IDEAS home Printed from https://ideas.repec.org/a/spr/qualqt/v55y2021i3d10.1007_s11135-020-01012-7.html
   My bibliography  Save this article

The application of factorial surveys to study recruiters’ hiring intentions: comparing designs based on hypothetical and real vacancies

Author

Listed:
  • Tamara Gutfleisch

    (University of Luxembourg)

  • Robin Samuel

    (University of Luxembourg)

  • Stefan Sacchi

    (University of Bern)

Abstract

Factorial survey experiments have been widely used to study recruiters’ hiring intentions. Respondents are asked to evaluate hypothetical applicant descriptions, which are experimentally manipulated, for hypothetical job descriptions. However, this methodology has been criticized for putting respondents in hypothetical situations that often only partially correspond to real-life hiring situations. It has been proposed that this criticism can be overcome by sampling real-world vacancies and the recruiters responsible for filling them. In such an approach, only the applicants’ descriptions are hypothetical; respondents are asked about a real hiring problem, which might increase internal and external validity. In this study, we test whether using real vacancies triggers more valid judgments compared to designs based on hypothetical vacancies. The growing number of factorial survey experiments conducted in employer studies makes addressing this question relevant, both for methodological and practical reasons. However, despite the potential implications for the validity of data, it has been neglected so far. We conducted a factorial survey experiment in Luxembourg, in which respondents evaluated hypothetical applicants referring either to a currently vacant position in their company or to a hypothetical job. Overall, we found little evidence for differences in responses by the design of the survey experiment. However, the use of real vacancies might prove beneficial depending on the research interest. We hope that our comparison of designs using real and hypothetical vacancies contributes to the emerging methodological inquiry on the possibilities and limits of using factorial survey experiments in research on hiring.

