IDEAS home Printed from https://ideas.repec.org/a/eee/streco/v45y2018icp1-8.html
   My bibliography  Save this article

Sophisticated jobs matter for economic complexity: An empirical analysis based on input-output matrices and employment data

Author

Listed:
  • Gala, Paulo
  • Camargo, Jhean
  • Magacho, Guilherme
  • Rocha, Igor

Abstract

A wide range of economic development theoreticians has discussed the manufacturing sector’s properties as an engine for economic growth. More recently, the sophisticated services sector began to share similar characteristics with the industrial sector as a driver for economic growth, particularly as a locus of technological innovation. This paper considers the symbiotic relationship between these two sectors, and assesses their importance in the technological development of countries. More precisely, this study uses economic complexity analysis and input-output matrices to assess the importance of employment creation in advanced sectors of countries. Results show that in the long-run economic complexity depends on the effort and the ability of countries to generate employment in manufacturing and sophisticated services sectors.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:streco:v:45:y:2018:i:c:p:1-8
    DOI: 10.1016/j.strueco.2017.11.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0954349X16300716
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.strueco.2017.11.005?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 search for a different version of it.

    References listed on IDEAS

    as
    1. McMillan, Margaret & Rodrik, Dani & Verduzco-Gallo, Íñigo, 2014. "Globalization, Structural Change, and Productivity Growth, with an Update on Africa," World Development, Elsevier, vol. 63(C), pages 11-32.
    2. Luiz Carlos Bresser-Pereira, 2016. "Reflecting on new developmentalism and classical developmentalism," Brazilian Journal of Political Economy, Center of Political Economy, vol. 36(2), pages 237-265.
    3. Dani Rodrik, 2016. "Premature deindustrialization," Journal of Economic Growth, Springer, vol. 21(1), pages 1-33, March.
    4. Pim Den Hertog, 2000. "Knowledge-Intensive Business Services As Co-Producers Of Innovation," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 4(04), pages 491-528.
    5. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    6. Luis Rubalcaba & Henk Kox (ed.), 2007. "Business Services in European Economic Growth," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-22879-5, December.
    7. Kox, Henk L.M. & Rubalcaba, Luis, 2007. "Business services and the changing structure of European economic growth," MPRA Paper 3750, University Library of Munich, Germany.
    8. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    9. Muller, Emmanuel & Doloreux, David, 2009. "What we should know about knowledge-intensive business services," Technology in Society, Elsevier, vol. 31(1), pages 64-72.
    10. Paul Baker, 2007. "The Impact of Business-Services Use on Client Industries: Evidence from Input-Output Data," Palgrave Macmillan Books, in: Luis Rubalcaba & Henk Kox (ed.), Business Services in European Economic Growth, chapter 5, pages 97-115, Palgrave Macmillan.
    11. Felipe, Jesus & Kumar, Utsav & Abdon, Arnelyn & Bacate, Marife, 2012. "Product complexity and economic development," Structural Change and Economic Dynamics, Elsevier, vol. 23(1), pages 36-68.
    12. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    13. Marcel P. Timmer & Erik Dietzenbacher & Bart Los & Robert Stehrer & Gaaitzen J. Vries, 2015. "An Illustrated User Guide to the World Input–Output Database: the Case of Global Automotive Production," Review of International Economics, Wiley Blackwell, vol. 23(3), pages 575-605, August.
    14. Prebisch, Raúl, 1950. "The economic development of Latin America and its principal problems," Sede de la CEPAL en Santiago (Estudios e Investigaciones) 29973, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    15. Guerrieri, Paolo & Meliciani, Valentina, 2005. "Technology and international competitiveness: The interdependence between manufacturing and producer services," Structural Change and Economic Dynamics, Elsevier, vol. 16(4), pages 489-502, December.
