IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v180y2022ics0040162522002396.html
   My bibliography  Save this article

Regional innovation ability and its inequality: Measurements and dynamic decomposition

Author

Listed:
  • Xu, Aiting
  • Qiu, Keyang
  • Jin, Canyang
  • Cheng, Caijuan
  • Zhu, Yuhan

Abstract

To bridge the research gap regarding the inequality of innovation ability, this paper proposes a more reasonable proxy indicator of research and development capital, applying the concentration index to quantify the inequality of regional innovation ability based on the regional economic levels in China and to dynamically decompose changes of regional innovation ability inequality. The study reveals that China's innovation ability has gradually improved, accompanied by significant regional agglomeration effects and widening regional gaps. The findings indicate that inequality of regional innovation ability in China remains high, and the correlation between the regional innovation ability and economic development level has increased. Improvement in the degree of synergy between regional economic development is conducive to alleviating the inequality of regional innovation ability, and cumulative innovation ability effects, particularly the scale factor, exacerbate the inequality of regional innovation ability. This research has important practical significance for policymakers and researchers seeking approaches to investigate and promote effective the coordinated development of regional innovation and improve the overall quality and efficiency of innovation ability.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:tefoso:v:180:y:2022:i:c:s0040162522002396
    DOI: 10.1016/j.techfore.2022.121713
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162522002396
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2022.121713?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. Eloi Lauren, 2008. "Economic consequences of the size of nations, 50 years on," Documents de Travail de l'OFCE 2008-26, Observatoire Francais des Conjonctures Economiques (OFCE).
    2. 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.
    3. Petrie, Dennis & Allanson, Paul & Gerdtham, Ulf-G., 2011. "Accounting for the dead in the longitudinal analysis of income-related health inequalities," Journal of Health Economics, Elsevier, vol. 30(5), pages 1113-1123.
    4. Eloi Laurent, 2008. "Economic consequences of the size of nations, 50 years on," SciencePo Working papers Main hal-00972823, HAL.
    5. Hurley, Jeremiah & Mentzakis, Emmanouil & Walli-Attaei, Marjan, 2020. "Inequality aversion in income, health, and income-related health," Journal of Health Economics, Elsevier, vol. 70(C).
    6. Ribeiro-Navarrete, Samuel & Botella-Carrubi, Dolores & Palacios-Marqués, Daniel & Orero-Blat, Maria, 2021. "The effect of digitalization on business performance: An applied study of KIBS," Journal of Business Research, Elsevier, vol. 126(C), pages 319-326.
    7. Jakob B. Madsen, 2008. "Economic Growth, TFP Convergence and the World Export of Ideas: A Century of Evidence," Scandinavian Journal of Economics, Wiley Blackwell, vol. 110(1), pages 145-167, March.
    8. Zvi Griliches, 1998. "R&D and Productivity Growth: Comparing Japanese and U.S. Manufacturing Firms," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 187-210, National Bureau of Economic Research, Inc.
    9. Hall, Bronwyn H. & Mairesse, Jacques, 1995. "Exploring the relationship between R&D and productivity in French manufacturing firms," Journal of Econometrics, Elsevier, vol. 65(1), pages 263-293, January.
    10. Allanson, Paul & Gerdtham, Ulf-G. & Petrie, Dennis, 2010. "Longitudinal analysis of income-related health inequality," Journal of Health Economics, Elsevier, vol. 29(1), pages 78-86, January.
    11. Rosina Moreno & Raffaele Paci & Stefano Usai, 2005. "Spatial Spillovers and Innovation Activity in European Regions," Environment and Planning A, , vol. 37(10), pages 1793-1812, October.
    12. Griliches, Zvi, 1980. "R & D and the Productivity Slowdown," American Economic Review, American Economic Association, vol. 70(2), pages 343-348, May.
    13. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    14. Pellegrino, Gabriele & Piva, Mariacristina & Vivarelli, Marco, 2012. "Young firms and innovation: A microeconometric analysis," Structural Change and Economic Dynamics, Elsevier, vol. 23(4), pages 329-340.
    15. Wendy C. Y. Li & Bronwyn H. Hall, 2020. "Depreciation of Business R&D Capital," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 66(1), pages 161-180, March.
    16. 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.
    17. Daniel J. Henderson & R. Robert Russell, 2005. "Human Capital And Convergence: A Production-Frontier Approach ," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 46(4), pages 1167-1205, November.
    18. Makdissi, Paul & Yazbeck, Myra, 2016. "Avoiding blindness to health status in health achievement and health inequality measurement," Social Science & Medicine, Elsevier, vol. 171(C), pages 39-47.
    19. Richard Florida & Charlotta Mellander, 2016. "The Geography of Inequality: Difference and Determinants of Wage and Income Inequality across US Metros," Regional Studies, Taylor & Francis Journals, vol. 50(1), pages 79-92, January.
