Tourism Economics · 2006 · 149 citations · 42 references
ManagementBusiness EconomicsHospitality ManagementEconometricsHotel ManagementTourismCost Performance AnalysisEfficiency AnalysisHotel Operations ManagementProductivity MeasurementTechnical EfficiencyCost EfficiencyData Envelopment AnalysisEfficiencyHotel Performance MeasurementPure Technical EfficiencyRelative EfficiencyScale EfficiencyTobit Regression
The study uses data envelopment analysis to assess the relative cost efficiency of 49 international tourist hotels in Taiwan. The authors compute overall, allocative, technical, scale, and pure technical efficiencies via DEA, then evaluate determinants with a Tobit regression model and bootstrap the scores to address interdependency. Results show that Taiwanese international tourist hotels are generally inefficient, mainly due to scale inefficiencies, while higher proportions of foreign individual travellers, online transaction functions, and franchising are associated with better performance, whereas operating age has no significant effect.
This study employs data envelopment analysis (DEA) to evaluate the relative cost efficiency of 49 international tourist hotels in Taiwan. The study uses five different measures: overall efficiency (OE), allocative efficiency (AE), technical efficiency (TE), scale efficiency (SE) and pure technical efficiency (PTE). Applying efficiency measures derived from the DEA estimation, hotel efficiency determinants are evaluated using the Tobit regression model. A bootstrapping technique is applied to overcome the interdependency problem of the DEA efficiency scores adopted in the regression analysis. The empirical results demonstrate that the international tourist hotel industry in Taiwan is inefficient, with most efficiency losses attributable to technical inefficiencies, of which scale inefficiencies are the primary cause – the scale of operations of international tourist hotels in Taiwan being too small to enable the cost-savings associated with larger-scale operations. The Tobit regression results indicate that the proportion of foreign individual travellers (FIT), online transaction function (WEB) and franchising (HOTELTYPE) are related to a better performance of international tourist hotels in Taiwan. The number of years a hotel has been operating (AGE) is not significantly related to any of the efficiency measures.
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Bootstrap Methods: Another Look at the Jackknife
B. Efron · The Annals of Statistics · 1979 · 17.4K citations · Full text