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COMPARISON OF THE HEALTH SYSTEM PERFORMANCES OF OECD COUNTRIES WITH DATA ENVELOPMENT ANALYSIS

Year 2025, Issue: 50, 675 - 702, 31.08.2025
https://doi.org/10.14520/adyusbd.1542113

Abstract

Health systems are structures that bring together the services provided to meet the health needs of individuals in society. Their main objectives are to improve public health, ensure access to health services and protect against financial risks. However, although it is observed that health expenditures are increasing worldwide, the increase in resources allocated to health systems remains limited. This limited increase necessitates the efficient and effective use of resources in the health sector. At this point, health system performance studies are needed. Such studies can guide the correct allocation of resources. On the other hand, it is of great importance to reveal Turkey's situation when compared to countries with similar sociodemographic characteristics. Therefore, within the scope of this study, the efficiency of the health systems of OECD countries with similar levels of development and policy objectives was measured by Data Envelopment Analysis (DEA) and Turkey’s efficiency levels were analyzed comparatively with other OECD countries. As a result of the analysis, it was found that the health systems of some countries with relatively lower socioeconomic levels, especially Turkey, are much more efficient. The results of the study are expected to provide evidence-based information on the proper use of resources for policy makers and sector stakeholders.

References

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VERİ ZARFLAMA ANALİZİ İLE OECD ÜLKELERİNİN SAĞLIK SİSTEMLERİ PERFORMANSLARININ KARŞILAŞTIRILMASI

Year 2025, Issue: 50, 675 - 702, 31.08.2025
https://doi.org/10.14520/adyusbd.1542113

Abstract

Sağlık sistemleri, toplumdaki bireylerin sağlık ihtiyaçlarını karşılamak için sunulan hizmetlerin bir araya getirildiği yapılardır. Temel amaçları, toplum sağlığını geliştirmek, sağlık hizmetlerine erişimi sağlamak ve finansal risklere karşı koruma sağlamaktır. Ancak dünya genelinde sağlık harcamalarının arttığı gözlemlense de sağlık sistemlerine tahsis edilen kaynaklardaki artışın sınırlı kaldığı görülmektedir. Bu sınırlı artış ise sağlık sektöründeki kaynakların verimli ve etkili kullanımını zorunlu kılmaktadır. Bu noktada ise sağlık sistem performansı çalışmalarına ihtiyaç duyulmaktadır. Bu türden çalışmalar kaynakların doğru şekilde dağıtılmasına rehberlik edebilir. Öte yandan benzer sosyodemografik özelliklere sahip ülkeler ile kıyaslandığında Türkiye’nin durumunu ortaya koymak büyük önem arz etmektedir. Bu nedenle de bu çalışma kapsamında benzer gelişmişlik düzeyine ve politik hedeflere sahip OECD ülkelerinin sağlık sistemlerinin verimliliği Veri Zarflama Analizi (VZA) ile ölçülmüş ve Türkiye’nin diğer OECD ülkeleri ile etkinlik düzeyleri karşılaştırmalı olarak analiz edilmiştir. Analiz sonucunda ise Türkiye başta olmak üzere sosyoekonomik düzeyi görece daha düşük bazı ülkelerin sağlık sistemlerinin çok daha etkin olduğu tespit edilmiştir. Çalışma sonuçlarının politika yapıcılar ve sektör paydaşları için kaynakların doğru kullanımına ilişkin kanıta dayalı bilgiler sunacağı düşünülmektedir.

