IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i13p10398-d1184742.html
   My bibliography  Save this article

The Sustainability of Regional Innovation in China: Insights from Regional Innovation Values and Their Spatial Distribution

Author

Listed:
  • Yipeng Zhang

    (School of Economics and Resources Management, Beijing Normal University, Beijing 100875, China)

Abstract

As the continuous improvement of the quality of innovation becomes increasingly significant for balanced regional development in China, it is critical to provide insights into the sustainability of regional innovation in China from the viewpoint of value. This study estimates regional innovation values based on an improved regional innovation value model incorporating patent values and a regional innovation indicator system. Data for invention patents as well as regional innovation indicators in 282 cities from 1987 to 2019 in China are utilized for estimation. Based on the estimated parameters and Monte Carlo simulation, city-level innovation values are calculated as benchmarks, along with provincial and regional innovation values, to analyze the patterns of the spatial distribution and agglomeration of regional innovation value. The findings are as follows. (1) The regional innovation value model provides an effective way to measure regional innovation in terms of value. (2) The regional innovation values are unevenly distributed; cities with higher innovation values are clustered in Eastern China, while most other cities have much lower innovation values. (3) The innovation values in Eastern China are notably higher, and the differences in innovation values between Eastern China and other regions are large and show a trend of first widening and then narrowing during the sample period. (4) The sustainability of regional innovation is not widely achieved, since highly concentrated innovation value is found in only a few regions in the eastern coastal areas. These findings suggest that promoting China’s innovation capacity and the sustainable development of technological innovation requires continually implementing innovation-driven development strategies, cultivating high-value innovation, optimizing industrial transfer, improving the layout of the national research infrastructure, giving full play to spatial spillover effects, and promoting interregional innovation information exchange in order to achieve the balanced and sustainable development of regional innovation.

