Inventory model optimization revisited: Understanding service inventories to improve performance

Document Type : Article

Authors

1 Department of Industrial and Systems Engineering, School of Engineering and Sciences, Tecnologico de Monterrey E. Garza Sada 2501 Sur, Monterrey, N.L., Mexico, C.P. 64849.

2 EGADE Business School, Tecnologico de Monterrey Rufino Tamayo y Eugenio Garza Laguera, San Pedro Garza Garcia, N.L., Mexico, C.P. 66269

3 Karlstad University - Service Research Center Universitetsgatan 2, 651 88, Karlstad, Sweden.

4 EGADE Business School, Tecnologico de Monterrey Rufino Tamayo y Eugenio Garza Laguera, San Pedro Garza Garcia, N.L.,Mexico, C.P. 66269

Abstract

Services are increasingly important in the modern economy, for both service and manufacturing firms, yet inventory literature has been focused mainly on physical goods and, only a few studies have included services in optimization. On the other side, traditional service management literature relies on an extremely narrow definition of inventory that excludes services, because they are perishable. Thus, there is a lack of research in the link between inventory optimization and service management. However, according to a new service inventory approach, businesses components such as tasks or information, as different from physical goods, can be performed and stored in anticipation of service demand as a form of service inventory—that is, inventorying by anticipation rather than delaying the service. This article aims to contribute to this lack of research by proposing a service inventory optimization model that integrates a service orientation to optimize tasks and information to be performed in advance. In contrast with traditional inventory models, where the objective is to optimize physical items, in this approach physical products whenever included, constitute only mechanisms for service provision. This service inventory model contributes to optimize the quantity of tasks or information to be anticipated and thus provides benefits for customers.

