University efficiency evaluation using data envelopment analysis: future research agenda

The evaluation of universities’ efficiency using data envelopment analysis is a robust research field, and many studies seek to improve the accuracy of the measures and the technique by incorporating new variables and expanding tests. In this study, we offer an integrative literature review aiming to describe the existing literature and synthesize individual research agendas into an integrated research agenda for the evaluation of university efficiency using DEA. Our study surveys publications on DEA from 2001 to 2023, considering 38 papers. This study confirms DEA as a robust methodology for evaluating university efficiency, highlighting the need for future research to integrate qualitative analyses, examine institutional goal alignment, and incorporate qualitative and environmental factors in the models. Such advancements would support evidence-based public policies and enable reliable, longitudinal assessments that inform decision-making in higher education management.

Authors

Institutions

Publication Details

Journal
Cogent Education
Published
2024-12-30
DOI
https://doi.org/10.1080/2331186x.2024.2445964
Citations
8
Primary Topic
Efficiency Analysis Using DEA
Type
article
Field-Weighted Citation Impact
3.92
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

University efficiency evaluation using data envelopment analysis: future research agenda

Juliana Pascualote Lemos de Almeida, Marina Figueiredo Moreira, Fábio Henrique dos Anjos, Paulo Henrique de Souza Bermejo et al.
8 citations
Cogent Education
Efficiency Analysis Using DEA
3.92
article

University efficiency evaluation using data envelopment analysis: future research agenda

Juliana Pascualote Lemos de Almeida, Marina Figueiredo Moreira, Fábio Henrique dos Anjos, Paulo Henrique de Souza Bermejo, David Nadler Prata, Waldecy Rodrigues
article en
8 citations

Abstract

The evaluation of universities’ efficiency using data envelopment analysis is a robust research field, and many studies seek to improve the accuracy of the measures and the technique by incorporating new variables and expanding tests. In this study, we offer an integrative literature review aiming to describe the existing literature and synthesize individual research agendas into an integrated research agenda for the evaluation of university efficiency using DEA. Our study surveys publications on DEA from 2001 to 2023, considering 38 papers. This study confirms DEA as a robust methodology for evaluating university efficiency, highlighting the need for future research to integrate qualitative analyses, examine institutional goal alignment, and incorporate qualitative and environmental factors in the models. Such advancements would support evidence-based public policies and enable reliable, longitudinal assessments that inform decision-making in higher education management.

Cogent EducationVol. 12(1)
Universidade Federal de Viçosa (BR), Universidade de Brasília (BR), Universidade Federal do Tocantins (BR)
Openalex Percentile: Top 6%
Efficiency Analysis Using DEA
3.92
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

University efficiency evaluation using data envelopment analysis: future research agenda — Juliana Pascualote Lemos de Almeida, Marina Figueiredo Moreira, et al. · Cogent Education (2024) | TGRS Research Map | TGRS