References

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  • Banker, R. D., Charnes, A. ve Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science, 30(9), 1078-1092. Erişim adresi: http://www.jstor.org/stable/2631725
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  • Boz, C. ve Önder, E. (2017). OECD ülkelerinin sağlık sistemi performanslarının değerlendirilmesi. Sosyal Güvence, (11), 24-61. doi:10.21441/sguz.2017.54
  • Canadian Institute for Health Information. (2012). Developing a model for measuring the efficiency of the health system in Canada. Ottawa, Ontario: Canadian Institute for Health Information. Erişim adresi: https://secure.cihi.ca/free_products/HS_Efficiency_Tech_Report_EN-web.pdf
  • Cantor, V. J. M. ve Poh, K. L. (2017). Integrated analysis of healthcare efficiency: A systematic review. Journal of Medical Systems, 42(1), 8. doi:10.1007/s10916-017-0848-7
  • Chai, P., Zhang, Y., Zhou, M., Liu, S. ve Kinfu, Y. (2019). Technical and scale efficiency of provincial health systems in China: A bootstrapping data envelopment analysis. BMJ Open, 9(8), e027539. doi:10.1136/bmjopen-2018-027539
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  • Cook, W. D. ve Seiford, L. M. (2009). Data envelopment analysis (DEA)–Thirty years on. European Journal of Operational Research, 192(1), 1-17. doi: 10.1016/j.ejor.2008.01.032
  • Cooper, W. W., Seiford, L. M. ve Zhu, J. (2004). Data envelopment analysis: History, models and interpretations. W. W. Cooper, L. M. Seiford ve J. Zhu (Ed.), International Series in Operations Research & Management Science: C. 71. Handbook on Data Envelopment Analysis (s. 1-39) içinde, Boston, Massachusetts: Springer US. doi:10.1007/1-4020-7798-X_1
  • Çetin, V. R. ve Bahçe, S. (2016). Measuring the efficiency of health systems of OECD countries by data envelopment analysis. Applied Economics, 48(37), 3497-3507. doi:10.1080/00036846.2016.1139682
  • Değirmenci, N. (2021). Evaluation of health efficiency of OECD countries with data envelopment and inverse data envelopment analyses. Uluslararası İktisadi ve İdari İncelemeler Dergisi, (30), 171-182. doi:10.18092/ulikidince.786089
  • Demir, A. ve Bakırcı, F. (2014). OECD üyesi ülkelerin ekonomik etkinliklerinin veri zarflama analiziyle ölçümü. Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, 28(2), 109-132. Erişim adresi: https://dergipark.org.tr/tr/pub/atauniiibd/issue/2713/35997
  • Durur, F., Günaltay, M. M. ve Işıkçelik, F. (2022). Sağlık hizmet bölgelerinin performansının veri zarflama analizi ile değerlendirilmesi. Verimlilik Dergisi, (2), 165-182. doi: 10.51551/verimlilik.900142
  • Ekiz Bozdemir, M. K., Avcı, S. ve Aladağ, Z. (2023). Assessment of the Turkish health transformation program with data envelopment analysis. IEEE Transactions on Engineering Management, 70(8), 2800-2808. doi:10.1109/TEM.2021.3106581
  • Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society: Series A (General), 120(3), 253-281. doi:10.2307/2343100
  • Gün, İ., Yilmaz, F. ve Şenel, İ. K. (2021). Efficiency analysis of health systems in World Bank countries. Archives of Health Science and Research (Online), 8(2), 147-152. doi:10.5152/ArcHealthSciRes.2021.20049
  • Güven, E. (2021). Sağlık Yönetiminde Hasta Memnuniyeti: Bir Devlet Hastanesi Örneği. OPUS International Journal of Society Researches, 17(37), 4873-4893. https://doi.org/10.26466/opus.872579
