题名

區塊鏈技術應用於健康資料治理之效益、困境與挑戰

并列篇名

Benefits, Dilemmas and Challenges in the Application of Blockchain in Health Data Governance

DOI

10.30177/JLISR.202312_18(1).0004

作者

李沛錞(Pei-Chun Lee)；林姿妤(Tzu-Yu Lin)

关键词

區塊鏈技術 ； 資料治理 ； 生態系統觀點 ； 健康資料治理 ； Blockchain Technology ； Data Governance ； Ecosystem Perspective ； Electronic Health Record

期刊名称

圖書資訊學研究

卷期/出版年月

18卷1期（2022 / 12 / 01）

页次

129 - 174

内容语文

繁體中文;英文
中文摘要

本研究旨於探討區塊鏈技術應用於健康資料治理之效益、困境與挑戰，以生態系統觀點、立基於資料生態系統理論，針對國內產業與國外標竿組織進行個案分析，輔以專家深度訪談，分別由科技構面與治理構面深入探討區塊鏈技術應用於健康資料治理在組織與產業層級所產生之影響。本研究發現，區塊鏈技術的導入應建立於現有技術之上，同時考量患者、醫療服務提供者、醫療科技公司、研究機構與政府等利害關係人對於健康資料與醫療服務的需求。並且基於嚴謹的資料治理架構進行系統開發，以降低資料維護及勘誤成本，進而提升資料品質，方能有效帶動醫療區塊鏈生態系統之發展。
英文摘要

