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Application of six sigma and the system thinking approach in COVID-19 operation management: a case study of the victorian aged care response centre (VACRC) in Australia

Author

Listed:
  • Sandeep Jadhav

    (Government of Australia)

  • Ahmed Imran

    (University of Canberra)

  • Marjia Haque

    (University of Canberra)

Abstract

COVID-19 has posed many unique and critical challenges in various contexts and circumstances. This often led the stakeholders and decision-makers to depart from traditional thinking and the business-as-usual processes and to come up with innovative approaches to tackle various mission-critical situations within a short time frame. In this paper, a real-life case study of COVID-19 operation management following a multi-disciplinary, multi-stakeholder novel integrated approach in aged care facilities in Victoria, Australia, is presented which yielded significant and positive outcomes. The purpose of the intervention was to develop an integrated system performance approach through the application of various quality management tools and techniques to achieve organizational excellence at the aged care centers. The case involved the use of mathematical models along with statistical tools and techniques to address the specific problem scenario. A system-wide management plan was proposed, involving various agencies across several residential aged care facilities during the pandemic. A three-step methodological framework was developed, where Six Sigma, a system thinking approach, and a holistic metric were proposed to manage the value chain of the pandemic management system. The experimental result analyses showed significant improvement in the management process, suggesting the validity and potential of this holistic approach to stabilize the situation and subsequently set the conditions for operations excellence within the sectors. The model offers new insight into the existing body of knowledge and offers an efficient approach to achieving operational excellence in any organization or business regardless of its type, shape and complexity, which can help practitioners in managing complex, mission-critical situations like a pandemic.

Suggested Citation

  • Sandeep Jadhav & Ahmed Imran & Marjia Haque, 2023. "Application of six sigma and the system thinking approach in COVID-19 operation management: a case study of the victorian aged care response centre (VACRC) in Australia," Operations Management Research, Springer, vol. 16(1), pages 531-553, March.
    • Handle: RePEc:spr:opmare:v:16:y:2023:i:1:d:10.1007_s12063-022-00323-2
    DOI: 10.1007/s12063-022-00323-2
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    References listed on IDEAS

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    1. Shi Yin Chee, 2020. "COVID-19 Pandemic: The Lived Experiences of Older Adults in Aged Care Homes," Millennial Asia, , vol. 11(3), pages 299-317, December.
    2. Jiju Antony, 2012. "A SWOT analysis on Six Sigma: some perspectives from leading academics and practitioners," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 61(6), pages 691-698, July.
    3. Neeraj Yadav & Ravi Shankar & Surya Prakash Singh, 2021. "Hierarchy of Critical Success Factors (CSF) for Lean Six Sigma (LSS) in Quality 4.0," International Journal of Global Business and Competitiveness, Springer, vol. 16(1), pages 1-14, June.
    4. Charles R. Gowen III & Kathleen L. McFadden & Sriranjita Settaluri, 2012. "Contrasting continuous quality improvement, Six Sigma, and lean management for enhanced outcomes in US hospitals," American Journal of Business, Emerald Group Publishing, vol. 27(2), pages 113-153.
    5. Jiju Antony & Sandeep Gupta & Vijaya Sunder M. & E.V. Gijo, 2018. "Ten commandments of Lean Six Sigma: a practitioners’ perspective," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 67(6), pages 1033-1044, July.
    6. Jiju Antony, 2012. "A SWOT analysis on Six Sigma: some perspectives from leading academics and practitioners," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 61(6), pages 691-698, July.
    7. Charles R. Gowen & Kathleen L. McFadden & Sriranjita Settaluri, 2012. "Contrasting continuous quality improvement, Six Sigma, and lean management for enhanced outcomes in US hospitals," American Journal of Business, Emerald Group Publishing Limited, vol. 27(2), pages 133-153, October.
    8. Arianna Scala & Alfonso Maria Ponsiglione & Ilaria Loperto & Antonio Della Vecchia & Anna Borrelli & Giuseppe Russo & Maria Triassi & Giovanni Improta, 2021. "Lean Six Sigma Approach for Reducing Length of Hospital Stay for Patients with Femur Fracture in a University Hospital," IJERPH, MDPI, vol. 18(6), pages 1-13, March.
    9. Danny Samson & Matteo Kalchschmidt, 2019. "Looking forward in operations management research," Operations Management Research, Springer, vol. 12(1), pages 1-3, June.
    10. Thomas L. Saaty, 1994. "How to Make a Decision: The Analytic Hierarchy Process," Interfaces, INFORMS, vol. 24(6), pages 19-43, December.
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