Corporate diversification, firm productivity and resource allocation decisions: The data envelopment analysis approach

被引:13
作者
Jiang, Ruixue [1 ]
Yang, Yi [2 ]
Chen, Yao [3 ]
Liang, Liang [1 ]
机构
[1] Univ Sci & Technol China, Sch Management, Management Sci, Hefei, Anhui, Peoples R China
[2] Univ Massachusetts, Lowell Robert J Manning Sch Business, Mkt Entrepreneurship & Innovat, Lowell, MA 01854 USA
[3] Univ Massachusetts, Dept Operat & Informat Syst, Lowell, MA USA
关键词
Data envelopment analysis; non-homogenous DMUs; business diversified firm; resource allocation; PROFIT ALLOCATION; SHARED COSTS; DEA; EFFICIENCY; PERFORMANCE; ACCOMPLISHMENTS; CONSEQUENCES; INDUSTRIAL; SYNERGY; MODELS;
D O I
10.1080/01605682.2019.1568841
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Corporate diversification has been an important research topic in the field of business administration. Although it is regarded as an essential strategy for firms, its relationship with firm performance seems inconclusive in the literature. To fill this gap, our study uses data envelopment analysis (DEA) to develop models that help diversified firms more accurately calculate productivity at both the firm and its business segment levels, and then reallocate resources among business segments in order to achieve better firm overall performance. We empirically test the models using a sample of U.S. public firms for a period of 2012-2016. The results show that in comparison with two conventional DEA models, our model provides more useful productivity expression for diversified firms, and that the model-suggested resource reallocation is linked to better firm performance.
引用
收藏
页码:1002 / 1014
页数:13
相关论文
共 54 条
  • [1] Aigner D., 1977, Journal of Econometrics, V6, P21, DOI [DOI 10.1016/0304-4076, 10.1016/0304-4076(77)90052-5, DOI 10.1016/0304-4076(77)90052-5]
  • [2] Resource sharing and payoff allocation in a three-stage system: Integrating network DEA with the Shapley value method
    An, Qingxian
    Wen, Yao
    Ding, Tao
    Li, Yongli
    [J]. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2019, 85 (16-25): : 16 - 25
  • [3] SOME MODELS FOR ESTIMATING TECHNICAL AND SCALE INEFFICIENCIES IN DATA ENVELOPMENT ANALYSIS
    BANKER, RD
    CHARNES, A
    COOPER, WW
    [J]. MANAGEMENT SCIENCE, 1984, 30 (09) : 1078 - 1092
  • [4] Allocating fixed costs and resources via data envelopment analysis
    Beasley, JE
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2003, 147 (01) : 198 - 216
  • [5] Resource allocation and target setting for parallel production system based on DEA
    Bi, Gongbing
    Ding, Jingjing
    Luo, Yan
    Liang, Liang
    [J]. APPLIED MATHEMATICAL MODELLING, 2011, 35 (09) : 4270 - 4280
  • [6] APPLIED DATA ENVELOPMENT ANALYSIS
    BOUSSOFIANE, A
    DYSON, RG
    THANASSOULIS, E
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1991, 52 (01) : 1 - 15
  • [7] MEASURING EFFICIENCY OF DECISION-MAKING UNITS
    CHARNES, A
    COOPER, WW
    RHODES, E
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1978, 2 (06) : 429 - 444
  • [8] DEA Malmquist productivity measure: New insights with an application to computer industry
    Chen, Y
    Ali, AI
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2004, 159 (01) : 239 - 249
  • [9] Claessens S., 2003, Pacific-Basin Finance Journal, V11, P365, DOI [10.1016/S0927-538X(03)00029-5, DOI 10.1016/S0927-538X(03)00029-5]
  • [10] Antecedents and Consequences of Franchising: Past Accomplishments and Future Challenges
    Combs, James G.
    Ketchen, David J., Jr.
    Shook, Christopher L.
    Short, Jeremy C.
    [J]. JOURNAL OF MANAGEMENT, 2011, 37 (01) : 99 - 126