International Journal of Production Economics最新文献_第3页

Climate policy uncertainty influences carbon emissions in the semiconductor industry 气候政策的不确定性影响半导体行业的碳排放

IF 9.8 1区工程技术

International Journal of Production Economics Pub Date : 2024-10-16 DOI: 10.1016/j.ijpe.2024.109436

Shulei Cheng , Yongtao Chen , Kexin Wang , Lijun Jia

{"title":"Climate policy uncertainty influences carbon emissions in the semiconductor industry","authors":"Shulei Cheng , Yongtao Chen , Kexin Wang , Lijun Jia","doi":"10.1016/j.ijpe.2024.109436","DOIUrl":"10.1016/j.ijpe.2024.109436","url":null,"abstract":"<div><div>Industry carbon emissions have been increasing, yet there remains a dearth of research on the impacts of climate policy uncertainty. This study first explored the effects of climate policy uncertainty on the carbon emissions of semiconductor enterprises. We employed the Bidirectional Encoder Representations from Transformers (BERT) model. We constructed a Chinese climate policy uncertainty index based on electronic news entries to match the enterprise panel data structure from 2011 to 2022. The results showed an increase in climate policy uncertainty, which helped to reduce semiconductor enterprises’ carbon emissions. This effect was primarily achieved via two pathways. First, climate policy uncertainty leads to companies facing stricter environmental requirements, and these companies will proactively increase their investment in environmental, social, and governance standards to cope with the potential risks. Second, climate policy uncertainty is often accompanied by shifts in government climate policy. Governments will provide green subsidies to enterprises to achieve their policy goals. Furthermore, the policy uncertainty for the semiconductor industry could amplify the reducing effect of climate policy uncertainty on the carbon emissions from semiconductor enterprises. Climate policy uncertainty has a greater impact on non-state-owned and smaller semiconductor enterprises. Our study provides a new way to measure climate policy uncertainty, finds a new perspective based on climate policy uncertainty for exploring the potential impacts of corporate carbon emission reductions, bridges the gap between previous studies on enterprise carbon reductions and climate policy uncertainty, and offers a new path for governments to manage industrial carbon emissions.</div></div>","PeriodicalId":14287,"journal":{"name":"International Journal of Production Economics","volume":"278 ","pages":"Article 109436"},"PeriodicalIF":9.8,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142531683","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Time-to-Adapt (TTA) 适应时间 (TTA)

IF 9.8 1区工程技术

International Journal of Production Economics Pub Date : 2024-10-16 DOI: 10.1016/j.ijpe.2024.109432

Mohsen Mosayebi , Michel Fathi , Mehrnaz Khalaj Hedayati , Dmitry Ivanov

{"title":"Time-to-Adapt (TTA)","authors":"Mohsen Mosayebi , Michel Fathi , Mehrnaz Khalaj Hedayati , Dmitry Ivanov","doi":"10.1016/j.ijpe.2024.109432","DOIUrl":"10.1016/j.ijpe.2024.109432","url":null,"abstract":"<div><div>Manufacturing operations rely heavily on external sources and supply chain (<span><math><mi>SC</mi></math></span>) networks, making them susceptible to material and operational risks. In response, manufacturers are investigating innovative strategies to enhance their adaptability and strengthen the resilience and viability of their value-creation systems. This shift has prompted an increased focus on integrating inherent adaptability while maintaining profitability and efficiency. Although indicators such as Time-to-Recover (<span><math><mi>TTR</mi></math></span>) and Time-to-Survive (<span><math><mi>TTS</mi></math></span>) are commonly employed to assess <span><math><mi>SC</mi></math></span> capabilities, the literature suggests that scholars and practitioners give less consideration to the internal factors of Mass Customization (<span><math><mi>MC</mi></math></span>) manufacturers and their influence on mitigating <span><math><mi>SC</mi></math></span> disruptions, particularly the Time-to-Adapt (<span><math><mi>TTA</mi></math></span>) indicator in manufacturing. This study utilizes a case study approach, complemented by a mathematical model, to analyze the role of <span><math><mi>TTA</mi></math></span> as a key internal controllable indicator within <span><math><mi>MC</mi></math></span> manufacturers and as an external controllable indicator for suppliers. The findings indicate that manufacturers can employ the <span><math><mi>TTA</mi></math></span> indicator to measure the adaptation period and enhance their adaptive capabilities. Moreover, it enables manufacturers to optimize profits by selecting viable production options in response to resource shortages.</div></div>","PeriodicalId":14287,"journal":{"name":"International Journal of Production Economics","volume":"278 ","pages":"Article 109432"},"PeriodicalIF":9.8,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142531798","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Choosing between additive and conventional manufacturing of spare parts: On the impact of failure rate uncertainties and the tools to reduce them 在零部件的增材制造和传统制造之间做出选择：故障率不确定性的影响及减少故障率不确定性的工具

