Journal of Science Policy & Governance
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Volume 24, Issue 01 | April 30, 2024
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White Paper: Prevention and Mitigation of Disruptions in Medical Device Supply Chains: A Policy Perspective
Aman Goswami (1), Alok Baveja (2), Benjamin Melamed (2), Fred Roberts (3)
Corresponding author: [email protected] |
Keywords: medical device supply chain; medical device safety and security; cybersecurity; disruptions to medical device supply chains; disruption classification; disruption prevention and mitigation
Executive Summary
New technologies and their connectivity to the internet render medical devices and their supply chains a target for worldwide criminal attacks. Disruptions to a medical device supply chain (MDSC), including cybersecurity attacks, have increased rapidly, with some sophisticated attacks compromising the availability and operation of life-critical devices. Understanding the impact of disruptions on MDSCs is difficult due to the attendant supply chain complexity. The lack of a systematic classification of disruptions to MDSCs limits the transferability of mitigation strategies. Thus, there is a need for evidence-based, actionable policy guidance for corporations and government agencies that address disruption risks to MDSCs. This paper first presents a disruption classification scheme based on historical and anticipated disruptions to MDSCs. Then, it introduces a model, dubbed the Focal-firm Supply-chain Integrated Model (FSIM), that integrates a focal-firm view of supply chains and attendant disruptions, illustrated through an MDSC example. Based on lessons learned from constructing a disruption classification and creating an FSIM map, we describe the following actionable insights: a) implementing procedures and technologies that enable early-detection of disruptions, b) accurate and timely information flows, c) continual monitoring of physical inventory levels and comparing them with digital data, d) enhanced and repeated testing at various supply chain testing sites, e) standardized metrics that measure the impact of disruptions, f) developing in advance a preparedness strategy and a planning process to allocate resources effectively, equitably, and transparently during disruptions, and g) the need for a common framework that bridges the medical device regulatory gaps across countries. These insights can guide MDSC stakeholders, including manufacturers, suppliers, service providers, healthcare providers, policymakers, and government agencies.
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Aman Goswami is a 4th year PhD candidate at Rutgers University in the Supply Chain Management department. He is a supply chain and operations management researcher, with an interest in empirical research in healthcare operations. Previously, he worked in the industry as a data science manager, solving varied business problems in consulting and analytical domains for close to a decade. He plans to pursue an academic career with a strong interest in research, teaching, service, and leveraging his data science, consulting, and analytical industry experience to make scientific research more accessible and understandable.
Alok Baveja is a Professor of Supply Chain Management at Rutgers University. His expertise is in the use of innovative modeling and technologies for managing operations in public and private sectors. His research has appeared in numerous journals such as Mathematics of Operations Research, IEEE Transactions on SMC, European Journal of Operational Research, California Management Review, including a bestseller reprint in the Harvard Business School’s case series. His research has been funded by grants from the National Science Foundation, the National Institute of Justice, U.S. Department of Transportation, The British Council, and Centers for Disease Control/New Jersey Department of Health.
Benjamin Melamed is a Distinguished Professor of Supply Chain Management at Rutgers University. His research interests include supply chain management, supply chain financial management, service chain management (including modeling, analysis, simulation, and optimization), general systems modeling and performance evaluation, stochastic processes, traditional and hybrid simulation, and decision support tools. He has authored or co-authored over 120 papers, co-authored two books, and has published in a broad range of scientific journals, including Operations Research, Mathematics of Operations Research, Management Science, J. of Applied Probability, and Annals of Operations Research. He became AT&T Fellow in 1988 and IEEE Fellow in 1994.
Fred Roberts is the Director of the Department of Homeland Security University Center of Excellence CCICADA: Command, Control and Interoperability Center for Advanced Data Analysis, Director Emeritus of DIMACS: Center for Discrete Mathematics and Theoretical Computer Science, and Distinguished Professor of Mathematics at Rutgers University. His research interests include mathematical models in the social, behavioral, biological, epidemiological, and environmental sciences; theory of measurement; and homeland security issues of stadium security, transportation security, natural disasters, maritime cyber security, supply chain disruptions, and global environmental change. He has authored 5 books, edited 26 books, and authored over 215 papers.
