A risk-adjusted CUSUM chart for monitoring multi-outcome surgeries: a case study in the kidney transplantation surgery

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Keivandarian Ali; EBRAHIMI ZADE AMIR; Shahabi Haghighi Seyed Hamdreza

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Journal Paper

Paper Information

Journal: PRODUCTION AND OPERATIONS MANAGEMENT Year:2020 | Volume:10 | Issue:2 (19) Page(s): 00-00

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Title

A risk-adjusted CUSUM chart for monitoring multi-outcome surgeries: a case study in the kidney transplantation surgery

Author(s)

Keivandarian Ali | EBRAHIMI ZADE AMIR | Shahabi Haghighi Seyed Hamdreza | Issue Writer Certificate

Keywords

Process monitoring

Healthcare

Risk-adjusted CUSUM

Multiple outcomes

Kidney transplantation surgery

Abstract

Risk Adjusted Cumulative Sum (CUSUM) control charts are powerful statistical tools for early detection making of process changes. Unlike other industries, Healthcare systems are of a wide range of variability and different levels of inputs. However, since variability in the output of Healthcare process may result from different factors including environmental factors, doctor’ s performance, or patient specifications; therefore, considering Multiple outcomes facilitates and increases precision of the process control. Accordingly, in this paper, Risk-adjusted CUSUM control chart with Multiple outcomes is applied to monitor Kidney transplantation surgery. It is assumed that transplantation surgery might result in full recovery of the patient, rejection of the organ, or aftersurgery complications. Finally, the annual report of kidney transplant surgery in the U. K has been used to monitor 1779 surgeries between 2010 and 2011, and the associated CUSUM control charts have been presented.

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APA: Copy

Keivandarian, Ali, EBRAHIMI ZADE, AMIR, & Shahabi Haghighi, Seyed Hamdreza. (2020). A risk-adjusted CUSUM chart for monitoring multi-outcome surgeries: a case study in the kidney transplantation surgery. PRODUCTION AND OPERATIONS MANAGEMENT, 10(2 (19) ), 00-00. SID. https://sid.ir/paper/776840/en

Vancouver: Copy

Keivandarian Ali, EBRAHIMI ZADE AMIR, Shahabi Haghighi Seyed Hamdreza. A risk-adjusted CUSUM chart for monitoring multi-outcome surgeries: a case study in the kidney transplantation surgery. PRODUCTION AND OPERATIONS MANAGEMENT[Internet]. 2020;10(2 (19) ):00-00. Available from: https://sid.ir/paper/776840/en

IEEE: Copy

Ali Keivandarian, AMIR EBRAHIMI ZADE, and Seyed Hamdreza Shahabi Haghighi, “A risk-adjusted CUSUM chart for monitoring multi-outcome surgeries: a case study in the kidney transplantation surgery,” PRODUCTION AND OPERATIONS MANAGEMENT, vol. 10, no. 2 (19) , pp. 00–00, 2020, [Online]. Available: https://sid.ir/paper/776840/en

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