IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2407.14179.html
   My bibliography  Save this paper

Bottlenecks in Occupational Transitions: A Data-driven Taxonomy

Author

Listed:
  • Max Sina Knicker
  • Karl Naumann-Woleske
  • Michael Benzaquen

Abstract

In an era of rapid technological advancements and macroeconomic shifts, worker reallocation is necessary, yet responses to labor market shocks remain sluggish, making it crucial to identify bottlenecks in occupational transitions to understand labor market dynamics and improve mobility. In this study, we analyze French occupational data to uncover patterns of worker mobility and pinpoint specific occupations that act as bottlenecks which impede rapid reallocation. We introduce two metrics, transferability and accessibility, to quantify the diversity of occupational transitions and find that bottlenecks can be explained by a condensation effect of occupations with high accessibility but low transferability. Transferability measures the variety of transitions from an occupation to others, while accessibility assesses the variety of transitions into an occupation. We provide a comprehensive framework for analyzing occupational complexity and mobility patterns, offering insights into potential barriers and pathways for efficient retraining programs. We argue that our approach can inform policymakers and stakeholders aiming to enhance labor market efficiency and support workforce adaptability.

Suggested Citation

  • Max Sina Knicker & Karl Naumann-Woleske & Michael Benzaquen, 2024. "Bottlenecks in Occupational Transitions: A Data-driven Taxonomy," Papers 2407.14179, arXiv.org.
  • Handle: RePEc:arx:papers:2407.14179
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2407.14179
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Rafael Dix-Carneiro & João Paulo Pessoa & Ricardo Reyes-Heroles & Sharon Traiberman, 2023. "Globalization, Trade Imbalances, and Labor Market Adjustment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(2), pages 1109-1171.
    2. Leonard Bocquet, 2022. "The Network Origin of Slow Labor Reallocation," Working Papers halshs-03703862, HAL.
    3. Neffke, Frank M.H. & Otto, Anne & Weyh, Antje, 2017. "Inter-industry labor flows," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 275-292.
    4. David H. Autor & David Dorn & Gordon H. Hanson & Jae Song, 2014. "Trade Adjustment: Worker-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1799-1860.
    5. Dix-Carneiro, Rafael & Kovak, Brian K., 2019. "Margins of labor market adjustment to trade," Journal of International Economics, Elsevier, vol. 117(C), pages 125-142.
    6. Francisco J Buera & Joseph P Kaboski & Richard Rogerson & Juan I Vizcaino, 2022. "Skill-Biased Structural Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(2), pages 592-625.
    7. Patrick Kline & Enrico Moretti, 2013. "Place Based Policies with Unemployment," American Economic Review, American Economic Association, vol. 103(3), pages 238-243, May.
    8. Leonard Bocquet, 2022. "The Network Origin of Slow Labor Reallocation," PSE Working Papers halshs-03703862, HAL.
    9. Christina Gathmann & Uta Schönberg, 2010. "How General Is Human Capital? A Task-Based Approach," Journal of Labor Economics, University of Chicago Press, vol. 28(1), pages 1-49, January.
    10. O’Clery, Neave & Kinsella, Stephen, 2022. "Modular structure in labour networks reveals skill basins," Research Policy, Elsevier, vol. 51(5).
    11. Bernard Gazier, 2019. "Opportunities or tensions: Assessing French Labour Market Reforms from 2012 to 2018," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03213145, HAL.
    12. Atalay, Enghin & Phongthiengtham, Phai & Sotelo, Sebastian & Tannenbaum, Daniel, 2018. "New technologies and the labor market," Journal of Monetary Economics, Elsevier, vol. 97(C), pages 48-67.
    13. Zhuo-Ming Ren & An Zeng & Yi-Cheng Zhang, 2020. "Bridging nestedness and economic complexity in multilayer world trade networks," Palgrave Communications, Palgrave Macmillan, vol. 7(1), pages 1-8, December.
    14. Bernard Gazier, 2019. "Opportunities or tensions: Assessing French Labour Market Reforms from 2012 to 2018," Post-Print hal-03213145, HAL.
    Full references (including those not matched with items on IDEAS)

