A solution to log of dependent variables with negative observations

Journal of Productivity Analysis - Negative observations pose a problem in econometric models that apply log-transformation to the data. We propose a simple yet effective solution to this problem...     

Price dispersion and optimal price categories with limited memory consumers

In this paper, we study consumers with limited memory and examine the effects of their price categorization on the pricing strategies of competing firms. The valuations of consumers are assumed to be heterogeneous. We find that it is possible to observe price dispersion even when each firm charges a single price if the consumers categorize prices non‐optimally. Moreover, we demonstrate that the likelihood of a price dispersion outcome is reduced when consumers with limited memory set up the price categories optimally. These findings suggest that the consumers' limited memory and their sub‐optimal behavior, that is, their inability to choose price categories optimally can be a reason for observed price dispersion.     

Battese-coelli estimator with endogenous regressors

We provide a framework for dealing with the endogeneity problem in the Battese-Coelli estimator for productive efficiency measurement.     

A conduct parameter model of price discrimination

We consider a conduct parameter model where firms price discriminate based on the consumers’ willingness to pay. For any conduct, the average price is invariant to the extent of price discrimination. Moreover, when the number of prices goes to infinity, there is a linear relationship between market power, measured by conduct, and range of offered prices. Hence, when the firms face competition, some of the high valuation customers are charged below their valuations, which contrasts with perfect price discrimination results for a monopoly.     

Estimation of market power in the presence of firm level inefficiencies

“The quiet life hypothesis” (QLH) by Hicks (1935) argues that, due to management’s subjective cost of reaching optimal profits, firms use their market power to allow inefficient allocation of resources. Increasing competitive pressure is therefore likely to force management to work harder to reach optimal profits. Another hypothesis, which also relates market power to efficiency is “the efficient structure hypothesis” (ESH) by Demsetz (1973). ESH argues that firms with superior efficiencies or technologies have lower costs and therefore higher profits. These firms are assumed to gain larger market shares which lead to higher concentration. Ignoring the efficiency levels of the firms in a market power model might cause both estimation and interpretation problems. Unfortunately, the literature on market power measurement largely ignores this relationship. In the context of a dynamic setting, we estimate the market power of US airlines in two city-pairs by both allowing inefficiencies of the firms and not allowing inefficiencies of the firms. Using industry level cost data, we estimate the cost function parameters and time-varying efficiencies. An instrumental variables version of the square root Kalman filter is used to estimate time-varying conduct parameters.     

Endogeneity in panel stochastic frontier models: an application to the Japanese cotton spinning industry

We present a panel stochastic frontier model that handles the endogeneity problem. This model can treat the endogeneity of both frontier and inefficiency variables. We apply our method to examine the technical efficiency of Japanese cotton spinning industry. Our results indicate that market concentration is endogenous, and when its endogeneity is properly handled, it has a larger negative impact on the technical efficiency of cotton spinning plants. We find that the exogenous model substantially overestimates efficiency in concentrated markets.     

Estimating market power using a composed error model

We present a maximum likelihood based composed error model to estimate market powers of firms. In our model, the stochastic part of the supply relation includes two random components: the conventional two‐sided error term and a random term, which is capturing firm‐specific conducts. Moreover, we provide a generalization of scaled Stevenson stochastic frontier model in the context of doubly truncated normal distributions. We estimate the market powers of Chicago based airlines as an empirical example that is showing the applicability of our estimation procedure.     

Financial literacy among university students: A study in eight European countries

This study analysed the level of financial literacy among university students in Estonia, Germany, Italy, Netherlands, Poland, Romania, Russian Federation and Turkey. The purpose of the study was to determine the level of financial literacy among university students, and to find out the relationship between financial knowledge and demographic characteristics of students. Online survey instrument was used to collect data. 409 fully completed questionnaires were accepted for analysis. Logistic regression was used to analyse of impact of the demographic characteristics on financial literacy. Overall mean of correct answers for the survey was 72.2%. This result represents a medium level of financial literacy about personal finance. Results indicate that male students, business major students, PhD students, those who live in a rental house, those whose parents have high level income, those who get advice on financial matters from their friends, those who took financial course before, those who get financial information about financial issues from university education, and students from Poland are more knowledgeable on personal finance. More financial courses should be provided in university education programmes, which could help more students handle their finances better and improve their financial wellbeing. It should be taken into consideration that in recent years, environmental and technological influences on financial literacy may be more important than parental influence.     

Strategic Product Line Choice under Asymmetric Demand Structure

We examine strategic product line choices of manufacturers in a stylised duopoly model where products have asymmetric and interdependent market conditions. We characterise the optimal product line decisions and show that manufacturers always prefer to have head‐to‐head competition (and never segment markets) when product line setup cost is small relative to profitability of the products. When setup costs are high, symmetric manufacturers may prefer to have asymmetric product lines or market segmentation. We show that high setup costs lead to the market segmentation outcome only if there is no significant market size difference and the level of product substitutability is moderate.     

A dictatorial domain for monotone social choice functions

We give a dictatorial domain for monotone and unanimous social choice functions.