Digital Transformation and Operational Excellence: The Role of Information Technology in Multi-Location Business Management

For organisations that have multiple locations, there is a need to be consistent, efficient and responsive, and this is where digital transformation is a strategic necessity. Integration of business processes, real-time communication and data-driven decision making across geographically distributed units are all enabled by information technology (IT), which is key to operational excellence. This paper aims to review and synthesize the current literature to understand the impact of digital transformation in improving operational performance in multi-location business environments. It delves into the role of enterprise systems, cloud computing, data analytics, Internet of Things (IoT) technologies, artificial intelligence (AI), and digital collaboration platforms in the process of standardisation, optimisation of resources, improvement of customer services, and agility of organisations. The review also emphasizes the strategic value of digital integration in enhancing the coordination of the supply chain, human resources management, performance tracking and monitoring, and decision-making, all of which allow organizations to better adapt to market conditions. Furthermore, the paper explores the key organisational, technological and human aspects that can impact digital transformation projects, such as leadership support, employee readiness, cybersecurity, investing in infrastructure, and managing change. The results show that, besides using advanced technologies, multi-location companies need to be able to properly connect their digital capabilities to their organizational strategy and business goals to become operational exemplary. The paper concludes that the advantages that an integrated digital ecosystem brings to an organisation are sustainable competitive advantages for organisations, as it provides them with operational visibility, better cooperation, less inefficiency and continuous innovation. The study adds to the current body of knowledge on digital transformation by offering a comprehensive view of the relationship between information technology and operational excellence in geographically distributed business operations.

Digital transformation, Information technology, Operational excellence, Multi-location business management, Enterprise systems, Business analytics, Cloud computing, Artificial intelligence, Internet of Things

Westerman G, Bonnet D, McAfee A. Leading Digital: Turning Technology into Business Transformation. Boston: Harvard Business Review Press; 2014.

Hammer M, Champy J. Reengineering the Corporation: A Manifesto for Business Revolution. New York: Harper Business; 1993.

Davenport TH. Process Innovation: Reengineering Work through Information Technology. Boston: Harvard Business School Press; 1993.

Gong C, Ribiere V. Developing a unified definition of digital transformation. Technovation. 2021;102:102217.

Kraus S, Jones P, Kailer N, et al. Digital transformation: An overview of the current state of the art of research. Sage Open. 2021;11(3).

Westerman G, Bonnet D, McAfee A. The nine elements of digital transformation. MIT Sloan Management Review. 2014;55(3):1-6.

Bonnet D, Westerman G. The new elements of digital transformation. MIT Sloan Management Review. 2021;62(4):1-5.

Kane GC, Nanda R, Phillips A, Copulsky J. The digital superpowers you need to thrive. MIT Sloan Management Review. 2021;62(4):1-8.

Bharadwaj A, El Sawy OA, Pavlou PA, Venkatraman N. Digital business strategy: toward a next generation of insights. MIS Quarterly. 2013;37(2):471-482.

Ross JW, Sebastian IM, Beath CM, et al. Designing and executing digital strategies. Communications of the Association for Information Systems. 2017;41(1):1-20.

Mithas S, Tafti A, Bardhan I, Goh JM. Information technology and firm profitability: mechanisms and empirical evidence. MIS Quarterly. 2012;36(1):205-224.

Melville N, Kraemer K, Gurbaxani V. Information technology and organizational performance: An integrative model of IT business value. MIS Quarterly. 2004;28(2):283-322.

Gunasekaran A, Ngai EW. Information systems in supply chain integration and management. European Journal of Operational Research. 2004;159(2):269-295.

Trkman P. The critical success factors of business process management. International Journal of Information Management. 2010;30(2):125-134.

von Briel F, Davidsson P, Recker J. Digital technologies as external enablers of new venture creation in the IT hardware sector. Entrepreneurship Theory and Practice. 2018;42(1):47-69.

Mell P, Grance T. The NIST definition of cloud computing. National Institute of Standards and Technology. 2011;800-145.

Marston S, Li Z, Bandyopadhyay S, Zhang J, Ghalsasi A. Cloud computing — The business perspective. Decision Support Systems. 2011;51(1):176-189.

