IDEAS home Printed from https://ideas.repec.org/p/zbw/glodps/781.html
   My bibliography  Save this paper

How Does the Dramatic Rise of CPS Non-Response Impact Labor Market Indicators?

Author

Listed:
  • Bernhardt, Robert
  • Munro, David
  • Wolcott, Erin

Abstract

Since 2010 and before the pandemic hit, the share of households refusing to participate in the Current Population Survey (CPS) tripled. We show that partially-responding households - households that respond to some but not all of the survey's eight panels - account for most of the rise. Leveraging the labor force status of partially-responding households in the months surrounding their non-response, we find that rising refusals artificially suppressed the labor force participation rate and employment-population ratio but had little discernible effect on the unemployment rate. Factors robustly correlated with state-level refusal rates include a larger urban population, a smaller Democratic vote share (our proxy for sentiment towards government), and the economic and social changes brought about by manufacturing decline.

Suggested Citation

  • Bernhardt, Robert & Munro, David & Wolcott, Erin, 2021. "How Does the Dramatic Rise of CPS Non-Response Impact Labor Market Indicators?," GLO Discussion Paper Series 781, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:781
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/229653/1/GLO-DP-0781.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Alan B. Krueger & Alexandre Mas & Xiaotong Niu, 2017. "The Evolution of Rotation Group Bias: Will the Real Unemployment Rate Please Stand Up?," The Review of Economics and Statistics, MIT Press, vol. 99(2), pages 258-264, May.
    2. Daron Acemoglu & David Autor & David Dorn & Gordon H. Hanson & Brendan Price, 2016. "Import Competition and the Great US Employment Sag of the 2000s," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 141-198.
    3. David Autor & David Dorn & Gordon Hanson, 2019. "When Work Disappears: Manufacturing Decline and the Falling Marriage Market Value of Young Men," American Economic Review: Insights, American Economic Association, vol. 1(2), pages 161-178, September.
    4. Justin R. Pierce & Peter K. Schott, 2020. "Trade Liberalization and Mortality: Evidence from US Counties," American Economic Review: Insights, American Economic Association, vol. 2(1), pages 47-64, March.
    5. Ramey, Garey & Shigeru Fujita, 2006. "The Cyclicality of Job Loss and Hiring," University of California at San Diego, Economics Working Paper Series qt4nz8p839, Department of Economics, UC San Diego.
    6. Bruce D. Meyer & Wallace K. C. Mok & James X. Sullivan, 2015. "Household Surveys in Crisis," Journal of Economic Perspectives, American Economic Association, vol. 29(4), pages 199-226, Fall.
    7. Hie Joo Ahn & James Hamilton, 2022. "Measuring Labor-Force Participation and the Incidence and Duration of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 44, pages 1-32, April.
    8. Ori Heffetz & Daniel B. Reeves, 2019. "Difficulty of Reaching Respondents and Nonresponse Bias: Evidence from Large Government Surveys," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 176-191, March.
    9. Andrew Halpern-Manners & John Warren, 2012. "Panel Conditioning in Longitudinal Studies: Evidence From Labor Force Items in the Current Population Survey," Demography, Springer;Population Association of America (PAA), vol. 49(4), pages 1499-1519, November.
    10. Hie Joo Ahn & James Hamilton, 2022. "Measuring Labor-Force Participation and the Incidence and Duration of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 44, pages 1-32, April.
    11. Abowd, John M & Zellner, Arnold, 1985. "Estimating Gross Labor-Force Flows," Journal of Business & Economic Statistics, American Statistical Association, vol. 3(3), pages 254-283, June.
    12. Solon, Gary, 1986. "Effects of Rotation Group Bias on Estimation of Unemployment," Journal of Business & Economic Statistics, American Statistical Association, vol. 4(1), pages 105-109, January.
    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. Fieldhouse, Andrew & Howard, Sean & Koch, Christoffer & Munro, David, 2022. "A New Claims-Based Unemployment Dataset: Application to Postwar Recoveries Across U.S. States," GLO Discussion Paper Series 1066, Global Labor Organization (GLO).
    2. Pierre Brochu & Jonathan Créchet, 2021. "Survey Non-response in Covid-19 Times: The Case of the Labour Force Survey," Working Papers 2109E, University of Ottawa, Department of Economics.

