IDEAS home Printed from https://ideas.repec.org/a/eee/labeco/v71y2021ics0927537121000397.html
   My bibliography  Save this article

Predicting the path of labor supply responses when state dependence matters

Author

Listed:
  • Jia, Zhiyang
  • Vattø, Trine Engh

Abstract

The standard labor supply model ignores possible inertia originating from individuals’ previous labor supply decisions and assumes immediate adjustments to policy reforms. In this study we develop a model where past labor market status have effects on present decisions: first, there is habit dependence in the taste for leisure; second, labor market opportunities reflect experiences of the previous period; and third, there is a disutility of deviating from the choice of last period (status quo). All these three components induce state dependence in labor supply behavior and gradual rather than immediate responses to tax and benefit reforms. The model is estimated with data of Norwegian females over the period 2003 - 2009. Simulation results from a tax rate change suggest that state dependence bring down the short-term (first-year) responses to one-third of the full effect, and the full effect is reached after about five years. Our results also suggest that the disutility of deviating from status quo, modeled as a fixed cost of switching, is the dominant driving force of sluggishness in labor supply responses.

Suggested Citation

  • Jia, Zhiyang & Vattø, Trine Engh, 2021. "Predicting the path of labor supply responses when state dependence matters," Labour Economics, Elsevier, vol. 71(C).
  • Handle: RePEc:eee:labeco:v:71:y:2021:i:c:s0927537121000397
    DOI: 10.1016/j.labeco.2021.102004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927537121000397
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.labeco.2021.102004?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. Linda Babcock & William Congdon & Lawrence Katz & Sendhil Mullainathan, 2012. "Notes on behavioral economics and labor market policy," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-14, December.
    2. Neuman, Tzahi & Neuman, Einat & Neuman, Shoshana, 2010. "Explorations of the effect of experience on preferences for a health-care service," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 39(3), pages 407-419, June.
    3. Seth H. Giertz, 2010. "The Elasticity of Taxable Income during the 1990s: New Estimates and Sensitivity Analyses," Southern Economic Journal, John Wiley & Sons, vol. 77(2), pages 406-433, October.
    4. 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.
    5. Kubin, Ingrid & Prinz, Aloys, 2002. "Labour supply with habit formation," Economics Letters, Elsevier, vol. 75(1), pages 75-79, March.
    6. Thoresen, Thor O. & Vattø, Trine E., 2015. "Validation of the discrete choice labor supply model by methods of the new tax responsiveness literature," Labour Economics, Elsevier, vol. 37(C), pages 38-53.
    7. Michèle Belot & Philipp Kircher & Paul Muller, 2019. "Providing Advice to Jobseekers at Low Cost: An Experimental Study on Online Advice," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(4), pages 1411-1447.
    8. Jakub Steiner & Colin Stewart & Filip Matějka, 2017. "Rational Inattention Dynamics: Inertia and Delay in Decision‐Making," Econometrica, Econometric Society, vol. 85, pages 521-553, March.
    9. San Miguel, Fernando & Ryan, Mandy & Scott, Anthony, 2002. "Are preferences stable? The case of health care," Journal of Economic Behavior & Organization, Elsevier, vol. 48(1), pages 1-14, May.
    10. van Soest, Arthur & Das, Marcel & Gong, Xiaodong, 2002. "A structural labour supply model with flexible preferences," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 345-374, March.
    11. 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.
    12. Raj Chetty, 2012. "Bounds on Elasticities With Optimization Frictions: A Synthesis of Micro and Macro Evidence on Labor Supply," Econometrica, Econometric Society, vol. 80(3), pages 969-1018, May.
    13. Zvi Eckstein & Kenneth I. Wolpin, 1989. "Dynamic Labour Force Participation of Married Women and Endogenous Work Experience," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 56(3), pages 375-390.
    14. Kleven, Henrik Jacobsen & Schultz, Esben Anton, 2014. "Estimating taxable income responses using Danish tax reforms," LSE Research Online Documents on Economics 66122, London School of Economics and Political Science, LSE Library.
    15. Hamish Low & Costas Meghir, 2017. "The Use of Structural Models in Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 33-58, Spring.
    16. 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.
    17. John Creedy & Guyonne Kalb, 2005. "Discrete Hours Labour Supply Modelling: Specification, Estimation and Simulation," Journal of Economic Surveys, Wiley Blackwell, vol. 19(5), pages 697-734, December.
    18. Carina Neisser, 2021. "The Elasticity of Taxable Income: A Meta-Regression Analysis [The top 1% in international and historical perspective]," The Economic Journal, Royal Economic Society, vol. 131(640), pages 3365-3391.
    19. Arulampalam, Wiji & Booth, Alison L & Taylor, Mark P, 2000. "Unemployment Persistence," Oxford Economic Papers, Oxford University Press, vol. 52(1), pages 24-50, January.
    20. Schorfheide, Frank & Wolpin, Kenneth I., 2016. "To hold out or not to hold out," Research in Economics, Elsevier, vol. 70(2), pages 332-345.
