Attribute Agreement Analysis With The Multi-Variant Reference Standard

Authors

DOI:

https://doi.org/10.24425/mper.2025.153936

Abstract

The purpose of this work is to present a concept of a methodology in the area of Attribute Agreement Analysis. The study was conducted using the process control of decorative paper (laminate) for furniture applications. The specificity of decorative paper quality control inspired the authors to propose a modification of the classical cross-tabulation method with the Cohen's Kappa coefficient, enabling the consideration of a multi-variant reference standard (mvREF). The results show that the proposed approach can solve the problem of the necessity of using the multi-variant reference standard (mvREF). To illustrate the proposed approach, a numerical example is used. The results demonstrate that the proposed approach is useful for Attribute Agreement Analysis.

References

AIAG-Work Group, DaimlerChrysler Corporation, Ford Motor Company, General Motors Corporation (2010). Measurement Systems Analysis, 4th ed., Reference manual

Andrés, A.M., & Marzo, P.F. (2004). Delta: A new measure of agreement between two raters. British Journal of Mathematical and Statistical Psychology, 57(1), 1-19. DOI: 10.1348/000711004849268

Çiçekler, M., Tutus, A., Ozdemir, F. (2016). Resin impregnation of decor papers and comparison of physical properties. IFC, 364-366

Cohen, J. (1960). A coefficient of agreement for nominal scales. Educ Psychol Meas. 20, 37-46

Denysenko, Y., Trojanowska, J., Tsarytsyn, V., Husár„ J. (2023). Quality Management of the Process of the Complex Parts Control. 7 th EAI International Conference on Management of Manufacturing Systems, Springer, Cham, 159-170

De Raadt, A., Warrens, M.J., Bosker, R.J., Kiers, H.A.L. (2019). Kappa Coefficients for Missing Data. Educational and Psychological Measurement, 79(3), 558–576

Diering, M., Dyczkowski, K. (2016). Assessing the Raters Agreement in the Diagnostic Catheter Tube Connector Production Process Using Novel Fuzzy Similarity Coefficient. IEEE International Conference on Industrial Engineering and Engineering Management, 228–232

Diering, M., Dyczkowski, K., Hamrol, A. (2019). Rating System Analysis in Quality Engineering Based on Fuzzy Similarity. Journal of Multiple-Valued Logic and Soft Computing, 32(3-4), 277–292

Gwet, K.L. (2008). Computing inter-rater reliability and its variance in the presence of high agreement. British Journal of Mathematical and Statistical Psychology, The British Psychological Society, 61, 29–48

Harugade, M., Waigaonkar, S., Mane, N. (2018). Machining of Carbon Epoxy Composite using High Speed Electrochemical Discharge Machining. Materials Today: Proceedings, 5(9)/1, 17188–17194

Istek, A., Aydemir, D., Aksu, S. (2010). The effect of decor paper and resin type on the physical, mechanical, and surface quality properties of particleboards coated with impregnated decor papers. Bioresources, 5(2), 1074–1083

Kaščak, J., Husár, J., Knapčíková, L., Trojanowska, J., Ivanov, V. (2022). Conceptual Use of Augmented Reality in the Maintenance of Manufacturing Facilities. Advances in Manufacturing III. Volume 2 - Production Engineering: Research and Technology Innovations, Industry 4.0, 241–252, Cham, Springer

Kujawińska, A., Hryb, M., Przybył, A. (2024). Machine Vision System for Quality Control of Stents Used in Angioplasty. Advances in Manufacturing IV, Lecture Notes in Mechanical Engineering, Cham, Springer, 228–239

Maresova, P., Javanmardi, E., Maskuriy, R., Selamat, A., Kuca, K. (2022). Dynamic sustainable business modeling: exploring the dynamics of business model components considering the product development framework. Applied Economics, 54(51), 5904–5931

Marques, C., Lopes, N., Santos, G., Delgado, I., Delgado, P. (2018). Improving operator evaluation skills for defect classification using training strategy supported by attribute agreement analysis. Measurement, 119, 129–141

Meller, A., Piechowski, M., & Gola, A. (2023), Indicators of Hierarchical Structure Model of Supporting the Production Management Process – A Framework. International Conference on Intelligent Systems in Production Engineering and Maintenance, 356–367, Cham, Springer Nature Switzerland

Rogalewicz, M., Kujawińska, A., Feledziak, A. (2023). Ensuring the reliability and reduction of quality control costs by minimizing process variability. Eksploatacja i Niezawodność – Maintenance and Reliability, 25(2)

Rückert, P., Hodecek, S., Wenger, E. (2009). The History of Paper and Watermarks from the Middle Ages to the Modern Period. Bernstein Project, Stuttgart, Vienna

Sharma, G. & Rdríguez-Pardo, C. (2012). The dark side of CIELAB. The International Society for Optical Engineering. 8292. DOI: 10.1117/12.909960

Shi D., Zhou J. et al. (2018), Machine Vision-Based Segmentation and Classification Method for Intelligent Roller Surface Monitoring. IEEE SmartWorld, Ubiquitous Intelligence & Comp, Adv & Trusted Comp, Scalable Comp & Communications, Cloud & Big Data Comp, Internet of People and Smart City Innovation, Guangzhou, China, 1811–1817. DOI: 10.1109/SmartWorld.2018.00305

Vach, W., Gerke, O. (2023). Gwet’s AC1 is not a substitute for Cohen’s kappa – A comparison of basic properties. MethodsX. 10. 102212. DOI: 10.1016/j.mex. 2023.102212

Viera, A.J., Garrett, J.M. (2005). Understanding Interobserver Agreement: the Kappa Statistic. Family Medicine, 37(5), 360–363

Xie, N.M. & Liu, S.F. (2010). Novel methods on comparing grey numbers, Applied Mathematical Modelling, 34(1), 415–423

Xie, N.M., Xin, J. (2014). Interval grey numbers based multi-attribute decision making method for supplier selection. Kybernetes, 43(7), 1064–1078

Zavadskas, E.K., Kaklauskas, A. & Turskis, Z. (2009). Multi-attribute decision-making model by applying grey numbers. Informatica, 20(2), 305–320

Downloads

Published

2025-03-30

How to Cite

Hryb, Magdalena, et al. “Attribute Agreement Analysis With The Multi-Variant Reference Standard”. Management and Production Engineering Review, vol. 16, no. 1, Mar. 2025, pp. [nr art. 2], s. 1-9, doi:10.24425/mper.2025.153936.

Issue

Section

Artykuły