IDEAS home Printed from https://ideas.repec.org/p/aut/wpaper/201808.html
   My bibliography  Save this paper

Stochastic Expected Utility for Binary Choice: New Representations

Author

Listed:
  • Alexander Plum

    (New Zealand Work Research Institute, Faculty of Business, Economics and Law, Auckland University of Technology)

Abstract

Are low wages a way for the unemployed to switch to higher-paying jobs? Using data from the British Household Panel Survey (BHPS), the labour market dynamics of unemployed, low-paid, and higher-paid employed men are analysed. Moreover, the respective (un)employment duration and occupational skill level are accounted for. Results show that in general low wages significantly reduce the risk of future unemployment and increase the chances of ascending the salary ladder, especially in the case of long-term unemployment (>360 days). Furthermore, the occupational skill level has a substantial influence on the upward mobility of low-paid jobs: individuals working in the initial period in a low-paid and higher-skilled occupation have on average an 11 percentage points higher probability of entering higher pay compared to when working in a low-paid and low-skilled occupation.

Suggested Citation

  • Alexander Plum, 2018. "Stochastic Expected Utility for Binary Choice: New Representations," Working Papers 2018-08, Auckland University of Technology, Department of Economics.
  • Handle: RePEc:aut:wpaper:201808
    as

    Download full text from publisher

    File URL: https://www.aut.ac.nz/__data/assets/pdf_file/0007/193552/Economics-WP-2018-08.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Flinn, Christopher J & Heckman, James J, 1983. "Are Unemployment and Out of the Labor Force Behaviorally Distinct Labor Force States?," Journal of Labor Economics, University of Chicago Press, vol. 1(1), pages 28-42, January.
    2. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    3. Layard, Richard & Nickell, Stephen & Jackman, Richard, 2005. "Unemployment: Macroeconomic Performance and the Labour Market," OUP Catalogue, Oxford University Press, number 9780199279173, Decembrie.
    4. Anders Skrondal & Sophia Rabe-Hesketh, 2014. "Handling initial conditions and endogenous covariates in dynamic/transition models for binary data with unobserved heterogeneity," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 63(2), pages 211-237, February.
    5. Sara Ayllón, 2013. "Unemployment persistence: not only stigma but discouragement too," Applied Economics Letters, Taylor & Francis Journals, vol. 20(1), pages 67-71, January.
    6. Lorenzo Cappellari & Stephen P. Jenkins, 2008. "Estimating low pay transition probabilities accounting for endogenous selection mechanisms," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 57(2), pages 165-186, April.
    7. 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.
    8. Alison L. Booth & Marco Francesconi & Jeff Frank, 2002. "Temporary Jobs: Stepping Stones Or Dead Ends?," Economic Journal, Royal Economic Society, vol. 112(480), pages 189-213, June.
    9. Lars Ljungqvist & Thomas J. Sargent, 1998. "The European Unemployment Dilemma," Journal of Political Economy, University of Chicago Press, vol. 106(3), pages 514-550, June.
    10. David Blackaby & Alison L Booth & Jeff Frank, 2005. "Outside Offers And The Gender Pay Gap: Empirical Evidence From the UK Academic Labour Market," Economic Journal, Royal Economic Society, vol. 115(501), pages 81-107, February.
    11. David Blackaby & Alison L Booth & Jeff Frank, 2005. "Outside Offers And The Gender Pay Gap: Empirical Evidence From the UK Academic Labour Market," Economic Journal, Royal Economic Society, vol. 115(501), pages 81-107, February.
    12. Vishwanath, Tara, 1989. "Job Search, Stigma Effect, and Escape Rate from Unemployment," Journal of Labor Economics, University of Chicago Press, vol. 7(4), pages 487-502, October.
    13. Uhlendorff, Arne, 2006. "From No Pay to Low Pay and Back Again? A Multi-State Model of Low Pay Dynamics," IZA Discussion Papers 2482, Institute of Labor Economics (IZA).
    14. Omori, Yoshiaki, 1997. "Stigma Effects of Nonemployment," Economic Inquiry, Western Economic Association International, vol. 35(2), pages 394-416, April.
