IDEAS home Printed from https://ideas.repec.org/a/spr/annopr/v342y2024i2d10.1007_s10479-022-04712-5.html
   My bibliography  Save this article

Can government policies help to achieve the pollutant emissions information disclosure target in the Industry 4.0 era?

Author

Listed:
  • Tsan-Ming Choi

    (University of Liverpool Management School)

  • Tana Siqin

    (Lingnan University)

Abstract

In the Industry 4.0 era, manufacturers commonly adopt digital technologies such as Internet of Things (IoT) and blockchain technology to improve information disclosure. In this paper, we focus on how the government can properly set an extended producer responsibility (EPR) policy (penalty or subsidy) and impose it on the manufacturer to entice the manufacturer to set the optimal pollutant emissions information disclosure (PEID) level which maximizes the social welfare. In the basic model, we build a simple consumer utility based stylized analytical model. We first derive from the government perspective the social welfare function and obtain the closed-form expression of the optimal level of PEID. Then, we explore the manufacturer’s problem on PEID under the EPR policy. We show how the EPR policy can be set so that the government can entice the manufacturer to set the PEID level which maximizes the social welfare. We also uncover the factors governing the EPR policy, and show the situations under which the EPR policy is in fact a subsidy scheme (i.e., the government sponsors the manufacturer). To derive more insights and check for robustness, we extend the basic model in a number of ways, namely (i) the situation when the manufacturer is risk sensitive, (ii) the case with the extended consumer responsibility (ECR) policy, (iii) the scenario when there is a per unit PEID level dependent operating cost (i.e., a variable cost), and (iv) the case when the platform is not supported by blockchain. We find that the form of EPR policy and the qualitative insights remain valid for the cases when the manufacturer is risk sensitive and there is a PEID level dependent operating cost. Interestingly, we uncover that, unlike the EPR policy, the use of ECR policy fails to help.

