IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i5p2089-d330076.html
   My bibliography  Save this article

Economic Complexity and the Mediating Effects of Income Inequality: Reaching Sustainable Development in Developing Countries

Author

Listed:
  • Emilie Le Caous

    (College of Business, Southern Taiwan University of Science and Technology (STUST), No.1, Nantai Street, Yongkang District, Tainan 71005, Taiwan)

  • Fenghueih Huarng

    (Department of Business Administration, Southern Taiwan University of Science and Technology, No.1, Nantai Street, Yongkang District, Tainan 71005, Taiwan)

Abstract

According to the United Nations Development Program, sustainable development goals are fundamental for attaining a better and more sustainable future for all of us, and are a primary concern today. New indicators, such as the Economic Complexity Index (i.e., ECI), can be used to predict human development index (i.e., HDI). To be defined as a complex economy, a country, through a vast network of individuals, should be able to interlink extensive quantities of relevant knowledge to create diversified products. Political, cultural, and environmental factors should also be included in this model to improve the measurement of human development. This paper aimed to study the relationship between the ECI and HDI and the mediating effects of income inequality among developing countries. Hierarchical linear modeling was used as a statistical tool to analyze 87 developing countries from 1990 to 2017, which also studied the country-level effects of gender inequality and energy consumption. Different year lags were used for more robustness. The results show that human development increased with higher economic complexity. This relationship was, however, partially mediated by income inequality. Country-level predictors, gender inequality, and energy consumption also impacted sustainable development. Finally, it is essential to note that this model cannot be applied to developed economies.