Acknowledgements
This project has been funded in whole or in part with Federal funds from the Department of Homeland Security under BOA No. 70RSAT18G000000001, task order no. 70RSAT21FR00000127. The content of this publication does not necessarily reflect the views or policies of the Department of Homeland Security, nor does mention of trade names, commercial products, or organizations imply endorsement by the USA Government.
Alok Baveja is a Professor of Supply Chain Management at Rutgers University. His expertise is in the use of innovative modeling and technologies for managing operations in public and private sectors. His research has appeared in numerous journals such as Mathematics of Operations Research, IEEE Transactions on SMC, European Journal of Operational Research, California Management Review, including a bestseller reprint in the Harvard Business School’s case series. His research has been funded by grants from the National Science Foundation, the National Institute of Justice, U.S. Department of Transportation, The British Council, and Centers for Disease Control/New Jersey Department of Health.
Benjamin Melamed is a Distinguished Professor of Supply Chain Management at Rutgers University. His research interests include supply chain management, supply chain financial management, service chain management (including modeling, analysis, simulation, and optimization), general systems modeling and performance evaluation, stochastic processes, traditional and hybrid simulation, and decision support tools. He has authored or co-authored over 120 papers, co-authored two books, and has published in a broad range of scientific journals, including Operations Research, Mathematics of Operations Research, Management Science, J. of Applied Probability, and Annals of Operations Research. He became AT&T Fellow in 1988 and IEEE Fellow in 1994.
Fred Roberts is the Director of the Department of Homeland Security University Center of Excellence CCICADA: Command, Control and Interoperability Center for Advanced Data Analysis, Director Emeritus of DIMACS: Center for Discrete Mathematics and Theoretical Computer Science, and Distinguished Professor of Mathematics at Rutgers University. His research interests include mathematical models in the social, behavioral, biological, epidemiological, and environmental sciences; theory of measurement; and homeland security issues of stadium security, transportation security, natural disasters, maritime cyber security, supply chain disruptions, and global environmental change. He has authored 5 books, edited 26 books, and authored over 215 papers.
Acknowledgements
This project has been funded in whole or in part with Federal funds from the Department of Homeland Security under BOA No. 70RSAT18G000000001, task order no. 70RSAT21FR00000127. The content of this publication does not necessarily reflect the views or policies of the Department of Homeland Security, nor does mention of trade names, commercial products, or organizations imply endorsement by the USA Government.
References
- Albiani, Roy. 2021. “Combating Counterfeit Medical Devices: A Case Study”. Johnson & Johnson. https://bpp.msu.edu/magazine/combating-counterfeit-medical-devices-a-case-study-march2021/
- Beavers, Jake L, Michael Faulks, and Jims Marchang. 2019. "Hacking NHS pacemakers: a feasibility study." 2019 IEEE 12th International Conference on Global Security, Safety and Sustainability (ICGS3). https://doi.org/10.1109/ICGS3.2019.8688214
- Beleche, Trinidad, Maria Kuecken, Aliya Sassi, Katherine Toran, Emily Galloway, and Thomas Henry. 2022. "Characteristics of Medical Device Shortages in the US, 2006–20: Study examines the characteristics of medical device shortages in the US from 2006–20." Health Affairs 41 (12): 1790-1794. http://doi.org/10.1377/hlthaff.2022.00643
- Blackstone, Erwin A, Joseph P Fuhr Jr, and Steve Pociask. 2014. "The health and economic effects of counterfeit drugs." American Health & Drug Benefits 7 (4): 216. https://pubmed.ncbi.nlm.nih.gov/25126373/
- Boman, John H, and Owen Gallupe. 2020. "Has COVID-19 changed crime? Crime rates in the United States during the pandemic." American Journal of Criminal Justice 45: 537-545. https://doi.org/10.1007/s12103-020-09551-3
- Bookwalter, Christina M. 2021. "Drug shortages amid the COVID-19 pandemic." US Pharm 46 (2): 25-8. https://www.uspharmacist.com/article/drug-shortages-amid-the-covid19-pandemic
- Bradley, Stephen. 2022. "How is the semiconductor shortage affecting medtech?". Deloitte Consulting LLP. https://www2.deloitte.com/us/en/blog/health-care-blog/2022/how-is-the-semiconductor-shortage-affecting-medtech.html.