This study aims to: (1) Explore the benefits, dilemmas and challenges of applying blockchain technology to health data governance; (2) Explore the actual impacts of applying blockchain technology to health data governance. This study applies the perspectives of organizational governance as well as technology to achieve the research objectives. Case studies and in-depth interviews were conducted to grasp the possible changes and formulate strategies early. The results of the study indicate that different levels of organizations apply blockchain technology to health data governance, which generate different benefits, they will also face dilemmas and challenges accordingly. Furthermore, the implementation of blockchain technology can make breakthroughs in health data governance and technology management of the global medical industry, and drive the expansion of medical blockchain ecosystem. It also offers numerous opportunities for usage in the healthcare sector, e.g., in public health management, user-oriented medical research based on personal patient data as well as drug counterfeiting. These advances also pose significant data governance challenges for ensuring value for individual, organizational, and societal stakeholders as well as individual privacy and autonomy.
主题分类 人文學 > 圖書資訊學
社會科學 > 傳播學
参考文献
  1. Abraham, R.,Schneider, J.,Brocke, J. V.(2019).Data governance: A conceptual framework, structured review, and research agenda.International Journal of Information Management,49,424-438.
  2. Abu-elezz, I.,Hassan, A.,Nazeemudeen, A.,Househ, M.,Abd-alrazaq, A.(2020).The benefits and threats of blockchain technology in healthcare: A scoping review.International Journal of Medical Informatics,142,104246.
  3. Ahmed, S. R.,Amer, M. M.,Killawi, A.(2017).The ecosystems perspective in social work: Implications for culturally competent practice with American Muslims.Journal of Religion & Spirituality in Social Work: Social Thought,36(1-2),48-72.
  4. Ahram, T.,Sargolzaei, A.,Sargolzaei, S.,Daniels, J.,Amaba, B.(2017).Blockchain technology innovations.2017 IEEE Technology & Engineering Management Conference (TEMSCON),Santa Clara, CA:
  5. Alhassan, I.,Sammon, D.,Daly, M.(2016).Data governance activities: An analysis of the literature.Journal of Decision Systems,25(Suppl. 1),64-75.
  6. Ali, S. R.,Bryce, J.,Tan, L. E.,Hiort, O.,Pereira, A. M.,van den Akker, E. L. T.,Ahmed, S. F.(2020).The EuRRECa project as a model for data access and governance policies for rare disease registries that collect clinical outcomes.International Journal of Environmental Research and Public Health,17(23),8743.
  7. Androulaki, E.,Circiumaru, I.,Vico, J. D.,Prada, M.,Sorniotti, A.,Stoecklin, M.,Wallace, M.(2021).,未出版
  8. Arellano, A. M.,Dai, W.,Wang, S.,Jiang, X.,Ohno-Machado, L.(2018).Privacy policy and technology in biomedical data science.Annual Review of Biomedical Data Science,1,115-129.
  9. Attaran, M.(2022).Blockchain technology in healthcare: Challenges and opportunities.International Journal of Healthcare Management,15(1),70-83.
  10. Attaran, M.,Gunasekaran, A.(2019).Blockchain-enabled technology: The emerging technology set to reshape and decentralise many industries.International Journal of Applied Decision Sciences,12(4),424-444.
  11. Attard, J.,Orlandi, F.,Auer, S.(2016).Data value networks: Enabling a new data ecosystem.2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI),Omaha, NE:
  12. Bloomrosen, M.,Berner, E. S.(2018).Findings from 2017 on health information management.Yearbook of Medical Informatics,27(01),67-73.
  13. Bourne, P. E.,Lorsch, J. R.,Green, E. D.(2015).Perspective: Sustaining the big-data ecosystem.Nature,527(7576),S16-S17.
  14. Case, D. O.(2007).Looking for information: A survey of research on information seeking, needs, and behavior.Amsterdam, The Netherlands:Elsevier Academic Press.
