Performance Evaluation and Improvement via Mathematical Modeling: Total Cost of Ownership
Subject Areas : Management (Operations Research)maghsoud amiri 1 , Masoumeh T. Hasani 2 , Farhad Hadinejad 3
1 - Professor of Industrial Management Department, Faculty of Management and Accounting, Allameh Tabatabai University, Tehran, Iran.
2 - Ph.D. Candidate, Department of Industrial Management, Faculty of Management and Accounting, Allameh Tabataba’i University, Tehran, Iran.
3 - Assistant Professor, Department Management, Faculty of Management , Imam Ali University, Tehran, Iran
Keywords: Performance Evaluation, Mathematical Modeling, Supplier selection, Productivity Enhancement, Total Cost of Ownership,
Abstract :
A significant amount of costs in the process of supply chain assessment and management is often overlooked when applying traditional ways of evaluation and supplier choice, and it is essential to provide a comprehensive approach that can take into account all costs associated with a service or product. To this end, the concept of "Total Cost of Ownership" is considered as an appropriate criterion for performance assessment and an optimal method for productivity enhancement. It is a philosophy and a purchase device that seeks to delineate the actual purchase cost of a product or a particular service from a specific, and thereby, enhance productivity by reducing viable costs of an investment or purchase. Therefore, the current study sought to explore multiple dimensions of total cost of ownership in selection and evaluation of organizational suppliers. It further aimed to present a mathematical model that can offer an indicator to evaluate the supplier's performance based on each aspect of total cost of ownership making it possible for organizational decision makers to compare each of their suppliers from different perspectives and choose the most efficient and suitable supplier while keeping the cost to an absolute minimum. The proposed index was finally described based on a sample from an automobile manufacturing company.
Amiri, M., Hadinejad, F., Malekkhoyan, Sh. (2017),Evaluation and Prioritization of Suppliers Adopting a Combined Approach of Entropy, Analytic Hierarchy process, and Revised PROMETHEE, Case Study: YOUTAB Company, 14(4), 1-20.[In Persian]
Bai, C & Sarkis, J. (2010) Integrating sustainability into supplier selection with grey system and rough set methodologies, International Journal of Production Economics, 124(1), 252-264.
Caputo, A.C., Pelagagge, P. M., Pacifico M & Salini, P. (2015), Manufacturing cost model for heat exchangers optimization, Applied Thermal Engineering,10, 1-34.
Chaharsoghee, S. K. & Sahraieyan, R. (2006), Providing a Standardized Method for Assessing and Choosing a Supplier, World of Quality, 3(10), 30-36.
Danielis, R., Giansoldati, M., Rotaris, L. (2018), A probabilistic total cost of ownership model to evaluate the current and future prospects of electric cars uptake in Italy, Energy Policy, 119, 268-281.
Roodhooft, F, Degraeve, Z.; Labor, E. (2000), An evaluation of vendor selection models from a total cost of ownership perspective, European Journal of Operational Research, 125(1), 34-58.
Dogan, I & Aydin, N. (2011), Combining Bayesian Networks and Total Cost of Ownership method for supplier selection analysis, Computers & Industrial Engineering, 61(4), 1072-1085.
Elleram, M, l. (1993), Aframework for total cost of ownership, the international journal of logistics management, 4(2), 49–60.
Gargeya V.B. & Su J. (2004), Strategic sourcing and Supplier Selection: A Review of surveybasedempirical research, Second world conference on POM and 15th Annual POMconference, Cancun, Mexico, 1-32.
Ho, W., Dey, P.K & Lockstrom, M. (2011), Strategic sourcing: a combined QFD and AHP approach in manufacturing, Supply Chain Management: An International Journal, 16(6), 446-461.
Iranzade, s., burani, h & sarami rasolee, b. (2008), application of multi-criteria methods in ranking suppliers of component, Management Science, 2(5), 41-57. [In Persian]
katler, Ph. (2006), Marketing Manager, Bahman Forouzandeh, Publishing House, Tehran, Third Edition, 552.
Kim, S., H, s & Sohn Y. (2007), Cost of ownership model for the RFID logistics system applicable to u-city, 37th International Conference on Computers and Industrial Engineering, 833-842.