IF 9.8 1区工程技术

International Journal of Production Economics Pub Date : 2024-10-16 DOI: 10.1016/j.ijpe.2024.109438

Mirco Peron , Antonio Maria Coruzzolo , Rob Basten , Nils Knofius , Francesco Lolli , Fabio Sgarbossa

{"title":"Choosing between additive and conventional manufacturing of spare parts: On the impact of failure rate uncertainties and the tools to reduce them","authors":"Mirco Peron , Antonio Maria Coruzzolo , Rob Basten , Nils Knofius , Francesco Lolli , Fabio Sgarbossa","doi":"10.1016/j.ijpe.2024.109438","DOIUrl":"10.1016/j.ijpe.2024.109438","url":null,"abstract":"<div><div>Recently, there has been great interest in using additive manufacturing (AM) to produce spare parts: allowing to produce spare parts with short lead times and close to the point of use, AM reduces the need for large inventories otherwise required by conventional manufacturing (CM) techniques to deal with intermittent spare parts demand. However, using AM to produce spare parts is limited by two main drawbacks: high production costs and uncertain failure rates arising from AM still being a relatively new production technique. While the former can be counterbalanced by inventory cost reductions, it is unclear how the latter impacts the sourcing option decision (i.e. AM or CM). We aim to fill this gap by studying a periodic review model in which spare parts demands follow a Poisson process. To make our analysis accurate and reliable, we leverage a material science approach to obtain realistic values for the failure rate uncertainties. From the results, it emerges that AM is heavily penalized by failure rate uncertainties much higher than those of CM. Consequently, we then focus on some recent tools developed to reduce AM failure rate uncertainties: porosity assessment and in-situ monitoring. We find that the failure rate uncertainty should be reduced by five and six percentage points to make it worthwhile to invest in porosity assessment and in-situ monitoring, respectively. Finally, we determine under which circumstances each tool is preferred over the other and found that porosity assessment is typically the most competitive uncertainty reduction tool.</div></div>","PeriodicalId":14287,"journal":{"name":"International Journal of Production Economics","volume":"278 ","pages":"Article 109438"},"PeriodicalIF":9.8,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142531800","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Digital servitization in digital enterprise: Leveraging digital platform capabilities to unlock data value 数字企业中的数字服务化：利用数字平台功能释放数据价值

IF 9.8 1区工程技术

International Journal of Production Economics Pub Date : 2024-10-11 DOI: 10.1016/j.ijpe.2024.109434

Yibo Jia , Li Cui , Jingqin Su , Lin Wu , Shahriar Akter , Ajay Kumar

{"title":"Digital servitization in digital enterprise: Leveraging digital platform capabilities to unlock data value","authors":"Yibo Jia , Li Cui , Jingqin Su , Lin Wu , Shahriar Akter , Ajay Kumar","doi":"10.1016/j.ijpe.2024.109434","DOIUrl":"10.1016/j.ijpe.2024.109434","url":null,"abstract":"<div><div>Existing research has not clearly defined digital platform capabilities or explained how they unlock data value, limiting the understanding of digital servitization in digital enterprises. Therefore, our study draws upon the Dynamic Capability Theory and employs an exploratory, in-depth single case study approach to bridge this research gap. We identify three key digital platform capabilities: data integration capability, data analytics capability, and data productization capability. Our results demonstrate that these capabilities function as “reservoirs,” “catalysts,” and “pipelines” in a specific iterative sequence to unlock data value, thereby facilitating the successful implementation of digital servitization in digital enterprises. Furthermore, these capabilities are interconnected, collectively forming a dynamic capability—digital platform capability—that unlocks data value by integrating and reconfiguring data resources. Additionally, we delineate the differences in digital servitization between digital enterprises and traditional manufacturers across three dimensions: motivation, key service design activities, and benefits. Our findings enrich the existing literature on digital platform capabilities and data value while expanding the research scope of digital servitization from the perspective of digital enterprises.</div></div>","PeriodicalId":14287,"journal":{"name":"International Journal of Production Economics","volume":"278 ","pages":"Article 109434"},"PeriodicalIF":9.8,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142531796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Managing resources for digital transformation in supply chain integration: The role of hybrid governance structures 为供应链整合中的数字化转型管理资源：混合治理结构的作用