Garrison G, Wakefield RL, Kim S. The effects of IT capabilities and delivery model on cloud computing success and firm performance for cloud supported processes and operations. International Journal of Information Management. 2015;35(4):377-393.

Avram MG. Advantages and challenges of adopting cloud computing from an enterprise perspective. Procedia Technology. 2014;12:529-534.

Khajeh-Hosseini A, Greenwood D, Sommerville I. Cloud migration: A case study of migrating an enterprise IT system to IaaS. IEEE Cloud Computing. 2010;1(1):1-5.

Armbrust M, Fox A, Griffith R, et al. A view of cloud computing. Communications of the ACM. 2010;53(4):50-58.

Buyya R, Yeo CS, Venugopal S, Broberg J, Brandic I. Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility. Future Generation Computer Systems. 2009;25(6):599-616.

Sultan N. Making use of cloud computing for healthcare provision: Opportunities and challenges. International Journal of Information Management. 2014;34(2):177-184.

Prasad AS, Rao S. A review on cloud computing: Issues, challenges and applications. International Journal of Advanced Research in Computer Science. 2014;5(6):1-7.

Toosi AN, Calheiros RN, Buyya R. Interconnected cloud computing environments: Challenges, taxonomy, and survey. ACM Computing Surveys. 2014;47(1):1-47.

Sitaram D, Manjunath G. Moving to the Cloud: Developing Apps in the New World of Cloud Computing. Waltham: Syngress; 2011.

Hashizume K, Rosado DG, Fernández-Medina E, Fernandez EB. An analysis of security issues for cloud computing. Journal of Internet Services and Applications. 2013;4(1):1-13.

Zissis D, Lekkas D. Addressing cloud computing security issues. Future Generation Computer Systems. 2012;28(3):583-592.

Davenport TH, Ronanki R. Artificial intelligence for the real world. Harvard Business Review. 2018;96(1):108-116.

Brynjolfsson E, McAfee A. The business of artificial intelligence. Harvard Business Review. 2017;95(4):1-10.

Ransbotham S, Kiron D, Gerbert P, Reeves M. Reshaping business with artificial intelligence. MIT Sloan Management Review. 2017;59(1):1-10.

Agrawal A, Gans J, Goldfarb A. Prediction Machines: The Simple Economics of Artificial Intelligence. Boston: Harvard Business Review Press; 2018.

Duan Y, Edwards JS, Dwivedi YK. Artificial intelligence for decision making in the era of Big Data – evolution, challenges and research agenda. International Journal of Information Management. 2019;48:63-71.

Wamba-Taguimdje SL, Fosso Wamba S, Kala Kamdjoug JR, Tchatchouang Wanko CE. Influence of artificial intelligence (AI) on firm performance: the business value of AI-based transformation projects. Business Process Management Journal. 2020;26(7):1893-1924.

Gartner. AIOps: What It Is and Why It Matters. Gartner Research. 2020.

Dwivedi YK, Hughes L, Ismagilova E, et al. Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy. International Journal of Information Management. 2021;57:101994.

Sarker IH. Machine learning: Algorithms, real-world applications and research directions. SN Computer Science. 2021;2(3):1-21.

Atzori L, Iera A, Morabito G. The Internet of Things: A survey. Computer Networks. 2010;54(15):2787-2805.

Gubbi J, Buyya R, Marusic S, Palaniswami M. Internet of Things (IoT): A vision, architectural elements, and future directions. Future Generation Computer Systems. 2013;29(7):1645-1660.

Li S, Xu LD, Zhao S. The internet of things: A survey. Information Systems Frontiers. 2015;17(2):243-259.

Whitmore A, Agarwal A, Da Xu L. The Internet of Things—A survey of topics and trends. Information Systems Frontiers. 2015;17(2):261-274.

Chen S, Xu H, Liu D, Hu B, Wang H. A vision of IoT: Applications, challenges, and opportunities with China Perspective. IEEE Internet of Things Journal. 2014;1(4):349-359.

Lin J, Yu W, Zhang N, Yang X, Zhang H, Zhao W. A survey on internet of things: Architecture, enabling technologies, security and privacy, and applications. IEEE Internet of Things Journal. 2017;4(5):1125-1142.

Shi W, Cao J, Zhang Q, Li Y, Xu L. Edge computing: Vision and challenges. IEEE Internet of Things Journal. 2016;3(5):637-646.

