Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Determinants of health system efficiency in middle-east countries-DEA and PLS-SEM model approach Subject The topic of the resource Behavioural framework; DEA model; Health outcomes; Malmquist TFP index; PLS-SEM model; Socioeconomic framework Description An account of the resource This study presented a radically different approach to efficiency evaluation based on the impact of the Socioeconomic and Behavioral health determinants framework on health outcomes for the countries of Middle-East region. The level of education, employment, and the percentage of the population living in the rural area constitutes the socioeconomic framework. The prevalence of tobacco smoking and alcohol consumption formed the behavioral framework. The model considers life expectancy at birth and mortality rate from non-communicable diseases as health outcomes. The econometric models of the PLS-SEM, the DEA, and the Malmquist TFP index are used to analyze the data. The DEA results highlight differences in the impact of socioeconomic and behavioral health determinants on health outcomes across the countries of the Middle-East region. Finally, evidence from the Malmquist TFP index shows an improvement in health production between the periods 20062017. Moreover, a substantial gap in efficiency is observed between economically prosperous countries and others who are less well-off. Furthermore, socioeconomic and behavioral frameworks positively impact life expectancy at birth. Similarly, the two frameworks have a negative impact on the mortality rate from chronic non-communicable diseases. A higher impact on health outcomes is observed in the socioeconomic as a behavioral framework in the model. The studys results have contributed to the policymakers, citizens, and the countrys government to compare the health system efficiencies across the middle-east region, which would help achieve the health outcome more efficiently. The Author(s) under exclusive licence to The Society for Reliability Engineering, Quality and Operations Management (SREQOM), India and The Division of Operation and Maintenance, Lulea University of Technology, Sweden 2023. Creator An entity primarily responsible for making the resource Singh S.; Kumar N.; Rawandale C.J.; Bala M.M.; Gupta A.K.; Kapur P.K. Source A related resource from which the described resource is derived International Journal of System Assurance Engineering and Management, Vol-15, No. 5, pp. 1815-1827. Publisher An entity responsible for making the resource available Springer Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/s13198-023-02159-w" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/s13198-023-02159-w</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85173030756&amp;doi=10.1007%2Fs13198-023-02159-w&amp;partnerID=40&amp;md5=3daff5d502a2f4de1b17b786d653ed90" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85173030756&amp;doi=10.1007%2fs13198-023-02159-w&amp;partnerID=40&amp;md5=3daff5d502a2f4de1b17b786d653ed90</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 9756809 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Singh S., Symbiosis Centre for Management Studies, Noida, Symbiosis International (Deemed University), Pune, 412115, India; Kumar N., School of Business and Management, CHRIST (Deemed to be University), Bangalore, 560029, India; Rawandale C.J., Symbiosis Law School, Noida, Symbiosis International (Deemed University), Pune, 412115, India; Bala M.M., Department of Economics, SRM University-AP, Amaravati, 522503, India; Gupta A.K., Amity International Business School, Amity University, U.P, Noida, 201313, India; Kapur P.K., Amity Centre for Interdisciplinary Research, Amity University, U.P, Noida, 201313, India