Research Article
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Evaluation of operation and death statistics at surgical procedures by using attribute control charts

Year 2017, Volume: 34 Issue: 2, 111 - 116, 08.09.2017

Abstract

Statistical Process Control (SPC) is a technique that enables the quality controller

to monitor, analyze, predict, control, and improve a production process

through control charts. So to use of SPC in medical field is very important.

The cases were obtained at the Ondokuz Mayis University Faculty of medicine

departments of surgical sciences within two year were evaluated. The outcomes

of the operations in these departments were followed throughout twenty-four

months. For a surgical procedure has two possible outcomes; a nonconforming

product (the patient dies) or a conforming one (the patient survives), the

both the death and the alive were accepted as attribute data. The four type of

attribute charts were applied to this data. These were p-chart, np-chart, c-chart

and u-chart. If the statistical process was an “in-control” or not was tried to

determine by the attribute charts. As a result of the statistical processes of these

departments were evaluated, this provided easily be viewed the pattern of process.

The aim of this research is to use the attribute control charts in medical

field (especially hospital performance evaluation) and to show availability of

the attribute control charts in medical field.



References

  • Chandra, M.J., 2001. Process control. In: Statistical quality control, CRC Press, U.S.A., pp. 169-207. Ishikawa, K., 1986. Control charts II. In: Guide to quality control, Asian productivity organization, Tokyo, pp. 70-86. Kume, H., 1992. Control charts. In: Statistical methods for quality improvement, 10th ed., 3A Corporation, Tokyo, pp. 91-143. Lenz, H.C., Wilrich, T.H., 2006. Control charts. In: Frontiers in statistical quality control, German copyright law, Germany, pp. 55-207. Minitab Inc., 2009. MINITAB statistical software, Release 15 for Windows. State College, Pennsylvania. Montgomery, D.C., 2012. Control charts for attributes. In: Introduction to the statistical quality control, 7th ed., John Wiley&Sons Inc, New York, pp. 297-355. Tomak and Bek 116 Oakland, J.S., 2003. Process control by attributes. In: Statistical Process Control, 5th ed., MPG Books Limited, London, pp. 195- 227. Ryan, T.P., 2011. Control charts for attributes. In: Statictical Methods for Quality Improvement, 3rd ed., John Wiley&Sons Inc, New York, pp. 179-215. Wadsworth, H.M., Stephens, K., Godfrey, A.B., 2001. Control charts for attributes. In: Modern methods for quality control and improvement, 2nd ed., John Wiley&Sons Inc, New York, pp.162-190. Westgard, J.O., 2002. What’s the idea behind statistical quality control? In: Basic QC Practices, 2nd ed., Westgard QC Inc, Madison, pp. 1-15. Westgard, J.O., Groth, T., 1981. Design and evaluation of statistical control procedures: Applications of a computer “quality control simulator” program. Clin. Chem. 27, 1536-1545. Westgard, J.O., Groth, T., Aronsson, T., Falk, H., de Verdier, C.H., 1977. Performance characteristics of rules for internal quality control: Probabilities for false rejection and error detection. Clin. Chem. 23, 1857-1867. Westgard, J.O., Barry, P.L., Hunt, M.R., Groth, T.A., 1981. Multi-rule Shewhart chart for quality control in clinical chemistry. Clin. Chem. 27, 493-501. Winkel, P., Zhang, N.F., 2007. Shewhart control charts. In: Statistical development of quality in medicine, John Wiley&Sons Press, England, pp. 37-78. Yücel, M., 2007. Toplam kalite kontrolü açısından istatistiksel süreç kontrol tekniklerinin önemi. 8. Türkiye Ekonometri ve İstatistik Kongresi, Malatya, 24-25 Mayıs, pp. 1-20.
Year 2017, Volume: 34 Issue: 2, 111 - 116, 08.09.2017