Chen H, Chiang RHL, Storey VC. Business intelligence and analytics: From big data to big impact. MIS Quarterly. 2012;36(4):1165-1188.

Davenport TH. Competing on analytics. Harvard Business Review. 2006;84(1):98-107.

Ransbotham S, Kiron D, Prentice PK. Minding the analytics gap. MIT Sloan Management Review. 2015;56(3):1-8.

Lavalle S, Lesser E, Shockley R, Hopkins MS, Kruschwitz N. Big data, analytics and the path from insights to value. MIT Sloan Management Review. 2011;52(2):21-32.

Few S. Data Visualization for Human Perception. In: The Encyclopedia of Human-Computer Interaction. 2nd ed. Aarhus: Interaction Design Foundation; 2013.

Kotter JP. Leading Change. Boston: Harvard Business School Press; 1996.

Hiatt JM. ADKAR: A Model for Change in Business, Government and Our Community. Loveland: Prosci Learning Center Publications; 2006.

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Mohammad Majharul Islam, MD Nadil khan, Kirtibhai Desai, MD Mahbub Rabbani, Saif Ahmad, & Esrat Zahan Snigdha. (2025). AI-Powered Business Intelligence in IT: Transforming Data into Strategic Solutions for Enhanced Decision-Making. The American Journal of Engineering and Technology, 7(02), 59–73. https://doi.org/10.37547/tajet/Volume07Issue02-09.

Saif Ahmad, MD Nadil khan, Kirtibhai Desai, Mohammad Majharul Islam, MD Mahbub Rabbani, & Esrat Zahan Snigdha. (2025). Optimizing IT Service Delivery with AI: Enhancing Efficiency Through Predictive Analytics and Intelligent Automation. The American Journal of Engineering and Technology, 7(02), 44–58. https://doi.org/10.37547/tajet/Volume07Issue02-08.

Esrat Zahan Snigdha, MD Nadil khan, Kirtibhai Desai, Mohammad Majharul Islam, MD Mahbub Rabbani, & Saif Ahmad. (2025). AI-Driven Customer Insights in IT Services: A Framework for Personalization and Scalable Solutions. The American Journal of Engineering and Technology, 7(03), 35–49. https://doi.org/10.37547/tajet/Volume07Issue03-04.

MD Mahbub Rabbani, MD Nadil khan, Kirtibhai Desai, Mohammad Majharul Islam, Saif Ahmad, & Esrat Zahan Snigdha. (2025). Human-AI Collaboration in IT Systems Design: A Comprehensive Framework for Intelligent Co-Creation. The American Journal of Engineering and Technology, 7(03), 50–68. https://doi.org/10.37547/tajet/Volume07Issue03-05.

Kirtibhai Desai, MD Nadil khan, Mohammad Majharul Islam, MD Mahbub Rabbani, Saif Ahmad, & Esrat Zahan Snigdha. (2025). Sentiment analysis with ai for it service enhancement: leveraging user feedback for adaptive it solutions. The American Journal of Engineering and Technology, 7(03), 69–87. https://doi.org/10.37547/tajet/Volume07Issue03-06.

Mohammad Tonmoy Jubaear Mehedy, Muhammad Saqib Jalil, MahamSaeed, Abdullah al mamun, Esrat Zahan Snigdha, MD Nadil khan, NahidKhan, & MD Mohaiminul Hasan. (2025). Big Data and Machine Learning inHealthcare: A Business Intelligence Approach for Cost Optimization andService Improvement. The American Journal of Medical Sciences andPharmaceutical Research, 115–135.https://doi.org/10.37547/tajmspr/Volume07Issue0314.

Maham Saeed, Muhammad Saqib Jalil, Fares Mohammed Dahwal, Mohammad Tonmoy Jubaear Mehedy, Esrat Zahan Snigdha, Abdullah al mamun, & MD Nadil khan. (2025). The Impact of AI on Healthcare Workforce Management: Business Strategies for Talent Optimization and IT Integration. The American Journal of Medical Sciences and Pharmaceutical Research, 7(03), 136–156. https://doi.org/10.37547/tajmspr/Volume07Issue03-15.

