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Logical analysis of Chinese labor productivity patterns

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  • A.B. Hammer
  • P.L. Hammer
  • I. Muchnik

Abstract

Using data published by the Chinese Statistical Bureau, an elaborated version of theCobb‐Douglas production function was developed in [3] to express the dependence that industrial production has on classic economic factors, ownership‐related variables and geographic location. In this paper, we reexamine the same data using the new Boolean‐based methodology of Logical Analysis of Data (LAD). The LAD models detect numerous characteristic patterns for explaining changes in productivity, strongly confirm and complement the conclusions of [3], and lead to a decision support system aimed at increasing productivity in China's provinces. Copyright Kluwer Academic Publishers 1999

Suggested Citation

  • A.B. Hammer & P.L. Hammer & I. Muchnik, 1999. "Logical analysis of Chinese labor productivity patterns," Annals of Operations Research, Springer, vol. 87(0), pages 165-176, April.
    • Handle: RePEc:spr:annopr:v:87:y:1999:i:0:p:165-176:10.1023/a:1018920600320
    DOI: 10.1023/A:1018920600320
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    Cited by:

    1. Kedong Yan & Hong Seo Ryoo, 2019. "A multi-term, polyhedral relaxation of a 0–1 multilinear function for Boolean logical pattern generation," Journal of Global Optimization, Springer, vol. 74(4), pages 705-735, August.
    2. Janostik, Radek & Konecny, Jan & Krajča, Petr, 2020. "Interface between Logical Analysis of Data and Formal Concept Analysis," European Journal of Operational Research, Elsevier, vol. 284(2), pages 792-800.
    3. Bagchi, Prabir & Lejeune, Miguel A. & Alam, A., 2014. "How supply competency affects FDI decisions: Some insights," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 239-251.
    4. Travaughn C. Bain & Juan F. Avila-Herrera & Ersoy Subasi & Munevver Mine Subasi, 2020. "Logical analysis of multiclass data with relaxed patterns," Annals of Operations Research, Springer, vol. 287(1), pages 11-35, April.
    5. Kedong Yan & Hong Seo Ryoo, 2017. "Strong valid inequalities for Boolean logical pattern generation," Journal of Global Optimization, Springer, vol. 69(1), pages 183-230, September.

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