IDEAS home Printed from https://ideas.repec.org/a/eee/infome/v11y2017i1p1-17.html
   My bibliography  Save this article

A simple index of innovation with complexity

Author

Listed:
  • Fernandez Donoso, Jose

Abstract

Patents are the main source of data on innovation. Since most of the innovative activity happens outside of the patenting system, and since patents −and innovations- have different quality, complexity, and impact on each market, unweighted sums of patents and proxies are an imperfect indicator of a country’s innovative activity. I generate two very simple indices of innovation (one dependent on the size of a country, and another that normalizes country-size), based on weighting patents and exports by a complexity measure. Each index captures the technological complexity of innovations inside and outside the intellectual property rights system. I empirically analyze the rankings of these innovation indices, and contrast the results with technological development, GDP, and the existing mainstream innovation index.

Suggested Citation

  • Fernandez Donoso, Jose, 2017. "A simple index of innovation with complexity," Journal of Informetrics, Elsevier, vol. 11(1), pages 1-17.
  • Handle: RePEc:eee:infome:v:11:y:2017:i:1:p:1-17
    DOI: 10.1016/j.joi.2016.10.009
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1751157716300050
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.joi.2016.10.009?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 look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Nicholas Bloom & Mirko Draca & John Van Reenen, 2016. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(1), pages 87-117.
    2. Arnaud Costinot & Lindsay Oldenski & James Rauch, 2011. "Adaptation and the Boundary of Multinational Firms," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 298-308, February.
    3. Nathan Nunn, 2007. "Relationship-Specificity, Incomplete Contracts, and the Pattern of Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 569-600.
    4. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    5. Alireza Naghavi & Julia Spies & Farid Toubal, 2015. "Intellectual property rights, product complexity and the organization of multinational firms," Canadian Journal of Economics, Canadian Economics Association, vol. 48(3), pages 881-902, August.
    6. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    7. Michael Noel & Mark Schankerman, 2013. "Strategic Patenting and Software Innovation," Journal of Industrial Economics, Wiley Blackwell, vol. 61(3), pages 481-520, September.
    8. Pierre-Alexandre Balland & David L. Rigby, 2015. "The geography and evolution of complex knowledge," Papers in Evolutionary Economic Geography (PEEG) 1502, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2015.
    9. Massimiliano Bratti & Giulia Felice, 2012. "Are Exporters More Likely to Introduce Product Innovations?," The World Economy, Wiley Blackwell, vol. 35(11), pages 1559-1598, November.
    10. Ana Cecília Fieler, 2011. "Nonhomotheticity and Bilateral Trade: Evidence and a Quantitative Explanation," Econometrica, Econometric Society, vol. 79(4), pages 1069-1101, July.
    11. Wei-Chih Chen, 2013. "The Extensive and Intensive Margins of Exports: The Role of Innovation," The World Economy, Wiley Blackwell, vol. 36(5), pages 607-635, May.
    12. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2004. "Export Versus FDI with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 94(1), pages 300-316, March.
    13. Lybbert, Travis J. & Zolas, Nikolas J., 2014. "Getting patents and economic data to speak to each other: An ‘Algorithmic Links with Probabilities’ approach for joint analyses of patenting and economic activity," Research Policy, Elsevier, vol. 43(3), pages 530-542.
    14. Bronwyn Hall & Christian Helmers & Mark Rogers & Vania Sena, 2014. "The Choice between Formal and Informal Intellectual Property: A Review," Journal of Economic Literature, American Economic Association, vol. 52(2), pages 375-423, June.
    15. Hallak, Juan Carlos, 2006. "Product quality and the direction of trade," Journal of International Economics, Elsevier, vol. 68(1), pages 238-265, January.
    16. Chen, Wei-Chih, 2012. "Innovation and duration of exports," Economics Letters, Elsevier, vol. 115(2), pages 305-308.
    17. Freeman, Christopher & Soete, Luc, 2009. "Developing science, technology and innovation indicators: What we can learn from the past," Research Policy, Elsevier, vol. 38(4), pages 583-589, May.
    18. Fleming, Lee & Sorenson, Olav, 2001. "Technology as a complex adaptive system: evidence from patent data," Research Policy, Elsevier, vol. 30(7), pages 1019-1039, August.
    19. Naghavi, Alireza & Strozzi, Chiara, 2015. "Intellectual property rights, diasporas, and domestic innovation," Journal of International Economics, Elsevier, vol. 96(1), pages 150-161.
    20. Joseph E. Stiglitz, 2014. "Intellectual Property Rights, the Pool of Knowledge, and Innovation," NBER Working Papers 20014, National Bureau of Economic Research, Inc.
    21. Fernandez Donoso, Jose, 2014. "Do complex inventions need less international patent protection?," Economics Letters, Elsevier, vol. 125(2), pages 278-281.
    22. Jonathan Eaton & Samuel Kortum, 2002. "Technology, Geography, and Trade," Econometrica, Econometric Society, vol. 70(5), pages 1741-1779, September.
    23. Petra Moser, 2013. "Patents and Innovation: Evidence from Economic History," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 23-44, Winter.