Suggested Citation

  • Tamara Gutfleisch & Robin Samuel & Stefan Sacchi, 2021. "The application of factorial surveys to study recruiters’ hiring intentions: comparing designs based on hypothetical and real vacancies," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(3), pages 775-804, June.
  • Handle: RePEc:spr:qualqt:v:55:y:2021:i:3:d:10.1007_s11135-020-01012-7
    DOI: 10.1007/s11135-020-01012-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11135-020-01012-7
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11135-020-01012-7?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. Petersen, Trond & Togstad, Thea, 2006. "Getting the Offer: Sex Discrimation in Hiring," Institute for Research on Labor and Employment, Working Paper Series qt1rt913mg, Institute of Industrial Relations, UC Berkeley.
    2. Kory Kroft & Fabian Lange & Matthew J. Notowidigdo, 2013. "Duration Dependence and Labor Market Conditions: Evidence from a Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 1123-1167.
    3. Booth, Alison & Leigh, Andrew, 2010. "Do employers discriminate by gender? A field experiment in female-dominated occupations," Economics Letters, Elsevier, vol. 107(2), pages 236-238, May.
    4. Stijn Baert & Bart Cockx & Niels Gheyle & Cora Vandamme, 2015. "Is There Less Discrimination in Occupations Where Recruitment Is Difficult?," ILR Review, Cornell University, ILR School, vol. 68(3), pages 467-500, May.
    5. Lulu P. Shi & Christian Imdorf & Robin Samuel & Stefan Sacchi, 2018. "How unemployment scarring affects skilled young workers: evidence from a factorial survey of Swiss recruiters," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 52(1), pages 1-15, December.
    6. Humburg, Martin & van der Velden, Rolf, 2015. "Skills and the graduate recruitment process: Evidence from two discrete choice experiments," Economics of Education Review, Elsevier, vol. 49(C), pages 24-41.
    7. Shi, Lulu P. & Imdorf, Christian & Samuel, Robin & Sacchi, Stefan, 2018. "How unemployment scarring affects skilled young workers : Evidence from a factorial survey of Swiss recruiters," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 52(1), pages 1-7.
    8. Stefan Eriksson & Dan-Olof Rooth, 2014. "Do Employers Use Unemployment as a Sorting Criterion When Hiring? Evidence from a Field Experiment," American Economic Review, American Economic Association, vol. 104(3), pages 1014-1039, March.
    9. Hainmueller, Jens & Xu, Yiqing, 2013. "ebalance: A Stata Package for Entropy Balancing," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 54(i07).
    10. repec:iab:iabjlr:v:52:i:1:p:art.7 is not listed on IDEAS
    11. John M. Nunley & Adam Pugh & Nicholas Romero & R. Alan Seals, 2017. "The Effects of Unemployment and Underemployment on Employment Opportunities," ILR Review, Cornell University, ILR School, vol. 70(3), pages 642-669, May.
    12. Baert, Stijn & De Pauw, Ann-Sophie, 2014. "Is ethnic discrimination due to distaste or statistics?," Economics Letters, Elsevier, vol. 125(2), pages 270-273.
    13. Kübler, Dorothea & Schmid, Julia & Stüber, Robert, 2018. "Gender discrimination in hiring across occupations: a nationally-representative vignette study," Labour Economics, Elsevier, vol. 55(C), pages 215-229.
    14. Peter A. Riach & Judith Rich, 2004. "Deceptive Field Experiments of Discrimination: Are they Ethical?," Kyklos, Wiley Blackwell, vol. 57(3), pages 457-470, August.
    15. Eva Van Belle & Ralf Caers & Marijke De Couck & Valentina Di Stasio & Stijn Baert, 2019. "The Signal of Applying for a Job Under a Vacancy Referral Scheme," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 58(2), pages 251-274, April.
    16. Zschirnt, Eva & Ruedin, Didier, 2016. "Ethnic discrimination in hiring decisions: A meta-analysis of correspondence tests 1990–2015," EconStor Preprints 142176, ZBW - Leibniz Information Centre for Economics.
    17. Shi, Lulu P. & Imdorf, Christian & Samuel, Robin & Sacchi, Stefan, 2018. "How unemployment scarring affects skilled young workers : Evidence from a factorial survey of Swiss recruiters," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 52(1), pages .7(1-15).
    18. Humburg, M. & van der Velden, R.K.W., 2014. "Skills and the graduate recruitment process: Evidence from two discrete choice experiments," ROA Research Memorandum 002, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    19. Biesma, R.G. & Pavlova, M. & van Merode, G.G. & Groot, W., 2007. "Using conjoint analysis to estimate employers preferences for key competencies of master level Dutch graduates entering the public health field," Economics of Education Review, Elsevier, vol. 26(3), pages 375-386, June.
    20. Katrin Auspurg & Annette Jäckle, 2017. "First Equals Most Important? Order Effects in Vignette-Based Measurement," Sociological Methods & Research, , vol. 46(3), pages 490-539, August.
    21. van Beek, Krijn W. H. & Koopmans, Carl C. & van Praag, Bernard M. S., 1997. "Shopping at the labour market: A real tale of fiction," European Economic Review, Elsevier, vol. 41(2), pages 295-317, February.
    22. Daniel Oesch & Oliver Lipps & Patrick McDonald, 2017. "The wage penalty for motherhood: Evidence on discrimination from panel data and a survey experiment for Switzerland," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 37(56), pages 1793-1824.
    23. Andreas Damelang & Martin Abraham & Sabine Ebensperger & Felix Stumpf, 2019. "The Hiring Prospects of Foreign-Educated Immigrants: A Factorial Survey among German Employers," Work, Employment & Society, British Sociological Association, vol. 33(5), pages 739-758, October.
    24. Magnus Carlsson, 2011. "Does Hiring Discrimination Cause Gender Segregation in the Swedish Labor Market?," Feminist Economics, Taylor & Francis Journals, vol. 17(3), pages 71-102.
    25. Oberholzer-Gee, Felix, 2008. "Nonemployment stigma as rational herding: A field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 65(1), pages 30-40, January.
    26. repec:feb:natura:0058 is not listed on IDEAS
    27. Richard Williams, 2012. "Using the margins command to estimate and interpret adjusted predictions and marginal effects," Stata Journal, StataCorp LP, vol. 12(2), pages 308-331, June.
    28. Protsch, Paula & Solga, Heike, 2017. "Going across Europe for an apprenticeship? A factorial survey experiment on employers’ hiring preferences in Germany," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27(4), pages 387-399.
    29. Auspurg, Katrin & Hinz, Thomas & Walzenbach, Sandra, 2019. "Are Factorial Survey Experiments Prone to Survey Mode Effects?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 371-392.
    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. Tamara Gutfleisch & Robin Samuel, 2022. "Hiring in border regions: experimental and qualitative evidence from a recruiter survey in Luxembourg," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 56(1), pages 1-13, December.
    2. Élisabeth Tovar & Matthieu Bunel, 2021. "Attitudes on past-in-present educational discrimination. Insights from a representative factorial survey," EconomiX Working Papers 2021-28, University of Paris Nanterre, EconomiX.

