TY - JOUR
T1 - Efficiency in education: A review of literature and a way forward
AU - De Witte, Kristof
AU - López-Torres, Laura
PY - 2017/4/1
Y1 - 2017/4/1
N2 - © 2016 The Operational Research Society. This paper provides an extensive overview of the literature on efficiency in education. It summarizes the earlier applied inputs, outputs and contextual variables, as well as the used data sources of papers in the field of efficiency in education. Moreover, it reviews the papers on education that applied methodologies as data envelopment analysis, Malmquist index, Bootstrapping, robust frontiers, metafrontier or stochastic frontier analysis. Based on the insights of the literature review, a second part of the paper provides some ways forward. It attempts to establish a link between the parametric 'economics of education' literature and the (semi-parametric) 'efficiency in education literature'. We point to the similarities between matching and conditional efficiency; difference-in-differences and metafrontiers; and quantile regressions and partial frontiers. The paper concludes with some practical directions for prospective researchers in the field.
AB - © 2016 The Operational Research Society. This paper provides an extensive overview of the literature on efficiency in education. It summarizes the earlier applied inputs, outputs and contextual variables, as well as the used data sources of papers in the field of efficiency in education. Moreover, it reviews the papers on education that applied methodologies as data envelopment analysis, Malmquist index, Bootstrapping, robust frontiers, metafrontier or stochastic frontier analysis. Based on the insights of the literature review, a second part of the paper provides some ways forward. It attempts to establish a link between the parametric 'economics of education' literature and the (semi-parametric) 'efficiency in education literature'. We point to the similarities between matching and conditional efficiency; difference-in-differences and metafrontiers; and quantile regressions and partial frontiers. The paper concludes with some practical directions for prospective researchers in the field.
KW - education
KW - education economics
KW - efficiency
KW - operational research
KW - review
U2 - 10.1057/jors.2015.92
DO - 10.1057/jors.2015.92
M3 - Review article
SN - 0160-5682
VL - 68
SP - 339
EP - 363
JO - Journal of the Operational Research Society
JF - Journal of the Operational Research Society
IS - 4
ER -