The use of Data Envelopment Analysis (DEA) in healthcare with a focus on hospitals

S Kohl, J Schoenfelder, A Fügener… - Health care management …, 2019 - Springer
The healthcare sector in general and hospitals in particular represent a main application
area for Data Envelopment Analysis (DEA). This paper reviews 262 papers of DEA …

[HTML][HTML] A survey and analysis of the first 40 years of scholarly literature in DEA: 1978–2016

A Emrouznejad, G Yang - Socio-economic planning sciences, 2018 - Elsevier
In recent years there has been an exponential growth in the number of publications related
to theory and applications of Data Envelopment Analysis (DEA). Charnes, Cooper, and …

[HTML][HTML] TEA-IS: A hybrid DEA-TOPSIS approach for assessing performance and synergy in Chinese health care

J Antunes, A Hadi-Vencheh, A Jamshidi, Y Tan… - Decision Support …, 2023 - Elsevier
This paper presents an assessment of the Chinese healthcare system in 31 provinces for a
10-year period in light of relevant physical and human resource variables. First, a novel TEA …

[HTML][HTML] DEA and machine learning for performance prediction

Z Zhang, Y ** a new integrated artificial immune system and fuzzy non-discretionary DEA approach
A Amirteimoori, M Zadmirzaei, F Hassanzadeh - Soft Computing, 2021 - Springer
As a useful performance evaluation and decision-making tool, data envelopment analysis
(DEA) has been proven to be an excellent data-oriented efficiency analysis method when …

Prediction of efficiency in Colombian higher education institutions with data envelopment analysis and neural networks

D Visbal-Cadavid, AM Mendoza, IQ Hoyos - Pesquisa Operacional, 2019 - SciELO Brasil
This paper shows the results of a research of the application of data envelopment analysis
(DEA) together with artificial neural networks (ANN) of higher education institutions in …

Classifying customer requirements using Kano model and Kano map: the case of hospital services

A Shahin, S Akasheh - International Journal of Productivity …, 2017 - inderscienceonline.com
The aim of this research is to investigate the application of the Kano model and Kano map in
classifying patients' requirements in Goldis Hospital of Shahinshahr as a public hospital. For …

Prediction of the efficiency in the water industry: An artificial neural network approach

M Molinos-Senante, A Maziotis - Process Safety and Environmental …, 2022 - Elsevier
The measurement of efficiency of water utilities has been traditionally carried out using
econometric methods or linear programming techniques. Alternatively, in this study a data …

The use of artifi cial neural networks (Ann) in forecasting housing prices in Ankara, Turkey

O Kitapci, Ö Tosun, MF Tuna, T Turk - Journal of Marketing and …, 2017 - ceeol.com
The purpose of this paper is to forecast housing prices in Ankara, Turkey using the artificial
neural networks (ANN) approach. The data set was collected from one of the biggest real …