  15. Chang, S. E.,Chen, Y.(2020).Blockchain in health care innovation: Literature review and case study from a business ecosystem perspective.Journal of Medical Internet Research,22(8),e19480.
  16. Chen, H. S.,Jarrell, J. T.,Carpenter, K. A.,Cohen, D. S.,Huang, X.(2019).Blockchain in healthcare: A patient-centered model.Biomedical Journal of Scientific & Technical Research,20(3),15017-15022.
  17. Chen, H.,Huang, X.(2018).Will blockchain technology transform healthcare and biomedical sciences?.EC Pharmacology Toxicology,6(11),910-911.
  18. Cheong, L. K.,Chang, V.(2007).The need for data governance: A case study.Proceedings 18th Australasian Conference on Information Systems,Toowoomba, Australia:
  19. Czachorowski, K.,Solesvik, M.,Kondratenko, Y.(2019).The application of blockchain technology in the maritime industry.Green IT Engineering: Social, Business and Industrial Applications,171,561-577.
  20. De Freitas, C.,Amorim, M.,Machado, H.,Leão Teles, E.,Baptista, M. J.,Renedo, A.,Silva, S.(2021).Public and patient involvement in health data governance (DATAGov): Protocol of a people-centred, mixed-methods study on data use and sharing for rare diseases care and research.BMJ Open,11(3),e044289.
  21. De Pietro, C.,Francetic, I.(2018).E-health in Switzerland: The laborious adoption of the federal law on electronic health records (EHR) and health information exchange (HIE) networks.Health Policy,122(2),69-74.
  22. DIGITIMES（2020）。整合區塊鏈與醫療民眾取回病歷自主權。檢自https://www.digitimes.com.tw/iot/article.asp?cat=130&cat1=40&cat2=15&id=0000594838_FPJ73FOZ4YG60H79RL10P【DIGITIMES. (2020). Zheng he qu kuai lian yu yi liaomin zhong qu hui bing li zi zhu quan. Retrieved from https://www.digitimes.com.tw/iot/article.asp?cat=130&cat1=40&cat2=15&id=0000594838_FPJ73FOZ4YG60H79RL10P (in Chinese)】
  23. Ding, L.,Lebo, T.,Erickson, J. S.,DiFranzo, D.,Williams, G. T.,Li, X.,Hendler, J. A.(2011).TWC LOGD: A portal for linked open government data ecosystems.Journal of Web Semantics,9(3),325-333.
  24. Downing, N. L.,Adler-Milstein, J.,Palma, J. P.,Lane, S.,Eisenberg, M.,Sharp, C.,Longhurst, C. A.(2017).Health information exchange policies of 11 diverse health systems and the associated impact on volume of exchange.Journal of the American Medical Informatics Association,24(1),113-122.
  25. Ekblaw, A.,Azaria, A.,Halamka, J. D., MD,Lippman, A.,MIT Media Lab,Beth Israel Deaconess Medical Center(2016).,未出版
  26. Esmaeilzadeh, P.,Sambasivan, M.(2016).Health information exchange (HIE): A literature review, assimilation pattern and a proposed classification for a new policy approach.Journal of Biomedical Informatics,64,74-86.
  27. Filipova, A. A.(2015).Health information exchange capabilities in skilled nursing facilities.CIN: Computers, Informatics, Nursing,33(8),346-358.
  28. Fleissner, B., Jasti, K., & Ales, J. (2014). The importance of data governance in healthcare: White paper. Encore, A Quintiles Company. Retrieved from https://www.encorehealthresources.com/wp-content/uploads/2014/10/The-Importance-of-Data-Governance_FINAL-Oct-2014.pdf
  29. Fu, X.,Wojak, A.,Neagu, D.,Ridley, M.,Travis, K.(2011).Data governance in predictive toxicology: A review.Journal of Cheminformatics,3,24.
  30. Gaynor, M.,Tuttle-Newhall, J.,Parker, J.,Patel, A.,Tang, C.(2020).Adoption of blockchain in health care.Journal of Medical Internet Research,22(9),e17423.
  31. Germann, S.,Jasper, U.(2020).Realising the benefits of data driven digitalisation without ignoring the risks: Health data governance for health and human rights.mHealth,6,34.
  32. Gordon, W. J.,Catalini, C.(2018).Blockchain technology for healthcare: Facilitating the transition to patient-driven interoperability.Computational and Structural Biotechnology Journal,16,224-230.
