and 5 CKD compared to those with earlier stages of CKD.     

Neoclassical versus Frontier Production Models? Testing for the Skewness of Regression Residuals*

The empirical literature on production and cost functions is divided into two strands. The neoclassical approach concentrates on model parameters, while the frontier approach decomposes the disturbance term to a symmetric noise term and a positively skewed inefficiency term. We propose a theoretical justification for the skewness of the inefficiency term, arguing that this skewness is the key testable hypothesis of the frontier approach. We propose to test the regression residuals for skewness in order to distinguish the two competing approaches. Our test builds directly upon the asymmetry of regression residuals and does not require any prior distributional assumptions.     

Approaches to performance measurement in hedonic analysis: Price indexes for laptop computers in the 1990's

This paper estimates price indexes for laptop personal computers using hedonic methods and data taken from PC Magazine technical reviews. We use benchmark test results to construct a measure of system performance that encapsulates factors that have previously gone unmeasured, such as the interactions between hardware components. The resulting hedonic function is parsimonious yet has good explanatory power. A second approach to performance measurement is developed using a set of technical proxies that are shown to closely approximate the benchmark test scores, and are thus nearly perfectly equivalent in terms of resulting price index estimates. While not as parsimonious as a single performance measure, these proxies have the advantage of not requiring direct performance testing, and could thus be applied to larger data sets. Laptops were found to have declined in quality-adjusted price at an average rate of 40% per year for the period 1990-1998.     

Testing for PPP in developing countries using confirmatory analysis and different base countries: an application to Asian countries

Previous studies on PPP have tested either the null hypothesis of non-stationary or the null of a stationary real exchange rate and used the US as the base country and focused on industrialized countries. It has been argued that testing either null is insufficient to confirm the presence of PPP. It has also been noticed that the results are sensitive to the choices of the base country; for instance, the US versus Germany. In contrast to previous studies, this paper uses different unit root tests, confirmatory analysis, and different base countries to test PPP for a sample of developing countries in Asia during the current float. Overall, the results do not seem to be sensitive to the choice of the base country, and joint rejections are not present but joint non-rejections are far more common. Using Perron's test, which allows for a one-time break in the series, the results indicate evidence of stationarity for Indonesia, Korea, Malaysia and Thailand when the US is the base country. When Japan is the base country, evidence of stationarity is detected only for Indonesia.     

Nominal rigidities, skewness and inflation regimes

The menu-costs model developed by Ball and Mankiw (BM) [Ball, L., Mankiw, N.G., 1994. Asymmetric price adjustment and economic fluctuations. Economic Journal 104 (423), 247–261; Ball, L., Mankiw, N.G., 1995. Relative-Price Changes as Aggregate supply shocks. Quarterly Journal of Economics 110 (1), 161–193] predicts that inflation is positively related to the skewness of price changes distribution. We test this prediction in different inflationary contexts: Spain (1975–2002) and Argentina (1960–1989). We find a positive inflation–skewness relationship in both countries at low inflation, even though the mean annual inflation rates were very different: 2.2% for Spain and 23% for Argentina. Therefore, the threshold of low inflation under which the menu-costs model is suitable is determined endogenously, and it depends on the inflationary experience of each economy. In the higher inflation periods skewness is not significant. Finally, our results suggest that the menu-costs model is not suitable beyond certain threshold of inflation.     

Maximum entropy: a stochastic frontier approach for electricity distribution regulation

The literature on incentive-based regulation in the electricity sector indicates that the size of this sector in a country constrains the choice of frontier methods as well as the model specification itself to measure economic efficiency of regulated firms. The aim of this study is to propose a stochastic frontier approach with maximum entropy estimation, which is designed to extract information from limited and noisy data with minimal statements on the data generation process. Stochastic frontier analysis with generalized maximum entropy and data envelopment analysis—the latter one has been widely used by national regulators—are applied to a cross-section data on thirteen European electricity distribution companies. Technical efficiency scores and rankings of the distribution companies generated by both approaches are sensitive to model specification. Nevertheless, the stochastic frontier analysis with generalized maximum entropy results indicate that technical efficiency scores have similar distributional properties and these scores as well as the rankings of the companies are not very sensitive to the prior information. In general, the same electricity distribution companies are found to be in the highest and lowest efficient groups, reflecting weak sensitivity to the prior information considered in the estimation procedure.

     

Die Amplitude der österreichischen Konjunkturschwankungen im internationalen Vergleich

Summary Business cycles are considered to be milder in Austria than in other countries. This article tries to test if this view is correct. If it is correct it will investigate what are the factors dampening the amplitude of Austrian business cycles.It comes out in fact, that the fluctuations of global demand are considerably weaker in Austria than in almost all other industrialized countries. The amplitude of fluctuations of employment and prices is weaker as well but not that much so. Little evidence is found that Austria's better cyclical performance is due to superior discretionary policies. Rather the attempts to stabilize income and expectations in the long run may have contributed. Especially wages and disposable income stabilized private consumption, the evidence for a reduction of the amplitude of investment fluctuations via stabilizing entrepreneurs' expectations is much weaker. Strong evidence could be found that the fluctuations of the several components of demand compensate each other to a larger extent in Austria than elsewhere. The causes of the larger offset are not clear yet.An interesting sideproduct of this investigation is that the amplitudes of fluctuations and their patterns differ considerably from country to country. Policy can shape these patterns even if it is long-run policy and institutions rather than discretionary acts of fiscal and monetary policy. Especially price and quantity fluctuations are not alternatives. Good policy can dampen both at the same time.

