Estimating panel data models in the presence of endogeneity and selection

We consider estimation of panel data models with sample selection when the equation of interest contains endogenous explanatory variables as well as unobserved heterogeneity. Assuming that appropriate instruments are available, we propose several tests for selection bias and two estimation procedures that correct for selection in the presence of endogenous regressors. The tests are based on the fixed effects two-stage least squares estimator, thereby permitting arbitrary correlation between unobserved heterogeneity and explanatory variables. The first correction procedure is parametric and is valid under the assumption that the errors in the selection equation are normally distributed. The second procedure estimates the model parameters semiparametrically using series estimators. In the proposed testing and correction procedures, the error terms may be heterogeneously distributed and serially dependent in both selection and primary equations. Because these methods allow for a rather flexible structure of the error variance and do not impose any nonstandard assumptions on the conditional distributions of explanatory variables, they provide a useful alternative to the existing approaches presented in the literature.     

Do jobs follow people or people follow jobs? A meta-analysis of Carlino–Mills studies

Do jobs follow people or people follow jobs? A meta-analysis of Carlino–Mills studies. Spatial Economic Analysis. This study examines the classic question as to whether ‘jobs follow people’ or ‘people follow jobs’ by performing a meta-analysis of 321 results from 64 Carlino–Mills studies. It is found that the results are highly divergent, but that more results point towards ‘jobs following people’ than towards ‘people following jobs’. When it comes to the reasons for the variation in results, we find that the results are mostly shaped by the geographical location, spatial resolution, and population and employment characteristics present in the data, as well as by the model’s specification, its functional form and the spatial weight matrix specification.     

Evaluating guilt arousing marketing communications

An empirical investigation was conducted to evaluate the impact of guilt arousing marketing communications. The results indicated that guilt as a distinct emotion can be aroused to the extent of changing message specific attitudes. However, it was not possible to change either global attitudes or behavioral intentions. One reason for the failure of guilt arousing marketing communications to affect global attitudes and behavioral intentions may be due to counterarguing on the part of message recipients.     

Financial profiles and the disclosure of expenditures for socially responsible purposes

Recently the relationship between “socially responsible” activities and the financial performance of corporations has received attention in the business literature. Most studies have focused on the market reaction of shareholders to the disclosure of both monetary and nonmonetary corporate contributions relating to pollution control, employee welfare, affirmative action, and other activities deemed to be in the public interest. Results of this research have been mixed, with some authors finding favorable market response to socially responsible actions, and others finding no difference between the market performance of more and less responsible firms. The purpose of this paper is to examine financial performance and socially responsible activities from a different perspective. Specifically, it examines the relationship between the disclosure of monetary expenditures for various social initiatives and composite financial accounting profiles of disclosing and nondisclosing firms. Using two-group discriminant analysis, the authors conclude that management tends to disclose monetary expenditures for these generally nonproductive purposes at times when the financial statements of the firm otherwise look favorable to shareholders. Such disclosure in a sample of Fortune 500 firms in 1976 and 1977 was clearly not unrelated to financial performance, and neither did it appear to occur in order to explain relatively poor financial statements.     

The Mills Ratio and the behavior of redeemable bond prices in the Gaussian structural model of corporate default

This paper shows that forward default intensities in the Black and Cox (1976) model of corporate default can be expressed in terms of the Mills Ratio (Mills, 1926). The behaviour of the forward default intensity and hence the survivorship functions then follows from inequalities that are satisfied by this ratio. This allows me to analyze the effect of the firm’s distance to default, growth rate and volatility upon the value of its debt. These results can be used to analyze the comparative static properties of other models of corporate default and perhaps other first passage time models.     

Demand for fish in Asia: a cross‐country analysis*

Fish demand patterns in nine Asian countries were investigated using a multistage budgeting framework allowing a disaggregated approach to analysing fish consumption. This paper highlights the heterogeneity of fisheries products in terms of species, sources and cultural responses of consumers, factors that are important in fish demand under the Asian setting. Specifically, fish demand by income groups were compared to determine how the low‐ and high‐income households respond to price and income changes. Results showed that the estimated price and income elasticities of all fish types included in the study were relatively more elastic among the poorer households.