Keywords

Main Subjects


References:
1. Choi, T.M., Handbook of EOQ Inventory Problems, International Series in Operations Research and Management Science, Springer Science + Business, New York, USA (2014).
2. Harris, F.W. "How many parts to make at once", Factory, The Magazine of Management, 10(2), pp. 135-136 (1913).
3. Gebauer, H., Ren, G.J., Valtakoski, A., and Reynoso, J. "Service-driven manufacturing: provision, evolution and financial impact of services in industrial firms", Journal of Service Management, 23(1), pp. 120-136 (2012).
4. Mathieu, V. "Service strategies within the manufacturing sector: benefits, costs and partnership", International Journal of Service Industry Management, 12(5), pp. 451-475 (2001).
5. Young, L., From Products to Services: Insights and Experience from Companies which Have Embraced the Service Economy, John Wiley & Sons (2008).
6. Rust, R.T. and Huang, H.M. "Optimizing service productivity", Journal of Marketing, 76(2), pp. 47-66 (2012).
7. Fisk, R., Grove, S., and John, J., Eds., Services Marketing Self -Portraits: Introspections, Reflections, and Glimpses from the Experts, Chicago, IL: American Marketing Association (2000).
8. Zeithaml, V.A., Parasuraman, A., and Berry, L. "Problems and strategies in services marketing", Journal of Marketing, 49(2), pp. 33-46 (1985).
9. Chopra, S. and Lariviere, M.A. "Managing service inventory to improve performance", MIT Sloan Management Review, 47(1), pp. 56-63 (2005).
10. Davis, M., Field, J., and Stavrulaki, E. "Using digital service inventories to create customer value", Service Science, 7(2), pp. 83-99 (2015).
11. Gronroos, C., Service Management and Marketing: Customer Management in Service Competition, John Wiley & Sons (2007).
12. Battini, D., Persona, A., and Sgarbossa, F. "A sustainable EOQ model: theoretical formulation and applications", International Journal of Production Economics, 149(1), pp. 145-153 (2014).
13. Cardenas-Barron, L.E., Chung, K.J., and Trevino-Garza, G. "Celebrating a century of the economic order quantity model in honor of Ford Whitman Harris", International Journal of Production Economics, 155(1), pp. 1-7 (2014).
14. Taft, E.W. "The most economical production lot", Iron Age, 101(18), pp. 1410-1412 (1918).
15. Crowther, J.F. "Rationale for quantity discounts", Harvard Business Review, 42(2), pp. 121-127 (1964).
16. Diegel, A. "A linear approach to the dynamic inventory problem", Management Science, 12(7), pp. 530- 540 (1966).
17. Herron, D. "Inventory management for minimum cost", Management Science, 14(4), pp. B219-B235 (1967).
18. Wagner, H.M. and Whitin, T.M. "Dynamic version of the economic lot size model", Management Science, 5(1), pp. 89-96 (1958).
19. Aucamp, D.C. "A Solution to the multiple setup program", International Journal of Production Research, 22(4), pp. 549-554 (1984).
20. Chiu, H.N. and Chen, H.M. "The effect of timevalue of money on discrete time-varying demand lotsizing models with learning and forgetting considerations", The Engineering Economist, 42(3), pp. 203- 221 (1997).
21. Porteus, E., Foundations of Stochastic Inventory Theory, Stanford Business Books. California, USA (2002).
22. Tersine, R.J. and Price, R.L. "Temporary price discounts and EOQ", Journal of Purchasing and Materials Management, 17(4), pp. 23-27 (1981).
23. Khan, M., Jaber, M.Y., and Wahab, M.I.M. "Economic order quantity model for items with imperfect quality with learning in inspection", International Journal of Production Economics, 124(1), pp. 87-96 (2010).
24. Weiss, H.J. "Economic order quantity models with nonlinear holding costs", European Journal of Operational Research, 9(1), pp. 56-60 (1982).
25. Elsayed, E.A. and Teresi, C. "Analysis of Inventory Systems with Deteriorating Items", The International Journal of Production Research, 21(4), pp. 449-460 (1983).
26. Mahmoodi, A., Haji, A., and Haji, R. "A two-echelon inventory model with perishable items and lost sales", Scientia Iranica, 23(5), pp. 2277-2286 (2016).
27. Singh, S. and Rathore, H. "A two warehouse inventory model with preservation technology investment and partial backlogging", Scientia Iranica, 23(4), pp. 1952-1958 (2016).
28. Wu, C. and Zhao, Q. "An inventory model for deteriorating items with inventory-dependent and linear trend demand under trade credit", Scientia Iranica, 22(6), pp. 2558-2570 (2015).
29. Chung, K.J. "A theorem on the determination of economic order quantity under conditions of permissible delay in payments", Computers & Operations Research, 25(1), pp. 49-52 (1998).
30. Salameh, M.K. and Jaber, M.Y. "Economic production quantity model for items with imperfect quality", International Journal of Production Economics, 64(1), pp. 59-64 (2000).
31. Cheng, Y., Wang, W., Wei, C., and Lee, K. "An integrated lot-sizing model for imperfect production with multiple disposals of defective items", Scientia Iranica, 25(2), pp. 852-867 (2018).
32. Dobos, I. and Richter, K. "A production/recycling model with stationary demand and return rates", Central European Journal of Operations Research, 8(2), pp. 173-194 (2003).