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Der Autor dankt Univ.-Prof. Dr. Hans Seidel, Univ.-Doz. Dr. Karl Aiginger und den anonymen Gutachtern für wertvolle Anregungen und Verbesserungsvorschläge.     

The Effect of Education on the Timing of Marriage and First Birth in Pakistan

A rapid rise in women’s education levels, an increase in the age at marriage and an increase in the age at which they have their first child are key features of demographic transition in any country. Education is considered to be an essential component in this process because increases in educational attainment are likely to significantly affect both age at marriage and the duration between marriage and first birth - in particular increasing both the age at marriage and the time to first child. This paper uses individual level unit record data from Pakistan to examine the effect of education on the age at marriage and on the duration between marriage and first birth. We jointly estimate educational attainment, age at marriage and duration between marriage and first birth allowing for household level unobserved heterogeneity. We find that educational attainment increases the age at marriage but does not have a statistically significant effect on the duration between marriage and first birth. However, there is a threshold level of education that must be attained before educational attainment starts having an effect on the hazard of marriage.

     

Micro evidence on international patenting

Globalization, high growth rates in high-tech industries, growing emerging markets and harmonization of patent institutions across countries have stimulated patenting in foreign markets. We use a simple model of international patenting, where the decision to patent in a foreign country depends on country characteristics and the quality of the patented invention. With access to a detailed database on individual patents owned by small Swedish firms and inventors, we are able to estimate some of these relationships and test their validity. Our results indicate that the propensity to apply for international patent protection increases with indicators of the quality of the invention, technological rivalry and market size in the host market.     

Consequences of Economic Partnership Agreements between East and Southern African Countries and the EU for Inter- and Intra-regional Integration

Abstract

The European Union is currently negotiating Economic Partnership Agreements (EPAs) with six African, Caribbean and Pacific country groupings, aiming at establishing mutual free trade. This paper empirically assesses the impact of the EPAs on trade flows and government revenues for 22 East and Southern African countries and discusses implications for intra-regional integration. The results indicate that while moderate trade effects can be expected, relatively large budget effects are likely to occur in a number of these countries, exposing them to considerable structural and financial adjustment requirements. In addition, EPAs would strengthen the need to consolidate overlapping intra-regional integration schemes.     

Causality between income and emission: a country group-specific econometric analysis

Empirical studies of the Environmental Kuznets Curve (EKC) examine the presence or otherwise of an inverted U-shaped relationship between the level of pollution and the level of income. Customarily, in the diagram of EKC the level of income is shown on the horizontal axis and that of pollution on the vertical axis. Thus, it is presumed that the relationship between income and pollution is one of unidirectional causality with income causing environmental changes and not vice versa. The validity of this presumption is now being questioned. It is being asserted that the nature and direction of causality may vary from one country to the other. In this paper, we present the results of a study of income–CO₂ emission causality based on a Granger causality test to cross-country panel data on per capita income and the corresponding per capita CO₂ emission data. Briefly, our results indicate three different types of causality relationship holding for different country groups. For the developed country groups of North America and Western Europe (and also for Eastern Europe) the causality is found to run from emission to income. For the country groups of Central and South America, Oceania and Japan causality from income to emission is obtained. Finally, for the country groups of Asia and Africa the causality is found to be bi-directional. The regression equations estimated as part of the Granger causality test further suggest that for the country groups of North America and Western Europe the growth rate of emission has become stationary around a zero mean, and a shock in the growth rate of emission tends to generate a corresponding shock in the growth rate of income. In contrast, for the country groups of Central and South America, Oceania and Japan a shock in the income growth rate is likely to result in a corresponding shock in the growth rate of emission. Finally, causality being bi-directional for the country groups of Asia and Africa, the income and the emission growth rates seemed to reinforce each other.     

Losartan: a pharmacoeconomic review

Summary

The angiotensin II antagonist losartan has been clinically studied in several patient populations including type 2 diabetes mellitus (T2DM) with nephropathy, hypertension with left ventricular hypertrophy, and the elderly with heart failure. The aim of this paper is to provide a review of the health economic evaluations based on the clinical trial results of losartan.

In patients with T2DM and nephropathy, losartan was shown to be cost saving in 14 countries and the EU. Net cost savings per patient, after factoring in the drug cost of losartan, ranged from $56 and $5,149 over a 3.5 year time horizon. For the two countries with published lifetime projections, the US and Mexico, net cost savings per patient were $24,632 and $2,223, respectively.

In patients with hypertension and left ventricular hypertrophy, losartan as compared with atenolol was found to be cost effective in five countries and cost saving in one country. The incremental cost-effectiveness ratios ranged from $1,274 to $5,764 per quality-adjusted life year gained for four of the countries and was $1,083 per life-year gained in one country. The other country evaluation reported a $20 net cost saving per patient.

Pharmacoeconomic evaluations in other patient populations comparing losartan with the angiotensin-converting enzyme inhibitor captopril generally did not demonstrate differences in health economic outcomes.     

Does Age Exacerbate the Gender-Wage Gap? New Method and Evidence From Germany, 1984–2014

ABSTRACT

Given theoretical premises, the gender-wage gap adjusted for individual characteristics is likely to vary according to age. This study adapts John DiNardo, Nicole M. Fortin, and Thomas Lemieux's (1996) semi-parametric technique to disentangle year, cohort, and age effects in adjusted gender-wage gaps. The study relies on a long panel of data from the German Socio-Economic Panel (SOEP) covering 1984–2015. The results indicate that, in Germany, the gender-wage gap increases over a birth cohort's lifetime, including in the post-reproductive age for some birth cohorts. The results suggest that age and gender are overlapping handicaps in the labor market and call for a policy intervention.