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Managing the quality-speed tradeoff in blockchain-supported healthcare diagnostic services

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  • Sun, Mingyao
  • Chai, Qiangfei
  • Ng, Chi To

Abstract

Healthcare systems suffer from misdiagnosis and high congestion. Hospitals and diagnostic service centers need to weigh the benefits of running an additional test to improve the diagnostic accuracy (service quality) against the cost of the overall delay to the patients (service speed). Blockchain can improve the average service rate (i.e., accelerating effect) and reduce the misdiagnosis concerns. This paper develops strategic queuing models to investigate the operational impacts of blockchain on the quality-speed tradeoff and price decisions of a diagnostic service center. We first compare the service center's equilibrium decisions between cases in which blockchain is (or is not) implemented. Then, we investigate how the service equilibrium changes by introducing patient heterogeneity that results from a proportion of patients not wishing to use blockchain in practice. We show that, in the absence of patient heterogeneity, blockchain may not necessarily improve the service quality or the service price but certainly decreases system congestion and improves the effective demand. However, in the presence of patient heterogeneity, we find that although blockchain is beneficial to improving the service rate, the diagnostic service system tends to be more congested when the accelerating effect becomes more obvious.

Suggested Citation

  • Sun, Mingyao & Chai, Qiangfei & Ng, Chi To, 2023. "Managing the quality-speed tradeoff in blockchain-supported healthcare diagnostic services," Omega, Elsevier, vol. 120(C).
  • Handle: RePEc:eee:jomega:v:120:y:2023:i:c:s0305048323000750
    DOI: 10.1016/j.omega.2023.102911
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    as
    1. Zhou, Cuihua & Lan, Yanfei & Li, Weifeng & Zhao, Ruiqing, 2022. "Medicare policies in a two-Tier healthcare system with overtreatment," Omega, Elsevier, vol. 109(C).
    2. Wang, Jian-Jun & Zhang, Xinmou & Shi, Jim Junmin, 2023. "Hospital dual-channel adoption decisions with telemedicine referral and misdiagnosis," Omega, Elsevier, vol. 119(C).
    3. Choi, Tsan-Ming, 2019. "Blockchain-technology-supported platforms for diamond authentication and certification in luxury supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 128(C), pages 17-29.
    4. Linda Green, 2006. "Queueing Analysis in Healthcare," International Series in Operations Research & Management Science, in: Randolph W. Hall (ed.), Patient Flow: Reducing Delay in Healthcare Delivery, chapter 0, pages 281-307, Springer.
    5. Xiaofang Wang & Qi Wu & Guoming Lai & Alan Scheller‐Wolf, 2019. "Offering Discretionary Healthcare Services with Medical Consumption," Production and Operations Management, Production and Operations Management Society, vol. 28(9), pages 2291-2304, September.
    6. 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).
    7. Wang, Haiyan & Olsen, Tava Lennon & Shalpegin, Timofey, 2022. "Demand Postponement with Strategic Service Customers," Omega, Elsevier, vol. 107(C).
    8. Xin Li & Pengfei Guo & Zhaotong Lian, 2016. "Quality-Speed Competition in Customer-Intensive Services with Boundedly Rational Customers," Production and Operations Management, Production and Operations Management Society, vol. 25(11), pages 1885-1901, November.
    9. Tinglong Dai & Shubhranshu Singh, 2020. "Conspicuous by Its Absence: Diagnostic Expert Testing Under Uncertainty," Marketing Science, INFORMS, vol. 39(3), pages 540-563, May.
    10. Saed Alizamir & Francis de Véricourt & Peng Sun, 2013. "Diagnostic Accuracy Under Congestion," Management Science, INFORMS, vol. 59(1), pages 157-171, December.
    11. Wu, Xiangxiang & Zha, Yong & Ling, Liuyi & Yu, Yugang, 2022. "Competing OEMs’ responses to a developer's services installation and strategic update of platform quality," European Journal of Operational Research, Elsevier, vol. 297(2), pages 545-559.
    12. Büşra Ergün‐Şahin & Evrim Didem Güneş & Ayşe Kocabıyıkoğlu & Ahmet Keskin, 2022. "How does workload affect test ordering behavior of physicians? An empirical investigation," Production and Operations Management, Production and Operations Management Society, vol. 31(6), pages 2664-2680, June.