Krause D.R, T.V. & Clanton R.J. (2000), A structural analysis of the effectiveness of buyingfirms, Strategies to improve supplier performance, Journal of Decision Science, 31(1), 33-55.
Lee, E., Ha, S & Kim. S. (2001), Supplier selection and management system considering relationship in supply chain management, Transactions on engineering management, 48(3).
Lima Junior, F. R., Cesor, L & Carpinetti, R. (2016), Combining SCOR model and fuzzy TOPSIS for supplier evaluation and management, International journal of Production Economics, 174, 128-141.
Mohammady Garfamy, R. (2006), A data envelopment analysis approach based on total cost of ownership for supplier selection, Journal of enterprise information management, 19(6), 662-678.
Prajogo, D., Chowdhury, M., Yeung, A. C. L & Cheng, T. C. E. (2012), The relationship between supplier management and firm's operational performance: A multidimensional, International journal of Production Economics, 136(1), 123-130.
Roodhooft, f; Abbeele, A., V., D; Peeters, F. (2005), Total cost of ownership as a tool for inter-frim cost management: a case in Belgian utilities industry, Leuven: KUL. Department of applied economic sciences.
Sajjadi, S. H & Emami, M.R. (2007), Comparison of Accounting Standards of Accounting EstimatesAccountant, 22(190), 11-19.[In Persian]
Schoenherr, T., Modi, S.B., Benton, W. C., Carter, C. R., Choi, T. Y & Larson, P.D.(2012), Research opportunities in purchasing and supply management, International Journal of Production Research, 50(16), 4556-4579.
Shabani, A., Visani, F., Barbieri, P., Dullaert, W., Vigo, D. (2018), Reliable estimation of suppliers’ total cost of ownership: An imprecise data envelopment analysis model with common weights, Omega, 87, 57-70.
Shafia, M.A & Ershazadeh, H. (2009), Effective Factors in Choosing -Channels for Delivering After-Sales Service Elements, 12(100), 42-48.
Sohn So, Y., j., jeon, E & Han, j., h. (2015), A new cost of ownership modelfor the acquisition of complying with environmental regulations, journal of cleaner production, 100(1), 269-277.
Sohn, s & lee, j. (2006), Cost of ownership model for CRM system, department of computer science and industrial engineering systems, 60, 68-81.
Van maanen, h & berghout, e. (2002), cost management of it beyond cost of ownership models a state the art overview of Dutch financial services industry, 25(2), 167-173.
Visani, F., Barbieri, P., Marta, F., Lascio, L. Di, Raffoni, A & Vigo, D. (2016), Supplier's Total Cost of Ownership evaluation: a Data Envelopment Analysis approach, the international journal of management science, Omega, 61, 141-154.
Wang, Q; & Guo, X. (2007), A study of supplier selection and quality strategy based on quality costs theory, international conference of management science and engineering.
Weber, M., hiete, M., lauer, l & rentz, O. (2010), Low cost country sourcing and its eeffects on the total cost of ownership structure for medical devices manufacturer, Journal of Purchasing & Supply Management, 16, 4-16.
_||_Amiri, M., Hadinejad, F., Malekkhoyan, Sh. (2017),Evaluation and Prioritization of Suppliers Adopting a Combined Approach of Entropy, Analytic Hierarchy process, and Revised PROMETHEE, Case Study: YOUTAB Company, 14(4), 1-20.[In Persian]
Bai, C & Sarkis, J. (2010) Integrating sustainability into supplier selection with grey system and rough set methodologies, International Journal of Production Economics, 124(1), 252-264.
Caputo, A.C., Pelagagge, P. M., Pacifico M & Salini, P. (2015), Manufacturing cost model for heat exchangers optimization, Applied Thermal Engineering,10, 1-34.
Chaharsoghee, S. K. & Sahraieyan, R. (2006), Providing a Standardized Method for Assessing and Choosing a Supplier, World of Quality, 3(10), 30-36.
Danielis, R., Giansoldati, M., Rotaris, L. (2018), A probabilistic total cost of ownership model to evaluate the current and future prospects of electric cars uptake in Italy, Energy Policy, 119, 268-281.
Roodhooft, F, Degraeve, Z.; Labor, E. (2000), An evaluation of vendor selection models from a total cost of ownership perspective, European Journal of Operational Research, 125(1), 34-58.
