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Mapping stratification: The industry-occupation space reveals the network structure of inequality

Author

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  • Hartmann, Dominik
  • Jara-Figueroa, Cristian
  • Kaltenberg, Mary
  • Gala, Paulo

Abstract

Social stratification is determined not only by income, education, race, and gender, but also by an individual's job characteristics and their position in the industrial structure. Utilizing a dataset of 76.6 million Brazilian workers and methods from network science, we map the Brazilian Industry- Occupation Space (BIOS). The BIOS measures the extent to which 600 occupations co-appear in 585 industries, resulting in a complex network that shows how industrial-occupational communities provide important information on the network segmentation of society. Gender, race, education, and income are concentrated unevenly across the core-periphery structure of the BIOS. Moreover, we identify 28 industrial occupational communities from the BIOS network structure and report their contribution to total income inequality in Brazil. Finally, we quantify the relative poverty within these communities. In sum, the BIOS reveals how the coupling of industries and occupations contributes to mapping social stratification.

Suggested Citation

  • Hartmann, Dominik & Jara-Figueroa, Cristian & Kaltenberg, Mary & Gala, Paulo, 2019. "Mapping stratification: The industry-occupation space reveals the network structure of inequality," Hohenheim Discussion Papers in Business, Economics and Social Sciences 06-2019, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    • Handle: RePEc:zbw:hohdps:062019
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    1. Jeff Alstott & Giorgio Triulzi & Bowen Yan & Jianxi Luo, 2017. "Mapping technology space by normalizing patent networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(1), pages 443-479, January.
    2. Nora Lustig & Luis F. Lopez-Calva & Eduardo Ortiz-Juarez & Célestin Monga, 2016. "Deconstructing the Decline in Inequality in Latin America," International Economic Association Series, in: Kaushik Basu & Joseph E. Stiglitz (ed.), Inequality and Growth: Patterns and Policy, chapter 7, pages 212-247, Palgrave Macmillan.
    3. Josef Novotný, 2007. "On the measurement of regional inequality: does spatial dimension of income inequality matter?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 41(3), pages 563-580, September.
    4. Hartmann, Dominik & Bezerra, Mayra & Lodolo, Beatrice & Pinheiro, Flávio L., 2019. "International trade, development traps, and the core-periphery structure of income inequality," Hohenheim Discussion Papers in Business, Economics and Social Sciences 01-2019, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    5. AndrewE. Clark & Claudia Senik, 2010. "Who Compares to Whom? The Anatomy of Income Comparisons in Europe," Economic Journal, Royal Economic Society, vol. 120(544), pages 573-594, May.
    6. Lustig, Nora & Lopez-Calva, Luis F. & Ortiz-Juarez, Eduardo, 2013. "Declining Inequality in Latin America in the 2000s: The Cases of Argentina, Brazil, and Mexico," World Development, Elsevier, vol. 44(C), pages 129-141.
    7. Carlos Rodriguez-Castelan & Luis F. Lopez-Calva & Nora Lustig & Daniel Valderrama, 2016. "Understanding the Dynamics of Labor Income Inequality in Latin America," Working Papers 1608, Tulane University, Department of Economics.
    8. Peter Brummund & Laura Connolly, 2019. "Who Creates Stable Jobs? Evidence from Brazil," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 81(3), pages 540-563, June.
    9. Azar, José & Marinescu, Ioana & Steinbaum, Marshall & Taska, Bledi, 2020. "Concentration in US labor markets: Evidence from online vacancy data," Labour Economics, Elsevier, vol. 66(C).
    10. Hartmann, Dominik & Bezerra, Mayra & Pinheiro, Flávio L., 2019. "Identifying smart strategies for economic diversification and inclusive growth in developing economies: The case of Paraguay," Hohenheim Discussion Papers in Business, Economics and Social Sciences 04-2019, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    11. Erzo F. P. Luttmer, 2005. "Neighbors as Negatives: Relative Earnings and Well-Being," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 963-1002.
    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. Margaret S. McMillan & Dani Rodrik, 2011. "Globalization, Structural Change and Productivity Growth," NBER Working Papers 17143, National Bureau of Economic Research, Inc.
    14. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    15. José Azar & Ioana Marinescu & Marshall Steinbaum, 2022. "Labor Market Concentration," Journal of Human Resources, University of Wisconsin Press, vol. 57(S), pages 167-199.
    16. Gala, Paulo & Camargo, Jhean & Magacho, Guilherme & Rocha, Igor, 2018. "Sophisticated jobs matter for economic complexity: An empirical analysis based on input-output matrices and employment data," Structural Change and Economic Dynamics, Elsevier, vol. 45(C), pages 1-8.
    17. 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.
    18. Kevin Rinz, 2018. "Labor Market Concentration, Earnings Inequality, and Earnings Mobility," CARRA Working Papers 2018-10, Center for Economic Studies, U.S. Census Bureau.
    19. C. Jara-Figueroa & Bogang Jun & Edward L. Glaeser & Cesar A. Hidalgo, 2018. "The role of industry-specific, occupation-specific, and location-specific knowledge in the growth and survival of new firms," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 115(50), pages 12646-12653, December.
    20. Anonymous, 1960. "Economic and Social Council," International Organization, Cambridge University Press, vol. 14(4), pages 594-597, October.
    21. Krueger, Alan B & Summers, Lawrence H, 1988. "Efficiency Wages and the Inter-industry Wage Structure," Econometrica, Econometric Society, vol. 56(2), pages 259-293, March.
    22. Anonymous, 1960. "Economic and Social Council," International Organization, Cambridge University Press, vol. 14(2), pages 312-322, April.
    23. Anonymous, 1960. "Economic and Social Council," International Organization, Cambridge University Press, vol. 14(3), pages 444-452, July.
    24. Cahit Guven & Bent Sørensen, 2012. "Subjective Well-Being: Keeping Up with the Perception of the Joneses," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 109(3), pages 439-469, December.
    25. Anonymous, 1960. "Economic and Social Council," International Organization, Cambridge University Press, vol. 14(1), pages 189-202, January.
    26. repec:hal:pseose:halshs-00754447 is not listed on IDEAS
    27. Tavares, Priscilla Albuquerque & Menezes-Filho, Naércio Aquino, 2011. "Human Capital and the Recent Fall of Earnings Inequality in Brazil," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 31(2), December.
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    Cited by:

    1. Hartmann, Dominik & Zagato, Ligia & Gala, Paulo & Pinheiro, Flavio L., 2021. "Why did some countries catch-up, while others got stuck in the middle? Stages of productive sophistication and smart industrial policies," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 1-13.
    2. Sabrina Aufiero & Giordano De Marzo & Angelica Sbardella & Andrea Zaccaria, 2023. "Mapping job complexity and skills into wages," Papers 2304.05251, arXiv.org.
    3. Auerswald, Philip & Dani, Lokesh, 2022. "Entrepreneurial opportunity and related specialization in economic ecosystems," Research Policy, Elsevier, vol. 51(9).
    4. David E. Bloom & Victoria Y. Fan & Vadim Kufenko & Osondu Ogbuoji & Klaus Prettner & Gavin Yamey, 2021. "Going beyond GDP with a parsimonious indicator: inequality-adjusted healthy lifetime income," Vienna Yearbook of Population Research, Vienna Institute of Demography (VID) of the Austrian Academy of Sciences in Vienna, vol. 19(1), pages 127-140.
    5. Diogo Ferraz & Enzo B. Mariano & Daisy Rebelatto & Dominik Hartmann, 2020. "Linking Human Development and the Financial Responsibility of Regions: Combined Index Proposals Using Methods from Data Envelopment Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 150(2), pages 439-478, July.
    6. JosŽ Luis Oreiro & Luciano Luiz Manarin & Paulo Gala, 2020. "Deindustrialization, economic complexity and exchange rate overvaluation: the case of Brazil (1998-2017)," PSL Quarterly Review, Economia civile, vol. 73(295), pages 313-341.

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    More about this item

    Keywords

    labor markets; social structure; stratification; economic sociology; wages; inequality;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • L0 - Industrial Organization - - General
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

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