    13. Zhang, Tianyu & Dong, Peiwu & Chen, Xiangfeng & Gong, Yu, 2023. "The impacts of blockchain adoption on a dual-channel supply chain with risk-averse members," Omega, Elsevier, vol. 114(C).
    14. Niu, Baozhuang & Xu, Haotao & Dai, Zhipeng, 2022. "Check Only Once? Health Information Exchange between Competing Private Hospitals," Omega, Elsevier, vol. 107(C).
    15. Li, Zhong-Ping & Chang, Aichih (Jasmine) & Zou, Zongbao, 2023. "Design mechanism to coordinate a hierarchical healthcare system: Patient subsidy vs. capacity investment," Omega, Elsevier, vol. 118(C).
    16. Chunyang Tong & Mahesh Nagarajan & Yuan Cheng, 2016. "Operational Impact of Service Innovations in Multi-Step Service Systems," Production and Operations Management, Production and Operations Management Society, vol. 25(5), pages 833-848, May.
    17. Pazoki, Mostafa & Samarghandi, Hamed, 2021. "Regulating patient care in walk-in clinics," Omega, Elsevier, vol. 99(C).
    18. Aloini, Davide & Benevento, Elisabetta & Stefanini, Alessandro & Zerbino, Pierluigi, 2023. "Transforming healthcare ecosystems through blockchain: Opportunities and capabilities for business process innovation," Technovation, Elsevier, vol. 119(C).
    19. Tinglong Dai & Mustafa Akan & Sridhar Tayur, 2017. "Imaging Room and Beyond: The Underlying Economics Behind Physicians’ Test-Ordering Behavior in Outpatient Services," Manufacturing & Service Operations Management, INFORMS, vol. 19(1), pages 99-113, February.
    20. Xiaofang Wang & Laurens G. Debo & Alan Scheller-Wolf & Stephen F. Smith, 2010. "Design and Analysis of Diagnostic Service Centers," Management Science, INFORMS, vol. 56(11), pages 1873-1890, November.
    21. Mingyao Sun & Feng Wu & Sisi Zhao, 2020. "Machine diagnostic service centre design under imperfect diagnosis with uncertain error cost consideration," International Journal of Production Research, Taylor & Francis Journals, vol. 58(10), pages 3015-3035, May.
    22. Shengli Li & Hsing Kenneth Cheng & Yong Jin, 2018. "Optimal Distribution Strategy for Enterprise Software: Retail, SaaS, or Dual Channel?," Production and Operations Management, Production and Operations Management Society, vol. 27(11), pages 1928-1939, November.
    23. Xu, Xiaoping & Yan, Luling & Choi, Tsan-Ming & Cheng, T.C.E., 2023. "When Is It Wise to Use Blockchain for Platform Operations with Remanufacturing?," European Journal of Operational Research, Elsevier, vol. 309(3), pages 1073-1090.
    24. 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.
    25. Sun, Mingyao & Ng, Chi To & Wu, Feng & Cheng, T.C.E., 2022. "Optimization of after-sales services with spare parts consumption and repairman travel," International Journal of Production Economics, Elsevier, vol. 244(C).
    26. Cao, Yifan & Shen, Bin, 2022. "Adopting blockchain technology to block less sustainable products’ entry in global trade," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 161(C).
    27. Tinglong Dai & Mustafa Akan & Sridhar Tayur, 2017. "Imaging Room and Beyond: The Underlying Economics Behind Physicians’ Test-Ordering Behavior in Outpatient Services," Manufacturing & Service Operations Management, INFORMS, vol. 19(1), pages 99-113, February.
    28. Niu, Baozhuang & Dong, Jian & Liu, Yaoqi, 2021. "Incentive alignment for blockchain adoption in medicine supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 152(C).
    29. Krishnan S. Anand & M. Faz{i}l Paç & Senthil Veeraraghavan, 2011. "Quality-Speed Conundrum: Trade-offs in Customer-Intensive Services," Management Science, INFORMS, vol. 57(1), pages 40-56, January.
    30. Kurz, Julian, 2016. "Capacity planning for a maintenance service provider with advanced information," European Journal of Operational Research, Elsevier, vol. 251(2), pages 466-477.
    31. Pengfei Guo & Christopher S. Tang & Yulan Wang & Ming Zhao, 2019. "The Impact of Reimbursement Policy on Social Welfare, Revisit Rate, and Waiting Time in a Public Healthcare System: Fee-for-Service Versus Bundled Payment," Service Science, INFORMS, vol. 21(1), pages 154-170, January.
    32. Zhang, Jianqiang & Cao, Qingning & He, Xiuli, 2019. "Contract and product quality in platform selling," European Journal of Operational Research, Elsevier, vol. 272(3), pages 928-944.
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