Dogan, I & Aydin, N. (2011), Combining Bayesian Networks and Total Cost of Ownership method for supplier selection analysis, Computers & Industrial Engineering, 61(4), 1072-1085.
Elleram, M, l. (1993), Aframework for total cost of ownership, the international journal of logistics management, 4(2), 49–60.
Gargeya V.B. & Su J. (2004), Strategic sourcing and Supplier Selection: A Review of surveybasedempirical research, Second world conference on POM and 15th Annual POMconference, Cancun, Mexico, 1-32.
Ho, W., Dey, P.K & Lockstrom, M. (2011), Strategic sourcing: a combined QFD and AHP approach in manufacturing, Supply Chain Management: An International Journal, 16(6), 446-461.
Iranzade, s., burani, h & sarami rasolee, b. (2008), application of multi-criteria methods in ranking suppliers of component, Management Science, 2(5), 41-57. [In Persian]
katler, Ph. (2006), Marketing Manager, Bahman Forouzandeh, Publishing House, Tehran, Third Edition, 552.
Kim, S., H, s & Sohn Y. (2007), Cost of ownership model for the RFID logistics system applicable to u-city, 37th International Conference on Computers and Industrial Engineering, 833-842.
Krause D.R, T.V. & Clanton R.J. (2000), A structural analysis of the effectiveness of buyingfirms, Strategies to improve supplier performance, Journal of Decision Science, 31(1), 33-55.
Lee, E., Ha, S & Kim. S. (2001), Supplier selection and management system considering relationship in supply chain management, Transactions on engineering management, 48(3).
Lima Junior, F. R., Cesor, L & Carpinetti, R. (2016), Combining SCOR model and fuzzy TOPSIS for supplier evaluation and management, International journal of Production Economics, 174, 128-141.
Mohammady Garfamy, R. (2006), A data envelopment analysis approach based on total cost of ownership for supplier selection, Journal of enterprise information management, 19(6), 662-678.
Prajogo, D., Chowdhury, M., Yeung, A. C. L & Cheng, T. C. E. (2012), The relationship between supplier management and firm's operational performance: A multidimensional, International journal of Production Economics, 136(1), 123-130.
Roodhooft, f; Abbeele, A., V., D; Peeters, F. (2005), Total cost of ownership as a tool for inter-frim cost management: a case in Belgian utilities industry, Leuven: KUL. Department of applied economic sciences.
Sajjadi, S. H & Emami, M.R. (2007), Comparison of Accounting Standards of Accounting EstimatesAccountant, 22(190), 11-19.[In Persian]
Schoenherr, T., Modi, S.B., Benton, W. C., Carter, C. R., Choi, T. Y & Larson, P.D.(2012), Research opportunities in purchasing and supply management, International Journal of Production Research, 50(16), 4556-4579.
Shabani, A., Visani, F., Barbieri, P., Dullaert, W., Vigo, D. (2018), Reliable estimation of suppliers’ total cost of ownership: An imprecise data envelopment analysis model with common weights, Omega, 87, 57-70.
Shafia, M.A & Ershazadeh, H. (2009), Effective Factors in Choosing -Channels for Delivering After-Sales Service Elements, 12(100), 42-48.
Sohn So, Y., j., jeon, E & Han, j., h. (2015), A new cost of ownership modelfor the acquisition of complying with environmental regulations, journal of cleaner production, 100(1), 269-277.
Sohn, s & lee, j. (2006), Cost of ownership model for CRM system, department of computer science and industrial engineering systems, 60, 68-81.
Van maanen, h & berghout, e. (2002), cost management of it beyond cost of ownership models a state the art overview of Dutch financial services industry, 25(2), 167-173.
Visani, F., Barbieri, P., Marta, F., Lascio, L. Di, Raffoni, A & Vigo, D. (2016), Supplier's Total Cost of Ownership evaluation: a Data Envelopment Analysis approach, the international journal of management science, Omega, 61, 141-154.
Wang, Q; & Guo, X. (2007), A study of supplier selection and quality strategy based on quality costs theory, international conference of management science and engineering.
Weber, M., hiete, M., lauer, l & rentz, O. (2010), Low cost country sourcing and its eeffects on the total cost of ownership structure for medical devices manufacturer, Journal of Purchasing & Supply Management, 16, 4-16.