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A DEA evaluation of the successful implementation of HEALTH2020 policies

Author

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  • Maragos, Elias K.
  • Maravelakis, Petros E.
  • Linardis, Apostolos I.

Abstract

Health2020 is a promising framework of policies provided by World Health Organization (WHO) aiming to diminish the health and well-being inequalities among the citizens of countries. European Union (EU) and its member-states participate to this ambitious framework. The deterioration of major demographic, social and environmental factors, in addition to the escalation of the economic crisis prevent the successful and, without restrictions, implementation of this framework. Under such conditions, there is a strong need for all the EU member-states to utilize their health and economical resources efficiently and wisely. In order to provide a unified and value-based approach of the Heath2020 framework, we take advantage of the Data Envelopment Analysis (DEA) and Dynamic DEA methods to evaluate the impact of the Health2020 policies. This approach pinpoints the countries that can be characterized as outperformers and the lagged ones. We adopt several versions of evaluation, in relation to the regional targets of Health2020, measuring both the effectiveness and the efficiency of EU countries from 2011 to 2016. We, also, examine the stability of the technological frontier of the countries using dynamic DEA. Our results showed the existence of major dividend lines between the outperformers and the other countries. The results also reveal a stability in technological changes indicating, probably, the slow development in this sector at the field of Health.

Suggested Citation

  • Maragos, Elias K. & Maravelakis, Petros E. & Linardis, Apostolos I., 2021. "A DEA evaluation of the successful implementation of HEALTH2020 policies," Socio-Economic Planning Sciences, Elsevier, vol. 76(C).
  • Handle: RePEc:eee:soceps:v:76:y:2021:i:c:s0038012120308053
    DOI: 10.1016/j.seps.2020.100968
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    References listed on IDEAS

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    1. Banker, Rajiv D. & Thrall, R. M., 1992. "Estimation of returns to scale using data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 62(1), pages 74-84, October.
    2. Drake, L & Howcroft, B, 1994. "Relative efficiency in the branch network of a UK bank: An empirical study," Omega, Elsevier, vol. 22(1), pages 83-90, January.
    3. Per Andersen & Niels Christian Petersen, 1993. "A Procedure for Ranking Efficient Units in Data Envelopment Analysis," Management Science, INFORMS, vol. 39(10), pages 1261-1264, October.
    4. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    5. Halkos, George & Petrou, Kleoniki Natalia, 2019. "Treating undesirable outputs in DEA: A critical review," Economic Analysis and Policy, Elsevier, vol. 62(C), pages 97-104.
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