33. Dobos, I. and Richter, K. "An extended production/ recycling model with stationary demand and return rates", International Journal of Production Economics, 90(3), pp. 311-323 (2004).
34. Dobos, I. and Richter, K. "A production/recycling model with quality consideration", International Journal of Production Economics, 104(2), pp. 571- 579 (2006).
35. Alinovi, A., Bottani, E., and Montanari, R. "Reverse logistics: a stochastic EOQ-based inventory control model for mixed manufacturing/remanufacturing systems with return policies", International Journal of Production Research, 50(5), pp. 1243-1264 (2012).
36. Zhou, W. and Chen, L. "Research on the inventory control of the remanufacturing reverse logistics based on the quantitative examination", Scientia Iranica, 24(2), pp. 741-750 (2017).
37. Pentico, D.W. and Drake, M.J. "A survey of deterministic models for the EOQ and EPQ with partial backordering", European Journal of Operational Research, 214(2), pp. 179-198 (2011).
38. Mokhtari, H., Naimi-Sadigh, A., and Salmasnia, A. "A computational approach to economic production quantity model for perishable products with backordering shortage and stock-dependent demand", Scientia Iranica, 24(4), pp. 2138-2151 (2017).
39. Khan, M., Jaber, M.Y., Guiffrida, A.L., and Zolfaghari, S. "A review of extensions of a modified EOQ model for imperfect quality items", International Journal of Production Economics, 132(1), pp. 1-12 (2011).
40. Bouchery, Y., Ghaffari, A., Jemai, Z., and Dallery, Y. "Including sustainability criteria into inventory models", European Journal of Operational Research, 222(2), pp. 229-240 (2012).
41. Andriolo, A., Battini, D., Grubbstrom, R.W., Persona, A., and Sgarbossa, F. "A century of evolution from Harris's basic lot size model: Survey and research agenda", International Journal of Production Economics, 155, pp. 16-38 (2014).
42. Glock, C.H., Grosse, E.H., and Ries, J.M. "The lot sizing problem: A tertiary study", International Journal of Production Economics, 155, pp. 39-51 (2014).
43. Janssen, L., Claus, T., and Sauer, J. "Literature review of deteriorating inventory models by key topics from 2012 to 2015", International Journal of Production Economics, 182, pp. 86-112 (2016).
44. Bakker, M., Riezebos, J., and Teunter, R.H. "Review of inventory systems with deterioration since 2001", European Journal of Operational Research, 221(2), pp. 275-284 (2012).
45. Shekarian, E., Kazemi, N., Abdul-Rashid, S.H., and Olugu, E.U. "Fuzzy inventory models: A comprehensive review", Applied Soft Computing, 55, pp. 588- 621 (2017).
46. Kok, T. Grob, C., Laumanns, M., Minner S., Rambau, J., and Schade, K. "A typology and literature review on stochastic multi-echelon inventory models", European Journal of Operational Research, 269(3), pp. 955-983 (2018).
47. Thiel, D., Hovelaque, V., and Thi Le Hoa, V. "Impact of inventory inaccuracy on service-level quality in (Q,R) continuous-review lost-sales inventory models", International Journal of Production Economics, 123(2), pp. 301-311 (2010).
48. Samadi, F., Mirzazadeh, A., and Pedram, M.M. "Fuzzy pricing, marketing and service planning in a fuzzy inventory model: A geometric programming approach", Applied Mathematical Modelling, 37(10- 11), pp. 6683-6694 (2013).
49. Swenseth, S.R. and Olson, D.L. "Simulation model of professional service personnel inventory", International Journal of Services and Operations Management, 19(4), pp. 451-467 (2014).
50. Gzara, F., Nematollahi, E., and Dasci, A. "Linear location-inventory models for service parts logistics network design", Computers and Industrial Engineering, 69(1), pp. 53-63 (2014).
51. Byun, S.S., Balasingham, I., and Lee, H.N. "An inventory model-based spectrum pooling for wireless service provider and unlicensed users", Computer Communications, 36(10-11), pp. 1186-1192 (2013).
52. Schneider, H. "Effect of service-levels on order-points or order-levels in inventory models", International Journal of Production Research, 19(6), pp. 615-631 (1981).
53. Chen, F.Y. and Krass, D. "Inventory models with minimal service level constraints", European Journal of Operational Research, 134(1), pp. 120-140 (2001).
54. Vargo, S.L. and Lusch, R.F. "The four service marketing myths remnants of a goods-based, manufacturing model", Journal of Service Research, 6(4), pp. 324- 335 (2004).
55. Edvardsson, B., Gustafsson, A., and Roos, I. "Service portraits in service research - a critical review", International Journal of Service Industry Management, 16(1), pp. 107-121 (2005).
56. Gummesson, E. "Evert Gummesson: Stockholm University" in Services Marketing Self-Portraits: Introspections, Reflections, and Glimpses from the Experts, Raymond P. Fisk, Stephen F. Grove, and Joby John. Chicago: American Marketing Association, pp. 109- 132 (2000).
57. Vargo, S.L. and Lusch, R.F. "Service-dominant logic 2025", International Journal of Research in Marketing, 34(1), pp. 46-67 (2017).
58. Victorino, L., Field, J.M., Buell, R., Dixon, M.J., Meyer-Goldstein, S., Menor, L., Pullman, M.E., Roth, A.V., Secchi, E., and Zhang, J.J. "Service operations: What have we learned?", Journal of Service Management, 29(1), pp. 39-54 (2018).