    20. Erreygers, Guido & Van Ourti, Tom, 2011. "Measuring socioeconomic inequality in health, health care and health financing by means of rank-dependent indices: A recipe for good practice," Journal of Health Economics, Elsevier, vol. 30(4), pages 685-694, July.
    21. Feder, Christophe, 2018. "The effects of disruptive innovations on productivity," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 186-193.
    22. Wagstaff, Adam & van Doorslaer, Eddy & Watanabe, Naoko, 2003. "On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam," Journal of Econometrics, Elsevier, vol. 112(1), pages 207-223, January.
    23. Colombo, Massimo G. & Grilli, Luca & Murtinu, Samuele, 2011. "R&D subsidies and the performance of high-tech start-ups," Economics Letters, Elsevier, vol. 112(1), pages 97-99, July.
    24. Mohammad Abu-Zaineh & Maame Esi Woode & Marwân-Al-Qays Bousmah, 2018. "The importance of health for income inequality in the occupied Palestinian territory: a decomposition analysis and cross-sectional study," Post-Print hal-01719862, HAL.
    25. Callaghan, Christian William, 2021. "Growth contributions of technological change: Is there a burden of knowledge effect?," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    26. repec:hal:spmain:info:hdl:2441/10049 is not listed on IDEAS
    27. Boeing, Philipp & Mueller, Elisabeth & Sandner, Philipp, 2016. "China's R&D explosion—Analyzing productivity effects across ownership types and over time," Research Policy, Elsevier, vol. 45(1), pages 159-176.
    28. Law, Siong Hook & Naseem, N.A.M. & Lau, Wei Theng & Trinugroho, Irwan, 2020. "Can innovation improve income inequality? Evidence from panel data," Economic Systems, Elsevier, vol. 44(4).
    29. repec:hal:wpspec:info:hdl:2441/10049 is not listed on IDEAS
    30. Fagerberg, Jan & Martin, Ben R. & Andersen, Esben Sloth (ed.), 2013. "Innovation Studies: Evolution and Future Challenges," OUP Catalogue, Oxford University Press, number 9780199686353.
    31. Gyedu, Samuel & Heng, Tang & Ntarmah, Albert Henry & He, Yingqi & Frimppong, Emmanuel, 2021. "The impact of innovation on economic growth among G7 and BRICS countries: A GMM style panel vector autoregressive approach," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    32. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    33. Proksch, Dorian & Haberstroh, Marcus Max & Pinkwart, Andreas, 2017. "Increasing the national innovative capacity: Identifying the pathways to success using a comparative method," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 256-270.
    34. Bernier, Maxence & Plouffe, Michael, 2019. "Financial innovation, economic growth, and the consequences of macroprudential policies," Research in Economics, Elsevier, vol. 73(2), pages 162-173.
    35. 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.
    36. Y. Ling Lo & Yanqiong Li & Kam C. Chan, 2019. "Contemporary Innovation in China," Chinese Economy, Taylor & Francis Journals, vol. 52(5), pages 387-399, September.
    37. Wang, Yuandi & Sutherland, Dylan & Ning, Lutao & Pan, Xin, 2015. "The evolving nature of China's regional innovation systems: Insights from an exploration–exploitation approach," Technological Forecasting and Social Change, Elsevier, vol. 100(C), pages 140-152.
    38. Lwin Lwin Aung & Peter Warr, 2021. "Decomposing changes in inequality: Evidence from Myanmar," Review of Development Economics, Wiley Blackwell, vol. 25(3), pages 1172-1196, August.
    39. Roberta Capello & Camilla Lenzi, 2019. "Regional innovation evolution and economic performance," Regional Studies, Taylor & Francis Journals, vol. 53(9), pages 1240-1251, September.
    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. Javed, Hasnain & Du, Jianguo & Iqbal, Shuja & Nassani, Abdelmohsen A. & Basheer, Muhammad Farhan, 2024. "The impact of mineral resource abundance on environmental degradation in ten mineral- rich countries: Do the green innovation and financial technology matter?," Resources Policy, Elsevier, vol. 90(C).
    2. Tang, Kai & Wang, Yu-ying & Wang, Hai-jie, 2024. "The impact of innovation capability on green development in China's urban agglomerations," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    3. Pham, Hien Thu & Hoang, Viet-Ngu & Yu, Ming-Miin & McLennan, Char-lee J., 2024. "Dynamic efficiency of Australia's innovation systems: A regional and state analysis," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    4. 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.
    5. Xu, Aiting & Zhu, Yuhan & Wang, Wenpu, 2023. "Micro green technology innovation effects of green finance pilot policy—From the perspectives of action points and green value," Journal of Business Research, Elsevier, vol. 159(C).
    6. 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).
    7. Akhtar, Shamim & Tian, Hongyun & Alsedrah, Ibrahim Tawfeeq & Anwar, Ahsan & Bashir, Shahid, 2024. "Green mining in China: Fintech's contribution to enhancing innovation performance aimed at sustainable and digital transformation in the mining sector," Resources Policy, Elsevier, vol. 92(C).
