@article{AhmedEtAl2026AdultDRScreening, author = {Ahmed, Mahnoor and Abr\`amoff, Michael D. and Lehmann, Harold P. and Dai, Tinglong and Wolf, Risa M. and Channa, Roomasa}, year = 2026, title = {Five-Year Cost-Effectiveness of {AI} for Adult Diabetic Eye Exams: A Health System Perspective}, journal = {npj Digital Medicine}, note = {Forthcoming.} } @book{cohen_dai_2026, year = 2026, title = {{AI} in {Supply} {Chains}: {Perspectives} from {Global} {Thought} {Leaders}}, shorttitle = {{AI} in {Supply} {Chains}}, publisher = {Springer Nature Switzerland}, address = {Cham}, series = {Springer {Series} in {Supply} {Chain} {Management}}, number = 27, doi = {10.1007/978-3-032-07054-8}, isbn = {978-3-032-07053-1 978-3-032-07054-8}, edition = {1st ed. 2026}, language = {eng}, editor = {Cohen, Maxime C. and Dai, Tinglong} } @techreport{LuanSinghDai2026Liability, author = {Luan, Shujie and Singh, Shubhranshu and Dai, Tinglong}, year = 2026, title = {Algorithm Design and Physician Liability}, doi = {10.2139/ssrn.5046254}, url = {https://ssrn.com/abstract=5046254}, institution = {Johns Hopkins University}, type = {Working Paper}, note = {Under review.} } @techreport{GuiDai2026PowerCouple, author = {Gui, Luyi and Dai, Tinglong}, year = 2026, title = {Power Couple? {AI} Growth and Renewable Energy Investment}, doi = {10.2139/ssrn.6166290}, url = {https://ssrn.com/abstract=6166290}, institution = {Johns Hopkins University}, type = {Working Paper}, note = {Under review.} } @article{lai_regulating_2025, author = {Lai, Jiayi and Xu, Liang and Fang, Xin and Dai, Tinglong}, year = 2026, title = {Regulating Adaptive New Products: Can Less Oversight Lead to Better Development Practices?}, journal = {Management Science}, doi = {10.2139/ssrn.5009572}, url = {https://ssrn.com/abstract=5009572}, note = {Forthcoming.} } @article{DaiSwaminathan2025AIOM, author = {Dai, Tinglong and Swaminathan, Jayashankar M.}, year = 2026, title = {Artificial Intelligence and Operations: A Foundational Framework of Emerging Research and Practice}, journal = {Production and Operations Management}, volume = 35, number = 9, pages = {3255--3271}, month = sep, doi = {10.1177/10591478251412943}, url = {https://doi.org/10.1177/10591478251412943}, note = {Lead article.} } @techreport{AdidaDai2025, author = {Elodie Adida and Tinglong Dai}, year = 2026, title = {Provider Payment Models for Transformative Technologies in Healthcare}, month = aug, day = 4, doi = {10.2139/ssrn.5097711}, url = {https://ssrn.com/abstract=5097711}, institution = {Johns Hopkins University}, type = {Working Paper} } @article{DaiMcDonaldBaumgart2026LancetWorkforce, author = {Dai, Tinglong and McDonald, Kathryn M. and Baumgart, Daniel C.}, year = 2026, title = {Global Advances in Health Artificial Intelligence: A Workforce Imperative}, journal = {The Lancet}, volume = 408, number = 10554, pages = {572--576}, month = aug, doi = {10.1016/S0140-6736(26)00693-8}, url = {https://doi.org/10.1016/S0140-6736(26)00693-8}, note = {Viewpoint.} } @article{DaiMS2026SoundCommentary, author = {Dai, Tinglong}, year = 2026, title = {The Sound We Haven't Heard Before: A Commentary on ``Fighting Fire with Fire: Infusing {AI} into Peer Review to Sustain Quality Scholarship''}, journal = {Management Science}, month = aug, pages = {mnsc.2026.02441}, doi = {10.1287/mnsc.2026.02441}, url = {https://doi.org/10.1287/mnsc.2026.02441}, note = {ePub ahead of print, August 2026. Free access.} } @article{YangDaiWolf2026, author = {Yang, Haiyang and Dai, Tinglong and Wolf, Risa M.}, year = 2026, title = {Financial Incentives Increase Uptake and Perceived Effectiveness of Autonomous Medical {AI}, yet Patients Still Seek Human Reconfirmation}, journal = {npj Digital Medicine}, volume = 9, number = 1, pages = {587}, month = jul, doi = {10.1038/s41746-026-02635-0}, url = {https://doi.org/10.1038/s41746-026-02635-0} } @techreport{SinghGhoshDai2026HumanFallback, author = {Singh, Simrita and Ghosh, Naireet and Dai, Tinglong}, year = 2026, title = {Managing the Human Fallback: Skill Investment Under Improving {AI} and Worker Mobility}, month = jun, day = 27, url = {https://arxiv.org/abs/2606.29111}, institution = {Johns Hopkins University}, type = {Working Paper}, note = {Under review. arXiv:2606.29111.