    21. Egbert L. W. Jongen & Maaike Stoel, 2019. "The Elasticity of Taxable Labour Income in the Netherlands," De Economist, Springer, vol. 167(4), pages 359-386, December.
    22. Woittiez, Isolde & Kapteyn, Arie, 1998. "Social interactions and habit formation in a model of female labour supply," Journal of Public Economics, Elsevier, vol. 70(2), pages 185-205, November.
    23. Altmann, Steffen & Falk, Armin & Jäger, Simon & Zimmermann, Florian, 2018. "Learning about job search: A field experiment with job seekers in Germany," Journal of Public Economics, Elsevier, vol. 164(C), pages 33-49.
    24. John K. Dagsvik & Zhiyang Jia & Tom Kornstad & Thor O. Thoresen, 2014. "Theoretical And Practical Arguments For Modeling Labor Supply As A Choice Among Latent Jobs," Journal of Economic Surveys, Wiley Blackwell, vol. 28(1), pages 134-151, February.
    25. Hans G. Bloemen, 2008. "Job Search, Hours Restrictions, and Desired Hours of Work," Journal of Labor Economics, University of Chicago Press, vol. 26(1), pages 137-179.
    26. Samuelson, William & Zeckhauser, Richard, 1988. "Status Quo Bias in Decision Making," Journal of Risk and Uncertainty, Springer, vol. 1(1), pages 7-59, March.
    27. Furnham, Adrian & Boo, Hua Chu, 2011. "A literature review of the anchoring effect," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(1), pages 35-42, February.
    28. John K. Dagsvik & Zhiyang Jia, 2016. "Labor Supply as a Choice Among Latent Jobs: Unobserved Heterogeneity and Identification," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(3), pages 487-506, April.
    29. Dunn, L F, 1996. "Loss Aversion and Adaptation in the Labor Market: Empirical Indifference Functions and Labor Supply," The Review of Economics and Statistics, MIT Press, vol. 78(3), pages 441-450, August.
    30. Euwals, Rob & van Soest, Arthur, 1999. "Desired and actual labour supply of unmarried men and women in the Netherlands," Labour Economics, Elsevier, vol. 6(1), pages 95-118, March.
    31. Arthur van Soest, 1995. "Structural Models of Family Labor Supply: A Discrete Choice Approach," Journal of Human Resources, University of Wisconsin Press, vol. 30(1), pages 63-88.
    32. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    33. Victoria Prowse, 2012. "Modeling Employment Dynamics With State Dependence and Unobserved Heterogeneity," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(3), pages 411-431, April.
    34. Alexander M. Gelber & Damon Jones & Daniel W. Sacks, 2020. "Estimating Adjustment Frictions Using Nonlinear Budget Sets: Method and Evidence from the Earnings Test," American Economic Journal: Applied Economics, American Economic Association, vol. 12(1), pages 1-31, January.
    35. Raj Chetty & John N. Friedman & Tore Olsen & Luigi Pistaferri, 2011. "Adjustment Costs, Firm Responses, and Micro vs. Macro Labor Supply Elasticities: Evidence from Danish Tax Records," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 749-804.
    36. Dean R. Hyslop, 1999. "State Dependence, Serial Correlation and Heterogeneity in Intertemporal Labor Force Participation of Married Women," Econometrica, Econometric Society, vol. 67(6), pages 1255-1294, November.
    37. Jean‐Pierre Dubé & Günter J. Hitsch & Peter E. Rossi, 2010. "State dependence and alternative explanations for consumer inertia," RAND Journal of Economics, RAND Corporation, vol. 41(3), pages 417-445, September.
    38. Jongen, Egbert L. W. & Stoel, Maaike, 2019. "The Elasticity of Taxable Labour Income in the Netherlands," IZA Discussion Papers 12090, Institute of Labor Economics (IZA).
    39. Peter Haan & Daniel Kemptner & Arne Uhlendorff, 2015. "Bayesian procedures as a numerical tool for the estimation of an intertemporal discrete choice model," Empirical Economics, Springer, vol. 49(3), pages 1123-1141, November.
    40. Haan, Peter, 2010. "A Multi-state model of state dependence in labor supply: Intertemporal labor supply effects of a shift from joint to individual taxation," Labour Economics, Elsevier, vol. 17(2), pages 323-335, April.
    41. Henrik J. Kleven & Mazhar Waseem, 2013. "Using Notches to Uncover Optimization Frictions and Structural Elasticities: Theory and Evidence from Pakistan," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 669-723.
    42. Henrik Jacobsen Kleven & Esben Anton Schultz, 2014. "Estimating Taxable Income Responses Using Danish Tax Reforms," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 271-301, November.
    43. Heckman, James J, 1993. "What Has Been Learned about Labor Supply in the Past Twenty Years?," American Economic Review, American Economic Association, vol. 83(2), pages 116-121, May.
    44. Peter Haan & Arne Uhlendorff, 2013. "Intertemporal labor supply and involuntary unemployment," Empirical Economics, Springer, vol. 44(2), pages 661-683, April.
    45. P. B. Seetharaman, 2004. "Modeling Multiple Sources of State Dependence in Random Utility Models: A Distributed Lag Approach," Marketing Science, INFORMS, vol. 23(2), pages 263-271, April.
    46. 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.
    47. Christopher A. Pissarides, 1992. "Loss of Skill During Unemployment and the Persistence of Employment Shocks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(4), pages 1371-1391.
    48. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    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. Yechan Park & Yuya Sasaki, 2024. "The Informativeness of Combined Experimental and Observational Data under Dynamic Selection," Papers 2403.16177, arXiv.org.

