Long-term labour market and economic consequences of school exclusions in England: Evidence from two counterfactual approaches

Joan E. Madia*, Ingrid Obsuth, Ian Thompson, Harry Daniels, Aja L. Murray

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract / Description of output

Background: Previous research suggests that school exclusion during childhood is a precursor to social exclusion in adulthood. Past literature on the consequences of school exclusion is, however, scarce and mainly focused on short-term outcomes such as educational attainment, delinquency, and mental health in early adolescence. Moreover, this evidence is based primarily on descriptive and correlational analysis, whereas robust causal evidence is required to best inform policy. 

Aims: We aimed to estimate the mid-to-long-term impact of school exclusion on labour market and economic outcomes. 

Sample: The sample included 6,632 young people who at the age of 25/26 in the year 2015 participated in the Next Steps survey of whom 86 were expelled from school and 711 were suspended between the ages of 13/14 and 16/17. 

Method: Using high quality existing longitudinal data, we utilized four approaches to evaluate the impact of school exclusion: logistic regression-adjustment models, propensity score matching, school fixed-effects analysis, and inverse propensity weighting. The latter two counterfactual approaches were used to estimate causal effects. 

Results: We found that school exclusion increased the risk of becoming NEET at the age of 19/20, and then remaining economically inactive at the age of 25/26, as well as experiencing higher unemployment risk and earning lower wages also at the age of 25/26. 

Conclusion: School exclusion has pervasive negative effects into adulthood. Policy interventions should focus on both prevention and mitigating its negative effects. Interventions aimed at re-integrating excluded individuals into education or vocational training could be key in reducing the risk of poor socio-economic outcomes and social exclusion.

Original languageEnglish
Pages (from-to)801-816
JournalBritish Journal of Educational Psychology
Issue number3
Early online date9 Feb 2022
Publication statusPublished - Sept 2022

Keywords / Materials (for Non-textual outputs)

  • inverse probability treatment weighting
  • NEET
  • propensity score analysis
  • school exclusion
  • unemployment


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