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

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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
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    References listed on IDEAS

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    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
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