} } @article{ZuoDaiKeppo2021, author = {Ruiting Zuo and Tinglong Dai and Jussi Keppo}, year = 2026, title = {Incentive Design and Pricing Under Limited Inventory}, journal = {Manufacturing \& Service Operations Management}, month = jun, day = 15, doi = {10.1287/msom.2026.0118}, url = {https://doi.org/10.1287/msom.2026.0118}, note = {ePub ahead of print, June 2026.} } @article{DaiSimchiLeviWuXie2026AssuredAutonomy, author = {Dai, Tinglong and Simchi-Levi, David and Wu, Michelle Xiao and Xie, Yao}, year = 2026, title = {Assured Autonomy: How Operations Research Powers and Orchestrates Generative {AI} Systems}, journal = {Production and Operations Management}, month = jun, pages = {10591478261455127}, doi = {10.1177/10591478261455127}, url = {https://doi.org/10.1177/10591478261455127}, note = {ePub ahead of print, June 2026. Authors listed alphabetically (Dai first by convention).} } @article{CohenEtAl2026SCMAIVision, author = {Maxime C. Cohen and Tinglong Dai and Georgia Perakis and Narendra Agrawal and Gad Allon and Robert N. Boute and Gerard P Cachon and Zhe Chen and Morris A. Cohen and Rares Cristian and Vinayak Deshpande and Francis de V\'ericourt and Jan C. Fransoo and Joren Gijsbrechts and Pavithra Harsha and Ming Hu and Pinar Keskinocak and Caleb Kwon and Hau L. Lee and Sheng Liu and Konstantina Mellou and Ishai Menache and Jason Miller and Serguei Netessine and Tava Lennon Olsen and Jeevan Pathuri and Robert Peels and Yongzhi Qi and Ananth Raman and Anne Robinson and Zuo-Jun Max Shen and Masha Shunko and David Simchi-Levi and Hannah Smalley and Jing-Sheng Jeannette Song and Jayashankar M. Swaminathan and Christopher S. Tang and Sridhar R. Tayur and Maximiliano Udenio and Jan Albert Van Mieghem and Yuqian Xu and Dennis Zhang}, year = 2026, title = {Supply Chain Management in the AI Era: A Vision Statement from the Operations Management Community}, journal = {Manufacturing \& Service Operations Management}, volume = 28, number = 3, pages = {687--705}, month = may, doi = {10.1287/msom.2025.1065}, url = {https://doi.org/10.1287/msom.2025.1065}, note = {OM Forum. Lead article. Preprint DOI: 10.2139/ssrn.5792542} } @article{GilbertDai2026b, author = {Gilbert, Stephen and Dai, Tinglong}, year = 2026, title = {Expert Perspectives on Recent {US} Digital Medicine Regulation Policy Changes and the {TEMPO} Pilot}, journal = {npj Digital Medicine}, volume = 9, number = 1, pages = {380}, month = may, doi = {10.1038/s41746-026-02786-0}, url = {https://doi.org/10.1038/s41746-026-02786-0} } @article{GilbertDai2026c, author = {Gilbert, Stephen and Dai, Tinglong}, year = 2026, title = {Expert Perspectives on the Ecosystem of Medical {AI} Oversight in the {GenAI} Era}, journal = {npj Digital Medicine}, volume = 9, number = 1, pages = {395}, month = may, doi = {10.1038/s41746-026-02785-1}, url = {https://doi.org/10.1038/s41746-026-02785-1} } @article{GilbertDai2026a, author = {Gilbert, Stephen and Dai, Tinglong}, year = 2026, title = {Expert Perspectives on {US} Regulatory Approaches to Large Language Models in Healthcare}, journal = {npj Digital Medicine}, volume = 9, number = 1, pages = {382}, month = may, doi = {10.1038/s41746-026-02787-z}, url = {https://doi.org/10.1038/s41746-026-02787-z} } @article{WangDai2020, author = {Guihua Wang and Minmin Zhang and Tinglong Dai}, year = 2026, title = {The Spillover Effect of Suspending Non-essential Surgery: Evidence from Kidney Transplantation}, journal = {Management Science}, month = may, doi = {10.2139/ssrn.3719662}, url = {https://doi.org/10.2139/ssrn.3719662}, note = {ePub ahead of print, May 2026.} } @article{BareamichaelEtAl2026AJHP, author = {Bareamichael, Pineal and Dai, Tinglong and Socal, Mariana P. and Anderson, Gerard}, year = 2026, title = {Balancing Opportunities and Risks of Artificial Intelligence in Drug Policy and Regulation}, journal = {American Journal of Health-System Pharmacy}, month = apr, pages = {zxag124}, doi = {10.1093/ajhp/zxag124}, url = {https://doi.org/10.1093/ajhp/zxag124} } @article{Patil2026, author = {Patil, Shefali and Dai, Tinglong and Myers, Christopher G.