Suggested Citation

  • Emilie Le Caous & Fenghueih Huarng, 2020. "Economic Complexity and the Mediating Effects of Income Inequality: Reaching Sustainable Development in Developing Countries," Sustainability, MDPI, vol. 12(5), pages 1-26, March.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:5:p:2089-:d:330076
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/5/2089/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/12/5/2089/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sen, Amartya, 1981. "Public Action and the Quality of Life in Developing Countries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 43(4), pages 287-319, November.
    2. Lawrence F. Katz & Kevin M. Murphy, 1992. "Changes in Relative Wages, 1963–1987: Supply and Demand Factors," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(1), pages 35-78.
    3. Sudhir Anand and Amartya Sen, 1995. "Gender Inequality in Human Development: Theories and Measurement," Human Development Occasional Papers (1992-2007) HDOCPA-1995-01, Human Development Report Office (HDRO), United Nations Development Programme (UNDP).
    4. Miles Corak, 2013. "Income Inequality, Equality of Opportunity, and Intergenerational Mobility," Journal of Economic Perspectives, American Economic Association, vol. 27(3), pages 79-102, Summer.
    5. Saviotti, Pier Paolo & Pyka, Andreas & Jun, Bogang, 2016. "Education, structural change and economic development," Structural Change and Economic Dynamics, Elsevier, vol. 38(C), pages 55-68.
    6. Constantine, Collin & Khemraj, Tarron, 2019. "Geography, economic structures and institutions: A synthesis," Structural Change and Economic Dynamics, Elsevier, vol. 51(C), pages 371-379.
    7. Suri, Tavneet & Boozer, Michael A. & Ranis, Gustav & Stewart, Frances, 2011. "Paths to Success: The Relationship Between Human Development and Economic Growth," World Development, Elsevier, vol. 39(4), pages 506-522, April.
    8. Manuel Sebastian Mariani & Alexandre Vidmer & Matus Medo & Yi-Cheng Zhang, 2015. "Measuring economic complexity of countries and products: which metric to use?," Papers 1509.01482, arXiv.org.
    9. Mustafa, Ghulam & Rizov, Marian & Kernohan, David, 2017. "Growth, human development, and trade: The Asian experience," Economic Modelling, Elsevier, vol. 61(C), pages 93-101.
    10. Ranis, Gustav & Stewart, Frances & Ramirez, Alejandro, 2000. "Economic Growth and Human Development," World Development, Elsevier, vol. 28(2), pages 197-219, February.
    11. Sudhir Anand & Amartya Sen, 2000. "The Income Component of the Human Development Index," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 1(1), pages 83-106.
    12. Hartmann, Dominik & Guevara, Miguel R. & Jara-Figueroa, Cristian & Aristarán, Manuel & Hidalgo, César A., 2017. "Linking Economic Complexity, Institutions, and Income Inequality," World Development, Elsevier, vol. 93(C), pages 75-93.
    13. Sudhir Anand and Amartya Sen, 2000. "The Income Component of Human Development Index," Human Development Occasional Papers (1992-2007) HDOCPA-2000-01, Human Development Report Office (HDRO), United Nations Development Programme (UNDP).
    14. Ferraz, Diogo & Moralles, Hérick Fernando & Suarez Campoli, Jéssica & Ribeiro de Oliveira, Fabíola Cristina & do Nascimento Rebelatto, Daisy Aparecida, 2018. "Economic Complexity and Human Development: DEA performance measurement in Asia and Latin America," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 25(4), pages 839-853.
    15. Dominik Hartmann & Cristian Jara-Figueroa & Miguel Guevara & Alex Simoes & C'esar A. Hidalgo, 2017. "The structural constraints of income inequality in Latin America," Papers 1701.03770, arXiv.org, revised Jan 2017.
    16. Manuel Mariani & Alexandre Vidmer & Matsúš Medo & Yi-Cheng Zhang, 2015. "Measuring economic complexity of countries and products: which metric to use?," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 88(11), pages 1-9, November.
    17. Sen, Amartya, 1998. "Mortality as an Indicator of Economic Success and Failure," Economic Journal, Royal Economic Society, vol. 108(446), pages 1-25, January.
    18. Ferrarini, Benno & Scaramozzino, Pasquale, 2016. "Production complexity, adaptability and economic growth," Structural Change and Economic Dynamics, Elsevier, vol. 37(C), pages 52-61.
    19. Saviotti, Pier Paolo & Pyka, Andreas, 2013. "From necessities to imaginary worlds: Structural change, product quality and economic development," Technological Forecasting and Social Change, Elsevier, vol. 80(8), pages 1499-1512.
    20. Eli Bekman & John Bound & Stephen Machin, 1998. "Implications of Skill-Biased Technological Change: International Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1245-1279.
    21. Hausmann, Ricardo & Hidalgo, Cesar, 2014. "The Atlas of Economic Complexity: Mapping Paths to Prosperity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262525429, December.
    22. Zoran Utkovski & Melanie F Pradier & Viktor Stojkoski & Fernando Perez-Cruz & Ljupco Kocarev, 2018. "Economic complexity unfolded: Interpretable model for the productive structure of economies," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-24, August.
    23. Amartya Sen, 1999. "The Possibility of Social Choice," American Economic Review, American Economic Association, vol. 89(3), pages 349-378, June.
    24. Antonelli, Cristiano, 2016. "Technological congruence and the economic complexity of technological change," Structural Change and Economic Dynamics, Elsevier, vol. 38(C), pages 15-24.
    25. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    26. Chivu Marin & Chivu Maria Ramona & Elena Adelina Stoienescu, 2012. "Economic Growth Sustaining Under Environmental Sustainability and Human Development. A Global Challenge," Journal of Knowledge Management, Economics and Information Technology, ScientificPapers.org, vol. 2(5), pages 1-2, October.
