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An Exponentially Distributed Stochastic Model for Sustainability Measurement of a Healthcare System

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  • Faramarz Khosravi

    (Department of Industrial Engineering, Eastern Mediterranean University, Famagusta 99628, Cyprus)

  • Gokhan Izbirak

    (Department of Industrial Engineering, Eastern Mediterranean University, Famagusta 99628, Cyprus)

  • Kehinde Adewale Adesina

    (Department of Food Engineering, Near East University, Nicosia 99138, Cyprus)

Abstract

As the global environment is getting more competitive, sustainability is increasingly becoming an important assessment tool. An exponential distribution stochastic model is developed for the purpose of assessing and measuring the sustainability of healthcare system. The aim of this study is to provide a sustainability measuring model that is driven by the actual distribution status of the sustainability indicators. In this paper, the notions of the “Triple Bottom Line” (TBL) are followed in deriving the sustainability challenge and capacity indicators for the environmental, social, and economic indicators. Since basic challenges and capacities depend on the modes of the organization, the study proposes an exponentially distributed stochastic model for measuring sustainability. A numerical illustration of Iranian healthcare is presented to demonstrate the efficiency of the proposed model. In the results obtained, sustainability index for environmental, economic, and social are 54.40%, 48.80%, and 66.80% respectively. It indicates the healthcare achieved some sustainability through the social aspect; therefore, improving the environmental and economic aspect of the TBL is necessary. The proposed model can be used as a panoramic tool for effective measurement of the sustainability level of any healthcare system.

Suggested Citation

  • Faramarz Khosravi & Gokhan Izbirak & Kehinde Adewale Adesina, 2019. "An Exponentially Distributed Stochastic Model for Sustainability Measurement of a Healthcare System," Sustainability, MDPI, vol. 11(5), pages 1-16, March.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:5:p:1285-:d:209999
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    1. Bohringer, Christoph & Jochem, Patrick E.P., 2007. "Measuring the immeasurable -- A survey of sustainability indices," Ecological Economics, Elsevier, vol. 63(1), pages 1-8, June.
    2. Peter Tsasis & Nirupama Agrawal & Natalie Guriel, 2019. "An Embedded Systems Perspective in Conceptualizing Canada’s Healthcare Sustainability," Sustainability, MDPI, vol. 11(2), pages 1-11, January.
    3. Dongwook Kim & Sungbum Kim, 2017. "Sustainable Supply Chain Based on News Articles and Sustainability Reports: Text Mining with Leximancer and DICTION," Sustainability, MDPI, vol. 9(6), pages 1-44, June.
    4. Pulselli, Federico Maria & Ciampalini, Francesca & Tiezzi, Enzo & Zappia, Carlo, 2006. "The index of sustainable economic welfare (ISEW) for a local authority: A case study in Italy," Ecological Economics, Elsevier, vol. 60(1), pages 271-281, November.
    5. Siche, J.R. & Agostinho, F. & Ortega, E. & Romeiro, A., 2008. "Sustainability of nations by indices: Comparative study between environmental sustainability index, ecological footprint and the emergy performance indices," Ecological Economics, Elsevier, vol. 66(4), pages 628-637, July.
    6. David I. Stern, 1997. "The Capital Theory Approach to Sustainability: A Critical Appraisal," Journal of Economic Issues, Taylor & Francis Journals, vol. 31(1), pages 145-174, March.
    7. Yang Chi & Congcong Yu & Xiaohui Qi & Hao Xu, 2018. "Knowledge Management in Healthcare Sustainability: A Smart Healthy Diet Assistant in Traditional Chinese Medicine Culture," Sustainability, MDPI, vol. 10(11), pages 1-21, November.
    8. Weihua Liu & Enze Bai & Liwei Liu & Wanying Wei, 2017. "A Framework of Sustainable Service Supply Chain Management: A Literature Review and Research Agenda," Sustainability, MDPI, vol. 9(3), pages 1-25, March.
    9. Wagner, Marcus, 2010. "The role of corporate sustainability performance for economic performance: A firm-level analysis of moderation effects," Ecological Economics, Elsevier, vol. 69(7), pages 1553-1560, May.
    10. Floridi, Matteo & Pagni, Simone & Falorni, Simone & Luzzati, Tommaso, 2011. "An exercise in composite indicators construction: Assessing the sustainability of Italian regions," Ecological Economics, Elsevier, vol. 70(8), pages 1440-1447, June.
    11. Robert U. Ayres & Jeroen C.J.M. van den Bergh & John M. Gowdy, 1998. "Viewpoint: Weak versus Strong Sustainability," Tinbergen Institute Discussion Papers 98-103/3, Tinbergen Institute.
    12. Letizia Lo Presti & Mario Testa & Vittoria Marino & Pierpaolo Singer, 2019. "Engagement in Healthcare Systems: Adopting Digital Tools for a Sustainable Approach," Sustainability, MDPI, vol. 11(1), pages 1-15, January.
    13. Kwok Tai Chui & Wadee Alhalabi & Sally Shuk Han Pang & Patricia Ordóñez de Pablos & Ryan Wen Liu & Mingbo Zhao, 2017. "Disease Diagnosis in Smart Healthcare: Innovation, Technologies and Applications," Sustainability, MDPI, vol. 9(12), pages 1-23, December.
    14. Distaso, Alba, 2007. "Well-being and/or quality of life in EU countries through a multidimensional index of sustainability," Ecological Economics, Elsevier, vol. 64(1), pages 163-180, October.
    15. Ekins, Paul & Simon, Sandrine & Deutsch, Lisa & Folke, Carl & De Groot, Rudolf, 2003. "A framework for the practical application of the concepts of critical natural capital and strong sustainability," Ecological Economics, Elsevier, vol. 44(2-3), pages 165-185, March.
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    1. Ali Alhaij & Bassem Jamoussi & Asad Abu-Rizaiza, 2023. "The Development of a Life-Cycle-Based Sustainability Index That Incorporates Patient-Centredness for Assessing and Reporting the Sustainability of Healthcare Buildings in Saudi Arabia," Sustainability, MDPI, vol. 15(7), pages 1-17, March.
    2. Khosravi, Faramarz & Izbirak, Gokhan & Shavarani, Seyed Mahdi, 2021. "Application of bootstrap re-sampling method in statistical measurement of sustainability," Socio-Economic Planning Sciences, Elsevier, vol. 75(C).
    3. Bassem Jamoussi & Asad Abu-Rizaiza & Ali AL-Haij, 2022. "Sustainable Building Standards, Codes and Certification Systems: The Status Quo and Future Directions in Saudi Arabia," Sustainability, MDPI, vol. 14(16), pages 1-24, August.

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