    16. Luis Rubalcaba & Henk Kox, 2007. "The Growth of European Business Services," Palgrave Macmillan Books, in: Luis Rubalcaba & Henk Kox (ed.), Business Services in European Economic Growth, chapter 1, pages 15-38, Palgrave Macmillan.
    17. Kox, Henk L.M. & Rubalcaba, Luis, 2007. "Analysing the contribution of business services to European economic growth," MPRA Paper 2003, University Library of Munich, Germany.
    18. Young, Allyn A., 1928. "Increasing Returns and Economic Progress," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 38, pages 527-542.
    19. McCarthy, Ian & Anagnostou, Angela, 2004. "The impact of outsourcing on the transaction costs and boundaries of manufacturing," International Journal of Production Economics, Elsevier, vol. 88(1), pages 61-71, March.
    20. Szirmai, Adam, 2012. "Industrialisation as an engine of growth in developing countries, 1950–2005," Structural Change and Economic Dynamics, Elsevier, vol. 23(4), pages 406-420.
    21. -, 2005. "Beyond reforms: structural dynamics and macroeconomic vulnerability," Coediciones, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 1290 edited by Eclac.
    22. G. Vittucci Marzetti, 2008. "Input-output data and service outsourcing. A reply to Dietrich, McCarthy and Anagnostou," Working Papers 621, Dipartimento Scienze Economiche, Universita' di Bologna.
    23. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
    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. Avom, Désiré & Keneck-Massil, Joseph & Njangang, Henri & Nvuh-Njoya, Youssouf, 2022. "Why are some resource-rich countries more sophisticated than others? The role of the regime type and political ideology," Resources Policy, Elsevier, vol. 79(C).
    2. 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.
    3. Brice Kamguia & Sosson Tadadjeu & Clovis Miamo & Henri Njangang, 2022. "Does foreign aid impede economic complexity in developing countries?," International Economics, CEPII research center, issue 169, pages 71-88.
    4. Jose Luis da Costa Oreiro & Stefan Wilson d'Amato & Luciano Luiz Manarin D'Agostini & Paulo Sergio de Oliveira Simoes Gala, 2022. "Measuring the technological backwardness of middle-and low-income countries: The employment quality gap and its relationship with the per capita income gap," PSL Quarterly Review, Economia civile, vol. 75(301), pages 139-159.
    5. Gnangnon, Sèna Kimm, 2020. "Aid for Trade flows and Poverty Reduction in Recipient-Countries," EconStor Preprints 213807, ZBW - Leibniz Information Centre for Economics.
    6. Jose E. Gomez-Gonzalez & Jorge M. Uribe & Oscar M. Valencia, 2023. "Sovereign Risk and Economic Complexity: Machine Learning Insights on Causality and Prediction," IREA Working Papers 202315, University of Barcelona, Research Institute of Applied Economics, revised Nov 2023.
    7. Elisabete Nogueira & Sofia Gomes & João M. Lopes, 2022. "The Key to Sustainable Economic Development: A Triple Bottom Line Approach," Resources, MDPI, vol. 11(5), pages 1-18, May.
    8. Sofia Anyfantaki & Yannis Caloghirou & Konstantinos Dellis & Aikaterini Karadimitropoulou & Filippos Petroulakis, 2024. "The 2013 Cypriot Banking Crisis and Blame Attribution: survey evidence from the first application of a bail-in in the Eurozone," GreeSE – Hellenic Observatory Papers on Greece and Southeast Europe 193, Hellenic Observatory, LSE.
    9. To Trung Thanh & Le Thanh Ha & Hoang Phuong Dung & Tran Thi Lan Huong, 2023. "Impacts of digitalization on energy security: evidence from European countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 11599-11644, October.
    10. Bhattacharya, Tulika & Bhandari, Bornali & Bairagya, Indrajit, 2020. "Where are the jobs? Estimating skill-based employment linkages across sectors for the Indian economy: An input-output analysis," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 292-308.
    11. Canh Phuc Nguyen & Thanh Dinh Su, 2021. "Financing the economy: The multidimensional influences of financial development on economic complexity," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(4), pages 644-684, May.