    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. Tang, Xuli & Li, Xin & Ding, Ying & Song, Min & Bu, Yi, 2020. "The pace of artificial intelligence innovations: Speed, talent, and trial-and-error," Journal of Informetrics, Elsevier, vol. 14(4).
    2. Travis J. Lybbert & Mingzhi Xu, 2022. "Innovation‐adjusted economic complexity and growth: Do patent flows reveal enhanced economic capabilities?," Review of Development Economics, Wiley Blackwell, vol. 26(1), pages 442-483, February.
    3. José Fernández Donoso & Fernando Hernández, 2017. "International protection of intellectual property rights: a stochastic frontier index," Serie Working Papers 41, Universidad del Desarrollo, School of Business and Economics.
    4. Trung V. Vu, 2022. "Linking LGBT inclusion and national innovative capacity," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 159(1), pages 191-214, January.
    5. Chen, Yang & Li, Weiwei & Yi, Pingtao, 2020. "Evaluation of city innovation capability using the TOPSIS-based order relation method: The case of Liaoning province, China," Technology in Society, Elsevier, vol. 63(C).
    6. Zhao, Lu-Tao & Liu, Zhao-Ting & Cheng, Lei, 2021. "How will China's coal industry develop in the future? A quantitative analysis with policy implications," Energy, Elsevier, vol. 235(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. José Fernández Donoso, 2015. "Foreign IPR, Trade and Innovation: Does complexity matter?," Serie Working Papers 23, Universidad del Desarrollo, School of Business and Economics.
    2. Biancini, Sara & Bombarda, Pamela, 2021. "Intellectual property rights, multinational firms and technology transfers," Journal of Economic Behavior & Organization, Elsevier, vol. 185(C), pages 191-210.
    3. Cilekoglu, Akin A. & Moreno, Rosina & Ramos, Raul, 2024. "The impact of robot adoption on global sourcing," Research Policy, Elsevier, vol. 53(3).
    4. Daniela MAGGIONI & Alessia LO TURCO & Mauro GALLEGATI, 2014. "Does export complexity matter for firms' output volatility?," Working Papers 407, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    5. Crinò, Rosario & Ogliari, Laura, 2017. "Financial imperfections, product quality, and international trade," Journal of International Economics, Elsevier, vol. 104(C), pages 63-84.
    6. Joel Rodrigue, 2014. "Multinational Production, Exports and Aggregate Productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(2), pages 243-261, April.
    7. Haas, Levi & Schenk-Hoppé, Klaus R., 2019. "International Trade: Smarten up to talk the talk," MPRA Paper 99096, University Library of Munich, Germany.
    8. Brambilla, Irene & Porto, Guido G., 2016. "High-income export destinations, quality and wages," Journal of International Economics, Elsevier, vol. 98(C), pages 21-35.
    9. Tarasov, Alexander, 2012. "Per capita income, market access costs, and trade volumes," Journal of International Economics, Elsevier, vol. 86(2), pages 284-294.
    10. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2012. "The Empirics of Firm Heterogeneity and International Trade," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 283-313, July.
    11. Anne‐Célia Disdier & Carl Gaigné & Cristina Herghelegiu, 2023. "Do standards improve the quality of traded products?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(4), pages 1238-1290, November.
    12. Brandt, Loren & Li, Bingjing & Morrow, Peter M., 2021. "Processing trade and costs of incomplete liberalization: The case of China," Journal of International Economics, Elsevier, vol. 131(C).
    13. Daunfeldt, Sven-Olov & Engberg, Erik & Halvarsson, Daniel & Kokko, Ari & Tingvall, Patrik, 2019. "Wholesale firms: A catalyst for Swedish exports?," Ratio Working Papers 328, The Ratio Institute.
    14. Bailey, Michael & Gupta, Abhinav & Hillenbrand, Sebastian & Kuchler, Theresa & Richmond, Robert & Stroebel, Johannes, 2021. "International trade and social connectedness," Journal of International Economics, Elsevier, vol. 129(C).
    15. Giorgia Giovannetti & Mauro Lonati, 2014. "The impact of product quality on the pro-trade elasticity of immigrants," Working Papers - Economics wp2014_11.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
    16. Alireza Naghavi & Julia Spies & Farid Toubal, 2015. "Intellectual property rights, product complexity and the organization of multinational firms," Canadian Journal of Economics, Canadian Economics Association, vol. 48(3), pages 881-902, August.
    17. Tang, Heiwai, 2012. "Labor market institutions, firm-specific skills, and trade patterns," Journal of International Economics, Elsevier, vol. 87(2), pages 337-351.
    18. Ulrich Schetter, 2019. "A Structural Ranking of Economic Complexity," CID Working Papers 119a, Center for International Development at Harvard University.
    19. Richard Baldwin & James Harrigan, 2011. "Zeros, Quality, and Space: Trade Theory and Trade Evidence," American Economic Journal: Microeconomics, American Economic Association, vol. 3(2), pages 60-88, May.
    20. Hsieh, Chang-Tai & Ossa, Ralph, 2016. "A global view of productivity growth in China," Journal of International Economics, Elsevier, vol. 102(C), pages 209-224.

    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:infome:v:11:y:2017:i:1:p:1-17. 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.elsevier.com/locate/joi .

    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.