- Brewster, Thomas. 2017. “Medical Devices Hit By Ransomware For The First Time In US Hospitals.” https://www.forbes.com/sites/thomasbrewster/2017/05/17/wannacry-ransomware-hit-real-medical-devices/
- Browning, John G, and Shawn Tuma. 2015. "If your heart skips a beat, it may have been hacked: cybersecurity concerns with implanted medical devices." SCL Rev. 67: 637. https://scholarcommons.sc.edu/sclr/vol67/iss3/8
- Brownlee S, Chalkidou K, Doust J, Elshaug AG, Glasziou P, Heath I, Nagpal S, Saini V, Srivastava D, Chalmers K, Korenstein D. 2022. “Evidence for overuse of medical services around the world.” The Lancet, 390(10090), 156-168. https://doi.org/10.1016/S0140-6736(16)32585-5
- Burns, AJ, M Eric Johnson, and Peter Honeyman. 2016. "A brief chronology of medical device security." Communications of the ACM 59 (10): 66-72. https://doi.org/10.1145/2890488
- Carranco, Rebeca, and Castedo Antia. 2013. "Endoscopy Gang caught by police with medical equipment worth 300,000”. https://english.elpais.com/elpais/2013/09/06/inenglish/1378471243_834228.html
- CCICADA. 2023. “Past, Active, or Planned Criminal Disruptions of Medical-Device Supply Chains.” https://ccicada.org/2023/05/05/past-active-or-planned-criminal-disruptions-of-medical-device-supply-chains/
- Chowdhury, Priyabrata, Sanjoy Kumar Paul, Shahriar Kaisar, and Md Abdul Moktadir. 2021. "COVID-19 pandemic related supply chain studies: A systematic review." Transportation Research Part E: Logistics and Transportation Review 148: 102271. https://doi.org/10.1016/j.tre.2021.102271
- Clauson, Kevin A, Elizabeth A Breeden, Cameron Davidson, and Timothy K Mackey. 2018. "Leveraging Blockchain Technology to Enhance Supply Chain Management in Healthcare: An exploration of challenges and opportunities in the health supply chain." Blockchain in Healthcare Today. https://doi.org/10.30953/bhty.v1.20
- Cockburn, Robert, Paul N Newton, E Kyeremateng Agyarko, Dora Akunyili, and Nicholas J White. 2005. "The global threat of counterfeit drugs: why industry and governments must communicate the dangers." PLoS Medicine 2 (4): e100. https://doi.org/10.1371/journal.pmed.0020100
- Court, Laura. 2021. “How are medical devices classified under EU MDR?”. https://www.greenlight.guru/blog/eu-medical-device-classification
- Craighead, C.W., Blackhurst, J., Rungtusanatham, M.J. and Handfield, R.B. 2007. “The severity of supply chain disruptions: design characteristics and mitigation capabilities.” Decision Sciences, 38(1), pp.131-156. https://doi.org/10.1111/j.1540-5915.2007.00151.x
- Crotti, Nancy. 2016. "Former J&J Sales Rep Convicted in Stolen Devices Scheme." https://www.mddionline.com/former-jj-sales-rep-convicted-stolen-devices-scheme.
- Crotti, Nancy. 2021. "Olympus recalls thousands of endo devices due to packaging defect." https://www.medicaldesignandoutsourcing.com/olympus-recalls-thousands-of-endo-devices-due-to-packaging-defect/.
- Department of Justice (DOJ). 2008. "Bayer Healthcare to Pay U.S. $97.5 Million to Settle Allegations of Paying Kickbacks to Diabetic Suppliers." https://www.justice.gov/archive/opa/pr/2008/November/08-civ-1050.html.
- DOJ. 2017. "Shire PLC Subsidiaries to Pay $350 Million to Settle False Claims Act Allegations." https://www.justice.gov/opa/pr/shire-plc-subsidiaries-pay-350-million-settle-false-claims-act-allegations.