Suggested Citation

  • Yipeng Zhang, 2023. "The Sustainability of Regional Innovation in China: Insights from Regional Innovation Values and Their Spatial Distribution," Sustainability, MDPI, vol. 15(13), pages 1-42, June.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:13:p:10398-:d:1184742
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/13/10398/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/13/10398/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bresnahan, Timothy F. & Trajtenberg, M., 1995. "General purpose technologies 'Engines of growth'?," Journal of Econometrics, Elsevier, vol. 65(1), pages 83-108, January.
    2. Liang, Lin & Li, Yan, 2023. "How does government support promote digital economy development in China? The mediating role of regional innovation ecosystem resilience," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    3. Feng, Wei & Li, Jiajia, 2021. "International technology spillovers and innovation quality: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 289-308.
    4. repec:fth:harver:1473 is not listed on IDEAS
    5. Cooke, Philip & Gomez Uranga, Mikel & Etxebarria, Goio, 1997. "Regional innovation systems: Institutional and organisational dimensions," Research Policy, Elsevier, vol. 26(4-5), pages 475-491, December.
    6. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    7. Xiongfeng Pan & Jinming Li & Zhiyang Shen & Malin Song, 2023. "Life cycle identification of China's regional innovation systems based on entropy weight disturbing attribute model," Post-Print hal-03974934, HAL.
    8. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    9. Goto, Akira & Motohashi, Kazuyuki, 2007. "Construction of a Japanese Patent Database and a first look at Japanese patenting activities," Research Policy, Elsevier, vol. 36(9), pages 1431-1442, November.
    10. Schankerman, Mark & Pakes, Ariel, 1986. "Estimates of the Value of Patent Rights in European Countries during the Post-1950 Period," Economic Journal, Royal Economic Society, vol. 96(384), pages 1052-1076, December.
    11. Zeng, Juying & Ning, Zhenzhen & Lassala, Carlos & Ribeiro-Navarrete, Samuel, 2023. "Effect of innovative-city pilot policy on industry–university–research collaborative innovation," Journal of Business Research, Elsevier, vol. 162(C).
    12. Xu, Aiting & Qiu, Keyang & Jin, Canyang & Cheng, Caijuan & Zhu, Yuhan, 2022. "Regional innovation ability and its inequality: Measurements and dynamic decomposition," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    13. Amemiya, Takeshi, 1981. "Qualitative Response Models: A Survey," Journal of Economic Literature, American Economic Association, vol. 19(4), pages 1483-1536, December.
    14. Wang, Ning & Hagedoorn, John, 2014. "The lag structure of the relationship between patenting and internal R&D revisited," Research Policy, Elsevier, vol. 43(8), pages 1275-1285.
    15. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    16. John Bound & Clint Cummins & Zvi Griliches & Bronwyn H. Hall & Adam B. Jaffe, 1984. "Who Does R&D and Who Patents?," NBER Chapters, in: R&D, Patents, and Productivity, pages 21-54, National Bureau of Economic Research, Inc.
    17. Yu Chen & Haoming Shi & Jun Ma & Victor Shi, 2020. "The Spatial Spillover Effect in Hi-Tech Industries: Empirical Evidence from China," Sustainability, MDPI, vol. 12(4), pages 1-16, February.
    18. Hu, Mei-Chih & Mathews, John A., 2005. "National innovative capacity in East Asia," Research Policy, Elsevier, vol. 34(9), pages 1322-1349, November.
    19. Xie, Xuemei & Liu, Xiaojie & Blanco, Cristina, 2023. "Evaluating and forecasting the niche fitness of regional innovation ecosystems: A comparative evaluation of different optimized grey models," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    20. Furman, Jeffrey L. & Hayes, Richard, 2004. "Catching up or standing still?: National innovative productivity among 'follower' countries, 1978-1999," Research Policy, Elsevier, vol. 33(9), pages 1329-1354, November.
    21. G. Martinidis & N. Komninos & E. Carayannis, 2022. "Taking into Account the Human Factor in Regional Innovation Systems and Policies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(2), pages 849-879, June.
    22. Jean O. Lanjouw & Ariel Pakes & Jonathan Putnam, 1998. "How to Count Patents and Value Intellectual Property: The Uses of Patent Renewal and Application Data," Journal of Industrial Economics, Wiley Blackwell, vol. 46(4), pages 405-432, December.
    23. Hu, Mei-Ying & Lu, You-Xun & Lai, Ching-chong, 2023. "Patent term extensions and commercialization lags in the pharmaceutical industry: A growth-theoretic analysis," Journal of Macroeconomics, Elsevier, vol. 76(C).
    24. Harhoff, Dietmar & Scherer, Frederic M. & Vopel, Katrin, 2003. "Citations, family size, opposition and the value of patent rights," Research Policy, Elsevier, vol. 32(8), pages 1343-1363, September.