  33. Gostin, L. O.,Cohen, I. G.,Shaw, J.(2021).Digital health passes in the age of COVID-19: Are “vaccine passports” lawful and ethical?.Journal of the American Medical Association,325(19),1933-1934.
  34. Guardtime. (2022). Vaccineguard end to end visibility for the pharmaceutical value chain. Retrieved from https://guardtime.com/vaccineguard
  35. Guardtime. (2020). Measuring outcomes using real world evidence without data sharing. Retrieved from https://guardtime.com/health
  36. Guardtime. (2019). EY, Sensyne Health and Guardtime to use AI and blockchain to link health care reimbursement and actual patient outcomes. Retrieved from https://www.ey.com/en_tw/news/2019/06/ey-sensyne-health-and-guardtime-to-use-ai-and-blockchain-to-link-health-care-reimbursement-and-actual-patient-outcomes
  37. Guichard, F.(2017).Recent advances in metacommunities and meta-ecosystem theories (version 1; peer review: 2 approved).F1000Research,6,610.
  38. Harrison, T. M.,Pardo, T. A.,Cook, M.(2012).Creating open government ecosystems: A research and development agenda.Future Internet,4(4),900-928.
  39. Hasselgren, A.,Kralevska, K.,Gligoroski, D.,Pedersen, S. A.,Faxvaag, A.(2020).Blockchain in healthcare and health sciences—A scoping review.International Journal of Medical Informatics,134,104040.
  40. Heath, M. L.,Porter, T. H.(2019).Physician leadership and health information exchange: Literature review.BMJ Health & Care Informatics,26(1),e100080.
  41. Heston, T. F.(2017).Authorea Working PaperAuthorea Working Paper,未出版
  42. Holmes, J. H.(2016).Privacy, security, and patient engagement: The changing health data governance landscape.The Journal for Electronic Health Data and Methods,4(2),1261.
  43. Hovenga, E. J. S.,Grain, H.(2013).Health data and data governance.Health information governance in a digital environment,Amsterdam, The Netherlands:
  44. Iansiti, M.,Levien, R.(2002).Harvard Business School Working PaperHarvard Business School Working Paper,未出版
  45. International Business Machines. (2019). Aetna, anthem, health care service corporation, PNC bank and IBM announce collaboration to establish blockchain-based ecosystem for the healthcare industry. Retrieved from https://tinyurl.com/y3tej8x7
  46. Ji, H.,Yoo, S.,Heo, E.-Y.,Hwang, H.,Kim, J.-W.(2017).Technology and policy challenges in the adoption and operation of health information exchange systems.Healthcare Informatics Research,23(4),314-321.
  47. Jones, K. H.,Ford, E. M.,Lea, N.,Griffiths, L. J.,Hassan, L.,Heys, S.,Nenadic, G.(2020).Toward the development of data governance standards for using clinical free-text data in health research: Position paper.Journal of Medical Internet Research,22(6),e16760.
  48. Khatri, V.,Brown, C. V.(2010).Designing data governance.Communications of the ACM,53(1),148-152.
  49. Kloss, L. L.(2013).Leading innovation in enterprise information governance.Journal of AHIMA,84(9),34-38.
  50. Kruse, C. S.,Kristof, C.,Jones, B.,Mitchell, E.,Martinez, A.(2016).Barriers to electronic health record adoption: A systematic literature review.Journal of Medical Systems,40(12),252.
  51. Kuo, T.-T.,Rojas, H. Z.,Ohno-Machado, L.(2019).Comparison of blockchain platforms: A systematic review and healthcare examples.Journal of the America Medical Informatics Association,26(5),462-478.
  52. Kvale, S.(2007).Doing interviews.London, UK:SAGE.
  53. Lam, K.,Iqbal, F. M.,Purkayastha, S.,Kinross, J. M.(2021).Investigating the ethical and data governance issues of artificial intelligence in surgery: Protocol for a delphi study.JMIR Research Protocols,10(2),e26552.
  54. Liaw, S.-T.,Pearce, C.,Liyanage, H.,Cheah-Liaw, G. S.,de Lusignan, S.(2014).An integrated organisation-wide data quality management and information governance framework: Theoretical underpinnings.Journal of Innovation in Health Informatics,21(4),199-206.