    12. 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).
    13. Ben Saad, Myriam & Brahim, Mariem & Schaffar, Alexandra & Guesmi, Khaled & Ben Saad, Rym, 2023. "Economic complexity, diversification and economic development: The strategic factors," Research in International Business and Finance, Elsevier, vol. 64(C).
    14. Henri Njangang & Youssouf Nvuh-Njoya, 2023. "Unravelling the link between democracy and economic complexity: fresh evidence from the Varieties of Democracy data," SN Business & Economics, Springer, vol. 3(3), pages 1-32, March.
    15. Burlina, Chiara & Casadei, Patrizia & Crociata, Alessandro, 2023. "Economic complexity and firm performance in the cultural and creative sector: evidence from Italian provinces," LSE Research Online Documents on Economics 116979, London School of Economics and Political Science, LSE Library.
    16. Nguyen, Canh Phuc & Schinckus, Christophe & Su, Thanh Dinh, 2020. "The drivers of economic complexity: International evidence from financial development and patents," International Economics, Elsevier, vol. 164(C), pages 140-150.
    17. Ha, Le Thanh, 2022. "Effects of digitalization on financialization: Empirical evidence from European countries," Technology in Society, Elsevier, vol. 68(C).
    18. María Guadalupe Montiel-Hernández & Carla Carolina Pérez-Hernández & Blanca Cecilia Salazar-Hernández, 2024. "The Intrinsic Links of Economic Complexity with Sustainability Dimensions: A Systematic Review and Agenda for Future Research," Sustainability, MDPI, vol. 16(1), pages 1-26, January.
    19. Anyfantaki, Sofia & Caloghirou, Yannis & Dellis, Konstantinos & Karadimitropoulou, Aikaterini & Petroulakis, Filippos, 2024. "The need for an industrial policy for long-term growth," LSE Research Online Documents on Economics 121983, London School of Economics and Political Science, LSE Library.
    20. Nguyen Phuc Canh & Su Dinh Thanh, 2022. "The Dynamics of Export Diversification, Economic Complexity and Economic Growth Cycles: Global Evidence," Foreign Trade Review, , vol. 57(3), pages 234-260, August.
    21. Cottafava, Dario & Gastaldo, Michele & Quatraro, Francesco & Santhiá, Cristina, 2022. "Modeling economic losses and greenhouse gas emissions reduction during the COVID-19 pandemic: Past, present, and future scenarios for Italy," Economic Modelling, Elsevier, vol. 110(C).
    22. Ha, Le Thanh, 2023. "The role of financial development in enhancing trades in environmental goods: International insights from 119 countries," Journal of Commodity Markets, Elsevier, vol. 29(C).
    23. Hong Nham, Nguyen Thi & Ha, Le Thanh, 2022. "Making the circular economy digital or the digital economy circular? Empirical evidence from the European region," Technology in Society, Elsevier, vol. 70(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. Rinaldo Evangelista & Matteo Lucchese & Valentina Meliciani, 2013. "The contribution of Business services to the export performances of manufacturing industries. An empirical study on 5 European countries," Working Papers 14, Birkbeck Centre for Innovation Management Research, revised Nov 2013.
    2. Matthias Firgo & Peter Mayerhofer, 2016. "Wissensintensive Unternehmensdienste, Wissens-Spillovers und regionales Wachstum. Teilprojekt 3: Zur Standortstruktur von wissensintensiven Unternehmensdiensten – Fakten, Bestimmungsgründe, regionalpo," WIFO Studies, WIFO, number 59427, Juni.
    3. Orlic, Edvard & Hashi, Iraj & Hisarciklilar, Mehtap, 2018. "Cross sectoral FDI spillovers and their impact on manufacturing productivity," International Business Review, Elsevier, vol. 27(4), pages 777-796.
    4. Lanaspa, Luis & Sanz-Gracia, Fernando & Vera-Cabello, María, 2016. "The (strong) interdependence between intermediate producer services' attributes and manufacturing location," Economic Modelling, Elsevier, vol. 57(C), pages 1-12.
    5. Davide Castellani & Valentina Meliciani & Loredana Mirra, 2016. "The Determinants of Inward Foreign Direct Investment in Business Services across European Regions," Regional Studies, Taylor & Francis Journals, vol. 50(4), pages 671-691, April.
