Equality of opportunity and the expansion of higher education in the UK

Published date01 December 2023
AuthorVincenzo Carrieri,Apostolos Davillas,Andrew M. Jones
Date01 December 2023
DOIhttp://doi.org/10.1111/roiw.12613
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Review of Income and Wealth
Series 69, Number 4, December 2023
DOI: 10.1111/roiw.12613
EQUALITY OF OPPORTUNITY AND THE EXPANSION OF HIGHER
EDUCATION IN THE UK
BY VINCENZO CARRIERI
Department of Law,Economics and Sociology, “Magna Graecia”
University of Catanzaro
APOSTOLOS DAVILLAS
Health Economics Group,Norwich Medical School, University of East Anglia
AND
ANDREW M. JONES
Department of Economics and Related Studies,University of York
Using nine waves of data from Understanding Society (UKHLS), we study the expansion of higher
education in the UK and its consequences for levels of and inequalities in income, physical and men-
tal health. University expansion was characterized by a large increase in the proportion of graduates,
with higher rates of graduation among individualsfrom more advantaged socioeconomic backgrounds.
Having controlled for birth cohort and lifecycle effects, there is evidence of signicant inequality of
opportunity (IOp) in the actual outcomes. However, comparing actual outcomes with counterfactual
projections, that freeze the likelihoodof university graduation and the joint distribution of graduation
and circumstances to the pre-1963levels, we do not detect an impact of the expansion of higher education
on IOp in income and only small reductions in IOp in physicaland mental health.
JEL Codes: C1, D63, I12, I14
Keywords:equality of opportunity, higher education, entropy balancing, high dimensional xed effects,
health, income
1. INTRODUCTION
Equality of opportunity (EOp) is an equity concept that inspires many pub-
lic policies in contemporary Western societies such as the United States, some-
times known as the land of opportunity, the European Union, where the concept is
implicitly included in the European Pillar of Social Rights,and in the United King-
dom (UK) Equality Act of 2010. It reects a meritocratic ethic, with educational
Note: Understanding Society is an initiative funded by the Economic and Social ResearchCouncil
and various Government Departments, with scientic leadership by the Institute for Social and Eco-
nomic Research,University of Essex, and survey delivery by NatCen Social Researchand Kantar Public.
The research data are distributed by the UK Data Service. The funders, data creators and UK Data
Service have no responsibilityfor the contents of this paper.
*Correspondence to: Andrew M. Jones,Department of Economics and Related Studies,University
of York,Heslington, UK (andrew.jones@york.ac.uk).
© 2022 International Association forResearch in Income and Wealth.
861
Review of Income and Wealth, Series 69, Number 4, December 2023
achievement often seen as an important pathwaythrough which opportunities may
be translated into individual attainments such as income and health, mediated by
individual effort. In this context, access to university education may therefore be
a key part of achieving EOp (e.g., Jones, 2019). The expansion of participation
in higher education over recent decades is of particular relevance because it may
have inuenced the well-being of current generations and also because it is likely
to affect the set of parental circumstances that future generations will experience
during childhood and, consequently, their future well-being (e.g., Greenaway and
Haynes, 2003; Blanden and Machin, 2004; Machin and Vignoles, 2004;Chowdry
et al., 2013; Crawford et al., 2016). While the expansion of higher education has
typically generated benecial effectsamong all social classes and increased access to
higher education (Shavit and Blossfeld, 1993), it is not clear whetherthis increased
access resulted in changes in inequality in well-being. This paper focuses on the
long-term expansion of participation in university education in the UK that has
occurred since the landmark Robbins Report in 1963 and analyses its consequences
for levels of inequality of opportunity (IOp) in income and physical and mental
health.
Our aim is to explore the consequences of the expansion of higher education
for outcomes later in life. We focus on two dimensions of well-being, that have
both been used as outcomes in the literature on inequality of opportunity, namely
income and individual health, with measures that capture not just physical health
but also mental well-being especially as manyof the existing studies do not differen-
tiate between mental and physical health or focus on physical health (e.g., Trannoy
et al., 2010; Jusot et al., 2013; Li Donni et al., 2014; Carrieri and Jones, 2018;Car-
rieri et al., 2020; Davillas and Jones, 2020). Regarding income we mainly focus
on the seminal work on the measurement of IOp (Ferreira and Gignoux, 2011),
which employs equivalized household income measures as a measure of the overall
advantage/disadvantage at the household level; however, we have also implemented
further analysis using individuals own income.
In terms of the inequity literature, the paper contributes to understanding the
determinants of observed levels of IOp in specic well-being measures, particularly
focusing on the long-term expansion of participation in university education in
the UK. Among others, the IOp literature includes analysis of income inequality
(see Ferreira and Peragine, 2015 for a review), educational attainment relevant
to secondary or tertiary education (e.g., Ferreira and Gignoux, 2014; Palmisano
et al., 2022) and health (e.g., Rosa Dias, 2009,2010; Trannoy et al., 2010; Jusot
et al., 2013; Li Donni et al., 2014; Carrieri and Jones, 2018; Brunori et al., 2020;
Carrieri et al., 2020; Davillas and Jones, 2020). However, a few studies aim to esti-
mate IOp in a set of different well-being measures (such as income, life-satisfaction
and multidimensional welfare measures) within the same study (Mahler and
Ramos, 2019). Despite differences in the methodological approach used, all these
studies offer a normative assessment of the distribution of the outcomes of interest
according to the EOp framework. Their ultimate scope is to identify, on the basis
of a given set of opportunities, inequality that is attributable to circumstances for
which individuals should not be held responsible.
While these studies advance our understanding of the fairness (or unfairness)
of modern societies, they mostly provide a static analysis of IOp in attainments that
© 2022 International Association forResearch in Income and Wealth.
862

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