- DOJ. 2021a. "Medical Device Company Pleads Guilty to Dealing in Adulterated Devices, Forfeits Over $800,000 in Non-FDA Approved Devices." https://www.justice.gov/usao-sdfl/pr/medical-device-company-pleads-guilty-dealing-adulterated-devices-forfeits-over-800000
- DOJ. 2021b. "Veterans Affairs employee pleads guilty to theft of medical equipment." https://www.justice.gov/usao-ndga/pr/veterans-affairs-employee-pleads-guilty-theft-medical-equipment.
- DOJ. 2022. "South Florida Man Sentenced To 15 Years for Consecutive Health Care Fraud Conspiracies."https://www.justice.gov/usao-mdfl/pr/south-florida-man-sentenced-15-years-consecutive-health-care-fraud-conspiracies.
- Digital Health Center of Excellence. 2022. "Cybersecurity Fact Sheet." FDA. https://www.fda.gov/medical-devices/digital-health-center-excellence/cybersecurity.
- Eban, Katherine. 2006. Dangerous doses: A true story of cops, counterfeiters, and the contamination of America's drug supply. HMH.
- eCFR. 2024. “Part 807 – Establishment registration and device listing for manufacturers and initial importer of devices.” https://www.ecfr.gov/current/title-21/chapter-I/subchapter-H/part-807
- Food and Drug Administration (FDA). 1976. "General Controls of Medical Devices." https://www.fda.gov/medical-devices/regulatory-controls/general-controls-medical-devices
- FDA. 2018. "FDA Report on the Quality, Safety, and Effectiveness of Servicing of Medical Devices."
- FDA. 2022a. "How To Determine if Your Product Is a Medical Device." https://www.fda.gov/medical-devices/classify-your-medical-device/how-determine-if-your-product-medical-device.
- FDA. 2022b. "Resilient Supply Chain Program for Medical Devices." https://www.fda.gov/about-fda/cdrh-offices/resilient-supply-chain-program-medical-devices.
- FDA. 2023a. "Medical Device Safety." https://www.fda.gov/medical-devices/medical-device-safety.
- FDA. 2023b. “How FDA Regulates Animal Devices.” https://www.fda.gov/animal-veterinary/animal-health-literacy/how-fda-regulates-animal-devices
- Feldman, Mitchell D, Amy J Petersen, Leah S Karliner, and Jeffrey A Tice. 2008. "Who is responsible for evaluating the safety and effectiveness of medical devices? The role of independent technology assessment." Journal of General Internal Medicine 23: 57-63. https://doi.org/10.1007/s11606-007-0275-4
- Fonseca, Luis Miguel, and Américo Lopes Azevedo. 2020. "COVID-19: outcomes for global supply chains." Management & Marketing. Challenges for the Knowledge Society 15 (s1): 424-438. https://recipp.ipp.pt/bitstream/10400.22/18641/1/ART_CIDEM_10.2478_mmcks_2020.pdf
- Fortune Business Insights. 2022a. "Medical Device Market Size." Fortune Business Insights. https://www.fortunebusinessinsights.com/industry-reports/medical-devices-market-100085.
- Fortune Business Insights. 2022b. "USA Medical Device Market Size." Fortune Business Insights. https://www.fortunebusinessinsights.com/u-s-medical-devices-market-107009.
- Fries, Richard C. 2012. Reliable design of medical devices. CRC Press.
- Gavin, Kara. 2022. "Bare shelves in the blood bank means threat to patient care." https://www.michiganmedicine.org/health-lab/bare-shelves-blood-bank-means-threat-patient-care.
- Goel, Rajeev K, James W Saunoris, and Srishti S Goel. 2021. "Supply chain performance and economic growth: The impact of COVID-19 disruptions." Journal of Policy Modeling 43 (2): 298-316. https://doi.org/10.1016/j.jpolmod.2021.01.003
- Goldratt, Eliyahu M, and Jeff Cox. 1984. The Goal: Excellence in Manufacturing. North River Press.