Muhammad Saqib Jalil, Esrat Zahan Snigdha, Mohammad Tonmoy Jubaear Mehedy, Maham Saeed, Abdullah al mamun, MD Nadil khan, & Nahid Khan. (2025). AI-Powered Predictive Analytics in Healthcare Business: Enhancing OperationalEfficiency and Patient Outcomes. The American Journal of Medical Sciences and Pharmaceutical Research, 93–114. https://doi.org/10.37547/tajmspr/Volume07Issue03-13.

Esrat Zahan Snigdha, Muhammad Saqib Jalil, Fares Mohammed Dahwal, Maham Saeed, Mohammad Tonmoy Jubaear Mehedy, Abdullah al mamun, MD Nadil khan, & Syed Kamrul Hasan. (2025). Cybersecurity in Healthcare IT Systems: Business Risk Management and Data Privacy Strategies. The American Journal of Engineering and Technology, 163–184. https://doi.org/10.37547/tajet/Volume07Issue03-15.

Abdullah al mamun, Muhammad Saqib Jalil, Mohammad Tonmoy Jubaear Mehedy, Maham Saeed, Esrat Zahan Snigdha, MD Nadil khan, & Nahid Khan. (2025). Optimizing Revenue Cycle Management in Healthcare: AI and IT Solutions for Business Process Automation. The American Journal of Engineering and Technology, 141–162. https://doi.org/10.37547/tajet/Volume07Issue03-14.

Hasan, M. M., Mirza, J. B., Paul, R., Hasan, M. R., Hassan, A., Khan, M. N., & Islam, M. A. (2025). Human-AI Collaboration in Software Design: A Framework for Efficient Co Creation. AIJMR-Advanced International Journal of Multidisciplinary Research, 3(1). DOI: 10.62127/aijmr.2025.v03i01.1125

Mohammad Tonmoy Jubaear Mehedy, Muhammad Saqib Jalil, Maham Saeed, Esrat Zahan Snigdha, Nahid Khan, MD Mohaiminul Hasan.The American Journal of Medical Sciences and Pharmaceutical Research, 7(3). 115-135.https://doi.org/10.37547/tajmspr/Volume07Issue03-14.

Junaid Baig Mirza, MD Mohaiminul Hasan, Rajesh Paul, Mohammad Rakibul Hasan, Ayesha Islam Asha. AIJMR-Advanced International Journal of Multidisciplinary Research, Volume 3, Issue 1, January-February 2025 .DOI: 10.62127/aijmr.2025.v03i01.1123 .

Mohammad Rakibul Hasan, MD Mohaiminul Hasan, Junaid Baig Mirza, Ali Hassan, Rajesh Paul, MD Nadil Khan, Nabila Ahmed Nikita.AIJMR-Advanced International Journal of Multidisciplinary Research, Volume 3, Issue 1, January-February 2025 .DOI: 10.62127/aijmr.2025.v03i01.1124.

Gazi Mohammad Moinul Haque, Dhiraj Kumar Akula, Yaseen Shareef Mohammed, Asif Syed, & Yeasin Arafat. (2025). Cybersecurity Risk Management in the Age of Digital Transformation: A Systematic Literature Review. The American Journal of Engineering and Technology, 7(8), 126–150. https://doi.org/10.37547/tajet/Volume07Issue08-14

Yaseen Shareef Mohammed, Dhiraj Kumar Akula, Asif Syed, Gazi Mohammad Moinul Haque, & Yeasin Arafat. (2025). The Impact of Artificial Intelligence on Information Systems: Opportunities and Challenges. The American Journalof Engineering and Technology, 7(8), 151–176. https://doi.org/10.37547/tajet/Volume07Issue08-15

Yeasin Arafat, Dhiraj Kumar Akula, Yaseen Shareef Mohammed, Gazi Mohammad Moinul Haque, Mahzabin Binte Rahman, & Asif Syed. (2025). Big Data Analytics in Information Systems Research: Current Landscape and Future Prospects Focus: Data science, cloud platforms, real-time analytics in IS. The American Journal of Engineering and Technology, 7(8), 177–201. https://doi.org/10.37547/tajet/Volume07Issue08-16

