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Assessing productivity in the presence of negative data and undesirable outputs

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  • Seng-Su Tsang
  • Yi-Fen Chen
  • Yung-Hsiang Lu
  • Ching-Ren Chiu

Abstract

Few studies address the presence of negative data and undesirable outputs in productivity assessment. This study proposes a range-adjusted measure model that uses a non-radial Malmquist productivity index to estimate dynamic productivity in the presence of negative data and undesirable outputs. Banking-industry data are used to demonstrate the proposed model. The results show that during the 2007-2009 global financial crises, bank productivity deteriorated, mainly because of technical changes, and smaller banks suffered smaller financial losses. Finally, a decision making matrix based on the analysis results is presented to show the implications of the proposed method.

Suggested Citation

  • Seng-Su Tsang & Yi-Fen Chen & Yung-Hsiang Lu & Ching-Ren Chiu, 2014. "Assessing productivity in the presence of negative data and undesirable outputs," The Service Industries Journal, Taylor & Francis Journals, vol. 34(2), pages 162-174, January.
    • Handle: RePEc:taf:servic:v:34:y:2014:i:2:p:162-174
    DOI: 10.1080/02642069.2013.763932
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    Cited by:

    1. Emrouznejad, Ali & Yang, Guo-liang, 2016. "CO2 emissions reduction of Chinese light manufacturing industries: A novel RAM-based global Malmquist–Luenberger productivity index," Energy Policy, Elsevier, vol. 96(C), pages 397-410.
    2. Chiu, Ching-Ren & Chiu, Yung-Ho & Chen, Yu-Chuan & Fang, Chen-Ling, 2016. "Exploring the source of metafrontier inefficiency for various bank types in the two-stage network system with undesirable output," Pacific-Basin Finance Journal, Elsevier, vol. 36(C), pages 1-13.
    3. Huang, Tai-Hsin & Chiang, Dien-Lin & Tsai, Chao-Min, 2015. "Applying the New Metafrontier Directional Distance Function to Compare Banking Efficiencies in Central and Eastern European Countries," Economic Modelling, Elsevier, vol. 44(C), pages 188-199.
    4. David Fang & Ming‐Ching Hsueh & Ching‐Ren Chiu, 2020. "An investigation of international hotel productivity considering quasifixed inputs and negative outputs," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(3), pages 380-388, April.

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