    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. Zhiyang Jia & Trine E. Vattø, 2016. "The path of labor supply adjustment. Sources of lagged responses to tax-benefit reforms," Discussion Papers 854, Statistics Norway, Research Department.
    2. Michaël Sicsic, 2022. "Does labour income react more to income tax or means‐tested benefits reforms?," Fiscal Studies, John Wiley & Sons, vol. 43(3), pages 291-319, September.
    3. Carina Neisser, 2021. "The Elasticity of Taxable Income: A Meta-Regression Analysis [The top 1% in international and historical perspective]," The Economic Journal, Royal Economic Society, vol. 131(640), pages 3365-3391.
    4. Kosonen, Tuomas & Matikka, Tuomas, 2020. "Discrete Labor Supply: Empirical Evidence and Implications," Working Papers 132, VATT Institute for Economic Research.
    5. Thoresen, Thor O. & Vattø, Trine E., 2015. "Validation of the discrete choice labor supply model by methods of the new tax responsiveness literature," Labour Economics, Elsevier, vol. 37(C), pages 38-53.
    6. Mauro Mastrogiacomo & Nicole M. Bosch & Miriam D. A. C. Gielen & Egbert L. W. Jongen, 2017. "Heterogeneity in Labour Supply Responses: Evidence from a Major Tax Reform," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(5), pages 769-796, October.
    7. Kai-Uwe Müller & Michael Neumann & Katharina Wrohlich, 2018. "Labor Supply under Participation and Hours Constraints," Discussion Papers of DIW Berlin 1758, DIW Berlin, German Institute for Economic Research.
    8. Müller, Kai-Uwe & Neumann, Michael & Wrohlich, Katharina, 2018. "Labor Supply under Participation and Hours Constraints: An Extended Structural Model for Policy Evaluations," IZA Discussion Papers 12003, Institute of Labor Economics (IZA).
    9. Bart Capéau & André Decoster, 2016. "Getting tired of work, or re-tiring in absence of decent job opportunities? Some insights from an estimated random utility/random opportunity model on Belgian data," Working Papers of Department of Economics, Leuven 542044, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
    10. 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.
    11. Zhiyang Jia & Thor O. Thoresen & Trine E. Vattø & Thor Olav Thoresen, 2024. "Explaining the Declining Labor Supply Responsiveness of Married Women," CESifo Working Paper Series 11176, CESifo.
    12. Tuomas Kosonen & Tuomas Matikka, 2023. "Discrete Labor Supply: Quasi-Experimental Evidence and Implications," Working Papers 9, Finnish Centre of Excellence in Tax Systems Research.
    13. Löffler, Max & Peichl, Andreas & Siegloch, Sebastian, 2013. "Validating Structural Labor Supply Models," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79819, Verein für Socialpolitik / German Economic Association.
    14. Tim Callan & A. Van Soest & John R. Walsh, 2007. "Tax Structure and Female Labour Market Participation: Evidence from Ireland," Papers WP208, Economic and Social Research Institute (ESRI).
    15. Nazila Alinaghi & John Creedy & Norman Gemmell, 2023. "Do couples bunch more? Evidence from partnered and single taxpayers," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(4), pages 1137-1184, August.
    16. John K. Dagsvik & Zhiyang Jia & Tom Kornstad & Thor O. Thoresen, 2014. "Theoretical And Practical Arguments For Modeling Labor Supply As A Choice Among Latent Jobs," Journal of Economic Surveys, Wiley Blackwell, vol. 28(1), pages 134-151, February.
    17. Olivier Bargain & Kristian Orsini & Andreas Peichl, 2014. "Comparing Labor Supply Elasticities in Europe and the United States: New Results," Journal of Human Resources, University of Wisconsin Press, vol. 49(3), pages 723-838.
    18. Tazhitdinova, Alisa, 2020. "Do only tax incentives matter? Labor supply and demand responses to an unusually large and salient tax break," Journal of Public Economics, Elsevier, vol. 184(C).
    19. Victoria Prowse, 2012. "Modeling Employment Dynamics With State Dependence and Unobserved Heterogeneity," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(3), pages 411-431, April.
    20. Aronsson, Thomas & Jenderny, Katharina & Lanot, Gauthier, 2022. "The quality of the estimators of the ETI," Journal of Public Economics, Elsevier, vol. 212(C).

    More about this item

    Keywords

    Labor supply; Tax and transfer reforms; Gradual responses; State dependence; Microsimulation;
    All these keywords.

    JEL classification:

    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • H24 - Public Economics - - Taxation, Subsidies, and Revenue - - - Personal Income and Other Nonbusiness Taxes and Subsidies
    • H31 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Household
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply

    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:eee:labeco:v:71:y:2021:i:c:s0927537121000397. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/labeco .

    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.