  55. Linn, L. A.,Koo, M. B.(2016).Blockchain for health data and its potential use in health it and health care related research.Use of blockchain for healthcare and research workshop,Gaithersburg, MD:
  56. Lo, Y.-S.,Yang, C.-Y.,Chien, H.-F.,Chang, S.-S.,Lu, C.-Y.,Chen, R.-J.(2019).Blockchain-enabled iWellChain framework integration with the national medical referral system: Development and usability study.Journal of Medical Internet Research,21(12),e13563.
  57. Lu, C.,Batista, D.,Hamouda, H.,Lemieux, V.(2020).Consumers’ intentions to adopt blockchain-based personal health records and data sharing: Focus group study.JMIR Formative Research,4(11),e21995.
  58. Madine, M. M.,Battah, A. A.,Yaqoob, I.,Salah, K.,Jayaraman, R.,Al-Hammadi, Y.,Ellahham, S.(2020).Blockchain for giving patients control over their medical records.IEEE Access,8,193102-193115.
  59. Malhotra, A.,O’Neill, H.,Stowell, P.(2022).Thinking strategically about blockchain adoption and risk mitigation.Business Horizons,65(2),159-171.
  60. Mann, S. P.,Savulescu, J.,Ravaud, P.,Benchoufi, M.(2021).Blockchain, consent and prosent for medical research.Journal of Medical Ethics,47(4),244-250.
  61. Mattaini, M. A.(Ed.),Lowery, C. T.(Ed.),Meyer, C. H.(Ed.)(2002).Foundations of social work practice: A graduate text.Washington, DC:National Association of Social Workers.
  62. McGhin, T.,Choo, K.-K. R.,Liu, C. Z.,He, D.(2019).Blockchain in healthcare applications: Research challenges and opportunities.Journal of Network and Computer Applications,135,62-75.
  63. Meinert, E.,Alturkistani, A.,Foley, K. A.,Osama, T.,Car, J.,Majeed, A.,Van Velthoven, M.,Brindley, D.(2019).Blockchain implementation in health care: Protocol for a systematic review.JMIR Research Protocols,8(2),e10994.
  64. Mercado-Lara, E.,Gil-Garcia, J. R.(2014).Open government and data intermediaries: The case of AidData.Proceedings of the 15th Annual International Conference on Digital Government Research,New York, NY:
  65. Merriam, S. B.(Ed.),Grenier, R. S.(Ed.)(2002).Qualitative research in practice: Examples for discussion and analysis.San Francisco, CA:John Wiley & Sons.
  66. Mettler, M.(2016).Blockchain technology in healthcare: The revolution starts here.2016 IEEE 18th international conference on e-health networking, applications and services (Healthcom),Munich, Germany:
  67. Miller, J.(2021).How blockchain can be used for personal health record storage and security.Online Journal of Nursing Informatics,25(2)
  68. Milne, R.,Brayne, C.(2020).We need to think about data governance for dementia research in a digital era.Alzheimer’s Research & Therapy,12,17.
  69. Mithani, S. S.,Bota, A. B.,Zhu, D. T.,Wilson, K.(2022).A scoping review of global vaccine certificate solutions for COVID-19.Human Vaccines & Immunotherapeutics,18(1),1-12.
  70. Moore, J. F.(1993).Predators and prey: A new ecology of competition.Harvard Business Review,71(3),75-86.
  71. Newman, D.,Logan, D.(2006).Governance is an essential building block for enterprise information management.Stamford, CT:Gartner Research.
  72. Oliveira, M. I. S.,Lóscio, B. F.(2018).What is a data ecosystem?.Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age,New York, NY:
  73. Panwar, A.,Bhatnagar, V.,Khari, M.,Salehi, A. W.,Gupta, G.(2022).A blockchain framework to secure personal health record (PHR) in IBM cloud-based data lake.Computational Intelligence and Neuroscience,2022,3045107.
  74. Payne, T. H.,Lovis, C.,Gutteridge, C.,Pagliari, C.,Natarajan, S.,Yong, C.,Zhao, L.-P.(2019).Status of health information exchange: A comparison of six countries.Journal of Global Health,9(2),0204279.
  75. Pike, C.,Capobianco, A.(2020).,未出版
  76. Pollock, R. (2011). Building the (open) data ecosystem. Open Knowledge Foundation Blog. Retrieved from https://blog.okfn.org/2011/03/31/building-the-open-data-ecosystem/
