Human development and data envelopment analysis: A structured literature review

EB Mariano, VA Sobreiro, DA do Nascimento Rebelatto - Omega, 2015 - Elsevier
Given the importance the concept of productive efficiency has on analyzing the human
development process, which is complex and multidimensional, this study conducts a …

[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 …

Competitiveness, economic growth and human development in Latin American and Caribbean countries 2006-2015: a performance and correlation analysis

GE Reyes, AJ Useche - Competitiveness Review: An International …, 2019 - emerald.com
Purpose The purpose of this paper is to analyze the performance and the relationship
between competitiveness, real gross domestic product (GDP) growth and human …

Two-stage production modeling of large US banks: A DEA-neural network approach

HB Kwon, J Lee - Expert Systems with Applications, 2015 - Elsevier
The purpose of this paper is to explore an innovative performance model for a two-stage
sequential production process by combining data envelopment analysis (DEA) and back …

Exploring the impact of global competitiveness pillars on sustainable development

A Qazi - Environmental Impact Assessment Review, 2024 - Elsevier
Global competitiveness refers to a nation's ability to boost its economic growth and
advancement. The Global Competitiveness Index (GCI), introduced by the World Economic …

The impact of tax reforms on human development index: Literature review approach

J Shettigar, P Misra, PK Sanyal… - International Journal of …, 2024 - Wiley Online Library
Human development is an important variable in entrepreneurial activities at all levels both
nationally and internationally. In any country, the meaning of human development, which is …

Exploring the predictive potential of artificial neural networks in conjunction with DEA in railroad performance modeling

HB Kwon - International Journal of Production Economics, 2017 - Elsevier
This paper is an investigation into the feasibility of using artificial neural networks (ANN) in
conjunction with data envelopment analysis (DEA) for performance measurement and …

Road safety risk evaluation using gis-based data envelopment analysis—Artificial neural networks approach

SAR Shah, T Brijs, N Ahmad, A Pirdavani, Y Shen… - Applied Sciences, 2017 - mdpi.com
Identification of the most significant factors for evaluating road risk level is an important
question in road safety research, predominantly for decision-making processes. However …

Artificial intelligence divulges effective tactics of top management institutes of India

S Kumar - Benchmarking: An International Journal, 2019 - emerald.com
Purpose The performance analysis of top 50 management institutions of India is conducted
to understand their efficiency in utilizing available resources. The importance of different …

Best performance modeling using complementary DEA-ANN approach: Application to Japanese electronics manufacturing firms

HB Kwon, J Lee, JJ Roh - Benchmarking: An International Journal, 2016 - emerald.com
Purpose–The purpose of this paper is to design an innovative performance modeling system
by jointly using data envelopment analysis (DEA) and artificial neural network (ANN). The …