Skip to main content

Spatial Autocorrelation Analysis of Regional Differences of Patent as Collateral Distribution in China

  • Conference paper
  • 2751 Accesses

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 482))

Abstract

The purpose of this paper is to explore the distribution of patent as collateral in the different region in China from 2008 to 2012, and analyze the spatial correlation of patent as collateral with GDP and enterprise patent application. Using the spatial autocorrelation analysis method, we analyze the Global and Local spatial autocorrelation of patent as collateral. Taking the GDP per capita and the number of enterprise patent application as indexes of measure, discusses the spatial autocorrelation of the patent as collateral. Some conclusions are drawn as follow: there is a great increase in the number of patent as collateral from 2008 to 2012, and the upward trend is more significant in east areas compared with middle and west areas in China; The Global and Local Moran’s I of patent as collateral reveals that there is evolution from a discretization pattern to an agglomeration pattern, and the agglomeration area of patent as collateral increasingly concentrated in eastern China; the influences of regional economic development and enterprise patent application are not spatial autocorrelation with patent as collateral before 2012.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Amable, B., Chatelain, J.B., Ralf, K.: Patents as collaterall. Journal of Economic Dynamics and Control 34(6), 1092–1104 (2010)

    Article  MathSciNet  Google Scholar 

  2. Anselin, L.: The Moran scatterplot as an ESDA tool to assess local instability in spatial association. Spatial Analytical Perspectives on GIS 5, 111–125 (1996)

    Google Scholar 

  3. Anselin, L.: Local indicators of spatial association—LISA. Geographical Analysis 27(2), 93–115 (1995)

    Article  Google Scholar 

  4. Beck, T., Demirguc-Kunt, A.: Small and medium-size enterprises: Access to finance as a growth constraint. Journal of Banking & Finance 30(11), 2931–2943 (2006)

    Article  Google Scholar 

  5. De la Tour, A., Glachant, M., Ménière, Y.: Innovation and international technology transfer: The case of the Chinese photovoltaic industry. Energy Policy 39(2), 761–770 (2011)

    Article  Google Scholar 

  6. Dang, J., Motohashi, K.: Patent value and liquidity: evidence from patent-collateralized loans in China (2012)

    Google Scholar 

  7. Fischer, T., Ringler, P.: What patents are used as collateral?—an empirical analysis of patent reassignment data. Journal of Business Venturing (2014)

    Google Scholar 

  8. Grimpe, C., Fier, H.: Informal university technology transfer: a comparison between the United States and Germany. The Journal of Technology Transfer 35(6), 637–650 (2010)

    Article  Google Scholar 

  9. Goodchild, M.F.: Spatial autocorrelation. Geo Books, Norwich (1986)

    Google Scholar 

  10. Huang, C., Notten, A., Rasters, N.: Nanoscience and technology publications and patents: a review of social science studies and search strategies. The Journal of Technology Transfer 36(2), 145–172 (2011)

    Article  Google Scholar 

  11. Hall, B.H., Jaffe, A., Trajtenberg, M.: Market value and patent citations. RAND Journal of Economics, 16–38 (2005)

    Google Scholar 

  12. Jir, T., Ding, Z.T.: Study on Countermeasures of Boosting the Development of Small and Medium-sized Enterprises by Patent Pledge Loan (2011)

    Google Scholar 

  13. Jensen, R., Showalter, D.: Strategic debt and patent races. International Journal of Industrial Organization 22(7), 887–915 (2004)

    Article  Google Scholar 

  14. Kaul, A.: Technology and corporate scope: Firm and rival innovation as antecedents of corporate transactions. Strategic Management Journal 33(4), 347–367 (2012)

    Article  Google Scholar 

  15. Merges, R.P., Menell, P.S., Lemley, M.A.: Intellectual Property in the New Technological Age: 2004 Case and Statutory Supplement. Aspen Publishers (2003)

    Google Scholar 

  16. Mann, W.: Creditor rights and innovation: Evidence from patent collateral. Available at SSRN 23(5), 6–15 (2013)

    Google Scholar 

  17. Overmars, K., De Koning, G., Veldkamp, P.A.: Spatial autocorrelation in multi-scale land use models. Ecological Modelling 164(2), 257–270 (2003)

    Article  Google Scholar 

  18. Rosenbusch, N., Brinckmann, J., Bausch, A.: Is innovation always beneficial? A meta-analysis of the relationship between innovation and performance in SMEs. Journal of Business Venturing 26(4), 441–457 (2011)

    Article  Google Scholar 

  19. Serrasqueiro, Z., Nunes, P.M.: Is age a determinant of SMEs’ financing decisions? Empirical evidence using panel data models. Entrepreneurship Theory and Practice 36(4), 627–654 (2012)

    Article  Google Scholar 

  20. Wang, X.-Y., Li, S.-Y.: On the Role of Government in Resolving the Risk of Patent Pledge. Tianjin Legal Science, 2–5 (2010)

    Google Scholar 

  21. Zhang, C., Mcgrath, D.: Geostatistical and GIS analyses on soil organic carbon concentrations in grassland of southeastern Ireland from two different periods. Geoderma 119(3), 261–275 (2004)

    Article  Google Scholar 

  22. Zhao, X., Hung, X., Liu, Y.: Spatial Autocorrelation Analysis of Chinese Inter-Provincial Industrial Chemical Oxygen Demand Discharge. International Journal of Environmental Research and Public Health 9(6), 2031–2044 (2012)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Hu, Y., Gu, X., Wang, T. (2015). Spatial Autocorrelation Analysis of Regional Differences of Patent as Collateral Distribution in China. In: Bian, F., Xie, Y. (eds) Geo-Informatics in Resource Management and Sustainable Ecosystem. GRMSE 2014. Communications in Computer and Information Science, vol 482. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-45737-5_43

Download citation

  • DOI: https://doi.org/10.1007/978-3-662-45737-5_43

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-662-45736-8

  • Online ISBN: 978-3-662-45737-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics