Measuring economic complexity of countries and products: which metric to use?

被引:0
|
作者
Manuel Sebastian Mariani
Alexandre Vidmer
Matsúš Medo
Yi-Cheng Zhang
机构
[1] University of Fribourg,Department of Physics
来源
The European Physical Journal B | 2015年 / 88卷
关键词
Statistical and Nonlinear Physics;
D O I
暂无
中图分类号
学科分类号
摘要
Evaluating the economies of countries and their relations with products in the global market is a central problem in economics, with far-reaching implications to our theoretical understanding of the international trade as well as to practical applications, such as policy making and financial investment planning. The recent Economic Complexity approach aims to quantify the competitiveness of countries and the quality of the exported products based on the empirical observation that the most competitive countries have diversified exports, whereas developing countries only export few low quality products – typically those exported by many other countries. Two different metrics, Fitness-Complexity and the Method of Reflections, have been proposed to measure country and product score in the Economic Complexity framework. We use international trade data and a recent ranking evaluation measure to quantitatively compare the ability of the two metrics to rank countries and products according to their importance in the network. The results show that the Fitness-Complexity metric outperforms the Method of Reflections in both the ranking of products and the ranking of countries. We also investigate a generalization of the Fitness-Complexity metric and show that it can produce improved rankings provided that the input data are reliable.
引用
收藏
相关论文
共 50 条
  • [1] Measuring economic complexity of countries and products: which metric to use?
    Mariani, Manuel Sebastian
    Vidmer, Alexandre
    Medo, Matus
    Zhang, Yi-Cheng
    EUROPEAN PHYSICAL JOURNAL B, 2015, 88 (11): : 1 - 9
  • [2] Measuring the Intangibles: A Metrics for the Economic Complexity of Countries and Products
    Cristelli, Matthieu
    Gabrielli, Andrea
    Tacchella, Andrea
    Caldarelli, Guido
    Pietronero, Luciano
    PLOS ONE, 2013, 8 (08):
  • [3] The knowledge-based products and economic complexity in developing countries
    Sepehrdoust, Hamid
    Davarikish, Razieh
    Setarehie, Maryam
    HELIYON, 2019, 5 (12)
  • [4] A GENERIC METRIC FOR MEASURING COMPLEXITY OF MODELS
    Schalles, Christian
    Creagh, John
    Rebstock, Michael
    ICEIS 2010: PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL 3: INFORMATION SYSTEMS ANALYSIS AND SPECIFICATION, 2010, : 436 - 439
  • [5] Economic Complexity and Economic Development in ASEAN Countries
    Thi Thanh Mai Le
    Le Duc Niem
    Kim, Taegi
    INTERNATIONAL ECONOMIC JOURNAL, 2022, 36 (04) : 556 - 568
  • [6] Measuring Static Complexity in Mechatronic Products
    Solarte Bolanos, Ruben Dario
    Macedo Barbalho, Sanderson Cesar
    Valdiero, Antonio Carlos
    Espindola Ferreira, Joao Carlos
    Mavignier, Alan
    PRODUCT LIFECYCLE MANAGEMENT PLM IN TRANSITION TIMES: THE PLACE OF HUMANS AND TRANSFORMATIVE TECHNOLOGIES, PLM 2022, 2023, 667 : 250 - 261
  • [7] A model for measuring products assembly complexity
    Samy, S. N.
    ElMaraghy, H.
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2010, 23 (11) : 1015 - 1027
  • [8] Economic complexity and poverty in developing countries
    Gnangnon, Sena Kimm
    ECONOMIC AFFAIRS, 2021, 41 (03) : 416 - 429
  • [9] Persistence of economic complexity in OECD countries
    Sakiru, Solarin Adebola
    Gil-Alana, Luis A.
    Gonzalez-Blanch, Maria Jesus
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2022, 603
  • [10] Measuring complexity in Brazilian economic crises
    Mortoza, Leticia P. D.
    Piqueira, Jose R. C.
    PLOS ONE, 2017, 12 (03):