Dhiraj Kumar Akula, Yaseen Shareef Mohammed, Asif Syed, Gazi Mohammad Moinul Haque, & Yeasin Arafat. (2025). The Role of Information Systems in Enhancing Strategic Decision Making: A Review and Future Directions. The American Journal of Management and Economics Innovations, 7(8), 80–105. https://doi.org/10.37547/tajmei/Volume07Issue08-07

Dhiraj Kumar Akula, Kazi Sanwarul Azim, Yaseen Shareef Mohammed, Asif Syed, & Gazi Mohammad Moinul Haque. (2025). Enterprise Architecture: Enabler of Organizational Agility and Digital Transformation. The American Journalof Management and Economics Innovations, 7(8), 54–79. https://doi.org/10.37547/tajmei/Volume07Issue08-06

Suresh Shivram Panchal, Iqbal Ansari, Kazi Sanwarul Azim, Kiran Bhujel, & Yogesh Sharad Ahirrao. (2025). Cyber Risk And Business Resilience: A Financial Perspective On IT Security Investment Decisions. The American Journal of Engineering and Technology, 7(09), 23–48.https://doi.org/10.37547/tajet/Volume07Issue09-04

Iqbal Ansari, Kazi Sanwarul Azim, Kiran Bhujel, Suresh Shivram Panchal, & Yogesh Sharad Ahirrao. (2025). Fintech Innovation And IT Infrastructure: Business Implications For Financial Inclusion And Digital Payment Systems. The American Journal of Engineering and Technology, 7(09), 49–73. https://doi.org/10.37547/tajet/Volume07Issue09-05.

Asif Syed, Iqbal Ansari, Kiran Bhujel, Yogesh Sharad Ahirrao, Suresh Shivram Panchal, & Yaseen Shareef Mohammed. (2025). Blockchain Integration In Business Finance: Enhancing Transparency, Efficiency, And Trust In Financial Ecosystems. The American Journal of Engineering and Technology, 7(09), 74–99. https://doi.org/10.37547/tajet/Volume07Issue09-06.

Kiran Bhujel, Iqbal Ansari, Kazi Sanwarul Azim, Suresh Shivram Panchal, & Yogesh Sharad Ahirrao. (2025). Digital Transformation In Corporate Finance: The Strategic Role Of IT In Driving Business Value. The American Journal of Engineering and Technology, 7(09), 100–125. https://doi.org/10.37547/tajet/Volume07Issue09-07.

Yogesh Sharad Ahirrao, Iqbal Ansari, Kazi Sanwarul Azim, Kiran Bhujel, & Suresh Shivram Panchal. (2025). AI-Powered Financial Strategy: Transforming Business Decision-Making Through Predictive Analytics. The American Journal of Engineering and Technology, 7(09), 126–151. https://doi.org/10.37547/tajet/Volume07Issue09-08.

Keya Karabi Roy, Maham Saeed, Mahzabin Binte Rahman, Kami Yangzen Lama, & Mustafa Abdullah Azzawi. (2025). Leveraging artificial intelligence for strategic decision-making in healthcare organizations: a business it perspective. The American Journal of Applied Sciences, 7(8), 74–93. https://doi.org/10.37547/tajas/Volume07Issue08-07

Maham Saeed. (2025). Data-Driven Healthcare: The Role of Business Intelligence Tools in Optimizing Clinical and Operational Performance. The American Journal of Applied Sciences, 7(8), 50–73. https://doi.org/10.37547/tajas/Volume07Issue08-06

Kazi Sanwarul Azim, Maham Saeed, Keya Karabi Roy, & Kami Yangzen Lama. (2025). Digital transformation in hospitals: evaluating the ROI of IT investments in health systems. The American Journal of Applied Sciences, 7(8), 94–116. https://doi.org/10.37547/tajas/Volume07Issue08-08

Kami Yangzen Lama, Maham Saeed, Keya Karabi Roy, & MD Abutaher Dewan. (2025). Cybersecurityac Strategies in Healthcare It Infrastructure: Balancing Innovation and Risk Management. The American Journal of Engineering and Technology, a7(8), 202–225. https://doi.org/10.37547/tajet/Volume07Issue08-17

Maham Saeed, Keya Karabi Roy, Kami Yangzen Lama, Mustafa Abdullah Azzawi, & Yeasin Arafat. (2025). IOTa and Wearable Technology in Patient Monitoring: Business Analyticacs Applications for Real-Time Health Management. The American Journal of Engineering and Technology, 7(8), 226–246. https://doi.org/10.37547/tajet/Volume07Issue08-18