  • Hadad, S., Hadad, Y. ve Simon-Tuval, T. (2013). Determinants of healthcare system’s efficiency in OECD countries. The European Journal of Health Economics, 14(2), 253-265. doi:10.1007/s10198-011-0366-3
  • Hollingsworth, B. (2003). Non-parametric and parametric applications measuring efficiency in health care. Health Care Management Science, 6, 203-218. doi:10.1023/A:1026255523228
  • Hollingsworth, B. (2008). The measurement of efficiency and productivity of health care delivery. Health Economics, 17(10), 1107-1128. doi:10.1002/hec.1391
  • Hollingsworth, B., Dawson, P. J. ve Maniadakis, N. (1999). Efficiency measurement of health care: A review of non‐parametric methods and applications. Health Care Management Science, 2(3), 161-172. doi:10.1023/A:1019087828488
  • İlgün, G., ve Konca, M. (2019). Assessment of efficiency levels of training and research hospitals in Turkey and the factors affecting their efficiencies. Health Policy and Technology, 8(4), 343-348. doi. https://doi.org/10.1016/j.hlpt.2019.08.008
  • Jacobs, R., Smith, P. C. ve Street, A. (2006). Measuring efficiency in health care: analytic techniques and health policy. Cambridge: Cambridge University Press. doi:10.1017/CBO9780511617492
  • Kaya Samut, P. ve Cafrı, R. (2016). Analysis of the efficiency determinants of health systems in OECD countries by DEA and panel tobit. Social Indicators Research, 129(1), 113-132. doi:10.1007/s11205-015-1094-3
  • Kocaman, A. M., Mutlu, M. E., Bayraktar, D. ve Araz, Ö. M. (2012). OECD ülkelerinin sağlık sistemlerinin etkinlik analizi. Endüstri Mühendisliği Dergisi, 23(4), 14-31. Erişim adresi: https://search.trdizin.gov.tr/tr/yayin/detay/151319/oecd-ulkelerinin-saglik-sistemlerinin-etkinlik-analizi
  • Kohl, S., Schoenfelder, J., Fügener, A. ve Brunner, J. O. (2019). The use of data envelopment analysis (DEA) in healthcare with a focus on hospitals. Health Care Management Science, 22(2), 245-286. doi:10.1007/s10729-018-9436-8
  • Lampe, H. W. ve Hilgers, D. (2015). Trajectories of efficiency measurement: A bibliometric analysis of DEA and SFA. European Journal of Operational Research, 240(1), 1-21. doi:10.1016/j.ejor.2014.04.041
  • Liu, J. S., Lu, L. Y. Y., Lu, W.-M. ve Lin, B. J. Y. (2013). A survey of DEA applications. Omega, 41(5), 893-902. doi:10.1016/j.omega.2012.11.004
  • Mardani, A., Zavadskas, E. K., Streimikiene, D., Jusoh, A. ve Khoshnoudi, M. (2017). A comprehensive review of data envelopment analysis (DEA) approach in energy efficiency. Renewable and Sustainable Energy Reviews, 70, 1298-1322. doi:10.1016/j.rser.2016.12.030
  • Mbau, R., Musiega, A., Nyawira, L., Tsofa, B., Mulwa, A., Molyneux, S., … Barasa, E. (2023). Analysing the efficiency of health systems: A systematic review of the literature. Applied Health Economics and Health Policy, 21(2), 205-224. doi:10.1007/s40258-022-00785-2
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There are 52 citations in total.

Details

Primary Language Turkish
Subjects Social Policy (Other)
Journal Section Articles
Authors

Merve Kovanci 0009-0007-7315-9521

Şeyma Yol 0000-0002-7123-2162

Meryem Mine Karaca 0009-0001-5031-4310

İsmail Şimşir 0000-0001-7460-9634

Publication Date August 31, 2025
Submission Date September 2, 2024
Acceptance Date August 19, 2025
Published in Issue Year 2025 Issue: 50

Cite

APA Kovanci, M., Yol, Ş., Karaca, M. M., Şimşir, İ. (2025). VERİ ZARFLAMA ANALİZİ İLE OECD ÜLKELERİNİN SAĞLIK SİSTEMLERİ PERFORMANSLARININ KARŞILAŞTIRILMASI. Adıyaman Üniversitesi Sosyal Bilimler Enstitüsü Dergisi(50), 675-702. https://doi.org/10.14520/adyusbd.1542113