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Customizing customization in a 3D printing-enabled hybrid manufacturing supply chain

Author

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  • Li, Wei
  • Sun, Hui
  • Tong, Meng
  • Mustafee, Navonil
  • Koh, Lenny

Abstract

At-scale manufacture of customized products often requires both traditional processes and 3D Printing (3DP)-enabled additive manufacturing. Such hybrid manufacturing supports varying degrees of product customization achieved through variance in the mix of traditional and 3DP processes. Further, it supports the customization of the configuration of the 3DP-enabled supply chain. Our research investigates decision-making by 3DP manufacturers to obtain optimal profits based on the degree of customization. A two-echelon manufacturer-retailer supply chain that distributes customized products online and offline based on customers' channel preferences is considered. The Stackelberg Game model was used to study decision-making between the leader (manufacturer) and the follower (retailer). We analyzed two models: the centralized manufacturer-customized model and the decentralized retailer-customized model. The key findings of our study are as follows: Firstly, when the unit production cost is relatively small, it is optimal for the 3DP provider to offer consumers fully 3DP customized products. Secondly, with both the manufacturer-customized and the retailer-customized model, an increase in consumers' offline channel preference, will reduce the overall profits. Thirdly, in the retailer-customized model, the optimal selling price and profits are not affected by the ratio of the manufacturer's unit production cost and the total unit production cost. Finally, when the unit production cost increases with the customization degree, the optimal customization degree is relatively insensitive to potential market size changes. Our findings have practical relevance for firms seeking to gain a competitive advantage by deciding on the degree of customization and supply chain configuration strategies for 3DP manufacturing.