    25. Wang, Zhaoxing & He, Qile & Xia, Senmao & Sarpong, David & Xiong, Ailun & Maas, Gideon, 2020. "Capacities of business incubator and regional innovation performance," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    26. Zhang, Gupeng & Lv, Xiaofeng & Zhou, Jianghua, 2014. "Private value of patent right and patent infringement: An empirical study based on patent renewal data of China," China Economic Review, Elsevier, vol. 28(C), pages 37-54.
    27. Huang, Chia-Hui & Hou, Tony Chieh-Tse, 2019. "Innovation, research and development, and firm profitability in Taiwan: Causality and determinants," International Review of Economics & Finance, Elsevier, vol. 59(C), pages 385-394.
    28. Deng, Yi, 2011. "A dynamic stochastic analysis of international patent application and renewal processes," International Journal of Industrial Organization, Elsevier, vol. 29(6), pages 766-777.
    29. Bessen, James, 2008. "The value of U.S. patents by owner and patent characteristics," Research Policy, Elsevier, vol. 37(5), pages 932-945, June.
    30. Ariel Pakes & Mark Schankerman, 1984. "The Rate of Obsolescence of Patents, Research Gestation Lags, and the Private Rate of Return to Research Resources," NBER Chapters, in: R&D, Patents, and Productivity, pages 73-88, National Bureau of Economic Research, Inc.
    31. Chen, Jin & Su, Yu-Shan & de Jong, Jeroen P.J. & von Hippel, Eric, 2020. "Household sector innovation in China: Impacts of income and motivation," Research Policy, Elsevier, vol. 49(4).
    32. Gao, Kang & Yuan, Yijun, 2022. "Government intervention, spillover effect and urban innovation performance: Empirical evidence from national innovative city pilot policy in China," Technology in Society, Elsevier, vol. 70(C).
    33. Zvi Griliches, 1984. "R&D, Patents, and Productivity," NBER Books, National Bureau of Economic Research, Inc, number gril84-1, May.
    34. Xu, Aiting & Qiu, Keyang & Zhu, Yuhan, 2023. "The measurements and decomposition of innovation inequality: Based on Industry − University − Research perspective," Journal of Business Research, Elsevier, vol. 157(C).
    35. Hu, Yubei & Ahmad, Ali J. & Lu, Dawei, 2023. "Performance management challenges at Chinese business incubators: A systematic literature review," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    36. Huangxin Chen & Hang Lin & Wenjie Zou, 2020. "Research on the Regional Differences and Influencing Factors of the Innovation Efficiency of China’s High-Tech Industries: Based on a Shared Inputs Two-Stage Network DEA," Sustainability, MDPI, vol. 12(8), pages 1-15, April.
    37. Gambardella, Alfonso, 2013. "The economic value of patented inventions: Thoughts and some open questions," International Journal of Industrial Organization, Elsevier, vol. 31(5), pages 626-633.
    38. Lanjouw, Jean O & Pakes, Ariel & Putnam, Jonathan, 1998. "How to Count Patents and Value Intellectual Property: The Uses of Patent Renewal and Application Data," Journal of Industrial Economics, Wiley Blackwell, vol. 46(4), pages 405-432, December.
    39. Meyer, M., 2005. "Independent inventors and public support measures: insights from 33 case studies in Finland," World Patent Information, Elsevier, vol. 27(2), pages 113-123, June.
    40. Hu, Albert Guangzhou & Jefferson, Gary H., 2009. "A great wall of patents: What is behind China's recent patent explosion?," Journal of Development Economics, Elsevier, vol. 90(1), pages 57-68, September.
    41. Kangoh Lee, 2020. "The value and direction of innovation," Journal of Economics, Springer, vol. 130(2), pages 133-156, July.
    42. Zhang, Gupeng & Duan, Hongbo & Wang, Shouyang & Zhang, Qianlong, 2018. "Comparative technological advantages between China and developed areas in respect of energy production: Quantitative and qualitative measurements based on patents," Energy, Elsevier, vol. 162(C), pages 1223-1233.
    43. Pakes, Ariel S, 1986. "Patents as Options: Some Estimates of the Value of Holding European Patent Stocks," Econometrica, Econometric Society, vol. 54(4), pages 755-784, July.
    44. Wang, Cassandra C. & Wu, Aiqi, 2016. "Geographical FDI knowledge spillover and innovation of indigenous firms in China," International Business Review, Elsevier, vol. 25(4), pages 895-906.
    45. Furman, Jeffrey L. & Porter, Michael E. & Stern, Scott, 2002. "The determinants of national innovative capacity," Research Policy, Elsevier, vol. 31(6), pages 899-933, August.
    46. Li, Kanyong, 2023. "Can resource endowment and industrial structure drive green innovation efficiency in the context of COP 26?," Resources Policy, Elsevier, vol. 82(C).
    47. Deng, Yi, 2007. "Private value of European patents," European Economic Review, Elsevier, vol. 51(7), pages 1785-1812, October.
    48. Jean Olson Lanjouw, 1998. "Patent Protection in the Shadow of Infringement: Simulation Estimations of Patent Value," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(4), pages 671-710.