    27. Matthieu Cristelli & Andrea Gabrielli & Andrea Tacchella & Guido Caldarelli & Luciano Pietronero, 2013. "Measuring the Intangibles: A Metrics for the Economic Complexity of Countries and Products," PLOS ONE, Public Library of Science, vol. 8(8), pages 1-20, August.
    28. Athanasios Lapatinas, 2016. "Economic complexity and human development: a note," Economics Bulletin, AccessEcon, vol. 36(3), pages 1441-1452.
    29. Hartmann, Dominik & Pyka, Andreas, 2013. "Innovation, economic diversification and human development," FZID Discussion Papers 65-2013, University of Hohenheim, Center for Research on Innovation and Services (FZID).
    30. David Card & John E. DiNardo, 2002. "Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
    31. Elizabeth Stanton, 2007. "The Human Development Index: A History," Working Papers wp127, Political Economy Research Institute, University of Massachusetts at Amherst.
    32. Ferraz, Diogo & Silveira, Naijela J. C. & Herick Fernando Moralles & do Nascimento Rebelatto, Daisy Aparecida & Pyka, Andreas, 2017. "An Efficiency Analysis Of Economic Complexity And Human Development In 2013," EconStor Conference Papers 171455, ZBW - Leibniz Information Centre for Economics.
    33. Weiss, Matthias, 2008. "Skill-biased technological change: Is there hope for the unskilled?," Economics Letters, Elsevier, vol. 100(3), pages 439-441, September.
    34. Era Dabla-Norris & Kalpana Kochhar & Nujin Suphaphiphat & Franto Ricka & Evridiki Tsounta, 2015. "Causes and Consequences of Income Inequality; A Global Perspective," IMF Staff Discussion Notes 15/13, International Monetary Fund.
    35. Saleh Albeaik & Mary Kaltenberg & Mansour Alsaleh & Cesar A. Hidalgo, 2017. "Improving the Economic Complexity Index," Papers 1707.05826, arXiv.org, revised Jul 2017.
    36. Levy, Frank & Murnane, Richard J, 1992. "U.S. Earnings Levels and Earnings Inequality: A Review of Recent Trends and Proposed Explanations," Journal of Economic Literature, American Economic Association, vol. 30(3), pages 1333-1381, September.
    37. Raghuram G. Rajan, 2010. "Fault Lines: How Hidden Fractures Still Threaten the World Economy," Economics Books, Princeton University Press, edition 1, number 9111.
    38. Matthieu Cristelli & Andrea Tacchella & Luciano Pietronero, 2015. "The Heterogeneous Dynamics of Economic Complexity," PLOS ONE, Public Library of Science, vol. 10(2), pages 1-15, February.
    39. Ms. Era Dabla-Norris & Ms. Kalpana Kochhar & Mrs. Nujin Suphaphiphat & Mr. Franto Ricka & Ms. Evridiki Tsounta, 2015. "Causes and Consequences of Income Inequality: A Global Perspective," IMF Staff Discussion Notes 2015/013, International Monetary Fund.
    40. Moran, Daniel D. & Wackernagel, Mathis & Kitzes, Justin A. & Goldfinger, Steven H. & Boutaud, Aurelien, 2008. "Measuring sustainable development -- Nation by nation," Ecological Economics, Elsevier, vol. 64(3), pages 470-474, January.
    41. Mariano, Enzo Barberio & Sobreiro, Vinicius Amorim & Rebelatto, Daisy Aparecida do Nascimento, 2015. "Human development and data envelopment analysis: A structured literature review," Omega, Elsevier, vol. 54(C), pages 33-49.
    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. Chu, Lan Khanh & Hoang, Dung Phuong, 2020. "How does economic complexity influence income inequality? New evidence from international data," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 44-57.
    2. Ibolya Török & József Benedek & Manuel Gómez-Zaldívar, 2022. "Quantifying Subnational Economic Complexity: Evidence from Romania," Sustainability, MDPI, vol. 14(17), pages 1-22, August.
    3. Dominik Hartmann & Flavio L. Pinheiro, 2022. "Economic complexity and inequality at the national and regional level," Papers 2206.00818, arXiv.org, revised Jun 2022.
    4. Nano Prawoto & Agus Tri Basuki, 2020. "Effect of Macroeconomic Indicators and CO2 Emission on Indonesian Economic Growth," International Journal of Energy Economics and Policy, Econjournals, vol. 10(6), pages 354-358.
    5. Bryan Rivera & Marcelo Leon & Gino Cornejo & Hector Florez, 2023. "Analysis of the Effect of Human Capital, Institutionality and Globalization on Economic Complexity: Comparison between Latin America and Countries with Greater Economic Diversification," Economies, MDPI, vol. 11(8), pages 1-16, July.
    6. Egla Mansi & Eglantina Hysa & Mirela Panait & Marian Catalin Voica, 2020. "Poverty—A Challenge for Economic Development? Evidences from Western Balkan Countries and the European Union," Sustainability, MDPI, vol. 12(18), pages 1-24, September.
    7. Gnangnon, Sèna Kimm, 2022. "Effect of the utilization of non-reciprocal trade preferences offered by the QUAD countries on beneficiary countries' economic complexity," Journal of the Japanese and International Economies, Elsevier, vol. 65(C).
    8. Lingfu Kong & Emrah Sofuoğlu & Balogun Daud Ishola & Shujaat Abbas & Qingran Guo & Khurshid Khudoykulov, 2024. "Sustainable development through structural transformation: a pathway to economic, social, and environmental progress," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-34, April.
    9. Teen-Hang Meen & Charles Tijus & Jui-Che Tu, 2020. "Selected Papers from the Eurasian Conference on Educational Innovation 2020," Sustainability, MDPI, vol. 12(15), pages 1-5, July.
    10. Manuel Gómez‐Zaldívar & María Isabel Osorio‐Caballero & Edgar Juan Saucedo‐Acosta, 2022. "Income inequality and economic complexity: Evidence from Mexican states," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(6), pages 344-363, December.
    11. Emilie Sophie Le Caous & Fenghueih Huarng, 2021. "Economic Complexity and Human Development: Moderated by Logistics and International Migration," Sustainability, MDPI, vol. 13(4), pages 1-23, February.