Bhujel, K., Bulbul, S., Rafique, T., Majeed, A. A., & Maryam, D. S. (2024). Economic Inequality And Wealth Distribution. Educational Administration: Theory and Practice, 30(11), 2109–2118. https://doi.org/10.53555/kuey.v30i11.10294

Groenewald, D. E. S., Bhujel, K., Bilal, M. S., Rafique, T., Mahmood, D. S., Ijaz, A., Kantharia, D. F. A., & Groenewald, D. C. A. (2024). Enhancing Organizational performance through competency-based human resource management: A novel approach to performance evaluation. Educational Administration: Theory and Practice, 30(8), 284–290. https://doi.org/10.53555/kuey.v30i8.7250

Azam, M. A., Ansari, I., Haque, G. M. M., & Jahid, A. (2026). Leveraging Health Information Systems and Predictive Analytics to Improve Patient Outcomes: A Data-Driven Approach. The American Journal of Medical Sciences and Pharmaceutical Research, 8(03), 45–70. https://doi.org/10.37547/tajmspr/Volume08Issue03-06

Jahid, A., Haque, G. M. M., Ansari, I., & Azam, M. A. (2026). Sustainable IT Infrastructure and Green Data Analytics: Measuring Environmental Performance in Digital Enterprises. The American Journal of Engineering and Technology, 8(03), 80–106. https://doi.org/10.37547/tajet/Volume08Issue03-06

Haque, G. M. M., Ansari, I., Bhujel, K., Jahid, A., & Azam, M. A. (2026). Digital Transformation Strategies and IT Governance: Aligning Business Value with Technology Investments. The American Journal of Management and Economics Innovations, 8(3), 24–48. https://doi.org/10.37547/tajmei/Volume08Issue03-02

Ansari, I., Bhujel, K., & Khawaja, U. (2026). AI-Driven Predictive Analytics and DecisionOutcomes in Modern Enterprises: Impacts on Decision Quality, Speed, and Operational Performance. The American Journal of Engineering and Technology, 8(01), 145–167. https://doi.org/10.37547/tajet/Volume08Issue01-16,

Rashid, H. U., Chowdhury, M. A.-A., Das, S. R., & Afroz, S. (2026). Quantifying Cloud Cyber Risk Exposure: A Business Analytics Model for Multi-Cloud Security Posture Optimization. The American Journal of Interdisciplinary Innovations and Research, 8(06), 26–53. https://doi.org/10.37547/tajiir/Volume08Issue06-01

Chowdhury, M. A.-A., Rashid, H. U., Afroz, S., & Das, S. R. (2026). AI-Augmented Security Operations Centers: Predictive Threat Prioritization Using Business Impact Modeling and Machine Learning. The American Journal of Engineering and Technology, 8(06), 79–104. https://doi.org/10.37547/tajet/Volume08Issue06-04

Das, S. R., Afroz, S., Rashid, H. U., & Chowdhury, M. A.-A. (2026). Deep Learning-Driven Financial Fraud Detection: An Enterprise Risk Analytics Framework for Real-Time Anomaly Detection and Regulatory Compliance. The American Journal of Engineering and Technology, 8(06), 38–63. https://doi.org/10.37547/tajet/Volume08Issue06-02

Jahid, A., Afroz, S., Rashid, H. U., Chowdhury, M. A.-A., & Das, S. R. (2026). Modeling the Economic Impact of Ransomware Attacks: A Predictive Analytics Framework for Business Continuity Optimization and Cyber Resilience Investment Planning. The American Journal of Applied Sciences, 8(06), 38–66. https://doi.org/10.37547/tajas/Volume08Issue06-01

Al-Haddad S, Kotnour T. Integrating the organizational change literature: a model for successful change. Journal of Organizational Change Management. 2015;28(2):234-262.

Venkatesh V, Morris MG, Davis GB, Davis FD. User acceptance of information technology: Toward a unified view. MIS Quarterly. 2003;27(3):425-478.

Gordon LA, Loeb MP, Zhou L. The impact of information security breaches on firm value: a meta-analysis. Journal of Cybersecurity. 2020;6(1):tyaa010.