59. Johnston, R. and Clark, G., Service Operations Management: Improving Service Delivery, Pearson Education (2008).
60. LaGanga, L.R. "Lean service operations: reflections and new directions for capacity expansion in outpatient clinics", Journal of Operations Management, 29(5), pp. 422-433 (2011).
61. Trienekens, J.J., Bouman, J.J., and Van Der Zwan, M. "Specification of service level agreements: Problems, principles and practices", Software Quality Journal, 12(1), pp. 43-57 (2004).
62. Mubeen, S., Asadollah, S.A., Papadopoulos, A.V., Ashjaei, M., Pei-Breivold, H., and Behnam, M. "Management of service level agreements for cloud services in IoT: A systematic mapping stud", IEEE Access, 6(1), pp. 30184-30207 (2018).
63. Fitzsimmons, J. and Fitzsimmons, M., Service Management, 2d Ed., McGraw-Hill/Irwin, New York, USA (2004).
64. Kimes, S. "A strategic approach to yield management", in Ingold, A, McMahon-Beattie, U. and Yeoman, I. (eds.), Yield Management: Strategies for the Service Industries, London: Cengage Learning (2000).
65. Altin, M., Schwartz, Z., and Uysal, M. "Where you do it" matters: The impact of hotels' revenuemanagement implementation strategies on performance", International Journal of Hospitality Management, 67(1), pp. 46-52 (2017).
66. Kimes, S.E. "Perceived fairness of yield management", Cornell Hospitality Quarterly, 43(1), pp. 21- 30 (2002).
67. McMahon-Beattie, U. "Trust, fairness and justice in revenue management: Creating value for the consumer", Journal of Revenue & Pricing Management, 10(1), pp. 44-46 (2011).
68. Taylor, W. and Kimes, S.E. "The effect of brand class on perceived fairness of revenue management", Journal of Revenue & Pricing Management, 10(3), pp. 271-284 (2011).
69. Han, J., Kamber, M., and Pei, J., Data Mining: Concepts and Techniques, Third edition, Elsevier (2011).
70. Gummesson, E., Lusch, R., and Vargo, S. "Transitioning from service management to service-dominant logic: Observations and recommendations", International Journal of Quality and Service Sciences, 2(1), pp. 8-22 (2010).
71. Mehrez, A. and Ben-Arieh, D. "All-unit discounts, multi-item inventory model with stochastic demand, service level constraints and finite horizon", International Journal of Production Research, 29(8), pp. 1615-1628 (1991).
72. Lagodimos, A.G. "Multi-echelon service models for inventory systems under different rationing policies", International Journal of Production Research, 30(4), pp. 939-956 (1992).
73. Ouyang, L.-Y. and Wu, K.-S. "Mixture inventory model involving variable lead time with a service level constraint", Computers and Operations Research, 24(9), pp. 875-882 (1997).
74. Hillier, M.S. "Component commonality in a multipleperiod inventory model with service level constraints", International Journal of Production Research, 37(12), pp. 2665-2683 (1999).
75. Ouyang, L.-Y. and Chuang, B.-R. "Stochastic inventory models involving variable lead time with a service level constraint", Yugoslav Journal of Operations Research, 10(1), pp. 81-98 (2000).
76. Ouyang, L.-Y. and Chuang, B.-R. "A periodic review inventory model involving variable lead time with a service level constraint", International Journal of Systems Science, 31(10), pp. 1209-1215 (2000).
77. Xu, K., Evers, P.T., and Fu, M.C. "Estimating customer service in a two-location continuous review inventory model with emergency transshipments", European Journal of Operational Research, 145(3), pp. 569-584 (2003).
78. Lee, W.-C., Wu, J.-W., and Hou, W.-B. "Inventory model with a service level constraint for variable lead time demand with the mixtures of distribution", Journal of Interdisciplinary Mathematics, 7(2), pp. 125-151 (2004).
79. Chu, P., Yang, K.-L., and Chen, P.S. "Improved inventory models with service level and lead time", Computers and Operations Research, 32(2), pp. 285- 296 (2005).
80. Lee, W.-C., Wu, J.-W., and Hsu, J.-W. "Computational algorithm for inventory model with a service level constraint, lead time demand with the mixture of distributions and controllable negative exponential backorder rate", Applied Mathematics and Computation, 175(2), pp. 1125-1138 (2006).
81. Liang, S.-K., Chu, P., and Yang, K.-L. "Improved periodic review inventory model involving lead-time with crashing components and service level", International Journal of Systems Science, 39(4), pp. 421-426 (2008).
82. Hung, C.-Y., Hung, K.-C., Tang, W.-H., Lin, R., and Wang, C.-K. "Periodic review stochastic inventory models with service level constraint", International Journal of Systems Science, 40(3), pp. 237-243 (2009).
83. Jha, J.K. and Shanker, K. "Two-echelon supply chain inventory model with controllable lead time and service level constraint", Computers and Industrial Engineering, 57(3), pp. 1096-1104 (2009).
84. Jha, J.K. and Shanker, K. "A single-vendor singlebuyer production-inventory model with controllable lead time and service level constraint for decaying items", International Journal of Production Research, 47(24), pp. 6875-6898 (2009).
85. Tajbakhsh, M.M. "On the distribution free continuous-review inventory model with a service level constraint", Computers and Industrial Engineering, 59(4), pp. 1022-1024 (2010).