    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. David Neumark, 2018. "Experimental Research on Labor Market Discrimination," Journal of Economic Literature, American Economic Association, vol. 56(3), pages 799-866, September.
    2. Gaddis, S. Michael, 2018. "An Introduction to Audit Studies in the Social Sciences," SocArXiv e5hfc, Center for Open Science.
    3. Van Borm, Hannah & Baert, Stijn, 2022. "Diving in the minds of recruiters: What triggers gender stereotypes in hiring?," GLO Discussion Paper Series 1083, Global Labor Organization (GLO).
    4. Verhaest, Dieter & Bogaert, Elene & Dereymaeker, Jeroen & Mestdagh, Laura & Baert, Stijn, 2016. "Crowding Out in the Labour Market: Do Employers Lend a Hand?," IZA Discussion Papers 9654, Institute of Labor Economics (IZA).
    5. Baert, Stijn, 2017. "Hiring Discrimination: An Overview of (Almost) All Correspondence Experiments Since 2005," GLO Discussion Paper Series 61, Global Labor Organization (GLO).
    6. Margaret Maurer-Fazio & Sili Wang, 2018. "Does marital status affect how firms interpret job applicants’ un/employment histories?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 39(4), pages 567-580, July.
    7. Piopiunik, Marc & Schwerdt, Guido & Simon, Lisa & Woessmann, Ludger, 2020. "Skills, signals, and employability: An experimental investigation," European Economic Review, Elsevier, vol. 123(C).
    8. Haoran He & Sherry Xin Li & Yuling Han, 2023. "Labor Market Discrimination against Family Responsibilities: A Correspondence Study with Policy Change in China," Journal of Labor Economics, University of Chicago Press, vol. 41(2), pages 361-387.
    9. Valfort, Marie-Anne, 2020. "Anti-Muslim discrimination in France: Evidence from a field experiment," World Development, Elsevier, vol. 135(C).
    10. Lulu P. Shi & Christian Imdorf & Robin Samuel & Stefan Sacchi, 2018. "How unemployment scarring affects skilled young workers: evidence from a factorial survey of Swiss recruiters," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 52(1), pages 1-15, December.
    11. Stijn Baert & Dieter Verhaest, 2019. "Unemployment or Overeducation: Which is a Worse Signal to Employers?," De Economist, Springer, vol. 167(1), pages 1-21, March.
    12. Stijn Baert & Dieter Verhaest, 2021. "Work Hard or Play Hard? Degree Class, Student Leadership and Employment Opportunities," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(4), pages 1024-1047, August.
    13. Van Belle, Eva & Caers, Ralf & De Couck, Marijke & Di Stasio, Valentina & Baert, Stijn, 2017. "Why Is Unemployment Duration a Sorting Criterion in Hiring?," IZA Discussion Papers 10876, Institute of Labor Economics (IZA).
    14. Van Borm, Hannah & Burn, Ian & Baert, Stijn, 2021. "What Does a Job Candidate's Age Signal to Employers?," Labour Economics, Elsevier, vol. 71(C).
    15. Nüß, Patrick, 2017. "Duration Dependence as an Unemployment Stigma: Evidence from a Field Experiment in Germany," GLO Discussion Paper Series 88, Global Labor Organization (GLO).
    16. Namingit, Sheryll & Blankenau, William & Schwab, Benjamin, 2021. "Sick and tell: A field experiment analyzing the effects of an illness-related employment gap on the callback rate," Journal of Economic Behavior & Organization, Elsevier, vol. 185(C), pages 865-882.
    17. Protsch, Paula, 2021. "Employers’ recruitment contexts and hiring preferences in the German youth labor market," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 73, pages 1-1.
    18. Baert, By Stijn & Neyt, Brecht & Siedler, Thomas & Tobback, Ilse & Verhaest, Dieter, 2021. "Student internships and employment opportunities after graduation: A field experiment," Economics of Education Review, Elsevier, vol. 83(C).
    19. Wehner, Caroline & de Grip, Andries & Pfeifer, Harald, 2022. "Do recruiters select workers with different personality traits for different tasks? A discrete choice experiment," Labour Economics, Elsevier, vol. 78(C).
    20. Kuhn, Florian & Chanci, Luis, 2024. "Racial disparities in labor outcomes: The effects of hiring discrimination over the business cycle," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 801-817.

    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:spr:qualqt:v:55:y:2021:i:3:d:10.1007_s11135-020-01012-7. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.