}, year = 2026, title = {The Hidden Costs of Outsourcing Judgment to {AI} Suppliers}, month = mar, day = 10, journal = {California Management Review Insights}, url = {https://cmr.berkeley.edu/assets/documents/pdf/2026-03-the-hidden-costs-of-outsourcing-judgment-to-ai-suppliers.pdf} } @article{Zhong2026, author = {Zhong, Huaiyang and Wang, Guihua and Dai, Tinglong}, year = 2026, month = mar, title = {Wheels on the Bus: Impact of Vaccine Rollouts on Demand for Public Transportation}, journal = {Production and Operations Management}, volume = 35, number = 3, pages = {799--816}, doi = {10.1177/10591478251377162}, url = {https://doi.org/10.1177/10591478251377162} } @article{PatilMyersDai2026, author = {Patil, Shefali V. and Myers, Christopher G. and Dai, Tinglong}, year = 2026, title = {Protecting clinical value judgment in the age of {AI}}, month = mar, journal = {{npj} Digital Medicine}, volume = 9, number = 1, pages = 269, doi = {10.1038/s41746-026-02561-1}, url = {https://doi.org/10.1038/s41746-026-02561-1} } @article{Lee2026FDAOrthopaedicAIMDs, author = {Lee, Branden and Jay, Mitchell and Fox, Henry and Padley, James and Dai, Tinglong and Levin, Adam S.}, year = 2026, title = {{FDA-Cleared Artificial Intelligence Medical Devices in Orthopaedic Surgery}}, month = feb, journal = {JAAOS: Global Research and Reviews}, volume = 10, number = 2, pages = {e25.00170}, doi = {10.5435/JAAOSGlobal-D-25-00170}, url = {https://journals.lww.com/jaaosglobal/fulltext/2026/02000/fda_cleared_artificial_intelligence_medical.7.aspx} } @article{Socal2026TariffsAPIsGenericDrugs, author = {Socal, Mariana P. and Sun, Yunxiang and Ballreich, Jeromie and Acha, Joy and Yazdi, Mohammad Ali and Dai, Tinglong and Dada, Maqbool}, year = 2026, title = {{Potential Impact of Tariffs on Active Pharmaceutical Ingredients on the Price of U.S.-Made Generic Drugs}}, month = feb, journal = {Health Affairs Scholar}, volume = 4, number = 2, pages = {qxaf247}, doi = {10.1093/haschl/qxaf247}, url = {https://academic.oup.com/healthaffairsscholar/article/4/2/qxaf247/8402426}, note = {Advance access publication: 2025-12-23} } @article{Hunt2026, author = {Hunt, Matthew S. and Dai, Tinglong and Abr{\`a}moff, Michael D.}, year = 2026, month = jan, title = {Evaluating commercial multimodal {AI} for diabetic eye screening and implications for an alternative regulatory pathway}, journal = {{npj} Digital Medicine}, volume = 9, number = 1, pages = 42, doi = {10.1038/s41746-025-02216-7}, url = {https://www.nature.com/articles/s41746-025-02216-7} } @article{wiberg2026synergizing, author = {Wiberg, Holly and Dai, Tinglong and Lam, Henry and Kulkarni, Radhika}, year = 2026, month = jan, title = {Synergizing Artificial Intelligence and Operations Research: Perspectives from {INFORMS} Fellows on the Next Frontier}, journal = {INFORMS Journal on Data Science}, volume = 5, number = 1, pages = {14--23}, doi = {10.1287/ijds.2025.0077}, url = {https://doi.org/10.1287/ijds.2025.0077} } @unpublished{DaiTaylor2025EnterpriseAI, author = {Dai, Tinglong and Taylor, Terry}, year = 2025, title = {Designing Enterprise {AI} Systems: Hallucination, Creativity, and Moral Hazard}, url = {https://dx.doi.org/10.2139/ssrn.5996714}, note = {Working paper} } @article{DaiWolfYang2025, author = {Dai, Tinglong and Wolf, Risa M. and Yang, Haiyang}, year = 2025, title = {Unlearning in Medical {AI}: A New Frontier for Privacy, Regulation, and Trust}, journal = {Health Affairs Forefront}, doi = {10.1377/forefront.20250822.284476}, url = {https://doi.org/10.1377/forefront.20250822.284476} } @article{DaiKvedarPolsky2025, author = {Dai, Tinglong and Kvedar, Joseph C. and Polsky, Daniel}, year = 2025, month = dec, title = {Policy brief: Ambient {AI} scribes and the coding arms race}, journal = {{npj} Digital Medicine}, volume = 8, number = 1, pages = 780, doi = {10.1038/s41746-025-02272-z}, url = {https://doi.org/10.1038/s41746-025-02272-z} } @article{DaiSingh2025, author = {Tinglong Dai and Simrita Singh}, year = 2025, month = nov, title = {Using Artificial Intelligence as Gatekeeper or Second Opinion: Designing Patient Pathways for Artificial Intelligence Augmented Healthcare}, journal = {Production and Operations Management}, volume = {(forthcoming)}, number = {}, doi = {10.1177/10591478251403269}, url = {https://doi.org/10.1177/10591478251403269} } @article{dai2025artificial, author = {Dai, Tinglong and Singh, Shubhranshu}, year = 2025, month = oct, title = {Artificial Intelligence on Call: The Physician's Decision of Whether to Use {AI} in Clinical Practice}, journal = {Journal of Marketing Research}, volume = 62, number = 5, pages = {854--875}, doi = {10.1177/00222437251332898}, url = {http://dx.doi.org/10.1177/00222437251332898} } @article{socal2025antibiotic, author = {Socal, Mariana P. and Sun, Yunxiang and Ballreich, Jeromie M. and Lambert, Jennifer Dailey and Dai, Tinglong and Dada, Maqbool}, year = 2025, month = oct, title = {US Antibiotic Importation and Supply Chain Vulnerabilities}, journal = {JAMA Health Forum}, volume = 6, number = 10, pages = {e253871}, doi = {10.1001/jamahealthforum.2025.3871}, url = {https://doi.org/10.1001/jamahealthforum.2025.3871}, note = {Published Online: October 3, 2025} } @article{Martagan2025, author = {Martagan, Tugce and Dai, Tinglong}, year = 2025, title = {Synergizing artificial intelligence and operations research for advancements in biomanufacturing}, month = sep, journal = {Health Care Management Science}, publisher = {Springer Science and Business Media LLC}, volume = 28, number = 4, pages = {930–935}, doi = {10.1007/s10729-025-09725-7}, issn = {1572-9389}, url = {http://dx.doi.org/10.1007/s10729-025-09725-7} } @techreport{SimchiLeviDaiMenacheWu2025, author = {Simchi-Levi, David and Dai, Tinglong and Menache, Ishai and Wu, Michelle Xiao}, year = 2025, title = {Democratizing Optimization with Generative {AI}}, month = sep, number = 5511218, doi = {10.2139/ssrn.5511218}, url = {https://doi.org/10.2139/ssrn.5511218}, institution = {Johns Hopkins University}, type = {Working Paper} } @article{Socal2025, author = {Socal, Mariana P. and Acha, Joy and Yang, Chia-Yu and Sun, Yunxiang and Dada, Maqbool and Dai, Tinglong and Anderson, Gerard and Ballreich, Jeromie}, year = 2025, title = {Key Drivers and Mitigation Strategies of Oncology Drug Shortages 2023 to 2025}, month = sep, journal = {The Cancer Journal}, publisher = {Ovid Technologies (Wolters Kluwer Health)}, volume = 31, number = 5, doi = {10.1097/ppo.0000000000000791}, url = {http://dx.doi.org/10.1097/PPO.0000000000000791} } @article{Yang2025GenAI, author = {Yang, Haiyang and Dai, Tinglong and Mathioudakis, Nestoras and Knight, Amy M. and Nakayasu, Yuna and Wolf, Risa M.}, year = 2025, month = aug, title = {Peer perceptions of clinicians using generative {AI} in medical decision-making}, journal = {{npj} Digital Medicine}, publisher = {Nature Publishing Group}, volume = 8, pages = 530, doi = {10.1038/s41746-025-01901-x}, url = {https://doi.org/10.1038/s41746-025-01901-x} } @article{Lee2025AIRecalls, author = {Lee, Branden and Kramer, Patrick and Sandri, Sara and Chanda, Ritika and Favorito, Crystal and Nasef, Olivia and Ross, Joseph S. and Sharfstein, Joshua and Dai, Tinglong}, year = 2025, title = {Early Recalls and Clinical Validation Gaps in Artificial Intelligence--Enabled Medical Devices}, month = aug, journal = {JAMA Health Forum}, publisher = {American Medical Association (AMA)}, volume = 6, number = 8, pages = {e253172}, doi = {10.1001/jamahealthforum.2025.3172}, issn = {2689-0186}, url = {http://dx.doi.org/10.1001/jamahealthforum.2025.3172} } @article{socal2025prescription, author = {Socal, Mariana P. and Dada, Maqbool and Dai, Tinglong}, year = 2025, month = jul, title = {Prescription for made in {A}merica? Tariffs and {U.S.