Efficiency measurement of Ontario's sawmills using bootstrap data envelopment analysis

被引:8
|
作者
Shahi, Shashi K. [1 ]
Dia, Mohamed [2 ]
机构
[1] Laurentian Univ, Fac Management, Dept Finance & Operat, Res Ctr Operat & Decis Sci,Supply Chain & Operat, Sudbury, ON, Canada
[2] Laurentian Univ, Fac Management, Dept Finance & Operat, Res Ctr Operat & Decis Sci,Quantitat Methods & Op, Sudbury, ON, Canada
关键词
bootstrapping; data envelopment analysis; forest industry; Ontario sawmills; technical efficiency; PRODUCTIVE EFFICIENCY; FOREST ENTERPRISES; PULP; WOOD; MODELS; SCALE; PERFORMANCE; PRODUCERS; TURKEY; DEA;
D O I
10.1002/mcda.1695
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Sawmills in Ontario are an important forest products industry, contributing to the economic prosperity of the entire province. However, these sawmills have been facing extreme competitive pressures, impacting their operational efficiency. This study uses a nonparametric technique, the bootstrap data envelopment analysis, to analyse the relative efficiencies of 125 Ontario sawmills over a period of 17 years (1999 to 2015). The results indicate low levels of overall technical and managerial efficiencies in Ontario sawmills, which have been further impacted by economic downturns. Further analysis reveals that the size of the sawmills has had a statistically significant impact on their relative technical efficiencies. The main source of inefficiency was the management of operations, particularly when these sawmills were not able to adjust their inputs with changing and uncertain market demand conditions. These results provide policymakers and sawmill managers with comprehensive details so that future resources can be reallocated to improve the performance of the Ontario forest products industry.
引用
收藏
页码:272 / 295
页数:24
相关论文
共 50 条
  • [41] Impact of informal groundwater markets on efficiency of irrigated farms in India: a bootstrap data envelopment analysis approach
    Manjunatha, A. V.
    Speelman, S.
    Aravindakshan, Sreejith
    Babu, Amjath T. S.
    Mal, Puran
    IRRIGATION SCIENCE, 2016, 34 (01) : 41 - 52
  • [42] Two-Stage Double Bootstrap Data Envelopment Analysis for Efficiency Evaluation of Shared-Bicycle Stations in Urban Cities
    Hong, Jungyeol
    Tamakloe, Reuben
    Tak, Jihoon
    Park, Dongjoo
    TRANSPORTATION RESEARCH RECORD, 2020, 2674 (06) : 211 - 224
  • [43] Efficiency measurement in data envelopment analysis in the presence of ordinal and interval data
    Ebrahimi, Bohlool
    Tavana, Madjid
    Rahmani, Morteza
    Santos-Arteaga, Francisco J.
    NEURAL COMPUTING & APPLICATIONS, 2018, 30 (06) : 1971 - 1982
  • [44] Using the bootstrap method to detect influential DMUs in data envelopment analysis
    Yang, Zijiang
    Wang, Xiaogang
    Sun, Dongming
    ANNALS OF OPERATIONS RESEARCH, 2010, 173 (01) : 89 - 103
  • [45] Efficiency analysis of Turkish natural gas distribution companies by using data envelopment analysis method
    Erturk, Mehmet
    Turut-Asik, Serap
    ENERGY POLICY, 2011, 39 (03) : 1426 - 1438
  • [46] Ownership and technical efficiency of hospitals: evidence from Ghana using data envelopment analysis
    Jehu-Appiah, Caroline
    Sekidde, Serufusa
    Adjuik, Martin
    Akazili, James
    Almeida, Selassi D.
    Nyonator, Frank
    Baltussen, Rob
    Asbu, Eyob Zere
    Kirigia, Joses Muthuri
    COST EFFECTIVENESS AND RESOURCE ALLOCATION, 2014, 12
  • [47] Efficiency measurement of railway passenger stations through network data envelopment analysis
    Foroutan, Seyedeh Ladan Fadaei
    Bamdad, Shahrooz
    RESEARCH IN TRANSPORTATION BUSINESS AND MANAGEMENT, 2023, 46
  • [48] Efficiency measurement and frontier projection identification for general two-stage systems in data envelopment analysis
    Kao, Chiang
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2017, 261 (02) : 679 - 689
  • [49] THE EFFICIENCY OF PUBLIC UNIVERSITIES IN ARGENTINA THROUGH DATA ENVELOPMENT ANALYSIS WITH BOOTSTRAP
    Antonio Dip, Juan
    Costa de Arguibel, Facundo
    Pamela Wittig, Carolina
    CUADERNOS DEL CIMBAGE, 2019, 21 (01): : 1 - 26
  • [50] Measuring Spanish airport performance: A bootstrap data envelopment analysis of efficiency
    Cifuentes-Faura, Javier
    Faura-Martinez, Ursula
    UTILITIES POLICY, 2023, 80