IF 9.8 1区工程技术

International Journal of Production Economics Pub Date : 2024-10-10 DOI: 10.1016/j.ijpe.2024.109428

Cintia Wilke Franco , Guilherme Brittes Benitez , Paulo Renato de Sousa , Francisco José Kliemann Neto , Alejandro G. Frank

{"title":"Managing resources for digital transformation in supply chain integration: The role of hybrid governance structures","authors":"Cintia Wilke Franco , Guilherme Brittes Benitez , Paulo Renato de Sousa , Francisco José Kliemann Neto , Alejandro G. Frank","doi":"10.1016/j.ijpe.2024.109428","DOIUrl":"10.1016/j.ijpe.2024.109428","url":null,"abstract":"<div><div>Digital transformation (DT) plays a crucial role in shaping operations and supply chain management. Through real-time data sharing and automated decision-making systems, DT fosters supply chain integration (SCI), facilitated by key digital technologies like Internet of Things (IoT), cloud computing, big data, and artificial intelligence. Effective DT necessitates managing organizational digital resources encompassing technical domains such as software, hardware, and data science, alongside financial resources and managerial capabilities. Navigating the complexities of DT requires strategic decisions in supply chain governance regarding the management of these digital resources. While in-house development offers control and differentiation, it entails organizational and financial risks. Conversely, outsourcing digital activities reduces risks but increases technological dependence. Hybrid governance (concurrently sourcing in-house and outsourcing activities) presents a reconciliatory approach that can be valuable for DT in SCI. This study investigates the contribution of hybrid governance for DT, focusing on its effects on SCI and delivery performance. Through quantitative analysis of 379 manufacturing companies, our findings reveal that hybrid governance positively influences the digitalization of SCI and contributes to delivery performance through a digitalized SCI. Our research contributes to the theoretical understanding of hybrid governance in DT, offering insights into strategic digital resource management for SCI. It underscores the importance of balancing internal and external resources to optimize supply chain performance in the digital era.</div></div>","PeriodicalId":14287,"journal":{"name":"International Journal of Production Economics","volume":"278 ","pages":"Article 109428"},"PeriodicalIF":9.8,"publicationDate":"2024-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142419935","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Truthful multi-unit double auction with transaction costs and sellers’ changing marginal costs 有交易成本和卖方边际成本变化的真实多单位双重拍卖

IF 9.8 1区工程技术

International Journal of Production Economics Pub Date : 2024-10-05 DOI: 10.1016/j.ijpe.2024.109430

Jiantao Guo , Juliang Zhang , T.C.E. Cheng

{"title":"Truthful multi-unit double auction with transaction costs and sellers’ changing marginal costs","authors":"Jiantao Guo , Juliang Zhang , T.C.E. Cheng","doi":"10.1016/j.ijpe.2024.109430","DOIUrl":"10.1016/j.ijpe.2024.109430","url":null,"abstract":"<div><div>It is well-known that lots of sellers offer discounts for large orders because of decreasing marginal costs and large productive capacities. Then some procurement platforms provide ways for small buyers to cooperate with their procurements and get discounts from these sellers. Moreover, these transactions will incur pair-related transaction costs. Generally, buyers values and sellers’ costs are private information. Then a critical problem faced by the platforms is to induce the buyers (sellers) to reveal their values (costs) truthfully and to match the supplies and demands efficiently. To solve this problem, we design a multi-unit double auction mechanism based on the padding method where the buyers bid their values and the sellers submit their marginal costs of different quantities, and the platform selects the winners, allocates the transactions, and sets the transaction prices for both sides. We show that the mechanism is budget-balanced, individually rational, incentive-compatible, and asymptotically efficient. For the special case with zero transaction costs, we further simplify the mechanism and get some new findings. We further conduct numerical studies to compare our mechanism with four commonly used mechanisms to demonstrate its advantages and examine the impacts of some parameters on the performance of our mechanism. Finally, we consider the cases with general marginal cost structure as well as private quantity information, respectively.</div></div>","PeriodicalId":14287,"journal":{"name":"International Journal of Production Economics","volume":"278 ","pages":"Article 109430"},"PeriodicalIF":9.8,"publicationDate":"2024-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142419932","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Examining customer pressure and green supply chain management in emerging market: An institutional logics perspective 研究新兴市场的客户压力和绿色供应链管理：制度逻辑视角