    15. Biewen, Martin & Steffes, Susanne, 2010. "Unemployment persistence: Is there evidence for stigma effects?," Economics Letters, Elsevier, vol. 106(3), pages 188-190, March.
    16. Plum, Alexander & Ayllón, Sara, 2015. "Heterogeneity in unemployment state dependence," Economics Letters, Elsevier, vol. 136(C), pages 85-87.
    17. Heckman, James J & Borjas, George J, 1980. "Does Unemployment Cause Future Unemployment? Definitions, Questions and Answers from a Continuous Time Model of Heterogeneity and State Dependence," Economica, London School of Economics and Political Science, vol. 47(187), pages 247-283, August.
    18. Arulampalam, Wiji & Booth, Alison L & Taylor, Mark P, 2000. "Unemployment Persistence," Oxford Economic Papers, Oxford University Press, vol. 52(1), pages 24-50, January.
    19. James J. Heckman, 2001. "Micro Data, Heterogeneity, and the Evaluation of Public Policy: Nobel Lecture," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 673-748, August.
    20. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2007. "Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wage Distribution," ILR Review, Cornell University, ILR School, vol. 60(2), pages 163-186, January.
    21. Andreas Knabe & Alexander Plum, 2013. "Low-wage Jobs — Springboard to High-paid Ones?," LABOUR, CEIS, vol. 27(3), pages 310-330, September.
    22. Mark B. Stewart, 2007. "The interrelated dynamics of unemployment and low-wage employment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 511-531.
    23. Cohn, Elchanan & Khan, Shahina P., 1995. "The wage effects of overschooling revisited," Labour Economics, Elsevier, vol. 2(1), pages 67-76, March.
    24. Leora Friedberg, 2003. "The Impact of Technological Change on Older Workers: Evidence from Data on Computer Use," ILR Review, Cornell University, ILR School, vol. 56(3), pages 511-529, April.
    25. Clark, Ken & Kanellopoulos, Nikolaos C., 2013. "Low pay persistence in Europe," Labour Economics, Elsevier, vol. 23(C), pages 122-134.
    26. Olivier Jean Blanchard & Peter Diamond, 1994. "Ranking, Unemployment Duration, and Wages," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 417-434.
    27. 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.
    28. Alexander Plum, 2016. "bireprob: An estimator for bivariate random-effects probit models," Stata Journal, StataCorp LP, vol. 16(1), pages 96-111, March.
    29. 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.
    30. Lazear, Edward P, 1981. "Agency, Earnings Profiles, Productivity, and Hours Restrictions," American Economic Review, American Economic Association, vol. 71(4), pages 606-620, September.
    31. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    32. Barry McCormick, 1990. "A Theory of Signalling During Job Search, Employment Efficiency, and "Stigmatised" Jobs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(2), pages 299-313.
    33. Machin, Stephen & Puhani, Patrick A., 2003. "Subject of degree and the gender wage differential: evidence from the UK and Germany," Economics Letters, Elsevier, vol. 79(3), pages 393-400, June.
    34. Muhleisen, Martin & Zimmermann, Klaus F., 1994. "A panel analysis of job changes and unemployment," European Economic Review, Elsevier, vol. 38(3-4), pages 793-801, April.
    35. Acemoglu, Daron, 2001. "Good Jobs versus Bad Jobs," Journal of Labor Economics, University of Chicago Press, vol. 19(1), pages 1-21, January.
    36. Mark B. Stewart & Joanna K. Swaffield, 1999. "Low Pay Dynamics and Transition Probabilities," Economica, London School of Economics and Political Science, vol. 66(261), pages 23-42, February.
    37. Heckman, James J, 1976. "A Life-Cycle Model of Earnings, Learning, and Consumption," Journal of Political Economy, University of Chicago Press, vol. 84(4), pages 11-44, August.
    38. Ben Lockwood, 1991. "Information Externalities in the Labour Market and the Duration of Unemployment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(4), pages 733-753.
    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. Plum, Alexander & Knies, Gundi, 2015. "Does neighbourhood unemployment affect the springboard effect of low pay?," ISER Working Paper Series 2015-20, Institute for Social and Economic Research.