} drug manufacturing}, journal = {Health Affairs Scholar}, volume = 3, number = 7, pages = {qxaf122}, doi = {10.1093/haschl/qxaf122} } @techreport{LiDai2025LumineticsCore, author = {Li, Michael Lingzhi and Dai, Tinglong}, year = 2025, title = {The Future in Sight: {LumineticsCore} and the First Autonomous {AI} for Diagnostics}, month = jul, address = {Boston, MA}, number = {626-019}, pages = 8, url = {https://hbsp.harvard.edu/product/626019-PDF-ENG}, urldate = {2025-09-14}, note = {Product \# 626019-PDF-ENG}, type = {Case}, institution = {Harvard Business School} } @article{Lee2025AIPaths, author = {Lee, Branden and Patel, Shivam and Favorito, Crystal and Sandri, Sara and Jennings, Maria Rain and Dai, Tinglong}, year = 2025, title = {Development and Commercialization Pathways of {AI} Medical Devices in the {United States}: Implications for Safety and Regulatory Oversight}, month = may, journal = {NEJM AI}, volume = 2, number = 7, pages = {AIra2500061}, doi = {10.1056/AIra2500061}, url = {http://bit.ly/fdaai25} } @techreport{DadaDaiSunSocal2025, author = {Dada, Maqbool and Dai, Tinglong and Sun, Yunxiang and Socal, Mariana}, year = 2025, title = {Tariffs as a Hidden Tax: Price Pass-Through in Multi-Stage Supply Chains}, month = apr, doi = {10.2139/ssrn.5237643}, url = {https://ssrn.com/abstract=5237643}, type = {Working {Paper}}, institution = {Johns Hopkins University} } @article{sagona2025trust, author = {Sagona, Madeline and Dai, Tinglong and Macis, Mario and Darden, Michael}, year = 2025, month = mar, title = {Trust in {AI}-assisted health systems and {AI}'s trust in humans}, journal = {{npj} Health Systems}, publisher = {Nature Publishing Group}, volume = 2, number = 1, pages = 10, doi = {10.1038/s44401-025-00016-5}, url = {https://doi.org/10.1038/s44401-025-00016-5} } @article{Dai2025, author = {Dai, Tinglong and Singh, Shubhranshu}, year = 2025, title = {Overdiagnosis and Undertesting for Infectious Diseases}, month = {mar}, journal = {Marketing Science}, volume = 44, number = 2, pages = {353--373}, doi = {10.1287/mksc.2022.0038}, url = {http://dx.doi.org/10.1287/mksc.2022.0038} } @article{Gilbert2025, author = {Gilbert, Stephen and Dai, Tinglong and Mathias, Rebecca}, year = 2025, title = {Consternation as {C}ongress proposal for autonomous prescribing {AI} coincides with the haphazard cuts at the {FDA}}, month = {mar}, journal = {{npj} Digital Medicine}, publisher = {Springer Science and Business Media LLC}, volume = 8, number = 1, doi = {10.1038/s41746-025-01540-2}, issn = {2398-6352}, url = {http://dx.doi.org/10.1038/s41746-025-01540-2} } @article{Ahmed2025, author = {Ahmed, Mahnoor and Dai, Tinglong and Channa, Roomasa and Abr{\`a}moff, Michael D. and Lehmann, Harold P. and Wolf, Risa M.}, year = 2025, title = {Cost-effectiveness of {AI} for pediatric diabetic eye exams from a health system perspective}, month = {jan}, journal = {{npj} Digital Medicine}, volume = 8, number = 1, doi = {10.1038/s41746-024-01382-4}, url = {https://doi.org/10.1038/s41746-024-01382-4} } @incollection{DaiTang2024b, author = {Dai, Tinglong and Tang, Christopher S.}, year = 2024, title = {Natural Hazards and Supply Chain}, booktitle = {Oxford Research Encyclopedia of Natural Hazard Science}, publisher = {Oxford University Press}, address = {Oxford, UK}, doi = {10.1093/acrefore/9780199389407.013.512}, url = {https://doi.org/10.1093/acrefore/9780199389407.013.512} } @incollection{DaiLeeTang2024, author = {Dai, Tinglong and Lee, Hau L. and Tang, Christopher S.}, year = 2024, title = {Toward Supply-Chain-Aware {ESG} Measures}, booktitle = {Responsible and Sustainable Operations}, publisher = {Springer}, address = {Cham}, series = {Springer Series in Supply Chain Management}, volume = 24, pages = {235--252}, doi = {10.1007/978-3-031-60867-4_15}, url = {https://doi.org/10.1007/978-3-031-60867-4_15}, editor = {Tang, Christopher S.} } @techreport{LuanSinghDai2024, author = {Shujie Luan and Shubhranshu Singh and Tinglong Dai}, year = 2024, title = {Algorithmic Bias and Physician Liability}, month = {December}, doi = {10.2139/ssrn.5046254}, url = {https://ssrn.com/abstract=5046254}, institution = {Johns Hopkins University}, type = {Working Paper} } @article{Ho2024, author = {Ho, Cindy N. and Tian, Tiffany and Ayers, Alessandra T. and Aaron, Rachel E. and Phillips, Vidith and Wolf, Risa M. and Mathioudakis, Nestoras and Dai, Tinglong and Klonoff, David C.