IDEAS home Printed from https://ideas.repec.org/a/bpj/jossai/v6y2018i4p320-335n3.html
   My bibliography  Save this article

The Difference of Capital Input and Productivity in Service Industries: Based on Four Stages Bootstrap-DEA Model

Author

Listed:
  • Xi Wei

    (School of Statistics, Beijing Normal University, Beijing, 100875, China)

  • Cheng Xiran

    (School of Statistics, Beijing Normal University, Beijing, 100875, China)

Abstract

Based on the concept of productive capital stock, this paper estimated capital input by three asset types of China’s 36 service industries in 2003–2015, and compared with the results of wealth capital stock. This study found that the wealth capital stock method underestimates the actual capital input in each sector in varying degrees, and it may interference the accuracy of productivity evaluation in sectors. According to the new estimation results of capital input, this paper further applied four stages bootstrap-DEA method to estimate industrial productivity, and calculated its confidence intervals. This study found that, the years of education and the average wage have a significant positive impact on the productivity of service industries; the productive services have a short board effect in the whole service industry.

Suggested Citation

  • Xi Wei & Cheng Xiran, 2018. "The Difference of Capital Input and Productivity in Service Industries: Based on Four Stages Bootstrap-DEA Model," Journal of Systems Science and Information, De Gruyter, vol. 6(4), pages 320-335, August.
    • Handle: RePEc:bpj:jossai:v:6:y:2018:i:4:p:320-335:n:3
    DOI: 10.21078/JSSI-2018-320-16
    as

    Download full text from publisher

    File URL: https://doi.org/10.21078/JSSI-2018-320-16
    Download Restriction: no
    File URL: https://libkey.io/10.21078/JSSI-2018-320-16?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
    ---><---

    References listed on IDEAS

    as
    1. Léopold Simar & Paul Wilson, 2000. "Statistical Inference in Nonparametric Frontier Models: The State of the Art," Journal of Productivity Analysis, Springer, vol. 13(1), pages 49-78, January.
    2. Léopold Simar & Paul W. Wilson, 1998. "Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models," Management Science, INFORMS, vol. 44(1), pages 49-61, January.
    3. Raymond W. Goldsmith, 1951. "A Perpetual Inventory of National Wealth," NBER Chapters, in: Studies in Income and Wealth, Volume 14, pages 5-73, National Bureau of Economic Research, Inc.
    4. W. Erwin Diewert, 2012. "Rejoinder to Gu on "Estimating Capital Input for Measuring Business Sector Multifactor Productivity Growth in Canada"," International Productivity Monitor, Centre for the Study of Living Standards, vol. 24, pages 63-72, Fall.
    5. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    6. W. Erwin Diewert, 2005. "Issues in the Measurement of Capital Services, Depreciation, Asset Price Changes, and Interest Rates," NBER Chapters, in: Measuring Capital in the New Economy, pages 479-556, National Bureau of Economic Research, Inc.
    7. 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.
    8. Paul Schreyer & Pierre-Emmanuel Bignon & Julien Dupont, 2003. "OECD Capital Services Estimates: Methodology and a First Set of Results," OECD Statistics Working Papers 2003/6, OECD Publishing.
    9. Abdul Azeez Erumban, 2008. "Rental Prices, Rates of Return, Capital Aggregation and Productivity: Evidence from EU and US," CESifo Economic Studies, CESifo Group, vol. 54(3), pages 499-533, September.
    10. Wulong Gu, 2012. "Estimating Capital Input for Measuring Business Sector Multifactor Productivity Growth in Canada: Response to Diewert and Yu," International Productivity Monitor, Centre for the Study of Living Standards, vol. 24, pages 49-62, Fall.
    11. Gavin Wallis, 2009. "Capital Services Growth in the UK: 1950 to 2006," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(6), pages 799-819, December.
    Full references (including those not matched with items on IDEAS)

