2020Oxford Economic PapersOpen access

The effect of college acquisitions and mergers on student dropout behaviour: evidence from the UK

Rossella Iraci Capuccinello, Steve Bradley

Open full text 2 citations

Abstract

Abstract We investigate the effect of college acquisitions on the probability of students dropping out of college. Using administrative data for the further education (FE) sector, which covers multiple cohorts, we estimate matching models and combine them with difference-in-differences methods to remove the effects of unobserved student and college heterogeneity. Overall our findings show that acquisitions reduce the probability of dropout by 0.01 percentage points, but this varies in magnitude and direction over time. In general, positive effects of acquisitions on drop out behaviour tend to be small (e.g. 0.001 for acquisitions in 2004) and dissipate over time, whereas negative effects persist and tend to increase in magnitude over time (e.g. −0.05 one year later and −0.07 two years later). We discuss the implications for policy and practice in the sector, as well as suggesting a need for similar analyses in other education sectors, such as primary and secondary schooling.

Open-access reader

About this research paper

What this paper is about

Abstract We investigate the effect of college acquisitions on the probability of students dropping out of college. Using administrative data for the further education (FE) sector, which covers multiple cohorts, we estimate matching models and combine them with difference-in-differences methods to remove the effects of unobserved student and college heterogeneity. Overall our findings show that acquisitions reduce the probability of dropout by 0.01 percentage points, but this varies in magnitude and direction over time. In general, positive effects of acquisitions on drop out behaviour tend to be small (e.g. 0.001 for acquisitions in 2004) and dissipate over time, whereas negative effects persist and tend to increase in magnitude over time (e.g. −0.05 one year later and −0.07 two years later). We discuss the implications for policy and practice in the sector, as well as suggesting a need for similar analyses in other education sectors, such as primary and secondary schooling.

Why it matters

OpenAlex reports 2 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Abstract We investigate the effect of college acquisitions on the probability of students dropping out of college. Using administrative data for the further education (FE) sector, which covers multiple cohorts, we estimate matching models and combine them with difference-in-differences methods to remove the effects of unobserved student and college heterogeneity. Overall our findings show that acquisitions reduce the probability of dropout by 0.01 percentage points, but this varies in magnitude and direction over time. In general, positive effects of acquisitions on drop out behaviour tend to be small (e.g. 0.001 for acquisitions in 2004) and dissipate over time, whereas negative effects persist and tend to increase in magnitude over time (e.g. −0.05 one year later and −0.07 two years later). We discuss the implications for policy and practice in the sector, as well as suggesting a need for similar analyses in other education sectors, such as primary and secondary schooling.

Key concepts: Dropout (neural networks), Mergers and acquisitions, Drop out, Demographic economics, Matching (statistics), Economics, Econometrics, Psychology

Related papers

Back to paper searchBrowse research topicsOriginal source
The effect of college acquisitions and mergers on student dropout behaviour: evidence from the UK — Research Paper | ScholarLens