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Full-Text Articles in Business Administration, Management, and Operations

A Bayesian Network Estimation Of The Service-Profit Chain For Transport Service Satisfaction, Ronald D. Anderson, Robert D. Mackoy Jan 2004

A Bayesian Network Estimation Of The Service-Profit Chain For Transport Service Satisfaction, Ronald D. Anderson, Robert D. Mackoy

Scholarship and Professional Work - Business

Bayesian network methodology is used to model key linkages of the service-profit chain within the context of transportation service satisfaction. Bayesian networks offer some advantages for implementing managerially focused models over other statistical techniques designed primarily for evaluating theoretical models. These advantages are (1) providing a causal explanation using observable variables within a single multivariate model, (2) analysis of nonlinear relationships contained in ordinal measurements, (3) accommodation of branching patterns that occur in data collection, and (4) the ability to conduct probabilistic inference for prediction and diagnostics with an output metric that can be understood by managers and academics. Sample …


Lodge Selection And Satisfaction: Attributes Valued By Ecotourists, Robert D. Mackoy, Gregory E. Osland Jan 2004

Lodge Selection And Satisfaction: Attributes Valued By Ecotourists, Robert D. Mackoy, Gregory E. Osland

Scholarship and Professional Work - Business

Although the ecotourism literature is growing rapidly, few researchers have systematically examined how ecotourists select and evaluate lodging alternatives. Understanding lodging attributes of importance to ecotourists is the first step in modelling lodge selection and satisfaction processes of interest to both managers and researchers. We report on the results of two studies designed to gather such attributes. Study 1 uses e-mail survey responses from dedicated birders, while Study 2 uses data from on-site interviews with visitors at ecolodges in Mexico, Costa Rica, and Ecuador. The two most-commonly mentioned attributes in both studies were “proximity to natural areas” and “cost.” These …