Quality control in clinical chemistry laboratory based on the sigma metrics

  • Phan Thị Thanh Hải 108 Military Central Hospital
  • Nguyễn Thị Lan Hương 108 Military Central Hospital
  • Nguyễn Thị Thu Huyền 108 Military Central Hospital
  • Nguyễn Thị Yên 108 Military Central Hospital
  • Quách Xuân Hinh 108 Military Central Hospital

Main Article Content

Keywords

Six sigma, Internal quality control

Abstract

Objective: To evaluate quality of biochemical tests based on Sigma scale, thereby providing a suitable and highly effective quality control procedures. Subject and method: Applied experimental, descriptive cross-sectional study, conducted on Architect C16000 chemmistry analyzer of Abbott (USA) at Department of Biochemistry, laboratory Center, 108 Military Central Hospital from October 22, 2021 and July 24, 2022. The evaluated testing included 22 tests: Alb, ALT, Amy, AST, Bil-D, Bil-TP, Ca, Cl, Cho, CK, Fe, GGT, Glu, HDL-C, LDL-C, Lip, K+, Na+, TP, Tri, Ure, AU. The performance of these tests was evaluated using a sigma scale calculated from the total allowable error (TEa), bias and coefficient of variation (CV) of each test. Result: All analytes had sigma values of more than 3 (the minimum accepted performance). The sigma values of albumin, amylase, AST, direct bilirubin, total bilirubin, calcium, cholesterol, CK, GGT, glucose, HDL-C, Fe, LDL-C, potassium, triglycerides, uric acid were greater than 6, while chloride, lipase, BUN had sigma values in the range of 4 to 6. Sigma scores of ALT and sodium were between 3 and 4. Conclusion: This research demonstrates that all of 22 analytes get sigma values greater than 3, the majority of them (17 analytes, making up 77.3%) have at least sigma values of 6. Sigma value act as a guide for designing QC procedures in the laboratories, by monitoring more strictly for test with low sigma and by minimizing the unnecessary QC monitoring for test with high sigma.

Article Details

References

1. Nguyễn Thị Huệ, Phó Phước Sương, Mai Thanh Bình và cộng sự (2019) Ứng dụng phương pháp sigma trong kiểm soát chất lượng phòng xét nghiệm hóa sinh. Tạp chí Y học thành phố Hồ Chí Minh. Số 6 (23), tr. 335-342.
2. Westgard JO (2018) Kiểm soát chất lượng phòng xét nghiệm. Nhà xuất bản Khoa học và kỹ thuật
3. Koshy JS, Raza A (2021) Sigma metrics in quality control - An innovative tool. International Journal of Clinical Biochemistry and Research 8(4): 253-259
4. Iqbal S, Mustansar T (2017) Application of sigma metrics analysis for the assessment and modification of quality control program in the clinical chemistry laboratory of a Tertiary Care Hospital. Ind J Clin Biochem 32(1): 106-109. DOI 10.1007/s12291-016-0565-x.
5. Nerenz RD, Pittman ME, Scott MG (2014) Impact of errors and variability on Clinical laboratory Test Interpretation.In: McManus LM, Mitchell RN, eds. Pathobiology of human Disease. Academic Press: 3222-3236. Doi: 10.1016/b978-0-12-386456-7.06303-6.
6. Westgard JO, Westgard SA (2014) ClIA Requirements for analytical quality. Westgard. http:// www.westgard.com/clia.htm. Accessed October 9,2020.
7. Westgard JO, Westgard SA (2020) Sigma - based quality control learning guide series. Abbott laboratories: 6-10.
8. Westgard JO, Westgard SA (2014) Westgard sigma rules. https:// www.westgard.com/westgard-sigma-rules.htm.