IDEAS home Printed from https://ideas.repec.org/a/bla/jorssc/v57y2008i2p165-186.html
   My bibliography  Save this article

Estimating low pay transition probabilities accounting for endogenous selection mechanisms

Author

Listed:
  • Lorenzo Cappellari
  • Stephen P. Jenkins

Abstract

Summary. We propose a model of transitions into and out of low paid employment that accounts for non‐ignorable panel dropout, employment retention and base year low pay status (‘initial conditions’). The model is fitted to data for men from the British Household Panel Survey. Initial conditions and employment retention are found to be non‐ignorable selection processes. Whether panel dropout is found to be ignorable depends on how item non‐response on pay is treated. Notwithstanding these results, we also find that models incorporating a simpler approach to accounting for non‐ignorable selections provide estimates of covariate effects that differ very little from the estimates from the general model.

Suggested Citation

  • 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.
  • Handle: RePEc:bla:jorssc:v:57:y:2008:i:2:p:165-186
    DOI: 10.1111/j.1467-9876.2007.00607.x
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/j.1467-9876.2007.00607.x
    Download Restriction: no

    File URL: https://libkey.io/10.1111/j.1467-9876.2007.00607.x?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
    ---><---

    References listed on IDEAS

    as
    1. Stephen Pudney, 2008. "The dynamics of perception: modelling subjective wellbeing in a short panel," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(1), pages 21-40, January.
    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. Carol Newman & Liam Delaney & Brian Nolan, 2008. "A Dynamic Model of the Relationship Between Income and Financial Satisfaction: Evidence from Ireland," The Economic and Social Review, Economic and Social Studies, vol. 39(2), pages 105-130.
    2. Giarda, Elena, 2013. "Persistency of financial distress amongst Italian households: Evidence from dynamic models for binary panel data," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3425-3434.
    3. John Roy & Stefanie Schurer, 2013. "Getting Stuck In The Blues: Persistence Of Mental Health Problems In Australia," Health Economics, John Wiley & Sons, Ltd., vol. 22(9), pages 1139-1157, September.
    4. Pudney, Stephen, 2011. "Perception and retrospection: The dynamic consistency of responses to survey questions on wellbeing," Journal of Public Economics, Elsevier, vol. 95(3), pages 300-310.
    5. Wiji Arulampalam & Mark B. Stewart, 2009. "Simplified Implementation of the Heckman Estimator of the Dynamic Probit Model and a Comparison with Alternative Estimators," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(5), pages 659-681, October.
    6. Franco Peracchi & Claudio Rossetti, 2022. "A nonlinear dynamic factor model of health and medical treatment," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 1046-1066, June.
    7. Etilé, Fabrice & Frijters, Paul & Johnston, David W. & Shields, Michael A., 2021. "Measuring resilience to major life events," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 598-619.
    8. Marco Brandolini & Federica Coroneo & Elena Giarda & Cristiana Moriconi & Sarah Grace See, 2022. "Differences in Perceptions of the Housing Cost Burden Among European Countries," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 12(4), pages 1-5.
    9. Kristoffersen, Ingebjørg & Hoang, Dan & Li, Ian W., 2024. "Understanding the mental health-based poverty trap: Dynamics in psychological distress and financial precariousness, and the role of self-efficacy," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 111(C).
    10. Orcun Kaya, 2014. "Is perceived financial inadequacy persistent?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(4), pages 636-654, December.
    11. Fabrice Etilé & Paul Frijters & David W. Johson & Michael A. Shields, 2017. "Modelling Heterogeneity in the Resilience to Major Socioeconomic Life Events," PSE Working Papers halshs-01485989, HAL.
    12. Ayllón, Sara & Fusco, Alessio, 2017. "Are income poverty and perceptions of financial difficulties dynamically interrelated?," Journal of Economic Psychology, Elsevier, vol. 61(C), pages 103-114.
    13. Bartolucci, Francesco & Pigini, Claudia & Valentini, Francesco, 2023. "Testing for state dependence in the fixed-effects ordered logit model," Economics Letters, Elsevier, vol. 222(C).
    14. Rafael Sánchez, 2017. "Does a Mandatory Reduction of Standard Working Hours Improve Employees' Health Status?," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 56(1), pages 3-39, January.
    15. Christoph Wunder & Johannes Schwarze, 2010. "What (If Anything) Do Satisfaction Scores Tell Us about the Intertemporal Change in Living Conditions," SOEPpapers on Multidisciplinary Panel Data Research 306, DIW Berlin, The German Socio-Economic Panel (SOEP).
    16. Wunder, Christoph, 2012. "Does subjective well-being dynamically adjust to circumstances?," Economics Letters, Elsevier, vol. 117(3), pages 750-752.
    17. Saram Han & Christopher K. Anderson & Kyunghwa Chung, 2023. "Do managerial communications improve customer satisfaction and eWOM? The moderating effect of response authenticity," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
    18. Etilé, Fabrice & Frijters, Paul & Johnston, David W. & Shields, Michael A., 2020. "Psychological Resilience to Major Socioeconomic Life Events," IZA Discussion Papers 13063, Institute of Labor Economics (IZA).
    19. Pillinger, Rebecca & Steele, Fiona & Leckie, George & Jenkins, Jennifer, 2024. "A dynamic social relations model for clustered longitudinal dyadic data with continuous or ordinal responses," LSE Research Online Documents on Economics 119988, London School of Economics and Political Science, LSE Library.
    20. Steele, Fiona & Grundy, Emily, 2021. "Random effects dynamic panel models for unequally-spaced multivariate categorical repeated measures: an application to child-parent exchanges of support," LSE Research Online Documents on Economics 106255, London School of Economics and Political Science, LSE Library.

    More about this item

    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:bla:jorssc:v:57:y:2008:i:2:p:165-186. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/rssssea.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.