IF 9.8 1区工程技术

International Journal of Production Economics Pub Date : 2024-10-05 DOI: 10.1016/j.ijpe.2024.109431

Ruoqi Geng , Shao Lin , Jing Dai

{"title":"Examining customer pressure and green supply chain management in emerging market: An institutional logics perspective","authors":"Ruoqi Geng , Shao Lin , Jing Dai","doi":"10.1016/j.ijpe.2024.109431","DOIUrl":"10.1016/j.ijpe.2024.109431","url":null,"abstract":"<div><div>Employing contingency and configuration approach, this study explores the role of institutional logics in the relationship between customers' green expectations and firms' adoption of green supply chain management (GSCM) practices. The results of a survey of 310 supplier companies in China, an important emerging market, provide the empirical evidence for the coexistence of multiple institutional logics that are divergent from and almost incompatible with firms' GSCM practices. The multiple logics impose different and conflicting effects on the adoption of GSCM practices when responding to customers’ expectations. Thus, decisions about the adoption of GSCM practices are complicated and contingent on institutional logics. Despite advances in GSCM and rising customer expectations concerning sustainability and the environment, firms still struggle to engage suppliers. This study illuminates how multiple and competing institutional logics play a role in this area. Our results suggest that firms with predominantly cost logic are less likely to engage with GSCM compared to those with market or regulative logics.</div></div>","PeriodicalId":14287,"journal":{"name":"International Journal of Production Economics","volume":"278 ","pages":"Article 109431"},"PeriodicalIF":9.8,"publicationDate":"2024-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142419934","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A sustainable semiconductor supply chain under regulation 监管下的可持续半导体供应链

IF 9.8 1区工程技术

International Journal of Production Economics Pub Date : 2024-10-05 DOI: 10.1016/j.ijpe.2024.109426

Talat S. Genc

{"title":"A sustainable semiconductor supply chain under regulation","authors":"Talat S. Genc","doi":"10.1016/j.ijpe.2024.109426","DOIUrl":"10.1016/j.ijpe.2024.109426","url":null,"abstract":"<div><div>Modern life would not exist without semiconductors as all electronic components used in computers, telecommunications, health care, transportation, and energy systems are equipped with chips. To examine both backward and forward activities in semiconductor industry, this paper formulates the industry as a closed-loop supply chain. It articulates how old semiconductors are processed and recycled to manufacture new silicon and chips, and examines the impact of a commonly applied subsidy scheme on the performance of semiconductor firms which operate in upstream and downstream layers of the industry. Specifically, the proposed semiconductor supply chain involves (i) a return function sensitive to monetary incentives; (ii) a subsidy legislation rewarding end-users for recycling; (iii) upstream industry where silicon is produced using virgin and scrap materials; (iv) downstream industry in which semiconductor manufacturers (such as TSMC, Samsung, Intel) buy silicon and other materials, hire workers, and then produce and sell chips. We characterize Stackelberg equilibrium silicon and semiconductor prices and outputs and calibrate model parameters using actual data to quantify the effects of subsidy and collection channels on silicon and semiconductor firms’ performance. We find that the subsidy scheme neither distorts firms’ strategies nor causes any inefficiency for the semiconductor industry. It stimulates circular economy activities and provides economic and environmental benefits.</div></div>","PeriodicalId":14287,"journal":{"name":"International Journal of Production Economics","volume":"278 ","pages":"Article 109426"},"PeriodicalIF":9.8,"publicationDate":"2024-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142419931","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The impact of big fund on the operational efficiency of semiconductor companies: Corporate social responsibility as a non-economic output 大基金对半导体公司运营效率的影响：作为非经济产出的企业社会责任

