Maritime Policy & Management · 2017 · 29 citations · 24 references
ManagementEconomicsTourism ManagementEconometricsTourismTransportSample Selection ModelsShore Excursion ManagementTourism DemandTourism EconomicsTourist BehaviorProbit RegressionSample Selection CorrectionSelection ModelTourism Demand AnalysisTourism Demand ModellingTourist ExpenditureTourist Spending BehaviorVisitation Demand
Recently, the number of foreign tourists to Korea via cruise ships has increased dramatically. We attempted to estimate the shore excursion expenditure function during cruise tourism in Korea. To this end, we collected data from a survey of foreign tourists who visited Korea via cruise ships and conducted the ordered probit model with sample selection to correct for the sample selection bias. Statistical tests indicate that the sample selection model provides unbiased estimates of the ordered probit model. The estimation results reveal that the coefficients of the experience of visiting Korea, job status, annual income, and nationality have statistically significant relationships with shopping expenditure. Further, it is likely that Chinese and Japanese passengers spend more money on shopping than passengers from other countries. This study is expected to provide the Korean government and port authorities with useful information for targeting passengers with high shore excursion expenditure. From a management perspective, the results of this analysis will enable cruise operators to design shore excursion programs that meet travelers’ needs.
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Sample Selection Bias as a Specification Error
James J. Heckman · Econometrica · 1979 · 28.9K citations
Economic significance of cruise tourism
Larry Dwyer, Peter Forsyth · Annals of Tourism Research · 1998 · 264 citations