An application of two-stage quantile regression to insurance ratemaking

Two-part models based on generalized linear models are widely used in insurance rate-making for predicting the expected loss. This paper explores an alternative method based on quantile regression which provides more information about the loss distribution and can be also used for insurance underwriting. Quantile regression allows estimating the aggregate claim cost quantiles of a policy given a number of covariates. To do so, a first stage is required, which involves fitting a logistic regression to estimate, for every policy, the probability of submitting at least one claim. The proposed methodology is illustrated using a portfolio of car insurance policies. This application shows that the results of the quantile regression are highly dependent on the claim probability estimates. The paper also examines an application of quantile regression to premium safety loading calculation, the so-called Quantile Premium Principle (QPP). We propose a premium calculation based on quantile regression which inherits the good properties of the quantiles. Using the same insurance portfolio data-set, we find that the QPP captures the riskiness of the policies better than the expected value premium principle.     

Board of Directors and CSR in Banking: The Moderating Role of Bank Regulation and Investor Protection Strength

This paper brings together research on boards of directors as the backbone of corporate governance and corporate social responsibility (CSR) practices in the banking industry. The underlying idea is that some characteristics of bank boards, in particular independence and gender diversity, may impact the CSR commitments of banks. By making use of a sample of 159 banks in nine countries during the period 2004–2010, our empirical evidence suggests that banks with more independent directors and more female members on their boards incline toward socially responsible behaviour. Our results also suggest that institutional factors play a significant role in these effects. They show that in greater regulatory and stronger investor protection environments, board independence and gender diversity have more influence on the social behaviour of banks.     

Valuación de opciones de tipo de cambio asumiendo distribuciones α-estables

This paper aims to present the valuation of options using the Black-Scholes method assuming α-stable distributions as an alternative option valuation in the Mexican market. The use of α-stable distributions for modelling financial series allows to overcome the classical valuation main weakness which assumes normality, by capturing the presence of heavy tails and asymmetry in financial time series. One of the main results is the price differential between the two models and the effect of alpha and beta parameters on prices; to show the difference valuation is made of a call option and a put option for the peso-dollar exchange rate. Likewise, basic sensitivity measurements of options (delta, gamma, and rho) were made and the effect of the stability parameter (α) was made on the implied volatility of options assuming the α-stable price as the market price.     

Organisational citizenship behaviours and effectiveness: an empirical study in two small insurance companies

The study relates six dimensions of organisational citizenship behaviours (OCB) at the branch level with several indicators of the effectiveness of 38 branches of two insurance companies. Results suggest that the branches where employees display more OCB are the most effective. These findings are discussed in the context of a scarcity of empirical studies on the topic, despite researchers' assumption that OCB enhances team and organisational effectiveness.     

Are there nonlinear relationships between the profitability of Portuguese service SME and its specific determinants?

Using quantile regressions, this paper examines the possibility of significant nonlinear relationships between the profitability of Portuguese service small- and medium-sized enterprises (SMEs) and its specific determinants. The results lead to the conclusion that there is a significant nonlinearity between specific determinants and profitability in Portuguese service SMEs. In the lower quantiles of the distribution of profitability of Portuguese SMEs, it is found that profitability on the one hand is catalysed by size, long-term debt and managerial control, and on the other hand, it is restricted by risk and research and development intensity. In the upper quantiles of the profitability distribution of Portuguese service SMEs, liquidity and research and development intensity serve as catalysers of profitability, while long-term debt restricts the level of profitability.     

Private label brands: major perspective of two customer-based brand equity models

In recent years the retail industry has been characterized by the fast growth of private labels, with an increase of the offer of private labels and the enhancement of their value in the marketplace. This research focuses in private label brand equity to deepen the understanding of its origins, by analyzing two alternative customer-based conceptual models. The present study was developed in the large retailing industry, comprising different retailing formats that offer private labels to consumers. Our findings suggest a conceptual private label brand equity model, which is slightly different from the Aaker's brand equity model, considering store image as an antecedent and stressing its importance in building and enhancing private labels' brand equity. Additionally, retailers searching for successful ways to compete in the retail market need to examine in more detail the customer-based brand equity related to their private labels.     

Toward a Model to Enhance Synergy of Out-of-Home Advertising Media Integration Strategies

ABSTRACT

For media planners to combine multiple media across platforms to maximize synergy is a critical challenge within integrated marketing communication. For this study, in-depth interviews were conducted with experienced media specialists in leading agencies to explore how they integrate different out-of-home advertising media platforms in IMC strategies. The feedback of these experts was then used to propose a model of strategies to enhance synergy within out-of-home advertising campaigns. This model is a first of its kind for planning out-of-home advertising media across platforms and bridges a gap in the existing literature on media synergy and out-of-home advertising media strategy.     

What’s in it for Me? An Examination of Accounting Students’ Likelihood to Report Faculty Misconduct

Since there are so few controls over detecting and preventing faculty misconduct, one of the most common ways in which it is discovered is through student reports (in other words, whistleblowing). Given the importance of student reports in bringing to light faculty’s ethical lapses, this paper seeks to understand what factors influence students’ likelihood to report faculty misconduct. We develop an empirical model that integrates the decision process of the Prosocial Organizational Behavior (POB) Model with insights from the emotional perspective on whistleblowing. Specifically, we use an experimental survey to examine how students’ perceived unfairness of the faculty misconduct, feelings of anger, and the students’ self-interest in the situation in conjunction with situational “cues for inaction” lead to the intention to blow the whistle. Overall, the results from our structural model partially support our theoretical model. Interestingly, these findings demonstrate that, in the case of faculty member misconduct, anger and perceptions of unfairness play a greater role than the more rational cost-benefit process of the POB model. These results could aid in development of ethics education for students and could also inform the development of university policies that encourage students to come forward when faced with faculty misconduct.     

The Role of Informational and Congruence Clues in Advertisement for an Ethnic Restaurant

This study analyzes the effect of informational clues and Chef-Cuisine congruence, and their relation to advertisements for a Japanese restaurant. Two experiments were conducted with 171 consumers. Findings supported the following: Congruence between a Japanese restaurant and Japanese Chef results in higher approval ratings than the combination of Japanese restaurant with Brazilian Chef. However, if the advertisement states that the restaurant has won an award, then Chef-restaurant congruence is no longer an important factor in consumers’ evaluations.