- Health-ISAC. 2022. "Securing the Modern Pharmaceutical Supply Chain: A Guide for CISOs in an Age of Disruption." https://h-isac.org/securing-the-modern-pharmaceutical-supply-chain/.
- Department of Health and Human Services (HHS). 2019. "Nationwide Brace Scam." https://oig.hhs.gov/fraud/consumer-alerts/fraud-alert-nationwide-brace-scam/.
- HHS Office Of Inspector General. 2022. "Nationwide Brace Scam." https://oig.hhs.gov/newsroom/media-materials/nationwide-brace-scam/.
- Hodgkinson, Tarah, and Martin A Andresen. 2020. "Show me a man or a woman alone and I'll show you a saint: Changes in the frequency of criminal incidents during the COVID-19 pandemic." Journal of Criminal Justice 69: 101706. https://doi.org/10.1016/j.jcrimjus.2020.101706
- Hudnurkar, Manoj, Sujeet Deshpande, Urvashi Rathod, and Suresh K Jakhar. 2017. "Supply chain risk classification schemes: A literature review." Operations and Supply Chain Management: An International Journal 10 (4): 182-199. http://doi.org/10.31387/oscm0290190
- Huff, Charlotte. 2021. "Growing Power Outages Pose Grave Threat to People Who Need Medical Equipment to Live." https://www.npr.org/sections/health-shots/2021/05/15/996872685/growing-power-outages-pose-grave-threat-to-people-who-need-medical-equipment-to-.
- Ivanov, Dmitry. 2021. "Digital supply chain management and technology to enhance resilience by building and using end-to-end visibility during the COVID-19 pandemic." IEEE Transactions on Engineering Management. https://doi.org/10.1109/TEM.2021.3095193
- Jarow, Jonathan P, and John H Baxley. 2015. "Medical devices: US medical device regulation." Urologic Oncology: Seminars and Original Investigations. https://doi.org/10.1016/j.urolonc.2014.10.004
- Johnson, Stu. 2022. "7 Critical Best Practices for Medical Device Inventory Management." Rootstock Manufacturing ERP. https://www.rootstock.com/cloud-erp-blog/7-best-practices-medical-device-inventory-management/.
- Kramer, Daniel B, Shuai Xu, and Aaron S Kesselheim. 2020. "Regulation of medical devices in the United States and European Union." In The ethical challenges of emerging medical technologies, 41-48. Routledge. https://doi.org/10.1056/NEJMhle1113918
- Lallie, Harjinder Singh, Lynsay A Shepherd, Jason RC Nurse, Arnau Erola, Gregory Epiphaniou, Carsten Maple, and Xavier Bellekens. 2021. "Cyber security in the age of COVID-19: A timeline and analysis of cyber-crime and cyber-attacks during the pandemic." Computers & Security 105: 102248. https://doi.org/10.1016/j.cose.2021.102248
- Leslie, Mitch. 2022. "Pandemic scrambles the semiconductor supply chain." Engineering 9: 10-12. https://doi.org/10.1016/j.eng.2021.12.006
- Livingston, Edward, Angel Desai, and Michael Berkwits. 2020. "Sourcing personal protective equipment during the COVID-19 pandemic." Jama 323 (19): 1912-1914. https://doi.org/10.1001/jama.2020.5317
- MacCarthy, Bart L, Wafaa AH Ahmed, and Guven Demirel. 2022. "Mapping the supply chain: Why, what and how?" International Journal of Production Economics 250: 108688. https://doi.org/10.1016/j.ijpe.2022.108688
- Marucheck, Ann, Noel Greis, Carlos Mena, and Linning Cai. 2011. "Product safety and security in the global supply chain: Issues, challenges and research opportunities." Journal of Operations Management 29 (7-8): 707-720. https://doi.org/10.1016/j.jom.2011.06.007
- Mattox, Elizabeth. 2012. "Medical devices and patient safety." Critical care nurse 32 (4): 60. https://doi.org/10.4037/ccn2012925
- Medical Plastic News. 2022. "Overcoming supply chain disruptions in medical device manufacturing." https://www.medicalplasticsnews.com/medical-plastics-industry-insights/medical-plastics-insights/overcoming-supply-chain-disruptions-in-medical-device-manufa/.