Suggested Citation

  • Tsan-Ming Choi & Tana Siqin, 2024. "Can government policies help to achieve the pollutant emissions information disclosure target in the Industry 4.0 era?," Annals of Operations Research, Springer, vol. 342(2), pages 1129-1147, November.
  • Handle: RePEc:spr:annopr:v:342:y:2024:i:2:d:10.1007_s10479-022-04712-5
    DOI: 10.1007/s10479-022-04712-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10479-022-04712-5
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10479-022-04712-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. T. V. Krishna Mohan & R. K. Amit, 2020. "Dismantlers’ dilemma in end-of-life vehicle recycling markets: a system dynamics model," Annals of Operations Research, Springer, vol. 290(1), pages 591-619, July.
    2. Jiayi Joey Yu & Christopher S. Tang & Zuo-Jun Max Shen, 2018. "Improving Consumer Welfare and Manufacturer Profit via Government Subsidy Programs: Subsidizing Consumers or Manufacturers?," Manufacturing & Service Operations Management, INFORMS, vol. 20(4), pages 752-766, October.
    3. Choi, Tsan-Ming & Feng, Lipan & Li, Rong, 2020. "Information disclosure structure in supply chains with rental service platforms in the blockchain technology era," International Journal of Production Economics, Elsevier, vol. 221(C).
    4. Tsan‐Ming Choi & Subodha Kumar & Xiaohang Yue & Hau‐Ling Chan, 2022. "Disruptive Technologies and Operations Management in the Industry 4.0 Era and Beyond," Production and Operations Management, Production and Operations Management Society, vol. 31(1), pages 9-31, January.
    5. Guo Li & Ming K. Lim & Zhaohua Wang, 2020. "Stakeholders, green manufacturing, and practice performance: empirical evidence from Chinese fashion businesses," Annals of Operations Research, Springer, vol. 290(1), pages 961-982, July.
    6. Pietro De Giovanni & Georges Zaccour, 2022. "A selective survey of game-theoretic models of closed-loop supply chains," Annals of Operations Research, Springer, vol. 314(1), pages 77-116, July.
    7. Choi, Tsan-Ming & Guo, Shu & Liu, Na & Shi, Xiutian, 2020. "Optimal pricing in on-demand-service-platform-operations with hired agents and risk-sensitive customers in the blockchain era," European Journal of Operational Research, Elsevier, vol. 284(3), pages 1031-1042.
    8. Bai, Qingguo & Xu, Jianteng & Gong, Yeming & Chauhan, Satyaveer S., 2022. "Robust decisions for regulated sustainable manufacturing with partial demand information: Mandatory emission capacity versus emission tax," European Journal of Operational Research, Elsevier, vol. 298(3), pages 874-893.
    9. Tian, Fang & Sošić, Greys & Debo, Laurens, 2020. "Stable recycling networks under the Extended Producer Responsibility," European Journal of Operational Research, Elsevier, vol. 287(3), pages 989-1002.
    10. Wen, Xin & Siqin, Tana, 2020. "How do product quality uncertainties affect the sharing economy platforms with risk considerations? A mean-variance analysis," International Journal of Production Economics, Elsevier, vol. 224(C).
    11. Sheu, Jiuh-Biing & Choi, Tsan-Ming, 2019. "Extended consumer responsibility: Syncretic value-oriented pricing strategies for trade-in-for-upgrade programs," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 350-367.
    12. Li, Guo & Wu, Huamin & Sethi, Suresh P. & Zhang, Xiang, 2021. "Contracting green product supply chains considering marketing efforts in the circular economy era," International Journal of Production Economics, Elsevier, vol. 234(C).
    13. Morvarid Rahmani & Luyi Gui & Atalay Atasu, 2021. "The Implications of Recycling Technology Choice on Extended Producer Responsibility," Production and Operations Management, Production and Operations Management Society, vol. 30(2), pages 522-542, February.
    14. Jonathan Chemama & Maxime C. Cohen & Ruben Lobel & Georgia Perakis, 2019. "Consumer Subsidies with a Strategic Supplier: Commitment vs. Flexibility," Management Science, INFORMS, vol. 65(2), pages 681-713, February.
    15. Lin, Xiaogang & Chen, Danna & Zhou, Yong-Wu & Lin, Qiang, 2022. "Horizontal mergers in low carbon manufacturing," European Journal of Operational Research, Elsevier, vol. 297(1), pages 359-368.
    16. Govindan, Kannan & Soleimani, Hamed & Kannan, Devika, 2015. "Reverse logistics and closed-loop supply chain: A comprehensive review to explore the future," European Journal of Operational Research, Elsevier, vol. 240(3), pages 603-626.
    17. Maxime C. Cohen & Ruben Lobel & Georgia Perakis, 2016. "The Impact of Demand Uncertainty on Consumer Subsidies for Green Technology Adoption," Management Science, INFORMS, vol. 62(5), pages 1235-1258, May.
    18. Yongjian Li & Qianzhou Deng & Chi Zhou & Lipan Feng, 2020. "Environmental governance strategies in a two-echelon supply chain with tax and subsidy interactions," Annals of Operations Research, Springer, vol. 290(1), pages 439-462, July.