86. Xu, M. and Sun, C. "A multi-location inventory model for service parts with lateral transshipment and waiting time constraints", in Proceedings of 2010 International Conference on Logistics Systems and Intelligent Management, ICLSIM 2010, 1(1), pp. 30-34 (2010).
87. Jaggi, C.K. and Arneja, N. "Periodic inventory model with reduced setup cost under service level constraint", Electronic Journal of Applied Statistical Analysis, 4(2), pp. 111-123 (2011).
88. Joshi, M. and Soni, H. "(Q, R) inventory model with service level constraint and variable lead time in fuzzy-stochastic environment", International Journal of Industrial Engineering Computations, 2(4), pp. 901-912 (2011).
89. Cheng, F., Ettl, M., Lu, Y., and Yao, D.D. "A production-inventory model for a push-pull manufacturing system with capacity and service level constraints", Production and Operations Management, 21(4), pp. 668-681 (2012).
90. Lin, H.-J. "Effective investment to reduce setup cost in a mixture inventory model involving controllable backorder rate and variable lead time with a service level constraint", Mathematical Problems in Engineering, Art. ID 689061, pp. 1-15 (2012).
91. Ma, W.-M. and Qiu, B.-B. "Distribution-free continuous review inventory model with controllable lead time and setup cost in the presence of a service level constraint", Mathematical Problems in Engineering, Art. ID 867847, pp. 1-16 (2012).
92. Shahpouri, S., Fattahi, P., Arkan, A., and Parsa, K. "Integrated vendor-buyer cooperative inventory model with controllable lead time, ordering cost reduction, and service-level constraint", International Journal of Advanced Manufacturing Technology, 65(5-8), pp. 657-666 (2013).
93. Jha, J.K. and Shanker, K. "Single-vendor multibuyer integrated production-inventory model with controllable lead time and service level constraints", Applied Mathematical Modelling, 37(4), pp. 1753- 1767 (2013).
94. Hidayat, Y.A., Suprayogi, Islam, S.N., and Liputra, D.T. "Two-echelon inventory model with controllable reorder point and lead time subject to service level constraint", Proceedings of 2013 International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2013, pp. 119-125 (2013).
95. Bieniek, M. "Service level in model of inventory location with stochastic demand", Archives of Transport, 31(3), pp. 7-21 (2014).
96. Jiang, D.L., Zhu, G.F., and Li, D. "Two-echelon inventory stochastic model of supply chain based on service level constraints", Advanced Materials Research, 971-973, pp. 2448-2451 (2014).
97. Cheng, L., Tsou, C.-S., and Yang, D.-Y. "Cost-service tradeoff analysis of reorder-point-lot-size inventory models", Journal of Manufacturing Systems, 37(1), pp. 217-226 (2015).
98. Sarkar, B., Chaudhuri, K., and Moon, I. "Manufacturing setup cost reduction and quality improvement for the distribution free continuous-review inventory model with a service level constraint", Journal of Manufacturing Systems, 34(C), pp. 74-82 (2015).
99. Moon, I. and Choi, S. "The distribution-free continuous review inventory system with a service level constraint", Computers & Industrial Engineering, 27(1), pp. 209-212 (1994).
100. Yilmaz, O.F., Baskak, M., and Erbiyik, H. "To define service level in an integrated model for warehouse and inventory planning by utilizing heuristic solution: An example", IEOM 2015 - 5th International Conference on Industrial Engineering and Operations Management, Proceeding, pp. 1-8 (2015).
101. Annadurai, K. "Minimax distribution-free procedure for mixture inventory model with variable lead time and a service level constraint by reducing order cost", American Journal of Mathematical and Management Sciences, 35(1), pp. 1-14 (2016).
102. Jaggi, C.K., Ali, H., and Arneja, N. "A technical note on periodic inventory model with controllable lead time under service level constraint", Electronic Journal of Applied Statistical Analysis, 9(1), pp. 83- 94 (2016).
103. Kurdhi, N., Diwiryo, T.A., and Sutanto, N.A. "An integrated production-inventory model for the single vendor two-buyer problem with partial backorder, stochastic demand, and service level constraints", Journal of Physics: Conference Series, 693(1), pp. 1-11 (2016).
104. Kurdhi, N., Sutanto, N.A., Kristanti, N.A., Prasetyawati, M.V., and Lestari, S.M. "Continuous review inventory models under service level constraint with probabilistic fuzzy number during uncertain received quantity", International Journal of Services and Operations Management, 23(4), pp. 443-466 (2016).
105. Hemapriya, S. and Uthayakumar, R. "An inventory  model with uncertain demand and lost sales reduction under service level constraint", International Journal of Systems Assurance Engineering and Management, 8, pp. 1399-1418 (2017).
106. Jauhari, W.A. and Saga, R.S. "A stochastic periodic review inventory model for vendor-buyer system with setup cost reduction and service-level constraint", Production and Manufacturing Research, 5(1), pp. 371-389 (2017).
Volume 27, Issue 3
Transactions on Industrial Engineering (E)
May and June 2020
Pages 1572-1592
  • Receive Date: 23 January 2018
  • Revise Date: 07 August 2018
  • Accept Date: 03 November 2018