- Miller, Fiona A, Steven B Young, Mark Dobrow, and Kaveh G Shojania. 2021. "Vulnerability of the medical product supply chain: the wake-up call of COVID-19." BMJ Quality & Safety 30 (4): 331-335. https://doi.org/10.1136/bmjqs-2020-012133
- Mori, Marcella, Raffaella Ravinetto, and Jan Jacobs. 2011. "Quality of medical devices and in vitro diagnostics in resource-limited settings." Tropical Medicine & International Health 16 (11): 1439-1449. https://doi.org/10.1111/j.1365-3156.2011.02852.x
- Muthuppalaniappan, Menaka, and Kerrie Stevenson. 2021. "Healthcare cyber-attacks and the COVID-19 pandemic: an urgent threat to global health." International Journal for Quality in Health Care 33 (1): mzaa117. https://doi.org/10.1093/intqhc/mzaa117
- Offices of The United States Attorneys. 2012. "Fifth New Jersey Health Care Practitioner Pleads Guilty in Cash-For-Patients Scheme." https://www.justice.gov/archive/usao/nj/Press/files/Patel,%20Dinesh%20Plea%20News%20Release.html.
- Ozdemir, Dilek, Mahak Sharma, Amandeep Dhir, and Tugrul Daim. 2022. "Supply chain resilience during the COVID-19 pandemic." Technology in Society 68: 101847. https://doi.org/10.1016/j.techsoc.2021.101847
- Pederson, Amanda. 2022. “Should Medtech get first dibs on semiconductors?” https://www.mddionline.com/components/should-medtech-get-first-dibs-semiconductors
- Polisena, Julie, Jeffrey Jutai, and Rana Chreyh. 2014. "A proposed framework to improve the safety of medical devices in a Canadian hospital context." Medical Devices: Evidence and Research: 139-147. https://doi.org/10.2147/MDER.S61728
- Pranggono, Bernardi, and Abdullahi Arabo. 2021. "COVID-19 pandemic cybersecurity issues." Internet Technology Letters 4 (2): e247. https://doi.org/10.1002/itl2.247
- Rangel, Djalma Araújo, Taiane Kamel de Oliveira, and Maria Silene Alexandre Leite. 2015. "Supply chain risk classification: discussion and proposal." International Journal of Production Research 53 (22): 6868-6887. https://doi.org/10.1080/00207543.2014.910620
- Rebecca Pifer. 2021. "More than 1/3 of health organizations hit by ransomware last year, report finds." https://www.healthcaredive.com/news/more-than-13-of-health-organizations-hit-by-ransomware-last-year-report-f/602329/.
- Rudolf, Paul M, and Ilisa BG Bernstein. 2004. "Counterfeit drugs." New England Journal of Medicine 350 (14): 1384-1386. https://doi.org/10.1056/NEJMp038231
- Sametinger, Johannes, Jerzy Rozenblit, Roman Lysecky, and Peter Ott. 2015. "Security challenges for medical devices." Communications of the ACM 58 (4): 74-82. https://doi.org/10.1145/2667218
- Semiconductor Industry Association. 2020. From Microchips to Medical Devices: Semiconductors as an Essential Industry during the COVID-19 Pandemic. https://www.semiconductors.org/wp-content/uploads/2020/10/From-Microchips-to-Medical-Devices-SIA-White-Paper.pdf
- Semiconductor Industry Association. 2021. "Semiconductors are the Brains of Modern Electronics." https://www.semiconductors.org/semiconductors-101/what-is-a-semiconductor/.