    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. Franz R. Hahn, 2007. "Determinants of Bank Efficiency in Europe. Assessing Bank Performance Across Markets," WIFO Studies, WIFO, number 31499, April.
    2. Pontus Mattsson & Jonas Månsson & Christian Andersson & Fredrik Bonander, 2018. "A bootstrapped Malmquist index applied to Swedish district courts," European Journal of Law and Economics, Springer, vol. 46(1), pages 109-139, August.
    3. Kristof De Witte & Rui Marques, 2010. "Designing performance incentives, an international benchmark study in the water sector," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 18(2), pages 189-220, June.
    4. Halkos, George & Tzeremes, Nickolaos, 2008. "Measuring regional public health provision," MPRA Paper 23762, University Library of Munich, Germany.
    5. García-Meca, Emma & García-Sánchez, Isabel-María, 2018. "Does managerial ability influence the quality of financial reporting?," European Management Journal, Elsevier, vol. 36(4), pages 544-557.
    6. Nadia M. Guerrero & Juan Aparicio & Daniel Valero-Carreras, 2022. "Combining Data Envelopment Analysis and Machine Learning," Mathematics, MDPI, vol. 10(6), pages 1-22, March.
    7. Thanh Ngo & Kan Wai Hong Tsui, 2022. "Estimating the confidence intervals for DEA efficiency scores of Asia-Pacific airlines," Operational Research, Springer, vol. 22(4), pages 3411-3434, September.
    8. José Lorenzo & Isabel Sánchez, 2007. "Efficiency evaluation in municipal services: an application to the street lighting service in Spain," Journal of Productivity Analysis, Springer, vol. 27(3), pages 149-162, June.
    9. Angeliki Flokou & Vassilis Aletras & Dimitris Niakas, 2017. "Decomposition of potential efficiency gains from hospital mergers in Greece," Health Care Management Science, Springer, vol. 20(4), pages 467-484, December.
    10. Johannessen, Karl Arne & Kittelsen, Sverre A.C. & Hagen, Terje P., 2017. "Assessing physician productivity following Norwegian hospital reform: A panel and data envelopment analysis," Social Science & Medicine, Elsevier, vol. 175(C), pages 117-126.
    11. Michael Zschille & Matthias Walter, 2012. "The performance of German water utilities: a (semi)-parametric analysis," Applied Economics, Taylor & Francis Journals, vol. 44(29), pages 3749-3764, October.
    12. Franz Hahn, 2007. "Environmental determinants of banking efficiency in Austria," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 34(3), pages 231-245, July.
    13. Halkos, George & Tzeremes, Nickolaos, 2009. "Exploring the effect of countries’ economic prosperity on their biodiversity performance," MPRA Paper 32102, University Library of Munich, Germany.
    14. Esteve, Miriam & Aparicio, Juan & Rodriguez-Sala, Jesus J. & Zhu, Joe, 2023. "Random Forests and the measurement of super-efficiency in the context of Free Disposal Hull," European Journal of Operational Research, Elsevier, vol. 304(2), pages 729-744.
    15. Stefanos A. Nastis & Thomas Bournaris & Dimitrios Karpouzos, 2019. "Fuzzy data envelopment analysis of organic farms," Operational Research, Springer, vol. 19(2), pages 571-584, June.
    16. Halkos, George & Tzeremes, Nickolaos, 2012. "Evaluating professional tennis players’ career performance: A Data Envelopment Analysis approach," MPRA Paper 41516, University Library of Munich, Germany.
    17. Jesús T. Pastor & JosÉ L. Ruiz & Inmaculada Sirvent, 2002. "A Statistical Test for Nested Radial Dea Models," Operations Research, INFORMS, vol. 50(4), pages 728-735, August.
    18. Nitin Arora & Ishfaq Ali Ganaie, 2023. "How Much Technically Efficient Is The South Asian Region? An Intra-Regional Comparison Among Its Affiliates," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 24(1), pages 20-40, March.
    19. Franz R. Hahn, 2005. "Determinants of Bank Profitability in Austria. A Micro-Macro Approach," WIFO Studies, WIFO, number 25688, April.
    20. Olga Goncalves & Elisabeth Robinot & Hélène Michel, 2015. "Does It Pay to Be Green? The Case of French Ski Resorts," Grenoble Ecole de Management (Post-Print) hal-01591790, HAL.

    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:bpj:jossai:v:6:y:2018:i:4:p:320-335:n:3. 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: Peter Golla (email available below). General contact details of provider: https://www.degruyter.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.