}, year = 2024, title = {Qualitative metrics from the biomedical literature for evaluating large language models in clinical decision-making: A narrative review}, month = {nov}, journal = {BMC Medical Informatics and Decision Making}, volume = 24, number = 1, doi = {10.1186/s12911-024-02757-z}, issn = {1472-6947}, url = {http://dx.doi.org/10.1186/s12911-024-02757-z} } @article{DaiTang2024a, author = {Tinglong Dai and Christopher S. Tang}, year = 2024, month = oct, title = {De-risking Global Supply Chains: Looking Beyond Material Flows}, journal = {Asia Policy}, volume = 19, number = 4, pages = {153--176}, doi = {10.1353/asp.2024.a942841}, url = {https://www.nbr.org/wp-content/uploads/pdfs/publications/asiapolicy19-4_dai_tang_oct2024.pdf} } @article{Adida2024, author = {Elodie Adida and Tinglong Dai}, year = 2024, month = aug, title = {Impact of Physician Payment Scheme on Diagnostic Effort and Testing}, journal = {Management Science}, volume = 70, number = 8, pages = {5408--5425}, doi = {10.1287/mnsc.2023.4937}, url = {https://doi.org/10.1287/mnsc.2023.4937} } @article{abramoff2024, author = {Michael D. Abr{\`a}moff and Tinglong Dai and James Zou}, year = 2024, month = may, title = {Scaling Adoption of Medical {AI} --- Reimbursement from Value-Based Care and Fee-for-Service Perspectives}, journal = {NEJM AI}, volume = 1, number = 5, pages = {AIpc2400083}, doi = {10.1056/AIpc2400083}, url = {http://dx.doi.org/10.1056/AIpc2400083} } @incollection{dai2023incorporating, author = {Dai, Tinglong and Abr{\`a}moff, Michael D}, year = 2023, title = {Incorporating Artificial Intelligence into Healthcare Workflows: Models and Insights}, booktitle = {Tutorials in Operations Research: Advancing the Frontiers of OR/MS: From Methodologies to Applications}, publisher = {INFORMS}, pages = {133--155}, doi = {10.1287/educ.2023.0257}, url = {https://doi.org/10.1287/educ.2023.0257} } @article{abramoff2023, author = {Abr{\`a}moff, Michael D. and Whitestone, Noelle and Patnaik, Jennifer L. and Rich, Emily and Ahmed, Munir and Husain, Lutful and Hassan, Mohammad Yeadul and Tanjil, Md. Sajidul Huq and Weitzman, Dena and Dai, Tinglong and Wagner, Brandie D. and Cherwek, David H. and Congdon, Nathan and Islam, Khairul}, year = 2023, title = {Autonomous artificial intelligence increases real-world specialist clinic productivity in a cluster-randomized trial}, month = {October}, journal = {{npj} Digital Medicine}, publisher = {Springer Science and Business Media LLC}, volume = 6, number = 1, doi = {10.1038/s41746-023-00931-7}, issn = {2398-6352}, url = {https://doi.org/10.1038/s41746-023-00931-7} } @article{MakDaiTang22, author = {Mak, Ho-Yin and Dai, Tinglong and Tang, Christopher S.}, year = 2022, month = dec, title = {Managing two-dose {COVID-19} vaccine rollouts with limited supply: Operations strategies for distributing time-sensitive resources}, journal = {Production and Operations Management}, volume = 31, number = 12, pages = {4424--4442}, doi = {https://doi.org/10.1111/poms.13862}, url = {https://doi.org/10.1111/poms.13862} } @techreport{AhmadiDaiGhobadi2022, author = {Farzin Ahmadi and Tinglong Dai and Kimia Ghobadi}, year = 2022, title = {You are What You Eat: A Preference-Aware Inverse Optimization Approach}, month = dec, doi = {10.2139/ssrn.4298746}, url = {https://doi.org/10.2139/ssrn.4298746}, type = {Working Paper}, institution = {SSRN} } @article{Dai2022, author = {Tinglong Dai and Sridhar Tayur}, year = 2022, title = {Designing {AI}-augmented healthcare delivery systems for physician buy-in and patient acceptance}, month = {sep}, journal = {Production and Operations Management}, publisher = {Wiley}, volume = 31, number = 12, pages = {4443--4451}, doi = {10.1111/poms.13850}, url = {https://doi.org/10.1111/poms.13850} } @article{BalaguruEtAl2022NIHFunding, author = {Logesvar Balaguru and Chen Dun and Andrea Meyer and Sanuri Hennayake and Christi Walsh and Christopher Kung and Brittany Cary and Frank Migliarese and Tinglong Dai and Ge Bai and Kathleen Sutcliffe and Martin Makary}, year = 2022, title = {{NIH} Funding of {COVID}-19 Research in 2020: A Cross-Sectional Study}, month = may, journal = {BMJ Open}, volume = 12, number = 5, pages = {e059041}, doi = {10.1136/bmjopen-2021-059041}, url = {https://doi.org/10.1136/bmjopen-2021-059041} } @article{WangZhengDai2022, author = {Guihua Wang and Ronghuo Zheng and Tinglong Dai}, year = 2022, title = {Does Transportation Mean Transplantation? Impact of New Airline Routes on Sharing of Cadaveric Kidneys}, month = {may}, journal = {Management Science}, publisher = {Institute