- Senna, Pedro, Augusto Reis, Igor Leão Santos, Ana Claudia Dias, and Ormeu Coelho. 2020. "A systematic literature review on supply chain risk management: is healthcare management a forsaken research field?" Benchmarking: An International Journal 28 (3): 926-956. https://doi.org/10.1108/BIJ-05-2020-0266
- SenseOn. 2023. “How Much Should A Business Spend on Cybersecurity.” https://www.linkedin.com/pulse/how-much-should-business-spend-cybersecurity-senseon-tech/
- Sheffi, Yossi. 2015. "Preparing for disruptions through early detection." MIT Sloan Management Review 57 (1): 31. https://sloanreview.mit.edu/article/preparing-for-disruptions-through-early-detection/
- Shen, Bin, Ming Cheng, Ciwei Dong, and Yixuan Xiao. 2021. "Battling counterfeit masks during the COVID-19 outbreak: quality inspection vs. blockchain adoption." International Journal of Production Research: 1-17. https://doi.org/10.1080/00207543.2021.1961038
- Sridharan, Kannan, and Gowri Sivaramakrishnan. 2023. "Disinformation about COVID-19 preventions and treatments: analysis of USFDA warning letters." Health Communication 38 (5): 885-891. https://doi.org/10.1080/10410236.2021.1980254
- Tang, Christopher S. 2006. "Robust strategies for mitigating supply chain disruptions." International Journal of Logistics: Research and Applications 9 (1): 33-45. https://doi.org/10.1080/13675560500405584
- The Covid Crisis Group. 2023. Lessons from the Covid War: An Investigative Report. PublicAffairs.
- The White House. 2022. "Fact Sheet: CHIPS and Science Act Will Lower Costs, Create Jobs, Strengthen Supply Chains, and Counter China." https://www.whitehouse.gov/briefing-room/statements-releases/2022/08/09/fact-sheet-chips-and-science-act-will-lower-costs-create-jobs-strengthen-supply-chains-and-counter-china/.
- Thimbleby, Harold. 2013. "Improving safety in medical devices and systems." 2013 IEEE International Conference on Healthcare Informatics. https://doi.org/10.1109/ICHI.2013.91
- Tomlin, Brian, and Yimin Wang. 2011. "Operational strategies for managing supply chain disruption risk." The Handbook of Integrated Risk Management in Global Supply Chains: 79-101. https://doi.org/10.1002/9781118115800.ch4
- UBS. 2021. "Medical device sales recovering from COVID-19 disruption." https://www.ubs.com/global/en/wealth-management/our-approach/marketnews/article.1536314.html.
- Uzsoy, Reha. 2005. "Supply-chain management and health care delivery: Pursuing a system-level understanding." Building a Better Delivery System: A New Engineering/Health Care Partnership: 143-146. https://doi.org/10.17226/11378
- Van Norman, G. A. 2016. Drugs and Devices: Comparison of European and US Approval Processes. JACC: Basic to Translational Science, 1(5), 399-412. https://doi.org/10.1016/j.jacbts.2016.06.003
- Vockley, Martha. 2016. "The servicing of medical devices: in need of repair, regulation, or redemption?" Biomedical Instrumentation & Technology 50 (5): 316-328. https://doi.org/10.2345/0899-8205-50.5.316
- Walker-Roberts, Steven, Mohammad Hammoudeh, and Ali Dehghantanha. 2018. "A systematic review of the availability and efficacy of countermeasures to internal threats in healthcare critical infrastructure." IEEE Access 6: 25167-25177. https://doi.org/10.1109/ACCESS.2018.2817560
- Weiner, Stacy. 2021. "The growing threat of ransomware attacks on hospitals." https://www.aamc.org/news-insights/growing-threat-ransomware-attacks-hospitals.
- World Health Organization (WHO). 1999. Counterfeit drugs: guidelines for the development of measures to combat counterfeit drugs. World Health Organization.
- WHO. 2017. “WHO Global Model Regulatory Framework for Medical Devices including in vitro diagnostic medical devices.” https://www.who.int/publications/i/item/9789241512350
- WHO. 2020. Coronavirus Disease 2019 (COVID-19): Situation Report, 73. https://www.who.int/docs/default-source/coronaviruse/situation-reports/20200402-sitrep-73-covid-19.pdf
- Xu, Zhitao, Adel Elomri, Laoucine Kerbache, and Abdelfatteh El Omri. 2020. "Impacts of COVID-19 on global supply chains: Facts and perspectives." IEEE Engineering Management Review 48 (3): 153-166. https://doi.org/10.1109/EMR.2020.3018420
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ISSN 2372-2193
ISSN 2372-2193