    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. Hie Joo Ahn & James Hamilton, 2022. "Measuring Labor-Force Participation and the Incidence and Duration of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 44, pages 1-32, April.
    2. Li, Teng & Barwick, Panle Jia & Deng, Yongheng & Huang, Xinfei & Li, Shanjun, 2023. "The COVID-19 pandemic and unemployment: Evidence from mobile phone data from China," Journal of Urban Economics, Elsevier, vol. 135(C).
    3. Robert Bernhardt & David Munro & Erin L. Wolcott, 2024. "How does the dramatic rise of nonresponse in the Current Population Survey impact labor market indicators?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(3), pages 498-512, April.
    4. Hie Joo Ahn & James Hamilton, 2022. "Measuring Labor-Force Participation and the Incidence and Duration of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 44, pages 1-32, April.
    5. Ward, Jason M. & Anne Edwards, Kathryn, 2021. "CPS Nonresponse During the COVID-19 Pandemic: Explanations, Extent, and Effects," Labour Economics, Elsevier, vol. 72(C).
    6. Shigeru Fujita, 2011. "Dynamics of worker flows and vacancies: evidence from the sign restriction approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(1), pages 89-121, January/F.
    7. Fernández Guerrico, Sofía, 2021. "The effects of trade-induced worker displacement on health and mortality in Mexico," Journal of Health Economics, Elsevier, vol. 80(C).
    8. Chodorow-Reich, Gabriel & Coglianese, John, 2021. "Projecting unemployment durations: A factor-flows simulation approach with application to the COVID-19 recession," Journal of Public Economics, Elsevier, vol. 197(C).
    9. Matthieu Crozet & Laura Hering & Sandra Poncet, 2024. "Is There a Bright Side to the China Syndrome? Rising Export Opportunities and Life Satisfaction in China," PSE-Ecole d'économie de Paris (Postprint) hal-04505684, HAL.
    10. Borgschulte, Mark & Cho, Heepyung & Lubotsky, Darren, 2022. "Partisanship and survey refusal," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 332-357.
    11. Sun, Jiandong & Feng, Shuaizhang & Hu, Yingyao, 2021. "Misclassification errors in labor force statuses and the early identification of economic recessions," Journal of Asian Economics, Elsevier, vol. 75(C).
    12. Lorenzo Trimarchi, 2020. "Trade Policy and the China Syndrome," Working Papers ECARES 2020-15, ULB -- Universite Libre de Bruxelles.
    13. Jessica Gallant & Kory Kroft & Fabian Lange & Matthew J. Notowidigdo, 2020. "Temporary Unemployment and Labor Market Dynamics during the COVID-19 Recession," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(3 (Fall)), pages 167-226.
    14. Chad P. Bown & Paola Conconi & Aksel Erbahar & Lorenzo Trimarchi, 2020. "Trade Protection along Supply Chains," CESifo Working Paper Series 8812, CESifo.
    15. Katarzyna Saczuk & Olga Zajkowska, 2024. "Measuring labour force participation during pandemics and methodological changes," Working Papers 2024-11, Faculty of Economic Sciences, University of Warsaw.
    16. Nils Braakmann, 2018. "Company Closures and the Erosion of the Political Centre: Evidence from Germany," British Journal of Industrial Relations, London School of Economics, vol. 56(4), pages 835-858, December.
    17. Endoh, Masahiro, 2023. "The China shock and job reallocation in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 68(C).
    18. Shigeru Fujita & Christopher J. Nekarda & Garey Ramey, 2007. "The cyclicality of worker flows: new evidence from the SIPP," Working Papers 07-5, Federal Reserve Bank of Philadelphia.
    19. Shibata, Ippei, 2022. "Reassessing classification errors in the analysis of labor market dynamics," Labour Economics, Elsevier, vol. 78(C).
    20. Justin R. Pierce & Peter K. Schott & Cristina Tello-Trillo, 2022. "Trade Liberalization and Labor-Market Outcomes: Evidence from US Matched Employer-Employee Data," Working Papers 22-42, Center for Economic Studies, U.S. Census Bureau.

    More about this item

    Keywords

    Current Population Survey; Non-Response; Unemployment; Labor Force Participation; Employment-Population Ratio;
    All these keywords.

    JEL classification:

    • C83 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Survey Methods; Sampling Methods
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search

    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:zbw:glodps:781. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/glabode.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.