for Operations Research and the Management Sciences ({INFORMS})}, volume = 68, number = 5, pages = {3660--3679}, doi = {10.1287/mnsc.2021.4103}, url = {https://doi.org/10.1287/mnsc.2021.4103} } @article{dai_cathlab2022, author = {Dai, Tinglong and Wang, Xiaofang and Hwang, Chao-Wei}, year = 2022, month = mar, title = {Clinical Ambiguity and Conflicts of Interest in Interventional Cardiology Decision Making}, journal = {Manufacturing \& Service Operations Management}, volume = 24, number = 2, pages = {864--882}, doi = {10.1287/msom.2021.0969}, url = {https://doi.org/10.1287/msom.2021.0969} } @article{ldq_ip, author = {Li, Yifu and Dai, Tinglong and Qi, Xiangtong}, year = 2022, month = mar, title = {A Theory of Interior Peaks: Activity Sequencing and Selection for Service Design}, journal = {Manufacturing \& Service Operations Management}, volume = 24, number = 2, pages = {993--1001}, doi = {10.1287/msom.2021.0970}, url = {https://doi.org/10.1287/msom.2021.0970} } @article{Dai2022_ESG, author = {Dai, Tinglong and Tang, Christopher S.}, year = 2022, title = {Integrating {ESG} measures and supply chain management: Research opportunities in the postpandemic era}, month = {mar}, journal = {Service Science}, volume = 14, number = 1, pages = {1--12}, doi = {10.1287/serv.2021.0295}, url = {https://doi.org/10.1287/serv.2021.0295} } @article{Lee2022-qh, author = {Lee, Soo-Hoon and Dai, Tinglong and Phan, Phillip H and Moran, Nehama and Stonemetz, Jerry}, year = 2022, title = {The association between timing of elective surgery scheduling and operating theater utilization: A cross-sectional retrospective study}, month = {mar}, journal = {Anesthesia \& Analgesia}, volume = 134, number = 3, pages = {455--462}, doi = {10.1213/ane.0000000000005871}, url = {https://doi.org/10.1213/ane.0000000000005871} } @article{JainDaiMyers21, author = {Jain, Amit and Dai, Tinglong and Myers, Christopher G and Jain, Punya and Aggarwal, Shruti}, year = 2021, title = {Prioritising surgical cases deferred by the {COVID-19} pandemic: An ethics-inspired algorithmic framework for health leaders}, journal = {BMJ Leader}, volume = 5, number = 2, pages = {124--126}, doi = {10.1136/leader-2020-000343}, url = {https://doi.org/10.1136/leader-2020-000343} } @article{LiljenquistDaiBai2021, author = {Liljenquist, Dan and Dai, Tinglong and Bai, Ge}, year = 2021, month = oct, title = {A Nonprofit Public Utility Approach to Enhance Next-Generation Vaccine Manufacturing Capacity}, journal = {Population Health Management}, volume = 24, number = 5, pages = {546--547}, doi = {10.1089/pop.2020.0377}, url = {https://doi.org/10.1089/pop.2020.0377} } @article{Dai2021, author = {Tinglong Dai and Jing-Sheng Song}, year = 2021, title = {Transforming {COVID}-19 Vaccines into Vaccination: Challenges and Opportunities for Management Scientists}, month = {September}, journal = {Health Care Management Science}, volume = 24, number = 3, pages = {455--459}, doi = {10.1007/s10729-021-09563-3}, url = {https://doi.org/10.1007/s10729-021-09563-3} } @article{DaiKeRyan2021, author = {Tinglong Dai and Rongzhu Ke and Christopher Thomas Ryan}, year = 2021, title = {Incentive Design for Operations-Marketing Multitasking}, month = {April}, journal = {Management Science}, publisher = {Institute for Operations Research and the Management Sciences ({INFORMS})}, volume = 67, number = 4, pages = {2211--2230}, doi = {10.1287/mnsc.2020.3651}, url = {https://doi.org/10.1287/mnsc.2020.3651} } @article{dai_heart_2019, author = {Dai, Tinglong and Gleason, Kelly and Hwang, Chao-Wei and Davidson, Patricia}, year = 2021, month = feb, title = {Heart analytics: Analytical modeling of cardiovascular care}, journal = {Naval Research Logistics (NRL)}, volume = 68, number = 1, pages = {30--43}, doi = {10.1002/nav.21880}, url = {https://doi.org/10.1002/nav.21880}, note = {First published online November 27, 2019.