    8. Xiaoqing Ai & Hongda Zhang & Keyu Guo & Fubin Shi, 2022. "Does Regional Innovation Environment Have an Impact on the Gathering of Technological Talent? An Empirical Study Based on 31 Provinces in China," Sustainability, MDPI, vol. 14(23), pages 1-17, November.
    9. Guo, Qing & Wang, Hongsen & Lu, Xin & Qu, Long, 2024. "Effects of innovation environment on carbon intensity: The moderating role of information industry," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 967-977.
    10. Runyuan Wang & Weiguang Cai & Hong Ren & Xianrui Ma, 2023. "Heterogeneous Effects of the Talent Competition on Urban Innovation in China: Evidence from Prefecture-Level Cities," Land, MDPI, vol. 12(3), pages 1-15, March.
    11. Xu, Aiting & Song, Miaoyuan & Wu, Yunguang & Luo, Yifan & Zhu, Yuhan & Qiu, Keyang, 2024. "Effects of new urbanization on China's carbon emissions: A quasi-natural experiment based on the improved PSM-DID model," Technological Forecasting and Social Change, Elsevier, vol. 200(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. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    2. Gustav Kjellsson & Dennis Petrie & Tom (T.G.M.) van Ourti, 2018. "Measuring income-related inequalities in risky health prospects," Tinbergen Institute Discussion Papers 18-007/V, Tinbergen Institute.
    3. 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).
    4. Francesco Di Comite & D'Artis Kancs & Wouter Torfs, 2015. "Macroeconomic Modelling of R&D and Innovation Policies," JRC Research Reports JRC89558, Joint Research Centre.
    5. Baeten, Steef & Van Ourti, Tom & van Doorslaer, Eddy, 2013. "Rising inequalities in income and health in China: Who is left behind?," Journal of Health Economics, Elsevier, vol. 32(6), pages 1214-1229.
    6. Kyriakos Drivas & Claire Economidou & Efthymios G. Tsionas, 2018. "Production of output and ideas: efficiency and growth patterns in the United States," Regional Studies, Taylor & Francis Journals, vol. 52(1), pages 105-118, January.
    7. Robert Wieser, 2005. "Research And Development Productivity And Spillovers: Empirical Evidence At The Firm Level," Journal of Economic Surveys, Wiley Blackwell, vol. 19(4), pages 587-621, September.
    8. Jiann-Chyuan Wang & Kuen-Hung Tsai, 2003. "Productivity Growth and R&D Expenditure in Taiwan's Manufacturing Firms," NBER Working Papers 9724, National Bureau of Economic Research, Inc.
    9. Esfandiar Maasoumi & Almas Heshmati & Inhee Lee, 2021. "Green innovations and patenting renewable energy technologies," Empirical Economics, Springer, vol. 60(1), pages 513-538, January.
    10. Raquel Ortega-Argilés, 2013. "R&D, knowledge, economic growth and the transatlantic productivity gap," Chapters, in: Frank Giarratani & Geoffrey J.D. Hewings & Philip McCann (ed.), Handbook of Industry Studies and Economic Geography, chapter 11, pages 271-302, Edward Elgar Publishing.
    11. Giulio Cainelli, 2008. "Spatial Agglomeration, Technological Innovations, and Firm Productivity: Evidence from Italian Industrial Districts," Growth and Change, Wiley Blackwell, vol. 39(3), pages 414-435, September.
    12. Dirk Czarnitzki & Hanna Hottenrott & Susanne Thorwarth, 2011. "Industrial research versus development investment: the implications of financial constraints," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 35(3), pages 527-544.
    13. Henrik Braconier & Fredrik Sjöholm, 1998. "National and international spillovers from R&D: Comparing a neoclassical and an endogenous growth approach," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 134(4), pages 638-663, December.
    14. Tappeiner, Gottfried & Hauser, Christoph & Walde, Janette, 2008. "Regional knowledge spillovers: Fact or artifact?," Research Policy, Elsevier, vol. 37(5), pages 861-874, June.
    15. Pedro de Faria & Francisco Lima, 2012. "Interdependence and spillovers: is firm performance affected by others’ innovation activities?," Applied Economics, Taylor & Francis Journals, vol. 44(36), pages 4765-4775, December.
    16. Kancs, d’Artis & Siliverstovs, Boriss, 2016. "R&D and non-linear productivity growth," Research Policy, Elsevier, vol. 45(3), pages 634-646.
    17. Emanuela Marrocu & Raffaele Paci & Marco Pontis, 2012. "Intangible capital and firms' productivity," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(2), pages 377-402, April.
    18. G Cameron, 1996. "Innovation and Economic Growth," CEP Discussion Papers dp0277, Centre for Economic Performance, LSE.
    19. Fedderke, J.W. & Bogetic, Z., 2009. "Infrastructure and Growth in South Africa: Direct and Indirect Productivity Impacts of 19 Infrastructure Measures," World Development, Elsevier, vol. 37(9), pages 1522-1539, September.
    20. Ugur, Mehmet & Trushin, Eshref & Solomon, Edna & Guidi, Francesco, 2016. "R&D and productivity in OECD firms and industries: A hierarchical meta-regression analysis," Research Policy, Elsevier, vol. 45(10), pages 2069-2086.

    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:eee:tefoso:v:180:y:2022:i:c:s0040162522002396. 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: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    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.