Bootstrapped truncated regression;
Network DEA;
UK hotel industry;
Weak-link approach;
INTERNATIONAL TOURIST HOTELS;
PERFORMANCE;
MANAGEMENT;
2-STAGE;
IMPACT;
DIVERSIFICATION;
DECOMPOSITION;
DETERMINANTS;
ENTERPRISES;
STRATEGIES;
D O I:
10.1108/IJCHM-07-2020-0641
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
Purpose This paper aims to investigate efficiency in the UK hotel industry and further evaluate the impacts of hotel characteristics and industry environment on efficiency. Design/methodology/approach The network data envelopment (DEA) weak link approach is used for the efficiency analysis, while the determinants of efficiency are evaluated by bootstrapped truncated regression. Findings The findings show that the UK hotel industry is very inefficient. The results of overall efficiency deconstruction show that the second-stage production process experiences an even lower level of efficiency than that of the first stage. The second-phase analysis shows that both the hotel-specific characteristics and the industry-specific characteristics are significantly related to UK hotel efficiency. Research limitations/implications The robustness of the results is affected because a single set of input-intermediate product-outputs and a single DEA method were used. Therefore, further studies can use alternate inputs, intermediate measures and outputs in the efficiency analysis. In addition, the robustness of the efficiency score can be checked using alternate parametric or non-parametric methods. Practical implications Hotels in the UK should focus on cost reduction, business diversification, improvement in the capital level and labor productivity, while at industry and macroeconomic level, discounts are recommended to be provided to international tourism and the tourism industry should be further opened. Originality/value The weak-link approach has been applied to estimate the efficiency level, as this provides more robust and accurate results compared to other non-parametric methods in the existing empirical studies and unique hotel-specific and industry-specific determinants of efficiency are considered in the second-stage analysis.
机构:
Semnan Univ, Fac Math Stat & Comp Sci, Semnan 3513119111, IranUniv Putra Malaysia, Inst Math Res, Lab Computat Stat & Operat Res, Upm Serdang 43400, Selangor, Malaysia
Ashrafi, Ali
;
Seow, Hsin-Vonn
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机构:
Univ Nottingham Malaysia Campus, Nottingham Univ Business Sch Malaysia, Semenyih 43500, Selangor, MalaysiaUniv Putra Malaysia, Inst Math Res, Lab Computat Stat & Operat Res, Upm Serdang 43400, Selangor, Malaysia
Seow, Hsin-Vonn
;
Lee, Lai Soon
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h-index: 0
机构:
Univ Putra Malaysia, Inst Math Res, Lab Computat Stat & Operat Res, Upm Serdang 43400, Selangor, Malaysia
Univ Putra Malaysia, Fac Sci, Dept Math, Upm Serdang 43400, Selangor, MalaysiaUniv Putra Malaysia, Inst Math Res, Lab Computat Stat & Operat Res, Upm Serdang 43400, Selangor, Malaysia
Lee, Lai Soon
;
Lee, Chew Ging
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nottingham Malaysia Campus, Nottingham Univ Business Sch Malaysia, Semenyih 43500, Selangor, MalaysiaUniv Putra Malaysia, Inst Math Res, Lab Computat Stat & Operat Res, Upm Serdang 43400, Selangor, Malaysia
机构:
Semnan Univ, Fac Math Stat & Comp Sci, Semnan 3513119111, IranUniv Putra Malaysia, Inst Math Res, Lab Computat Stat & Operat Res, Upm Serdang 43400, Selangor, Malaysia
Ashrafi, Ali
;
Seow, Hsin-Vonn
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nottingham Malaysia Campus, Nottingham Univ Business Sch Malaysia, Semenyih 43500, Selangor, MalaysiaUniv Putra Malaysia, Inst Math Res, Lab Computat Stat & Operat Res, Upm Serdang 43400, Selangor, Malaysia
Seow, Hsin-Vonn
;
Lee, Lai Soon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Putra Malaysia, Inst Math Res, Lab Computat Stat & Operat Res, Upm Serdang 43400, Selangor, Malaysia
Univ Putra Malaysia, Fac Sci, Dept Math, Upm Serdang 43400, Selangor, MalaysiaUniv Putra Malaysia, Inst Math Res, Lab Computat Stat & Operat Res, Upm Serdang 43400, Selangor, Malaysia
Lee, Lai Soon
;
Lee, Chew Ging
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nottingham Malaysia Campus, Nottingham Univ Business Sch Malaysia, Semenyih 43500, Selangor, MalaysiaUniv Putra Malaysia, Inst Math Res, Lab Computat Stat & Operat Res, Upm Serdang 43400, Selangor, Malaysia