    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. Chu, Lan Khanh & Hoang, Dung Phuong, 2020. "How does economic complexity influence income inequality? New evidence from international data," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 44-57.
    2. Emilie Sophie Le Caous & Fenghueih Huarng, 2021. "Economic Complexity and Human Development: Moderated by Logistics and International Migration," Sustainability, MDPI, vol. 13(4), pages 1-23, February.
    3. Ferraz, Diogo & Moralles, Hérick Fernando & Suarez Campoli, Jéssica & Ribeiro de Oliveira, Fabíola Cristina & do Nascimento Rebelatto, Daisy Aparecida, 2018. "Economic Complexity and Human Development: DEA performance measurement in Asia and Latin America," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 25(4), pages 839-853.
    4. Diogo Ferraz & Fernanda P. S. Falguera & Enzo B. Mariano & Dominik Hartmann, 2021. "Linking Economic Complexity, Diversification, and Industrial Policy with Sustainable Development: A Structured Literature Review," Sustainability, MDPI, vol. 13(3), pages 1-29, January.
    5. Cem Çağrı Dönmez & Abdulkadir Atalan, 2019. "Developing Statistical Optimization Models for Urban Competitiveness Index: Under the Boundaries of Econophysics Approach," Complexity, Hindawi, vol. 2019, pages 1-11, November.
    6. Jian Gao & Tao Zhou, 2017. "Quantifying China's Regional Economic Complexity," Papers 1703.01292, arXiv.org, revised Nov 2017.
    7. Ming-Yang Zhou & Xiao-Yu Li & Wen-Man Xiong & Hao Liao, 2018. "Quantifying the Robustness of Countries’ Competitiveness by Network-Based Methods," Complexity, Hindawi, vol. 2018, pages 1-10, December.
    8. Viktor Stojkoski & Zoran Utkovski & Ljupco Kocarev, 2016. "The Impact of Services on Economic Complexity: Service Sophistication as Route for Economic Growth," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-29, August.
    9. Antonis Adam & Antonios Garas & Marina-Selini Katsaiti & Athanasios Lapatinas, 2023. "Economic complexity and jobs: an empirical analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(1), pages 25-52, January.
    10. Hao Liao & Alexandre Vidmer, 2018. "A Comparative Analysis of the Predictive Abilities of Economic Complexity Metrics Using International Trade Network," Complexity, Hindawi, vol. 2018, pages 1-12, February.
    11. Zoran Utkovski & Melanie F Pradier & Viktor Stojkoski & Fernando Perez-Cruz & Ljupco Kocarev, 2018. "Economic complexity unfolded: Interpretable model for the productive structure of economies," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-24, August.
    12. Buhari Doğan & Oana M. Driha & Daniel Balsalobre Lorente & Umer Shahzad, 2021. "The mitigating effects of economic complexity and renewable energy on carbon emissions in developed countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 1-12, January.
    13. Hamid Sepehrdoust & Mohsen Tartar & Aliakbar Gholizadeh, 2022. "Economic complexity, scientific productivity and income inequality in developing economies," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 30(4), pages 737-752, October.
    14. Ha, Le Thanh & Dung, Hoang Phuong & Thanh, To Trung, 2021. "Economic complexity and shadow economy: A multi-dimensional analysis," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 408-422.
    15. Nguyen, Canh Phuc & Nguyen, Bach & Duy Tung, Bui & Dinh Su, Thanh, 2021. "Economic complexity and entrepreneurship density: A non-linear effect study," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    16. Naima Chrid & Sami Saafi & Mohamed Chakroun, 2021. "Export Upgrading and Economic Growth: a Panel Cointegration and Causality Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 811-841, June.
    17. Olimpia Neagu, 2019. "The Link between Economic Complexity and Carbon Emissions in the European Union Countries: A Model Based on the Environmental Kuznets Curve (EKC) Approach," Sustainability, MDPI, vol. 11(17), pages 1-27, August.
    18. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "Reprint of The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(8).
    19. Wu, Rui-Jie & Shi, Gui-Yuan & Zhang, Yi-Cheng & Mariani, Manuel Sebastian, 2016. "The mathematics of non-linear metrics for nested networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 460(C), pages 254-269.
    20. Canh Phuc Nguyen & Christophe Schinckus & Thanh Dinh Su, 2020. "The drivers of economic complexity: International evidence from financial development and patents," International Economics, CEPII research center, issue 164, pages 140-150.

    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:12:y:2020:i:5:p:2089-:d:330076. 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.