    19. Chiara Magrini & Jana Nicolas & Holger Berg & Alberto Bellini & Enrico Paolini & Nazarena Vincenti & Luca Campadello & Alessandra Bonoli, 2021. "Using Internet of Things and Distributed Ledger Technology for Digital Circular Economy Enablement: The Case of Electronic Equipment," Sustainability, MDPI, vol. 13(9), pages 1-19, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Pietro De Giovanni & Vinay Ramani, 2023. "A Selected Survey of Game Theory Models with Government Schemes to Support Circular Economy Systems," Sustainability, MDPI, vol. 16(1), pages 1-29, December.
    2. Zhiwen Li & Xianhao Xu & Qingguo Bai & Cheng Chen, 2023. "Optimal joint decision of information disclosure and ordering in a blockchain-enabled luxury supply chain," Annals of Operations Research, Springer, vol. 329(1), pages 1263-1314, October.
    3. Hua Wang & Cuicui Wang, 2024. "Agricultural manufacturers’ carbon abatement oriented to government subsidy and sales efforts," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(2), pages 4335-4363, February.
    4. Zhou, Jiayu & Li, Yina & Ye, Fei & Zhao, Xiande & Tong, Yang & Guo, Hangfei, 2024. "Single rollover or dual rollover: How a monopoly NEV manufacturer responds to NEV credit policy," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 191(C).
    5. Tsan-Ming Choi, 2023. "Supply chain financing using blockchain: impacts on supply chains selling fashionable products," Annals of Operations Research, Springer, vol. 331(1), pages 393-415, December.
    6. Niu, Baozhuang & Ruan, Yiyuan & Xu, Haotao, 2023. "Turn a blind eye? E-tailer's blockchain participation considering upstream competition between copycats and brands," International Journal of Production Economics, Elsevier, vol. 265(C).
    7. Brozynski, Max T. & Leibowicz, Benjamin D., 2022. "A multi-level optimization model of infrastructure-dependent technology adoption: Overcoming the chicken-and-egg problem," European Journal of Operational Research, Elsevier, vol. 300(2), pages 755-770.
    8. Zhou, Yanju & Che, Yuan, 2021. "Research on Government Logistics Subsidies for Poverty Alleviation with Non-uniform Distribution of Consumers," Omega, Elsevier, vol. 104(C).
    9. Li, Qingying & Ma, Manqiong & Shi, Tianqin & Zhu, Chen, 2022. "Green investment in a sustainable supply chain: The role of blockchain and fairness," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 167(C).
    10. Shen, Bin & Xu, Xiaoyan & Yuan, Quan, 2020. "Selling secondhand products through an online platform with blockchain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    11. Cao, Kaiying & Su, Yunyi & Han, Guoxin & Choi, Tsan-Ming, 2022. "Is it wise to offer rebates for unused extended warranties under trade-in programs in supply chains?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 167(C).
    12. Choi, Tsan-Ming & Siqin, Tana, 2022. "Blockchain in logistics and production from Blockchain 1.0 to Blockchain 5.0: An intra-inter-organizational framework," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 160(C).
    13. Liu, Shuai & Hua, Guowei & Kang, Yuxuan & Edwin Cheng, T.C. & Xu, Yadong, 2022. "What value does blockchain bring to the imported fresh food supply chain?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 165(C).
    14. Guo, Yan & Yu, Xinning & Zhou, Caifeng & Lyu, Gaoyan, 2021. "Government subsidies for preventing supply disruption when the supplier has an outside option under competition," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 147(C).
    15. Niu, Baozhuang & Xu, Haotao & Chen, Lei, 2022. "Creating all-win by blockchain in a remanufacturing supply chain with consumer risk-aversion and quality untrust," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 163(C).
    16. Tiwari, Sunil & Sharma, Pankaj & Choi, Tsan-Ming & Lim, Andrew, 2023. "Blockchain and third-party logistics for global supply chain operations: Stakeholders’ perspectives and decision roadmap," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 170(C).
    17. Shan Liu & Caiquan Duan & Jinyou Qiao & Yan Sun, 2025. "Manufacturer's cooperative recycling strategies considering the negative externality of unrecycled products: Non‐cooperative, fund‐cooperative, or labour‐cooperative," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(1), pages 201-221, January.
    18. Liu, Xingfen & Zhou, Zhongbao & Zhong, Feimin & Hu, Minhui, 2024. "Resolving the information reliability issue in live streaming through blockchain adoption," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 189(C).
    19. Longfei He & Xiao Zhang & Baofeng Huo & Yang Zhang, 2025. "Platform pricing and blockchain adoption for capacity sharing with cross-network externality and supply risk," Annals of Operations Research, Springer, vol. 344(2), pages 793-823, January.
    20. Chu, Xiang & Wang, Rui & Lin, Yan & Li, Yantong, 2022. "Building trust in online trade-in programs with a blockchain-enabled system," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:annopr:v:342:y:2024:i:2:d:10.1007_s10479-022-04712-5. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.