IF 9.8 1区工程技术

International Journal of Production Economics Pub Date : 2024-10-03 DOI: 10.1016/j.ijpe.2024.109429

Xin Yao , Jiajia Zhao

{"title":"The impact of big fund on the operational efficiency of semiconductor companies: Corporate social responsibility as a non-economic output","authors":"Xin Yao , Jiajia Zhao","doi":"10.1016/j.ijpe.2024.109429","DOIUrl":"10.1016/j.ijpe.2024.109429","url":null,"abstract":"<div><div>This study contributes to research on the total factor operational efficiency of the semiconductor company considering corporate social responsibility (CSR) by proposing a novel integer-valued nonparametric frontier method. This method adopts an endogenous directional distance function, which first selects the benchmark and then endogenously determines the directional vector. Avoiding the issue of non-integer slack adjustment increases the convenience of formulating incentive plans and calculating efficiency. We apply this method to the input–output data of 185 listed Chinese semiconductor companies from 2010 to 2022, considering integer-valued CSR as non-economic output. Global Malmquist productivity index analysis shows that the average total factor operational efficiency of companies that received investment from the National Integrated Circuit Industry Investment Fund (Big Fund) increased by 6.9%. Using the econometric technique, we verify that the total factor operational efficiency of semiconductor companies receiving Big Fund investment increased by 0.084 compared to those without Big Fund investment. Heterogeneity analysis showed that the effect of Big Fund was more significant in improving the total factor operational efficiency of state-owned, new, and non-integrated circuit semiconductor companies, implying the necessity of purposeful investment policies for the Big Fund.</div></div>","PeriodicalId":14287,"journal":{"name":"International Journal of Production Economics","volume":"278 ","pages":"Article 109429"},"PeriodicalIF":9.8,"publicationDate":"2024-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142419933","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The bright and dark sides of servitization under extended producer responsibility 生产者延伸责任下服务化的光明与黑暗面

IF 9.8 1区工程技术

International Journal of Production Economics Pub Date : 2024-09-30 DOI: 10.1016/j.ijpe.2024.109416

Minyue Jin , Baoyong Li , Xiaoxu Chen , Lipan Feng

{"title":"The bright and dark sides of servitization under extended producer responsibility","authors":"Minyue Jin , Baoyong Li , Xiaoxu Chen , Lipan Feng","doi":"10.1016/j.ijpe.2024.109416","DOIUrl":"10.1016/j.ijpe.2024.109416","url":null,"abstract":"<div><div>Servitization has gained popularity with its concept of selling the functionality or use of a product rather than the product itself. However, the implications of EPR under servitization scenarios are not straightforward. On the one hand, servitization allows the manufacturer to retain ownership of the product, which mitigates the need for costly buyback procedures when the manufacturer is required to repurchase the end-of-use product under EPR. On the other hand, servitization expands the demand of consumers by allowing those who cannot afford the product to still use it by paying per use, thereby increasing the costs for manufacturers when it comes to recycling the product. To investigate the impact of EPR on servitization, we incorporate three distinct characteristics into the model: (i) pay-per-use pricing, (ii) the retention of product ownership, and (iii) repurchasing the end product due to EPR. The manufacturer strategically chooses among the pure sales model, servitization model, or a hybrid model that includes both options. Our findings indicate that without EPR, the manufacturer consistently prefers a hybrid model, as it provides better segmentation of different consumers. However, with EPR, the manufacturer will choose the pure sales model when the recycling rate is sufficiently high. Moreover, we find stringent EPR regulations with higher recycling rate may have negative environmental consequences. Based on these results, we emphasize the need for policymakers to carefully consider and set recycling rate.</div></div>","PeriodicalId":14287,"journal":{"name":"International Journal of Production Economics","volume":"278 ","pages":"Article 109416"},"PeriodicalIF":9.8,"publicationDate":"2024-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142419930","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0