Determining the Factors that Influence the Effectiveness of the Health Sector in the OECD Countries
Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol.24, no.5, pp.1094-1104, 2020 (TRDizin)
- Publication Type: Article / Article
- Volume: 24 Issue: 5
- Publication Date: 2020
- Doi Number: 10.16984/saufenbilder.714736
- Journal Name: Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi
- Journal Indexes: Academic Search Premier, Business Source Elite, Business Source Premier, Directory of Open Access Journals, TR DİZİN (ULAKBİM)
- Page Numbers: pp.1094-1104
- Ondokuz Mayıs University Affiliated: Yes
Abstract
The purpose of this study is to determine the factors that influence the effectiveness of the health sector by combining Stochastic Frontier Analysis (SFA), Generalized Linear Models (GLM) and Heuristic Algorithms methods. In accordance with this purpose, firstly, the health system efficiencies of 29 OECD countries are estimated by the SFA method. Within the scope of this study, it is also aimed to select the factors influencing the efficiency of the health systems in OECD countries by employing Heuristic Algorithm methods such as Artificial Bee Colony Algorithm, Genetic Algorithm, and Differential Evolution Algorithm. Furthermore, GLM’s such as Truncated, Normal, Gamma and Tweedie distributions are employed for comparisons.Keywords: Efficiency, Generalized linear models, Heuristic algorithms, SFA