- Bernard T. Ferrari Professor of Business, Johns Hopkins University
Tinglong Dai is the Bernard T. Ferrari Professor at the Johns Hopkins Carey Business School. At Johns Hopkins, He is on the leadership team of the university-wide Business of Health Initiative and the executive committee of the Institute for Data Intensive Engineering and Science.
As a world-renowned expert in healthcare analytics and global supply chains, Dr. Dai has been quoted hundreds of times in the media, including Associated Press, Bloomberg, CNN, Fortune, Guardian, New York Times, NPR, USA Today, Wall Street Journal, and Washington Post, and has appeared in national and international TV such as BBC, CNBC, PBS NewsHour, and Sky News. In 2021, he was named as one of the World's Best 40 Under 40 Business School Professors by Poets & Quants.
His research has been published in leading academic journals, including Management Science, M&SOM, Marketing Science, and Operations Research, and has won numerous best paper awards. He earned a PhD (2013) in Operations Management and Robotics from Carnegie Mellon University.
Experience
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2021–presentProfessor of Operations Management & Business Analytics , Johns Hopkins University Carey Business School
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2024–presentBernard T. Ferrari Professor of Business, Johns Hopkins University Carey Business School
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2018–2021Associate Professor of Operations Management & Business Analytics , Johns Hopkins University Carey Business School
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2013–2018Assistant Professor of Operations Management & Business Analytics, Johns Hopkins University Carey Business School
Education
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2013Carnegie Mellon University, PhD in Operations Management/Robotics
Publications
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2024Scaling Adoption of Medical Artificial Intelligence: Reimbursement from Value-Based Care and Fee-for-Service Perspectives, NEJM AI
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2023Incorporating Artificial Intelligence into Healthcare Workflows: Models and Insights, INFORMS TutORials in Operations Research
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2023Autonomous Artificial Intelligence Increases Real-World Specialist Clinic Productivity in a Cluster-Randomized Trial, npj Digital Medicine
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2023Overdiagnosis and Undertesting for Infectious Diseases, Marketing Science
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2023Impact of Physician Payment Scheme on Diagnostic Effort and Testing, Management Science
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2022Managing Two-Dose COVID-19 Vaccine Rollouts with Limited Supply, Production and Operations Management
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2022Designing AI-Augmented Healthcare Delivery Systems for Physician Buy-in and Patient Acceptance, Production and Operations Management
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2022Integrating ESG Measures and Supply Chain Management: Research Opportunities in the Postpandemic Era, Service Science
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2022Does Transportation Mean Transplantation? Impact of New Airline Routes on Sharing of Cadaveric Kidneys, Management Science
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2022The Association between Timing of Elective Surgery Scheduling and Operating Theater Utilization: A Cross-Sectional Retrospective Study, Anesthesia & Analgesia
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2022A Theory of Interior Peaks: Activity Sequencing and Selection for Service Design, Manufacturing & Service Operations Management
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2022NIH Funding of COVID-19 Research in 2020: A Cross Sectional Study, BMJ Open
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2021A Nonprofit Public Utility Approach to Enhance Next-Generation Vaccine Manufacturing Capacity, Population Health Management
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2021Prioritizing Surgical Cases Deferred by the COVID-19 Pandemic: An Ethics-Inspired Algorithmic Framework for Health Leaders, BMJ Leader
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2021Co-opetition in Service Clusters with Waiting-Area Entertainment, Manufacturing & Service Operations Management
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2021Clinical Ambiguity and Conflicts of Interest in Interventional Cardiology Decision‐Making, Manufacturing & Service Operations Management
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2021Incentive Design for Operations-Marketing Multitasking, Management Science
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2021Transforming COVID-19 Vaccines into Vaccination: Challenges and Opportunities for Management Scientists, Health Care Management Science
