IDEAS home Printed from https://ideas.repec.org/p/cen/wpaper/24-51.html
   My bibliography  Save this paper

Revisions to the LEHD Establishment Imputation Procedure and Applications to Administrative Job Frame

Author

Listed:
  • Lee Tucker
  • Moises Yi
  • Filip Babalievsky
  • Hubert P. Janicki
  • Stephen R. Tibbets
  • Lawrence Warren

Abstract

The Census Bureau is developing a “job frame” to provide detailed job-level employment data across the U.S. through linked administrative records such as unemployment insurance and IRS W-2 filings. This working paper summarizes the research conducted by the job frame development team on modifying and extending the LEHD Unit-to-Worker (U2W) imputation procedure for the job frame prototype. It provides a conceptual overview of the U2W imputation method, highlighting key challenges and tradeoffs in its current application. The paper then presents four imputation methodologies and evaluates their performance in areas such as establishment assignment accuracy, establishment size matching, and job separation rates. The results show that all methodologies perform similarly in assigning workers to the correct establishment. Non-spell-based methodologies excel in matching establishment sizes, while spell-based methodologies perform better in accurately tracking separation rates.

Suggested Citation

  • Lee Tucker & Moises Yi & Filip Babalievsky & Hubert P. Janicki & Stephen R. Tibbets & Lawrence Warren, 2024. "Revisions to the LEHD Establishment Imputation Procedure and Applications to Administrative Job Frame," Working Papers 24-51, Center for Economic Studies, U.S. Census Bureau.
  • Handle: RePEc:cen:wpaper:24-51
    as

    Download full text from publisher

    File URL: https://www2.census.gov/library/working-papers/2024/adrm/ces/CES-WP-24-51.pdf
    File Function: First version, 2024
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sergio Correia & Paulo Guimarães & Tom Zylkin, 2020. "Fast Poisson estimation with high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 20(1), pages 95-115, March.
    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. Johannes Buggle & Thierry Mayer & Seyhun Orcan Sakalli & Mathias Thoenig, 2023. "The Refugee’s Dilemma: Evidence from Jewish Migration out of Nazi Germany," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(2), pages 1273-1345.
    2. Emmanuel Ebo Arthur & Solomon Gyamfi & Wolfgang Gerstlberger & Jan Stejskal & Viktor Prokop, 2023. "Towards Circular Economy: Unveiling Heterogeneous Effects of Government Policy Stringency, Environmentally Related Innovation, and Human Capital within OECD Countries," Sustainability, MDPI, vol. 15(6), pages 1-18, March.
    3. Alex Hollingsworth & Krzysztof Karbownik & Melissa A. Thomasson & Anthony Wray, 2024. "The Gift of a Lifetime: The Hospital, Modern Medicine, and Mortality," American Economic Review, American Economic Association, vol. 114(7), pages 2201-2238, July.
    4. Magnus Lodefalk & Fredrik Sjöholm & Aili Tang, 2022. "International trade and labour market integration of immigrants," The World Economy, Wiley Blackwell, vol. 45(6), pages 1650-1689, June.
    5. Fukai, Taiyo & Kawaguchi, Daiji & Kondo, Ayako & Yokoyama, Izumi, 2024. "How do firms attain internal and external flexibility of employment?," Labour Economics, Elsevier, vol. 91(C).
    6. Ben Shepherd, 2021. "Effective Rates of Protection in a World With Non-Tariff Measures and Supply Chains: Evidence from ASEAN," Working Papers DP-2021-27, Economic Research Institute for ASEAN and East Asia (ERIA).
    7. Matteo Aquilina & Giulio Cornelli & Marina Sanchez del Villar, 2024. "Regulation, information asymmetries and the funding of new ventures," BIS Working Papers 1162, Bank for International Settlements.
    8. Josep Amer-Mestre and Agnès Charpin, 2022. "Gender Differences in Early Occupational Choices: Evidence from Medical Specialty Selection," Economics Working Papers EUI ECO 2022/01, European University Institute.
    9. repec:hal:journl:hal-04783226 is not listed on IDEAS
    10. Beniamino Quintieri & Giovanni Stamato, 2023. "Are preferential agreements beneficial to EU trade? New evidence from the EU–South Korea treaty," The World Economy, Wiley Blackwell, vol. 46(12), pages 3511-3541, December.
    11. Kazunobu Hayakawa & Hiroshi Mukunoki, 2023. "The magnification effect in global value chains," Review of International Economics, Wiley Blackwell, vol. 31(1), pages 141-157, February.
    12. Balša Ćulafić & Martin Gaber & Mahdi Ghodsi & Belma Hasić & Muela Ibrahimi & Branimir Jovanović & Sophia Kluge & Ognjenka Lalović & Marko Mandić & Ravik Mima & Sanja Nikolova & Antoaneta Manova Stavre, 2021. "Getting Stronger After COVID-19: Nearshoring Potential in the Western Balkans," wiiw Research Reports 453, The Vienna Institute for International Economic Studies, wiiw.
    13. Mahdi Ghodsi & Robert Stehrer, 2022. "Trade policy and global value chains: tariffs versus non-tariff measures," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 158(3), pages 887-916, August.
    14. Sebastian Kraus & Nicolas Koch, 2020. "Effect of pop-up bike lanes on cycling in European cities," Papers 2008.05883, arXiv.org, revised Sep 2020.
    15. Natalia Fabra & Catarina Pintassilgo & Mateus Souza, 2024. "Observed patterns of free-floating car-sharing use," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 15(3), pages 259-297, September.
    16. J. M. C. Santos Silva & Silvana Tenreyro, 2022. "The Log of Gravity at 15," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 21(3), pages 423-437, September.
    17. Jonathan I. Dingel & Felix Tintelnot, 2020. "Spatial Economics for Granular Settings," NBER Working Papers 27287, National Bureau of Economic Research, Inc.
    18. Sandro Provenzano & Sefi Roth & Lutz Sager, 2024. "Air Pollution and Respiratory Infectious Diseases," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(5), pages 1127-1139, May.
    19. Yvonne Wolfmayr & Elisabeth Christen & Hendrik Mahlkow & Birgit Meyer & Michael Pfaffermayr, 2024. "Trade and Welfare Effects of New Trade Policy Instruments," WIFO Studies, WIFO, number 70732.
    20. repec:wsr:ecbook:2021:i:vii-006 is not listed on IDEAS
    21. Fonseca, Luís & Nikalexi, Katerina & Papaioannou, Elias, 2023. "The globalization of corporate control," Journal of International Economics, Elsevier, vol. 146(C).
    22. Colin A. Carter & Sandro Steinbach, 2020. "The Impact of Retaliatory Tariffs on Agricultural and Food Trade," NBER Working Papers 27147, National Bureau of Economic Research, Inc.

    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:cen:wpaper:24-51. 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: Dawn Anderson (email available below). General contact details of provider: https://edirc.repec.org/data/cesgvus.html .

    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.