IDEAS home Printed from https://ideas.repec.org/a/spr/qualqt/v46y2012i6p1807-1823.html
   My bibliography  Save this article

Constructing stratifications for regions in China with sustainable development concerns

Author

Listed:
  • Wen-Min Lu
  • Shih-Fang Lo

Abstract

China’s economic boom has brought about environmental dark sides, i.e., serious air, water, and solid waste pollutions. As the largest developing countries in the world, China’s road toward economic-environmental balance is even complicated since there are various regions of diversified geographical and economic conditions. Using context-dependent-DEA (data envelopment analysis) as performance evaluating technique, this study constructs the regions’ benchmark-learning ladders for those inefficient regions to improve progressively; and to identify real benchmark for those efficient regions to rank ascendant by incorporating the stratification DEA method, attractiveness measure, and progress measure. Decision matrix covering attractiveness and progress scores is made to help the regions position themselves. Furthermore, we find that capital/employee ratio plays important role on forming levels of regions, which can be interpreted that advanced technology is one of key factors toward regional sustainable development. Copyright Springer Science+Business Media B.V. 2012

Suggested Citation

  • Wen-Min Lu & Shih-Fang Lo, 2012. "Constructing stratifications for regions in China with sustainable development concerns," Quality & Quantity: International Journal of Methodology, Springer, vol. 46(6), pages 1807-1823, October.
    • Handle: RePEc:spr:qualqt:v:46:y:2012:i:6:p:1807-1823
    DOI: 10.1007/s11135-011-9559-1
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11135-011-9559-1
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11135-011-9559-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Per Andersen & Niels Christian Petersen, 1993. "A Procedure for Ranking Efficient Units in Data Envelopment Analysis," Management Science, INFORMS, vol. 39(10), pages 1261-1264, October.
    2. Knox Lovell, C. A. & Pastor, Jesus T. & Turner, Judi A., 1995. "Measuring macroeconomic performance in the OECD: A comparison of European and non-European countries," European Journal of Operational Research, Elsevier, vol. 87(3), pages 507-518, December.
    3. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    4. Goksel Armagan & Altug Ozden & Selim Bekcioglu, 2010. "Efficiency and total factor productivity of crop production at NUTS1 level in Turkey: Malmquist index approach," Quality & Quantity: International Journal of Methodology, Springer, vol. 44(3), pages 573-581, April.
    5. Antonio Afonso & Sonia Fernandes, 2006. "Measuring local government spending efficiency: Evidence for the Lisbon region," Regional Studies, Taylor & Francis Journals, vol. 40(1), pages 39-53.
    6. H P Wallner & M Narodoslawsky & F Moser, 1996. "Islands of Sustainability: A Bottom-up Approach towards Sustainable Development," Environment and Planning A, , vol. 28(10), pages 1763-1778, October.
    7. Li, Kui-Wai, 2003. "China's Capital and Productivity Measurement Using Financial Resources," Center Discussion Papers 28469, Yale University, Economic Growth Center.
    8. Noel Uri, 2006. "A Note on the Technical and Allocative Efficiency of Local Exchange Carriers in the United States," Quality & Quantity: International Journal of Methodology, Springer, vol. 40(3), pages 383-406, June.
    9. Meti-super-˙n Karadağ & Ozlem Onder & Ertuğrul Deli-super-˙ktas, 2005. "Growth of factor productivity in the Turkish manufacturing industry at provincial level," Regional Studies, Taylor & Francis Journals, vol. 39(2), pages 213-223.
    10. Fare, Rolf, et al, 1989. "Multilateral Productivity Comparisons When Some Outputs Are Undesirable: A Nonparametric Approach," The Review of Economics and Statistics, MIT Press, vol. 71(1), pages 90-98, February.
    11. Seiford, Lawrence M. & Zhu, Joe, 2003. "Context-dependent data envelopment analysis--Measuring attractiveness and progress," Omega, Elsevier, vol. 31(5), pages 397-408, October.
    12. Joaquin Maudos & Jose Pastor & Lorenzo Serrano, 2000. "Efficiency and Productive Specialization: An Application to the Spanish Regions," Regional Studies, Taylor & Francis Journals, vol. 34(9), pages 829-842.
    13. Morita, Hiroshi & Hirokawa, Koichiro & Zhu, Joe, 2005. "A slack-based measure of efficiency in context-dependent data envelopment analysis," Omega, Elsevier, vol. 33(4), pages 357-362, August.
    14. D. Gibbs, 1998. "Regional development agencies and sustainable development," Regional Studies, Taylor & Francis Journals, vol. 32(4), pages 365-368.
    15. Jose Emilio Bosca & Javier Escriba & Maria Jose Murgui, 2004. "Total Factor Productivity Growth in Spanish Regions: Effects of Quasi-fixed and External Factors and Varying Capacity Utilization," Regional Studies, Taylor & Francis Journals, vol. 38(6), pages 587-601.
    16. Tone, Kaoru, 2002. "A slacks-based measure of super-efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 143(1), pages 32-41, November.