Suggested Citation

  • Li, Wei & Sun, Hui & Tong, Meng & Mustafee, Navonil & Koh, Lenny, 2024. "Customizing customization in a 3D printing-enabled hybrid manufacturing supply chain," International Journal of Production Economics, Elsevier, vol. 268(C).
  • Handle: RePEc:eee:proeco:v:268:y:2024:i:c:s0925527323003353
    DOI: 10.1016/j.ijpe.2023.109103
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    as
    1. Bogers, Marcel & Hadar, Ronen & Bilberg, Arne, 2016. "Additive manufacturing for consumer-centric business models: Implications for supply chains in consumer goods manufacturing," Technological Forecasting and Social Change, Elsevier, vol. 102(C), pages 225-239.
    2. Almehdawe, Eman & Mantin, Benny, 2010. "Vendor managed inventory with a capacitated manufacturer and multiple retailers: Retailer versus manufacturer leadership," International Journal of Production Economics, Elsevier, vol. 128(1), pages 292-302, November.
    3. Arbabian, Mohammad E. & Wagner, Michael R., 2020. "The impact of 3D printing on manufacturer–retailer supply chains," European Journal of Operational Research, Elsevier, vol. 285(2), pages 538-552.
    4. Afshari, Hamid & Searcy, Cory & Jaber, Mohamad Y., 2020. "The role of eco-innovation drivers in promoting additive manufacturing in supply chains," International Journal of Production Economics, Elsevier, vol. 223(C).
    5. Poulin, Marc & Montreuil, Benoit & Martel, Alain, 2006. "Implications of personalization offers on demand and supply network design: A case from the golf club industry," European Journal of Operational Research, Elsevier, vol. 169(3), pages 996-1009, March.
    6. Maximilian Kunovjanek & Gerald Reiner, 2020. "How will the diffusion of additive manufacturing impact the raw material supply chain process?," International Journal of Production Research, Taylor & Francis Journals, vol. 58(5), pages 1540-1554, March.
    7. Junsong Bian & Kin Keung Lai & Zhongsheng Hua, 2017. "Service outsourcing under different supply chain power structures," Annals of Operations Research, Springer, vol. 248(1), pages 123-142, January.
    8. Jan Holmström & Matthias Holweg & Siavash H. Khajavi & Jouni Partanen, 2016. "The direct digital manufacturing (r)evolution: definition of a research agenda," Operations Management Research, Springer, vol. 9(1), pages 1-10, June.
    9. Julien Gardan, 2016. "Additive manufacturing technologies: state of the art and trends," International Journal of Production Research, Taylor & Francis Journals, vol. 54(10), pages 3118-3132, May.
    10. Yunguang Long & Jieyi Pan & Qinghui Zhang & Yingjie Hao, 2017. "3D printing technology and its impact on Chinese manufacturing," International Journal of Production Research, Taylor & Francis Journals, vol. 55(5), pages 1488-1497, March.
    11. Fogliatto, Flavio S. & da Silveira, Giovani J.C. & Borenstein, Denis, 2012. "The mass customization decade: An updated review of the literature," International Journal of Production Economics, Elsevier, vol. 138(1), pages 14-25.
    12. Rajiv Dewan & Bing Jing & Abraham Seidmann, 2003. "Product Customization and Price Competition on the Internet," Management Science, INFORMS, vol. 49(8), pages 1055-1070, August.
    13. Mojtaba Khorram Niaki & Fabio Nonino, 2017. "Additive manufacturing management: a review and future research agenda," International Journal of Production Research, Taylor & Francis Journals, vol. 55(5), pages 1419-1439, March.
    14. Martin Baumers & Luca Beltrametti & Angelo Gasparre & Richard Hague, 2017. "Informing additive manufacturing technology adoption: total cost and the impact of capacity utilisation," International Journal of Production Research, Taylor & Francis Journals, vol. 55(23), pages 6957-6970, December.
    15. Chan, Hing Kai & Griffin, James & Lim, Jia Jia & Zeng, Fangli & Chiu, Anthony S.F., 2018. "The impact of 3D Printing Technology on the supply chain: Manufacturing and legal perspectives," International Journal of Production Economics, Elsevier, vol. 205(C), pages 156-162.
    16. Wang, Jian & He, Shulin, 2022. "Optimal decisions of modularity, prices and return policy in a dual-channel supply chain under mass customization," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 160(C).
    17. Li Chen & Yao Cui & Hau L. Lee, 2021. "Retailing with 3D Printing," Production and Operations Management, Production and Operations Management Society, vol. 30(7), pages 1986-2007, July.
    18. Haim Mendelson & Ali K. Parlaktürk, 2008. "Product-Line Competition: Customization vs. Proliferation," Management Science, INFORMS, vol. 54(12), pages 2039-2053, December.
    19. Deqing Ma & Jinsong Hu & Weihao Wang, 2021. "Differential game of product–service supply chain considering consumers’ reference effect and supply chain members’ reciprocity altruism in the online-to-offline mode," Annals of Operations Research, Springer, vol. 304(1), pages 263-297, September.
    20. Um, Juneho & Lyons, Andrew & Lam, Hugo K.S. & Cheng, T.C.E. & Dominguez-Pery, Carine, 2017. "Product variety management and supply chain performance: A capability perspective on their relationships and competitiveness implications," International Journal of Production Economics, Elsevier, vol. 187(C), pages 15-26.
    21. Candi, Marina & Beltagui, Ahmad, 2019. "Effective use of 3D printing in the innovation process," Technovation, Elsevier, vol. 80, pages 63-73.
    22. Da Silveira, Giovani & Borenstein, Denis & Fogliatto, Flavio S., 2001. "Mass customization: Literature review and research directions," International Journal of Production Economics, Elsevier, vol. 72(1), pages 1-13, June.
    23. Heradio, Ruben & Perez-Morago, Hector & Alférez, Mauricio & Fernandez-Amoros, David & Alférez, Germán H., 2016. "Augmenting measure sensitivity to detect essential, dispensable and highly incompatible features in mass customization," European Journal of Operational Research, Elsevier, vol. 248(3), pages 1066-1077.
    24. Niladri B. Syam & Nanda Kumar, 2006. "On Customized Goods, Standard Goods, and Competition," Marketing Science, INFORMS, vol. 25(5), pages 525-537, September.
