- Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi
- Cilt: 29 Sayı: 5
- Efficiency analysis of OECD countries during COVID-19 pandemic using multi-stage DEA
Efficiency analysis of OECD countries during COVID-19 pandemic using multi-stage DEA
Authors : Şeyma Meltem Kidak, Rifat Aykut Arapoğlu, Ezgi Aktar Demirtaş
Pages : 426-439
View : 60 | Download : 62
Publication Date : 2023-10-31
Article Type : Research
Abstract :The aim of this study is to compare the efficiencies of 36 OECD countries in the fight against the COVID 19 pandemic. A three-stage Data Envelopment Analysis (DEA) is proposed. While the first stage analyzes the pre-covid situation, the contagion control and medical treatment stages evaluate the current COVID status of the countries. In the threestage model, 8 input, 3 intermediate and 3 output variables are used. Efficiency analysis was carried out using output-oriented and constant return to scale CCR model and variable return to scale BCC models. First of all, efficiency analysis was performed for all countries at each stage. Target values have been calculated for countries that are not on the efficient frontier. Considering the target values and percentage changes, suggestions were made for countries to reach the efficient frontier. It has been observed that Turkey is efficient in the pre-Covid and medical treatment stages, but inefficient in the contagion control. Suggestions have been made by comparing the countries that are in the reference position for Turkey in the contagion control stage. Afterwards, with a study that can be described as a sensitivity analysis, overall efficiency scores were calculated for each country by giving different weights to the stages. No multi-stage DEA study has been found that calculates overall efficiency scores and deals with the pre-Covid and Covid pandemic period together.Keywords : Çok aşamalı VZA, COVID-19 pandemisi, OECD ülkeleri, Etkinlik ölçümü