  77. Quito, A. (2021). More than 450 airlines can now use IBM’s blockchain-based vaccine passport. QUARTZ. Retrieved from https://qz.com/2036529/more-than-450-airlines-can-now-use-ibms-digital-health-pass/
  78. Reegu, F. A.,Al-Khateeb, M. O.,Zogaan, W. A.,Al-Mousa, M. R.,Alam, S.,Al-Shourbaji, I.(2021).Blockchain-based framework for interoperable electronic health record.Annals of the Romanian Society for Cell Biology,25(3),6486-6495.
  79. Rosenbaum, S.(2010).Data governance and stewardship: Designing data stewardship entities and advancing data access.Health Services research,45(5p2),1442-1455.
  80. Roth, C. J.,Lannum, L. M.,Joseph, C. L.(2016).Enterprise imaging governance: HIMSS-SIIM collaborative white paper.Journal of Digital Imaging,29(5),539-546.
  81. Sadoughi, F.,Nasiri, S.,Ahmadi, H.(2018).The impact of health information exchange on healthcare quality and cost-effectiveness: A systematic literature review.Computer Methods and Programs in Biomedicine,161,209-232.
  82. Seitz, J.,Wickramasinghe, N.(2017).Blockchain technology in e-health: The case of electronic prescriptions in Germany.XVII international scientific conference on industrial systems,Novi Sad, Serbia:
  83. Sharon, T.,Lucivero, F.(2019).Introduction to the special theme: The expansion of the health data ecosystem—Rethinking data ethics and governance.Big Data & Society,6(2)
  84. Silverman, D.(2020).Qualitative research.London, UK:SAGE.
  85. Smallwood, R. F.(2019).Information governance: Concepts, strategies and best practices.Hoboken, NJ:John Wiley & Sons.
  86. Steele, R.,Min, K.(2010).HealthPass: Fine-grained access control to portable personal health records.2010 24th IEEE International Conference on Advanced Information Networking and Applications,Perth, Australia:
  87. Sung, S.-F.,Hsieh, C.-Y.,Hu, Y.-H.(2020).Two decades of research using Taiwan’s national health insurance claims data: Bibliometric and text mining analysis on PubMed.Journal of Medical Internet Research,22(6),e18457.
  88. Tallon, P. P.,Ramirez, R. V.,Short, J. E.(2013).The information artifact in IT governance: Toward a theory of information governance.Journal of Management Information Systems,30(3),141-178.
  89. Tapscott, D.,Tapscott, A.(2017).Realizing the potential of blockchain: A multistakeholder approach to the stewardship of blockchain and cryptocurrencies.Cologny, Switzerland:World Economic Forum.
  90. Thomas, G.(2006).Alpha males and data disasters: The case for data governance.Orlando, FL:Brass Cannon Press.
  91. Tiwana, A.,Konsynski, B.,Venkatraman, N.(2014).Special issue: Information technology and organizational governance: The IT governance cube.Journal of Management Information Systems,30(3),7-12.
  92. Tseng, C. H.,Chen, R.-J.,Tsai, S.-Y.,Wu, T.-R.,Tsaur, W.-J.,Chiu, H.-W.,Lo, Y.-S.(2022).Exploring the COVID-19 pandemic as a catalyst for behavior change among patient health record app users in Taiwan: Development and usability study.Journal of Medical Internet Research,24(1),e33399.
  93. Van Schalkwyk, F.,Willmers, M.,McNaughton, M.(2016).Viscous open data: The roles of intermediaries in an open data ecosystem.Information Technology for Development,22(Suppl. 1),68-83.
  94. Vazirani, A. A.,O’Donoghue, O.,Brindley, D.,Meinert, E.(2019).Implementing blockchains for efficient health care: Systematic review.Journal of Medical Internet Research,21(2),e12439.
  95. Velmovitsky, P. E.,Bublitz, F. M.,Fadrique, L. X.,Morita, P. P.(2021).Blockchain applications in health care and public health: Increased transparency.JMIR Medical Informatics,9(6),e20713.
  96. Vest, J. R.,Campion, T. R., Jr.,Kaushal, R.,HITEC Investigators(2013).Challenges, alternatives, and paths to sustainability for health information exchange efforts.Journal of Medical Systems,37(6),9987.