    25. Berman, Barry, 2012. "3-D printing: The new industrial revolution," Business Horizons, Elsevier, vol. 55(2), pages 155-162.
    26. Moon, Ilkyeong & Dey, Kartick & Saha, Subrata, 2018. "Strategic inventory: Manufacturer vs. retailer investment," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 109(C), pages 63-82.
    27. Knofius, N. & van der Heijden, M.C. & Zijm, W.H.M., 2019. "Consolidating spare parts for asset maintenance with additive manufacturing," International Journal of Production Economics, Elsevier, vol. 208(C), pages 269-280.
    28. Steven C. Salop, 1979. "Monopolistic Competition with Outside Goods," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 141-156, Spring.
    29. Frits K. Pil & Matthias Holweg, 2004. "Linking Product Variety to Order-Fulfillment Strategies," Interfaces, INFORMS, vol. 34(5), pages 394-403, October.
    30. Zuzana Soltysova & Slavomir Bednar, 2015. "Complexity Management In Terms Of Mass Customized Manufacturing," Polish Journal of Management Studies, Czestochowa Technical University, Department of Management, vol. 12(2), pages 139-149, December.
    31. Westerweel, Bram & Basten, Rob J.I. & van Houtum, Geert-Jan, 2018. "Traditional or Additive Manufacturing? Assessing Component Design Options through Lifecycle Cost Analysis," European Journal of Operational Research, Elsevier, vol. 270(2), pages 570-585.
    32. Kurata, Hisashi & Yao, Dong-Qing & Liu, John J., 2007. "Pricing policies under direct vs. indirect channel competition and national vs. store brand competition," European Journal of Operational Research, Elsevier, vol. 180(1), pages 262-281, July.
    33. Beltagui, Ahmad & Rosli, Ainurul & Candi, Marina, 2020. "Exaptation in a digital innovation ecosystem: The disruptive impacts of 3D printing," Research Policy, Elsevier, vol. 49(1).
    34. Lyons, Andrew Charles & Um, Juneho & Sharifi, Hossein, 2020. "Product variety, customisation and business process performance: A mixed-methods approach to understanding their relationships," International Journal of Production Economics, Elsevier, vol. 221(C).
    35. Wei-yu Kevin Chiang & Dilip Chhajed & James D. Hess, 2003. "Direct Marketing, Indirect Profits: A Strategic Analysis of Dual-Channel Supply-Chain Design," Management Science, INFORMS, vol. 49(1), pages 1-20, January.
    36. Baoshan Liu & Xu Guan & Yulan Wang, 2021. "Supplier Encroachment with Multiple Retailers," Production and Operations Management, Production and Operations Management Society, vol. 30(10), pages 3523-3539, October.
    37. Zhang, Xinyan & Huang, George Q., 2010. "Game-theoretic approach to simultaneous configuration of platform products and supply chains with one manufacturing firm and multiple cooperative suppliers," International Journal of Production Economics, Elsevier, vol. 124(1), pages 121-136, March.
    38. Andy A. Tsay & Narendra Agrawal, 2000. "Channel Dynamics Under Price and Service Competition," Manufacturing & Service Operations Management, INFORMS, vol. 2(4), pages 372-391, August.
    39. Arbabian, Mohammad E., 2022. "Supply Chain Coordination via Additive Manufacturing," International Journal of Production Economics, Elsevier, vol. 243(C).
    40. Hua, Guowei & Wang, Shouyang & Cheng, T.C.E., 2010. "Price and lead time decisions in dual-channel supply chains," European Journal of Operational Research, Elsevier, vol. 205(1), pages 113-126, August.
    41. Taleizadeh, Ata Allah & Moshtagh, Mohammad Sadegh & Vahedi-Nouri, Behdin & Sarkar, Biswajit, 2023. "New products or remanufactured products: Which is consumer-friendly under a closed-loop multi-level supply chain?," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    42. Kleer, Robin & Piller, Frank T., 2019. "Local manufacturing and structural shifts in competition: Market dynamics of additive manufacturing," International Journal of Production Economics, Elsevier, vol. 216(C), pages 23-34.
    43. Charisios Achillas & Dimitrios Tzetzis & Maria Olga Raimondo, 2017. "Alternative production strategies based on the comparison of additive and traditional manufacturing technologies," International Journal of Production Research, Taylor & Francis Journals, vol. 55(12), pages 3497-3509, June.
    44. Wong, Hartanto & Lesmono, Dharma, 2013. "On the evaluation of product customization strategies in a vertically differentiated market," International Journal of Production Economics, Elsevier, vol. 144(1), pages 105-117.
    45. Ningning Wang & Ting Zhang & Xiaojun Fan & Xiaoxuan Zhu, 2020. "Game theoretic analysis for advertising models in dual-channel supply chains," International Journal of Production Research, Taylor & Francis Journals, vol. 58(1), pages 256-270, January.
    46. Jia, Fu & Wang, Xiaofeng & Mustafee, Navonil & Hao, Liang, 2016. "Investigating the feasibility of supply chain-centric business models in 3D chocolate printing: A simulation study," Technological Forecasting and Social Change, Elsevier, vol. 102(C), pages 202-213.
    47. Yosep Oh & Chi Zhou & Sara Behdad, 2020. "The impact of build orientation policies on the completion time in two-dimensional irregular packing for additive manufacturing," International Journal of Production Research, Taylor & Francis Journals, vol. 58(21), pages 6601-6615, November.
    48. Fuguo Zhao & Desheng Wu & Liang Liang & Alexandre Dolgui, 2016. "Lateral inventory transshipment problem in online-to-offline supply chain," International Journal of Production Research, Taylor & Francis Journals, vol. 54(7), pages 1951-1963, April.
    49. Robert N. Boute & Stephen M. Disney & Joren Gijsbrechts & Jan A. Van Mieghem, 2022. "Dual Sourcing and Smoothing Under Nonstationary Demand Time Series: Reshoring with SpeedFactories," Management Science, INFORMS, vol. 68(2), pages 1039-1057, February.
    50. Weller, Christian & Kleer, Robin & Piller, Frank T., 2015. "Economic implications of 3D printing: Market structure models in light of additive manufacturing revisited," International Journal of Production Economics, Elsevier, vol. 164(C), pages 43-56.
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