Abstract

References

  • Chandra, M.J., 2001. Process control. In: Statistical quality control, CRC Press, U.S.A., pp. 169-207. Ishikawa, K., 1986. Control charts II. In: Guide to quality control, Asian productivity organization, Tokyo, pp. 70-86. Kume, H., 1992. Control charts. In: Statistical methods for quality improvement, 10th ed., 3A Corporation, Tokyo, pp. 91-143. Lenz, H.C., Wilrich, T.H., 2006. Control charts. In: Frontiers in statistical quality control, German copyright law, Germany, pp. 55-207. Minitab Inc., 2009. MINITAB statistical software, Release 15 for Windows. State College, Pennsylvania. Montgomery, D.C., 2012. Control charts for attributes. In: Introduction to the statistical quality control, 7th ed., John Wiley&Sons Inc, New York, pp. 297-355. Tomak and Bek 116 Oakland, J.S., 2003. Process control by attributes. In: Statistical Process Control, 5th ed., MPG Books Limited, London, pp. 195- 227. Ryan, T.P., 2011. Control charts for attributes. In: Statictical Methods for Quality Improvement, 3rd ed., John Wiley&Sons Inc, New York, pp. 179-215. Wadsworth, H.M., Stephens, K., Godfrey, A.B., 2001. Control charts for attributes. In: Modern methods for quality control and improvement, 2nd ed., John Wiley&Sons Inc, New York, pp.162-190. Westgard, J.O., 2002. What’s the idea behind statistical quality control? In: Basic QC Practices, 2nd ed., Westgard QC Inc, Madison, pp. 1-15. Westgard, J.O., Groth, T., 1981. Design and evaluation of statistical control procedures: Applications of a computer “quality control simulator” program. Clin. Chem. 27, 1536-1545. Westgard, J.O., Groth, T., Aronsson, T., Falk, H., de Verdier, C.H., 1977. Performance characteristics of rules for internal quality control: Probabilities for false rejection and error detection. Clin. Chem. 23, 1857-1867. Westgard, J.O., Barry, P.L., Hunt, M.R., Groth, T.A., 1981. Multi-rule Shewhart chart for quality control in clinical chemistry. Clin. Chem. 27, 493-501. Winkel, P., Zhang, N.F., 2007. Shewhart control charts. In: Statistical development of quality in medicine, John Wiley&Sons Press, England, pp. 37-78. Yücel, M., 2007. Toplam kalite kontrolü açısından istatistiksel süreç kontrol tekniklerinin önemi. 8. Türkiye Ekonometri ve İstatistik Kongresi, Malatya, 24-25 Mayıs, pp. 1-20.
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Details

Journal Section Surgery Medical Sciences
Authors

Leman Tomak

Yülsel Bek This is me

Publication Date September 8, 2017
Submission Date September 7, 2017
Acceptance Date October 19, 2016
Published in Issue Year 2017 Volume: 34 Issue: 2

Cite

APA Tomak, L., & Bek, Y. (2017). Evaluation of operation and death statistics at surgical procedures by using attribute control charts. Journal of Experimental and Clinical Medicine, 34(2), 111-116.
AMA Tomak L, Bek Y. Evaluation of operation and death statistics at surgical procedures by using attribute control charts. J. Exp. Clin. Med. September 2017;34(2):111-116.
Chicago Tomak, Leman, and Yülsel Bek. “Evaluation of Operation and Death Statistics at Surgical Procedures by Using Attribute Control Charts”. Journal of Experimental and Clinical Medicine 34, no. 2 (September 2017): 111-16.
EndNote Tomak L, Bek Y (September 1, 2017) Evaluation of operation and death statistics at surgical procedures by using attribute control charts. Journal of Experimental and Clinical Medicine 34 2 111–116.
IEEE L. Tomak and Y. Bek, “Evaluation of operation and death statistics at surgical procedures by using attribute control charts”, J. Exp. Clin. Med., vol. 34, no. 2, pp. 111–116, 2017.
ISNAD Tomak, Leman - Bek, Yülsel. “Evaluation of Operation and Death Statistics at Surgical Procedures by Using Attribute Control Charts”. Journal of Experimental and Clinical Medicine 34/2 (September 2017), 111-116.
JAMA Tomak L, Bek Y. Evaluation of operation and death statistics at surgical procedures by using attribute control charts. J. Exp. Clin. Med. 2017;34:111–116.
MLA Tomak, Leman and Yülsel Bek. “Evaluation of Operation and Death Statistics at Surgical Procedures by Using Attribute Control Charts”. Journal of Experimental and Clinical Medicine, vol. 34, no. 2, 2017, pp. 111-6.
Vancouver Tomak L, Bek Y. Evaluation of operation and death statistics at surgical procedures by using attribute control charts. J. Exp. Clin. Med. 2017;34(2):111-6.