Growth of the Food Service Industry

The food service industry has come into its own recognition as a growing segment of the total food market. The author looks at the recent expansion of the industry in volume, diversification of restaurant types, and menu variety

A comprehensive study of bankruptcy prediction: Accounting ratios, market variables, and microstructure

Bankruptcy prediction has been a fruitful area of research. Univariate analysis and discriminant analysis were the first methodologies used. While they perform relatively well at correctly classifying bankrupt and nonbankrupt firms, their predictive ability has come into question over time. Univariate analysis lacks the big picture that financial distress entails. Multivariate discriminant analysis requires stringent assumptions that are violated when dealing with accounting ratios and market variables. This has led to the use of more complex models such as neural networks. While the accuracy of the predictions has improved with the use of more technical models, there is still an important point missing. Accounting ratios are the usual discriminating variables used in bankruptcy prediction. However, accounting ratios are backward-looking variables. At best, they are a current snapshot of the firm. Market variables are forward-looking variables. They are determined by discounting future outcomes. Microstructure variables, such as the bid-ask spread, also contain important information. Insiders are privy to more information that the retail investor, so if any financial distress is looming, the insiders should know before the general public. Therefore, any model in bankruptcy prediction should include market and microstructure variables. That is the focus of this dissertation. The traditional models and the newer, more technical models were tested and compared to the previous literature by employing accounting ratios, market variables, and microstructure variables. Our findings suggest that the more technical models are preferable, and that a mix of accounting and market variables are best at correctly classifying and predicting bankrupt firms. Multi-layer perceptron appears to be the most accurate model following the results. The set of best discriminating variables includes price, standard deviation of price, the bid-ask spread, net income to sale, working capital to total assets, and current liabilities to total assets.

Market Value

MARKET VALUE is a collection of stories about people in Southwest Florida struggling to make sense of their lives when faced with shifting economic realities. The characters in the collection reevaluate their relationships and uncover secrets, forced to navigate a new American landscape of stalled opportunities and uncertain futures. In “Call the Storage King,” Walt assumes that his girlfriend has total faith in their relationship, but accidentally discovers evidence to the contrary. In “Luxury Living,” a resident of a mostly-empty riverfront condo gives a guided tour to a prospective buyer, revealing the building’s short but sordid history along the way. Influenced by the suburban satire of Tom Perotta and A.M. Homes, MARKET VALUE presents a changing landscape where characters form unexpected alliances and sever old ties, in order to come closer to their downsized American Dreams.