Determining the Factors that Influence the Effectiveness of the Health Sector in the OECD Countries

TURAN S. C., CENGİZ M. A.

Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, cilt.24, sa.5, ss.1094-1104, 2020 (Hakemli Dergi) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 24 Sayı: 5
  • Basım Tarihi: 2020
  • Doi Numarası: 10.16984/saufenbilder.714736
  • Dergi Adı: Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi
  • Derginin Tarandığı İndeksler: Academic Search Premier, Business Source Elite, Business Source Premier, Directory of Open Access Journals, TR DİZİN (ULAKBİM)
  • Sayfa Sayıları: ss.1094-1104
  • Ondokuz Mayıs Üniversitesi Adresli: Evet

Özet

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