Hotels {deaR}

Data: Wu, Tsai and Zhou (2011).

Description

This dataset consists of 23 four- and five-plum ITHs in Taipei in 2006. Authors consider 4 inputs and 3 outputs.

Usage

data("Hotels")

Format

Data frame with 23 rows and 8 columns. Definition of inputs (X) and outputs (Y):

x1 = Employees

Total number of employees)

x2 = Guest_rooms

Total number of guest rooms)

x3 = Area_F&B

Total area of F&B departments (in 36 square-feet)

x4 = Operating_cost

Total operating cost (in NT$)

y1 = Room_revenue

Room revenues (in NT$)

y2 = F&B_revenue

F&B revenues (in NT$)

y3 = Other_revenue

Other revenues (in NT$)

Author(s)

Vicente Coll-Serrano ([e-mail]). Quantitative Methods for Measuring Culture (MC2). Applied Economics.

Vicente Bolos ([e-mail]). Department of Business Mathematics

Rafael Benitez ([e-mail]). Department of Business Mathematics

University of Valencia (Spain)

Source

Wu, J.; Tsai, H. and Zhou, Z. (2011). "Improving efficiency in International tourist hotels in Taipei using a non-radial DEA mode", Internationl Journal of Contemporary Hospitality Management, 23(1), 66-83. doi:10.1108/09596111111101670

See Also

make_deadata, model_nonradial

Examples

# Example. Replication of results in Wu,Tsai and Zhou (2011)
data("Hotels")
data_hotels <- make_deadata(Hotels,
                            dmus = 1,
                            inputs = 2:5,
                            outputs = 6:8)
result <- model_nonradial(data_hotels,
                          orientation = "oo",
                          rts = "vrs")
efficiencies(result)