    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. Winkler, Erwin, 2020. "Diverging paths: Labor reallocation, sorting, and wage inequality," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224535, Verein für Socialpolitik / German Economic Association.
    2. Charlie Joyez & Raja Kali & Catherine Laffineur, 2023. "Occupational Coherence and Local Labor Market Performance: Evidence from France," GREDEG Working Papers 2023-20, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    3. Henry Redondo, 2023. "From bricklayers to waiters: Reallocation in a deep recession," French Stata Users' Group Meetings 2023 27, Stata Users Group.
    4. Andrés César & Guillermo Falcone, 2020. "Heterogeneous Effects of Chinese Import Competition on Chilean Manufacturing Plants," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 1-60, December.
    5. Paula Bustos & Juan Manuel Castro Vincenzi & Joan Monras & Jacopo Ponticelli, 2019. "Structural Transformation, Industrial Specialization, and Endogenous Growth," Working Papers wp2019_1906, CEMFI.
    6. Silvia Vannutelli & Sergio Scicchitano & Marco Biagetti, 2022. "Routine-biased technological change and wage inequality: do workers’ perceptions matter?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 12(3), pages 409-450, September.
    7. Lastauskas, Povilas & Proškutė, Aurelija & Žaldokas, Alminas, 2023. "How do firms adjust when trade stops?," Journal of Economic Behavior & Organization, Elsevier, vol. 216(C), pages 287-307.
    8. Rachel Griffith & Peter Levell & Agnes Norris Keiller, 2021. "Potential Consequences of Post‐Brexit Trade Barriers for Earnings Inequality in the UK," Economica, London School of Economics and Political Science, vol. 88(352), pages 839-862, October.
    9. Luca Citino & Andrea Linarello, 2022. "The impact of Chinese import competition on Italian manufacturing," Review of International Economics, Wiley Blackwell, vol. 30(3), pages 702-731, August.
    10. Heiland, Inga & Kohler, Wilhelm, 2022. "Heterogeneous workers, trade, and migration," European Economic Review, Elsevier, vol. 144(C).
    11. Ponticelli, Jacopo & Bustos, Paula & Castro-Vincenzi, Juan & Monras, Joan, 2018. "Industrialization without Innovation," CEPR Discussion Papers 13379, C.E.P.R. Discussion Papers.
    12. Zsolt Csafordi & Laszlo Lorincz & Balazs Lengyel & Karoly Miklos Kiss, 2016. "Productivity spillovers through labor flows: The effect of productivity gap, foreign-owned firms, and skill-relatedness," CERS-IE WORKING PAPERS 1610, Institute of Economics, Centre for Economic and Regional Studies.
    13. César, Andrés & Falcone, Guillermo & Gasparini, Leonardo, 2021. "Costs and benefits of trade shocks: Evidence from Chilean local labor markets," Labour Economics, Elsevier, vol. 73(C).
    14. Redding, Stephen, 2020. "Trade and Geography," CEPR Discussion Papers 15268, C.E.P.R. Discussion Papers.
    15. Rafael Dix-Carneiro & Brian K. Kovak, 2017. "Trade Liberalization and Regional Dynamics," American Economic Review, American Economic Association, vol. 107(10), pages 2908-2946, October.
    16. Yang Li & Frank Neffke, 2022. "Relatedness in regional development: in search of the right specification," Papers in Evolutionary Economic Geography (PEEG) 2208, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2022.
    17. Eduardo Levy Yeyati, 2020. "Specificity of Human Capital: An Occupation Space Based on Job-to-Job Transitions," CID Working Papers 379, Center for International Development at Harvard University.
    18. Ana Margarida Fernandes & Joana Silva, 2023. "Adjusting to Transitory Shocks: Worker Impact, Firm Channels, and (Lack of) Income Support," CESifo Working Paper Series 10479, CESifo.
    19. Koomen, Miriam & Backes-Gellner, Uschi, 2022. "Occupational tasks and wage inequality in West Germany: A decomposition analysis," Labour Economics, Elsevier, vol. 79(C).
    20. Julieta Caunedo & David Jaume & Elisa Keller, 2023. "Occupational Exposure to Capital-Embodied Technical Change," American Economic Review, American Economic Association, vol. 113(6), pages 1642-1685, June.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:arx:papers:2407.14179. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.