    17. Seiford, Lawrence M. & Zhu, Joe, 2002. "Modeling undesirable factors in efficiency evaluation," European Journal of Operational Research, Elsevier, vol. 142(1), pages 16-20, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Sueyoshi, Toshiyuki & Yuan, Yan & Goto, Mika, 2017. "A literature study for DEA applied to energy and environment," Energy Economics, Elsevier, vol. 62(C), pages 104-124.
    2. Bodin Singpai & Desheng Wu, 2020. "Using a DEA–AutoML Approach to Track SDG Achievements," Sustainability, MDPI, vol. 12(23), pages 1-26, December.
    3. Pereira, Deivison da Silveira & Soares de Mello, João Carlos C.B., 2021. "Efficiency evaluation of Brazilian airlines operations considering the Covid-19 outbreak," Journal of Air Transport Management, Elsevier, vol. 91(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. W-M Lu & S-F Lo, 2007. "A benchmark-learning roadmap for regional sustainable development in China," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(7), pages 841-849, July.
    2. Lu, Wen-Min & Lo, Shih-Fang, 2007. "A closer look at the economic-environmental disparities for regional development in China," European Journal of Operational Research, Elsevier, vol. 183(2), pages 882-894, December.
    3. Karima Kourtit & Peter Nijkamp, 2013. "In Search of Creative Champions in High-Tech Spaces," Tinbergen Institute Discussion Papers 13-193/VIII, Tinbergen Institute.
    4. Kourtit Karima & Nijkamp Peter & Suzuki Soushi, 2016. "New Urban Economic Agents: A Comparative Analysis of High-Performance New Entrepreneurs," Quaestiones Geographicae, Sciendo, vol. 35(4), pages 5-22, December.
    5. Xiang Ji & Jiasen Sun & Qunwei Wang & Qianqian Yuan, 2019. "Revealing Energy Over-Consumption and Pollutant Over-Emission Behind GDP: A New Multi-criteria Sustainable Measure," Computational Economics, Springer;Society for Computational Economics, vol. 54(4), pages 1391-1421, December.
    6. Rafael Benítez & Vicente Coll-Serrano & Vicente J. Bolós, 2021. "deaR-Shiny: An Interactive Web App for Data Envelopment Analysis," Sustainability, MDPI, vol. 13(12), pages 1-19, June.
    7. Fusco, Elisa & Vidoli, Francesco & Rogge, Nicky, 2020. "Spatial directional robust Benefit of the Doubt approach in presence of undesirable output: An application to Italian waste sector," Omega, Elsevier, vol. 94(C).
    8. Zanella, Andreia & Camanho, Ana S. & Dias, Teresa G., 2015. "Undesirable outputs and weighting schemes in composite indicators based on data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 245(2), pages 517-530.
    9. Richard Simper & Maximilian J.B. Hall & Wenbin B. Liu & Valentin Zelenyuk & Zhongbao Zhou, 2014. "How Relevant is the Choice of Risk Management Control Variable to Non-parametric Bank Profit Efficiency Analysis?," CEPA Working Papers Series WP122014, School of Economics, University of Queensland, Australia.
    10. George Halkos & George Papageorgiou, 2016. "Spatial environmental efficiency indicators in regional waste generation: a nonparametric approach," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 59(1), pages 62-78, January.
    11. Karima Kourtit & Peter Nijkamp, 2013. "In Search Of Creative Champions In High-Tech Spaces: A Spatial Application Of Strategic Performance Management," Journal of Regional Science, Wiley Blackwell, vol. 53(5), pages 749-777, December.
    12. Guo, I-Lung & Lee, Hsuan-Shih & Lee, Dan, 2017. "An integrated model for slack-based measure of super-efficiency in additive DEA," Omega, Elsevier, vol. 67(C), pages 160-167.
    13. Tran, Trung Hieu & Mao, Yong & Nathanail, Paul & Siebers, Peer-Olaf & Robinson, Darren, 2019. "Integrating slacks-based measure of efficiency and super-efficiency in data envelopment analysis," Omega, Elsevier, vol. 85(C), pages 156-165.
    14. Wei-Kang Wang & Wen-Min Lu & Yu-Han Wang, 2013. "The relationship between bank performance and intellectual capital in East Asia," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(2), pages 1041-1062, February.
    15. Soushi Suzuki & Karima Kourtit & Peter Nijkamp, 2017. "The robustness of performance rankings of Asia-Pacific super cities," Asia-Pacific Journal of Regional Science, Springer, vol. 1(1), pages 219-242, April.
    16. W. Liu & W. Meng & X. Li & D. Zhang, 2010. "DEA models with undesirable inputs and outputs," Annals of Operations Research, Springer, vol. 173(1), pages 177-194, January.
    17. Zou, Bo & Kafle, Nabin & Chang, Young-Tae & Park, Kevin, 2015. "US airport financial reform and its implications for airport efficiency: An exploratory investigation," Journal of Air Transport Management, Elsevier, vol. 47(C), pages 66-78.
    18. Xiang Ji & Jie Wu & Qingyuan Zhu & Jiasen Sun, 2019. "Using a hybrid heterogeneous DEA method to benchmark China’s sustainable urbanization: an empirical study," Annals of Operations Research, Springer, vol. 278(1), pages 281-335, July.
    19. Taylan G. Topcu & Konstantinos Triantis, 2022. "An ex-ante DEA method for representing contextual uncertainties and stakeholder risk preferences," Annals of Operations Research, Springer, vol. 309(1), pages 395-423, February.
    20. Ning Zhang & Jong-Dae Kim, 2014. "Measuring sustainability by Energy Efficiency Analysis for Korean Power Companies: A Sequential Slacks-Based Efficiency Measure," Sustainability, MDPI, vol. 6(3), pages 1-13, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:qualqt:v:46:y:2012:i:6:p:1807-1823. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.