    6. Dioni Elche & Davide Consoli & Mabel Sánchez-Barrioluengo, 2021. "From brawn to brains: manufacturing–KIBS interdependency," Regional Studies, Taylor & Francis Journals, vol. 55(7), pages 1282-1298, July.
    7. Di Meglio, Gisela & Gallego, Jorge, 2022. "Disentangling services in developing regions: A test of Kaldor's first and second laws," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 221-229.
    8. Evangelista, Rinaldo & Lucchese, Matteo & Meliciani, Valentina, 2013. "Business services, innovation and sectoral growth," Structural Change and Economic Dynamics, Elsevier, vol. 25(C), pages 119-132.
    9. Alessandro Nuvolari & Emanuele Russo, 2019. "Technical progress and structural change: a long-term view," LEM Papers Series 2019/17, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    10. Valentina Meliciani, 2010. "Exports of Knowledge-intensive Services and Manufactures: The Role of ICTs and Intersectoral Linkages," Chapters, in: Robert M. Solow & Jean-Philippe Touffut (ed.), The Shape of the Division of Labour, chapter 4, Edward Elgar Publishing.
    11. Maggi, Bernardo, 2017. "A technology-based countries-interaction dynamic model for the study of European growth and stability: Were there the conditions for convergence?," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 275-288.
    12. Daniel Feser & Till Proeger, 2018. "Knowledge-Intensive Business Services as Credence Goods—a Demand-Side Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(1), pages 62-80, March.
    13. Pim den Hertog & Luis Rubalcaba, 2010. "Policy Frameworks for Service Innovation: A Menu-Approach," Chapters, in: Faïz Gallouj & Faridah Djellal (ed.), The Handbook of Innovation and Services, chapter 26, Edward Elgar Publishing.
    14. Francesco Bogliacino & Matteo Lucchese & Mario Pianta, 2011. "Job creation in business services:Innovation, Demand, Polarisation," Working Papers 1107, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2011.
    15. Giovanni Dosi & Federico Riccio & Maria Enrica Virgillito, 2022. "Specialize or diversify? And in What? Trade composition, quality of specialization, and persistent growth [Catching up, forging ahead, and falling behind]," Industrial and Corporate Change, Oxford University Press, vol. 31(2), pages 301-337.
    16. Gisela Di Meglio & Jorge Gallego & Andrés Maroto & Maria Savona, 2015. "Services in Developing Economies: A new chance for catching-up?," SPRU Working Paper Series 2015-32, SPRU - Science Policy Research Unit, University of Sussex Business School.
    17. Matthias Figo & Peter Mayerhofer, 2015. "Strukturwandel und regionales Wachstum - wissensintensive Unternehmensdienste als Wachstumsmotor?," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 145, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
    18. Elodie Mania & Arsène Rieber, 2019. "Product export diversification and sustainable economic growth in developing countries," Post-Print hal-02297128, HAL.
    19. Rinaldo Evangelista & Matteo Lucchese & Valentina Meliciani, 2015. "Business services and the export performances of manufacturing industries," Journal of Evolutionary Economics, Springer, vol. 25(5), pages 959-981, November.
    20. Wang, Cong & Lu, Yifan, 2020. "Can economic structural change and transition explain cross-country differences in innovative activity?," Technological Forecasting and Social Change, Elsevier, vol. 159(C).

    More about this item

    Keywords

    Complexity; Manufacturing; Sophisticated services; Employment and economic development;
    All these keywords.

    JEL classification:

    • B2 - Schools of Economic Thought and Methodology - - History of Economic Thought since 1925
    • B5 - Schools of Economic Thought and Methodology - - Current Heterodox Approaches
    • B23 - Schools of Economic Thought and Methodology - - History of Economic Thought since 1925 - - - Econometrics; Quantitative and Mathematical Studies
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology

    Statistics

    Access and download statistics

    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:streco:v:45:y:2018:i:c:p:1-8. 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/inca/525148 .

    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.