    49. Li, Xibao, 2009. "China's regional innovation capacity in transition: An empirical approach," Research Policy, Elsevier, vol. 38(2), pages 338-357, March.
    50. Daniel Sichel & Eric von Hippel, 2019. "Household Innovation, R&D, and New Measures of Intangible Capital," NBER Working Papers 25599, National Bureau of Economic Research, Inc.
    51. Huang, Can, 2012. "Estimates of the value of patent rights in China," MERIT Working Papers 2012-004, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    52. Jean O. Lanjouw & Mark Schankerman, 2004. "Patent Quality and Research Productivity: Measuring Innovation with Multiple Indicators," Economic Journal, Royal Economic Society, vol. 114(495), pages 441-465, April.
    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. Zhang, Gupeng & Lv, Xiaofeng & Zhou, Jianghua, 2014. "Private value of patent right and patent infringement: An empirical study based on patent renewal data of China," China Economic Review, Elsevier, vol. 28(C), pages 37-54.
    2. Bessen, James, 2008. "The value of U.S. patents by owner and patent characteristics," Research Policy, Elsevier, vol. 37(5), pages 932-945, June.
    3. Appio, Francesco Paolo & Baglieri, Daniela & Cesaroni, Fabrizio & Spicuzza, Lucia & Donato, Alessia, 2022. "Patent design strategies: Empirical evidence from European patents," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    4. Nagaoka, Sadao & Motohashi, Kazuyuki & Goto, Akira, 2010. "Patent Statistics as an Innovation Indicator," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1083-1127, Elsevier.
    5. Mohd Shadab Danish & Pritam Ranjan & Ruchi Sharma, 2021. "Identification of “Valuable” Technologies via Patent Statistics in India: An Analysis Based on Renewal Information," BASE University Working Papers 13/2021, BASE University, Bengaluru, India.
    6. Gupeng, Zhang & Xiangdong, Chen, 2012. "The value of invention patents in China: Country origin and technology field differences," China Economic Review, Elsevier, vol. 23(2), pages 357-370.
    7. Leila Tahmooresnejad & Catherine Beaudry, 2018. "Do patents of academic funded researchers enjoy a longer life? A study of patent renewal decisions," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-22, August.
    8. Dujuan Huang & Hongbo Duan & Gupeng Zhang, 2020. "Analysis on the Enterprises’ Innovation Quality Based on the Patent Value: A Comparison between Public and Private Enterprises in China," Sustainability, MDPI, vol. 12(8), pages 1-15, April.
    9. Liu, Li-jun & Cao, Cong & Song, Min, 2014. "China's agricultural patents: How has their value changed amid recent patent boom?," Technological Forecasting and Social Change, Elsevier, vol. 88(C), pages 106-121.
    10. Zhang, Gupeng & Duan, Hongbo & Wang, Shouyang & Zhang, Qianlong, 2018. "Comparative technological advantages between China and developed areas in respect of energy production: Quantitative and qualitative measurements based on patents," Energy, Elsevier, vol. 162(C), pages 1223-1233.
    11. Gaétan de Rassenfosse & Adam B. Jaffe, 2018. "Are patent fees effective at weeding out low‐quality patents?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 27(1), pages 134-148, March.
    12. Mohd Shadab Danish & Pritam Ranjan & Ruchi Sharma, 2022. "Assessing the Impact of Patent Attributes on the Value of Discrete and Complex Innovations," Papers 2208.07222, arXiv.org.
    13. Carlos J. Serrano, 2010. "The dynamics of the transfer and renewal of patents," RAND Journal of Economics, RAND Corporation, vol. 41(4), pages 686-708, December.
    14. Antoine Dechezleprêtre & Yann Ménière & Myra Mohnen, 2017. "International patent families: from application strategies to statistical indicators," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(2), pages 793-828, May.
    15. Nicolas van Zeebroeck, 2009. "From patent renewals to applications survival: do portfolio management strategies play a role in patent length?," Working Papers CEB 09-028.RS, ULB -- Universite Libre de Bruxelles.
    16. Deng, Yi, 2007. "Private value of European patents," European Economic Review, Elsevier, vol. 51(7), pages 1785-1812, October.
    17. Kim, Jinyoung, 2022. "Teamwork in innovation under time pressure," Labour Economics, Elsevier, vol. 75(C).
    18. Wagner, Stefan & Wakeman, Simon, 2016. "What do patent-based measures tell us about product commercialization? Evidence from the pharmaceutical industry," Research Policy, Elsevier, vol. 45(5), pages 1091-1102.
    19. Nicolas van Zeebroeck, 2007. "Patents only live twice: a patent survival analysis in Europe," Working Papers CEB 07-028.RS, ULB -- Universite Libre de Bruxelles.
    20. Bas Straathof & Sander van Veldhuizen, 2012. "Market size, institutions, and the value of rights provided by patents," CPB Discussion Paper 226.rdf, CPB Netherlands Bureau for Economic Policy Analysis.

    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:gam:jsusta:v:15:y:2023:i:13:p:10398-:d:1184742. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.