  97. Washington, L.(2015).Information governance offers a strategic approach for healthcare (2015 update)—Retired.Journal of AHIMA,86(11),56-59.
  98. Williams, C.,Mostashari, F.,Mertz, K.,Hogin, E.,Atwal, P.(2012).From the office of the national coordinator: The strategy for advancing the exchange of health information.Health Affairs,31(3),527-536.
  99. Wu, T.-Y.,Majeed, A.,Kuo, K. N.(2010).An overview of the healthcare system in Taiwan.London Journal of Primary Care,3(2),115-119.
  100. Xia, Q.,Sifah, E. B.,Smahi, A.,Amofa, S.,Zhang, X.(2017).BBDS: Blockchain-based data sharing for electronic medical records in cloud environments.Information,8(2),44.
  101. Zhuang, Y.,Sheets, L. R.,Chen, Y.-W.,Shae, Z.-Y.,Tsai, J. J. P.,Shyu, C.-R.(2020).A patient-centric health information exchange framework using blockchain technology.IEEE Journal of Biomedical and Health Informatics,24(8),2169-2176.
  102. Zubcoff, J. J.,Vaquer, L.,Mazón, J.-N.,Maciá, F.,Garrigós, I.,Fuster, A.,Carcel, J. V.(2016).The university as an open data ecosystem.International Journal of Design & Nature and Ecodynamics,11(3),250-257.
  103. Zuiderwijk, A.,Janssen, M.,Van de Kaa, G.,Poulis, K.(2016).The wicked problem of commercial value creation in open data ecosystems: Policy guidelines for governments.Information Polity,21(3),223-236.
  104. 林建佑（2021）。智慧醫療+區塊鏈創新應用趨勢。經貿透視網。檢自https://www.trademag.org.tw/page/newsid1/?id=7840123&iz=6【Lin, J.-Y. (2021). Zhi hui yi liao + qu kuai lian chuang xin ying yong qu shi. Jing mao tou shi wang. Retrieved from https://www.trademag.org.tw/page/newsid1/?id=7840123&iz=6 (in Chinese)】
  105. 陳芳毓（2020）。臺北醫學大學附設醫院院長陳瑞杰｜最懂區塊鏈的院長：智慧醫院只是手段，變成「好醫院」才是目的。未來城市。檢自https://futurecity.cw.com.tw/article/1712【Chen, F.-Y. (2020). Taipei Medical University Hospital yuan zhang Chen Ray-Jade | zui dong qu kuai lian de yuan zhang: Zhi hui yi yuan zhi shi shou duan, bian cheng “hao yi yuan” cai shi mu di. Wei lai cheng shi. Retrieved from https://futurecity.cw.com.tw/article/1712 (in Chinese)】
  106. 臺北醫學大學附設醫院（2021）。2021臺灣醫療科技展臺北醫學大學附設醫院展覽介紹。檢自https://www.tmuh.org.tw/news/info/6408【Taipei Medical University Hospital. (2021). 2021 Taiwan yi liao ke ji zhan Taipei Medical University Hospital zhan lan jie shao. Retrieved from https://www.tmuh.org.tw/news/info/6408 (in Chinese)】
  107. 臺北醫學大學附設醫院（2019）。智慧醫療提升醫療品質－北醫附醫特色參展展示智慧健康照護生活圈成果。檢自http://203.71.86.70/handle/987654321/57791【Taipei Medical University Hospital. (2019). Jhih huei yi liao ti sheng yi liao pin jhih—Bei yi fu yi te se can jhan jhan shih jhih huei jian kang jhao hu sheng huo cyuan cheng guo. Retrieved from http://203.71.86.70/handle/987654321/57791 (in Chinese)】
  108. 臺北醫學大學附設醫院（2018）。北醫附醫分級醫療暨區塊鏈啟用：病歷共享區域共照醫病共好。檢自https://www.tmuh.org.tw/UploadFile/files/(%E6%96%B0%E8%81%9E%E7%A8%BF)0627%20%E6%99%BA%E6%85%A7%E9%86%AB%E7%99%82%E6%8F%90%E5%8D%87%E9%86%AB%E7%99%82%E5%93%81%E8%B3%AA%20%E5%8C%97%E9%86%AB%E9%99%84%E9%86%AB%E7%89%B9%E8%89%B2%E5%8F%83%E5%B1%95%20%E5%B1%95%E7%A4%BA%E6%99%BA%E6%85%A7%E5%81%A5%E5%BA%B7%E7%85%A7%E8%AD%B7%E7%94%9F%E6%B4%BB%-E5%9C%88%E6%88%90%E6%9E%9C.pdf【Taipei Medical University Hospital. (2018). Bei yi fu yi fen ji yi liao ji cyu kuai lian ci yong: Bing li gong xiang qu yu gong zhao yi bing gong hao. Retrieved from https://www.tmuh.org.tw/UploadFile/files/(%E6%96%B0%E8%81%9E%E7%A8%BF)0627%20%E6%99%BA%E6%85%A7%E9%86%AB%E7%99%82%E6%8F%90%E5%8D%87%E9%86%AB%E7%99%82%E5%93%81%E8%B3%AA%20%E5%8C%97%E9%86%AB%E9%99%84%E9%86%AB%E7%89%B9%E8%89%B2%E5%8F%83%E5%B1%95%20%E5%B1%95%E7%A4%BA%E6%99%BA%E6%85%A7%E5%81%A5%E5%BA%B7%E7%85%A7%E8%AD%B7%E7%94%9F%E6%B4%BB%E5%9C%88%E6%88%90%E6%9E%9C.pdf (in Chinese)】
  109. 蔡志宏, J.-H.,林劍秋, J.-C.(2020)。AI+5G：數位成長催化劑。國土及公共治理季刊，8(4)，20-29。
  110. 戴豪君, H.-J.,邱映曦, Y.-S.(2019)。從GDPR遵循角度看組織資料治理新意識。國土及公共治理季刊，7(4)，18-29。
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