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Is It Time to Let go of the Past? Effect of Clean Slate Regulation on Employment and Earnings

Author

Listed:
  • Kabir Dasgupta

    (NZ Work Research Institute, Faculty of Business, Economics and Law at AUT University)

  • Keshar Ghimire

    (Business and Economics Department, University of Cincinnati, Blue Ash College, Ohio)

  • Alexander Plum

    (NZ Work Research Institute, Faculty of Business, Economics and Law at AUT University)

Abstract

We focus on New Zealand’s clean slate legislation to analyze whether automatic concealment of criminal records improves ex-offenders’ labor market outcomes. Based on the legislation’s eligibility requirements, we utilize detailed court charges information to identify comparable groups of ex-convicts who are subsequently linked to a population-wide tax register that documents monthly employment information. We use a difference indifferences framework to compare clean slate-eligible individuals to former convicts who are approaching eligibility. Our analysis reveals that the clean slate scheme has no statistically relevant impact on employment propensity. However, we find a significant 2-2.5% increase in monthly wages during the post-implementation period.

Suggested Citation

  • Kabir Dasgupta & Keshar Ghimire & Alexander Plum, 2021. "Is It Time to Let go of the Past? Effect of Clean Slate Regulation on Employment and Earnings," Working Papers 2021-06, Auckland University of Technology, Department of Economics.
  • Handle: RePEc:aut:wpaper:202106
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    References listed on IDEAS

    as
    1. Jenkins, Stephen P., 2011. "Changing Fortunes: Income Mobility and Poverty Dynamics in Britain," OUP Catalogue, Oxford University Press, number 9780199226436.
    2. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    3. Jennifer L. Doleac & Benjamin Hansen, 2016. "Does “Ban the Box” Help or Hurt Low-Skilled Workers? Statistical Discrimination and Employment Outcomes When Criminal Histories are Hidden," NBER Working Papers 22469, National Bureau of Economic Research, Inc.
    4. Grogger, Jeff, 1992. "Arrests, Persistent Youth Joblessness, and Black/White Employment Differentials," The Review of Economics and Statistics, MIT Press, vol. 74(1), pages 100-106, February.
    5. Thomas Søbirk Petersen, 2016. "Some Ethical Considerations on the use of Criminal Records in the Labor Market: in Defense of a New Practice," Journal of Business Ethics, Springer, vol. 139(3), pages 443-453, December.
    6. Amanda Agan & Sonja Starr, 2018. "Ban the Box, Criminal Records, and Racial Discrimination: A Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 191-235.
    7. Terry‐Ann Craigie, 2020. "Ban The Box, Convictions, And Public Employment," Economic Inquiry, Western Economic Association International, vol. 58(1), pages 425-445, January.
    8. Mocetti Sauro, 2007. "Intergenerational Earnings Mobility in Italy," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(2), pages 1-25, December.
    9. Jennifer L. Doleac & Benjamin Hansen, 2020. "The Unintended Consequences of “Ban the Box”: Statistical Discrimination and Employment Outcomes When Criminal Histories Are Hidden," Journal of Labor Economics, University of Chicago Press, vol. 38(2), pages 321-374.
    10. Jennifer Doleac & Benjamin Hansen, 2016. "Does “Ban the Box†Help or Hurt Low-Skilled Workers? Statistical Discrimination and Employment Outcomes when Criminal Histories are Hidden," Working Papers id:11170, eSocialSciences.
    11. Robert A. Moffitt & Peter Gottschalk, 2012. "Trends in the Transitory Variance of Male Earnings: Methods and Evidence," Journal of Human Resources, University of Wisconsin Press, vol. 47(1), pages 204-236.
    12. Daniel S. Hamermesh & Stephen J. Trejo, 2000. "The Demand for Hours of Labor: Direct Evidence from California," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 38-47, February.
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    More about this item

    Keywords

    Clean Slate; Court Charges data; Monthly Tax Records; Conviction; Employment; Earnings; Difference-in-Differences; Tripledifference;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • J08 - Labor and Demographic Economics - - General - - - Labor Economics Policies
    • K14 - Law and Economics - - Basic Areas of Law - - - Criminal Law

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