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Measuring Degree of Globalization of African Countries on Almost Equimarginal Contribution Principle

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Abstract

This paper is an exercise in construction of an alternative globalization index for 43 countries in Africa. It has used a new method for measurement of the degree of globalization (or construction of a globalization index) based on minimization of the Euclidean norm of the Shapley values, the concept borrowed from the cooperative game theory. It assigns weights to constituent variables such that their mean expected marginal contribution to the synthetic index is as equitable as possible. Since this index is based on combinatorial logic, it is also less likely to be affected by outlier data points. Globalization index for 43 African countries (for a time series of 45 years, 1970-2014) has been constructed. The new index has been compared with the KOF index of globalization for the countries under study. As its validation, it has been found that the index has stronger correlation (vis-à-vis the KOF index) with Human Development index, Corruption Perception index, Freedom index and the indicators of abject poverty in the African countries. Viewed as such the new index represents globalization closely in connection with other relevant socio-economic measures than its rival (KOF index of globalization) as well as it is based on more plausible theoretical premises based on marginal contribution rather than correlation.

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  • Mishra, SK, 2017. "Measuring Degree of Globalization of African Countries on Almost Equimarginal Contribution Principle," MPRA Paper 82614, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:82614
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    1. Sudhanshu K Mishra, 2013. "Global Optimization of Some Difficult Benchmark Functions by Host-Parasite Coevolutionary Algorithm," Economics Bulletin, AccessEcon, vol. 33(1), pages 1-18.
    2. Sudhanshu K. MISHRA, 2017. "Almost equi-marginal principle based composite index of globalization: China, India and Pakistan," Journal of Economic and Social Thought, KSP Journals, vol. 4(3), pages 335-351, Seprember.
    3. Mishra, SK, 2006. "Performance of Differential Evolution and Particle Swarm Methods on Some Relatively Harder Multi-modal Benchmark Functions," MPRA Paper 1743, University Library of Munich, Germany.
    4. Parisa SAMIMI & Guan Choo LIM & Abdul Aziz BUANG, 2011. "Globalization Measurement: Notes on Common Globalization Indexes," Journal of Knowledge Management, Economics and Information Technology, ScientificPapers.org, vol. 1(7), pages 1-20, December.
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    7. Sudhanshu K. MISHRA, 2018. "Globalization under hysteresis: A study of Eastern Bloc Countries, China and India," Journal of Social and Administrative Sciences, KSP Journals, vol. 5(1), pages 46-59, March.
    8. Sudhanshu K. MISHRA, 2016. "BA Note on Construction of a Composite Index by Optimization of Shapley Value Shares of the Constituent Variables," Turkish Economic Review, KSP Journals, vol. 3(3), pages 466-472, September.
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    Cited by:

    1. Sudhanshu K. MISHRA, 2017. "Trends in globalization of select Asian countries," Journal of Economic and Social Thought, KSP Journals, vol. 4(4), pages 451-466, December.

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    More about this item

    Keywords

    Globalization; synthetic index; African countries; Shapley values; Equi-marginal contribution.;
    All these keywords.

    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • C71 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Cooperative Games
    • F02 - International Economics - - General - - - International Economic Order and Integration
    • F60 - International Economics - - Economic Impacts of Globalization - - - General
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa

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