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2020Innovative Online Platforms: Research Opportunities, Manufacturing & Service Operations Management
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2020Healthcare Operations Management: A Snapshot of Emerging Research, Manufacturing & Service Operations Management
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2020Impact of COVID-19: The Case for AI-Inspired Digital Transformation, OR/MS Today
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2020Covid-19 Created an Elective Surgery Backlog. How Can Hospitals Get Back on Track?, Harvard Business Review
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2020PPE Supply Chain Needs Data Transparency and Stress Testing, Journal of General Internal Medicine
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2020Health Organizational Design: Information Exchange and Accountability, Wiley StatsRef: Statistics Reference Online
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2020Conspicuous by Its Absence: Diagnostic Expert Testing Under Uncertainty, Marketing Science
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2020Jumping the Line, Charitably: Analysis and Remedy of Donor-Priority Rule, Management Science
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2020Colorectal cancer services during the COVID-19 pandemic, British Journal of Surgery
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2019Heart analytics: Analytical modeling of cardiovascular care, Naval Research Logistics
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2019Salesforce Contracting Under Uncertain Demand and Supply: Double Moral Hazard and Optimality of Smooth Contracts, Marketing Science
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2018Handbook of Healthcare Analytics, John Wiley & Sons
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2017Imaging room and beyond: The underlying economics behind physicians' test-ordering behavior in outpatient services, Manufacturing and Service Operations Management
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2016Impact of Inventory on Quota-bonus Contracts with Rent Sharing, Operations Research
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2016Automated multilateral negotiation on multiple issues with private information, INFORMS Journal on Computing
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2016Contracting for on-time delivery in the U.S. Influenza vaccine supply Chain, Manufacturing and Service Operations Management
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2013Salesforce compensation with inventory considerations, Management Science
Grants and Contracts
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2022Purposeful Design for AI-Augmented Healthcare: Harnessing Physician-in-the-Loop Systems to Improve the Patient Journey
- Role:
- PI
- Funding Source:
- The Johns Hopkins Discovery Award
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2022Incorporating AI into Day-to-Day Clinical Workflow: Impact of AI on Healthcare Operations, Physician Behavior, and Quality of Care
- Role:
- PI
- Funding Source:
- The Hopkins Business of Health Initiative Seed Grant
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2021Autonomous AI To Mitigate Disparities for Diabetic Retinopathy Screening in Youth During and After COVID-19
- Role:
- Consultant
- Funding Source:
- National Institutes of Health (NIH) R01
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2021Emulating How Experts Think. . . Under Unknown Objectives and Constraints: Augmenting Machine Learning through Inverse Optimization to Automatically Generate Personalized Treatment Plans
- Role:
- Co-PI
- Funding Source:
- The Johns Hopkins Discovery Award
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2020A Survey of Supply Chain Impacts on U.S. Healthcare Delivery Resulting from the SARS-CoV2 Pandemic
- Role:
- Co-PI
- Funding Source:
- Johns Hopkins Applied Physics Laboratory (APL) Grant
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2020Flattening the Curve of Elective Procedures: Implications and Management of Post-Pandemic Demand Surge of Dermatologic Surgery
- Role:
- Co-PI
- Funding Source:
- The Hopkins Business of Health Initiative Seed Grant on “COVID-19 and the Business of Health”
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2020Personalized Radiation Therapy Treatment Planning
- Role:
- Co-PI
- Funding Source:
- The Malone Center for Engineering in Healthcare Seed Grant Award
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2015Clinical Decision Ambiguity and Conflicts of Interests on Decision-Making in the Cardiac Catheterization Laboratory: A Stochastic Decision Theoretical Approach
- Role:
- PI
- Funding Source:
- The Johns Hopkins Discovery Award
Professional Memberships
- Institute for Operations Research and the Management Sciences (INFORMS)
Contact Tinglong for
- General
- Media request
- Speaking request
- Consulting / Advising
- Research collaboration
- Research supervision
- Location: Baltimore, Maryland, U.S.
- Website
- X (formerly Twitter): @TinglongDai
- Article Feed
- ORCID
- Joined
