{"title":"Mitigating yield uncertainty from the perspectives of contract manufacturing and technology licensing","authors":"","doi":"10.1016/j.cie.2024.110515","DOIUrl":null,"url":null,"abstract":"<div><p>In the low-carbon environment, green manufacturing by manufacturers often requires upstream to provide precision components. However, the lack of production experience of high-tech upstream leads to yield uncertainty. To explore the impact of yield uncertainty on green supply chain operations and analyze its solution, we propose a contract manufacturing mode with technology licensing and further consider pricing licensing or production licensing. The Stackelberg game is employed to construct these three models and a benchmark model without contract manufacturing. Moreover, we discuss the supplier’s mode preference by numerical analysis. Our findings reveal that the contract manufacturing mode with technology licensing mitigates the detrimental influence of yield uncertainty, boosting supplier profitability by 49.00% and manufacturer profitability by 61.76% when the expected yield rate is small or the expected yield rate is large with a small yield fluctuation. Furthermore, when both expected yield rate and profit-sharing ratio are low, increased yield fluctuation predominantly affects the downstream, whereas a win–win–win situation can be achieved through increased profit-sharing ratio. Additionally, compared with contract manufacturing mode with technology licensing, additional pricing licensing or production licensing augments supplier profitability by more than 10.56% in certain cases. Interestingly, improving production efficiency may not enhance the contract manufacturer profitability in both modes due to potential trade-offs with competition and the high cost. This paper contributes to the development of contract manufacturing policies, guiding suppliers and contract manufacturers towards achieving synergetic economic and environmental development. Future research could examine the applicability of the proposed contract manufacturing mode in various industries or identify additional factors affecting supplier profitability.</p></div>","PeriodicalId":55220,"journal":{"name":"Computers & Industrial Engineering","volume":null,"pages":null},"PeriodicalIF":6.7000,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers & Industrial Engineering","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0360835224006363","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0
Abstract
In the low-carbon environment, green manufacturing by manufacturers often requires upstream to provide precision components. However, the lack of production experience of high-tech upstream leads to yield uncertainty. To explore the impact of yield uncertainty on green supply chain operations and analyze its solution, we propose a contract manufacturing mode with technology licensing and further consider pricing licensing or production licensing. The Stackelberg game is employed to construct these three models and a benchmark model without contract manufacturing. Moreover, we discuss the supplier’s mode preference by numerical analysis. Our findings reveal that the contract manufacturing mode with technology licensing mitigates the detrimental influence of yield uncertainty, boosting supplier profitability by 49.00% and manufacturer profitability by 61.76% when the expected yield rate is small or the expected yield rate is large with a small yield fluctuation. Furthermore, when both expected yield rate and profit-sharing ratio are low, increased yield fluctuation predominantly affects the downstream, whereas a win–win–win situation can be achieved through increased profit-sharing ratio. Additionally, compared with contract manufacturing mode with technology licensing, additional pricing licensing or production licensing augments supplier profitability by more than 10.56% in certain cases. Interestingly, improving production efficiency may not enhance the contract manufacturer profitability in both modes due to potential trade-offs with competition and the high cost. This paper contributes to the development of contract manufacturing policies, guiding suppliers and contract manufacturers towards achieving synergetic economic and environmental development. Future research could examine the applicability of the proposed contract manufacturing mode in various industries or identify additional factors affecting supplier profitability.
期刊介绍:
Computers & Industrial Engineering (CAIE) is dedicated to researchers, educators, and practitioners in industrial engineering and related fields. Pioneering the integration of computers in research, education, and practice, industrial engineering has evolved to make computers and electronic communication integral to its domain. CAIE publishes original contributions focusing on the development of novel computerized methodologies to address industrial engineering problems. It also highlights the applications of these methodologies to issues within the broader industrial engineering and associated communities. The journal actively encourages submissions that push the boundaries of fundamental theories and concepts in industrial engineering techniques.