    2. Plum, Alexander & Knies, Gundi, 2015. "Earnings prospects for low-paid workers higher than for the unemployed but only in high-pay areas with high unemployment," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112845, Verein für Socialpolitik / German Economic Association.
    3. Alexander Plum & Gail Pacheco & Kabir Dasgupta, 2021. "When There is No Way Up: Reconsidering Low‐paid Jobs as Stepping‐stones," The Economic Record, The Economic Society of Australia, vol. 97(318), pages 387-409, September.
    4. Alexander Plum, 2019. "The British low-wage sector and the employment prospects of the unemployed," Applied Economics, Taylor & Francis Journals, vol. 51(13), pages 1411-1432, March.
    5. Mark B. Stewart, 2007. "The interrelated dynamics of unemployment and low-wage employment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 511-531.
    6. Alexander Plum & Gundi Knies, 2019. "Local unemployment changes the springboard effect of low pay: Evidence from England," PLOS ONE, Public Library of Science, vol. 14(11), pages 1-22, November.
    7. Andreas Knabe & Alexander Plum, 2013. "Low-wage Jobs — Springboard to High-paid Ones?," LABOUR, CEIS, vol. 27(3), pages 310-330, September.
    8. Sara Ayllón & Javier Valbuena & Alexander Plum, 2022. "Youth Unemployment and Stigmatization Over the Business Cycle in Europe," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(1), pages 103-129, February.
    9. Mattia Filomena, 2021. "Unemployment Scarring Effects: A Symposium On Empirical Literature," Working Papers 453, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    10. Mosthaf, Alexander, 2011. "Low-wage jobs - stepping stones or just bad signals?," IAB-Discussion Paper 201111, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    11. 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).
    12. Rune Lesner, 2015. "Does labor market history matter?," Empirical Economics, Springer, vol. 48(4), pages 1327-1364, June.
    13. Alexander Mosthaf & Thorsten Schank & Claus Schnabel, 2014. "Low-wage employment versus unemployment: Which one provides better prospects for women?," IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-17, December.
    14. Niedergesäss, Markus, 2012. "Duration dependence, lagged duration dependence, and occurrence dependence in individual employment histories," University of Tübingen Working Papers in Business and Economics 26, University of Tuebingen, Faculty of Economics and Social Sciences, School of Business and Economics.
    15. Alexander Mosthaf, 2014. "Do Scarring Effects of Low-Wage Employment and Non-Employment Differ BETWEEN Levels of Qualification?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 61(2), pages 154-177, May.
    16. Gabriel P. Mathy, 2018. "Hysteresis and persistent long-term unemployment: the American Beveridge Curve of the Great Depression and World War II," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 12(1), pages 127-152, January.
    17. Plum Alexander, 2016. "Can Low-Wage Employment Help People Escape from the No-Pay – Low-Income Trap?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 16(4), pages 1-28, October.
    18. Manudeep Bhuller & Christian N. Brinch & Sebastian Königs, 2017. "Time Aggregation and State Dependence in Welfare Receipt," Economic Journal, Royal Economic Society, vol. 127(604), pages 1833-1873, September.
    19. Ochsen, Carsten, 2008. "How the distribution of unemployment by duration affects the unemployment rate," Thuenen-Series of Applied Economic Theory 88, University of Rostock, Institute of Economics.
    20. Cuesta, Maite Blázquez & Budría, Santiago, 2017. "Unemployment persistence: How important are non-cognitive skills?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 69(C), pages 29-37.

    More about this item

    Keywords

    unemployment dynamics; low-pay dynamics; intial conditions problem; random-effects probit models; maximum simulated likelihood;
    All these keywords.

    JEL classification:

    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    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:aut:wpaper:201808. 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: Gail Pacheco (email available below). General contact details of provider: https://edirc.repec.org/data/fbautnz.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.