} } @article{DaiJCN2021, author = {Tinglong Dai and Muhammad H. Zaman and William V. Padula and Patricia M. Davidson}, year = 2021, title = {Supply Chain Failures Amid {Covid-19} Signal a New Pillar for Global Health Preparedness}, month = {jan}, journal = {Journal of Clinical Nursing}, publisher = {Wiley}, volume = 30, number = {1--2}, pages = {e1--e3}, doi = {10.1111/jocn.15400}, url = {https://doi.org/10.1111/jocn.15400} } @article{yuan_co-opetition_2021, author = {Xuchuan Yuan and Tinglong Dai and Lucy Gongtao Chen and Srinagesh Gavirneni}, year = 2021, title = {Co-Opetition in Service Clusters with Waiting-Area Entertainment}, month = {jan}, journal = {Manufacturing \& Service Operations Management}, volume = 23, number = 1, pages = {106--122}, doi = {10.1287/msom.2019.0815}, url = {https://pubsonline.informs.org/doi/10.1287/msom.2019.0815} } @article{Chen_platforms_2020, author = {Chen, Ying-Ju and Dai, Tinglong and Korpeoglu, C. Gizem and K\"{o}rpeo\u{g}lu, Ersin and Sahin, Ozge and Tang, Christopher S. and Xiao, Shihong}, year = 2020, title = {{OM} Forum---{I}nnovative Online Platforms: Research Opportunities}, journal = {Manufacturing \& Service Operations Management}, volume = 22, number = 3, pages = {430--445}, doi = {10.1287/msom.2018.0757}, url = {https://doi.org/10.1287/msom.2018.0757} } @article{Courtney_2020, author = {Courtney, Alona and Howell, Ann-Marie and Daulatzai, Najib and Savva, Nicos and Warren, Oliver and Mills, Sarah and Rasheed, Shahnawaz and Milind, Goel and Tekkis, Nicholas and Gardiner, Matthew and Dai, Tinglong and Safar, Bashar and Efron, Jonathan Edward and Darzi, Ara and Kontovounisios, Christos and Tekkis, Paris}, year = 2020, title = {Colorectal cancer services during the {COVID-19} pandemic}, journal = {British Journal of Surgery}, publisher = {Wiley Online Library}, volume = 107, number = 8, pages = {e255--e256}, doi = {10.1002/bjs.11706}, url = {https://doi.org/10.1002/bjs.11706} } @article{Dai_healthcare_2020, author = {Tinglong Dai and Sridhar Tayur}, year = 2020, title = {{OM} Forum{\textemdash}Healthcare Operations Management: A Snapshot of Emerging Research}, month = {sep}, journal = {Manufacturing {\&} Service Operations Management}, volume = 22, number = 5, pages = {869--887}, doi = {10.1287/msom.2019.0778}, url = {https://doi.org/10.1287/msom.2019.0778} } @article{DaiJainBibeeMyers2020HBR, author = {Tinglong Dai and Amit Jain and Kristin Bibee and Christopher G. Myers}, year = 2020, title = {{COVID}-19 Created an Elective Surgery Backlog. How Can Hospitals Get Back on Track?}, month = aug, day = 10, journal = {Harvard Business Review}, url = {https://hbr.org/2020/08/covid-19-created-an-elective-surgery-backlog-how-can-hospitals-get-back-on-track} } @article{DaiJGIM2020, author = {Tinglong Dai and Ge Bai and Gerard F. Anderson}, year = 2020, title = {{PPE} Supply Chain Needs Data Transparency and Stress Testing}, month = {jun}, journal = {Journal of General Internal Medicine}, publisher = {Springer Science and Business Media {LLC}}, doi = {10.1007/s11606-020-05987-9}, url = {https://doi.org/10.1007/s11606-020-05987-9} } @techreport{fattahi_dada_dai_netflix_model, author = {Fattahi, Ali and Dada, Maqbool and Dai, Tinglong}, year = 2020, title = {Subscriptions for Prescriptions: Implications and Execution of the ``{Netflix Model}''}, month = {jun}, number = {ID 3634063}, doi = {10.2139/ssrn.3634063}, url = {https://doi.org/10.2139/ssrn.3634063}, type = {Johns {Hopkins} {University} {Working} {Paper}}, institution = {Johns Hopkins University} } @article{dai_singh_undertesting_2020, author = {Dai, Tinglong and Singh, Shubhranshu}, year = 2020, month = may, title = {Conspicuous by Its Absence: Diagnostic Expert Testing Under Uncertainty}, journal = {Marketing Science}, volume = 39, number = 3, pages = {540--563}, doi = {10.1287/mksc.2019.1201}, url = {https://doi.org/10.1287/mksc.2019.1201} } @incollection{balakrishnan_health_2020, author = {Lee, Soo-Hoon and Dai, Tinglong and Phan, Philip H.}, year = 2020, title = {Health Organizational Design: Information Exchange and Accountability}, month = {may}, booktitle = {Wiley {StatsRef}: {Statistics} {Reference} {Online}}, publisher = {John Wiley \& Sons, Ltd}, address = {Chichester, UK}, pages = {1--9}, doi = {10.1002/9781118445112.stat08229}, isbn = 9781118445112, url = {https://doi.org/10.1002/9781118445112.stat08229}, editor = {Balakrishnan, N. and Colton, Theodore and Everitt, Brian and Piegorsch, Walter and Ruggeri, Fabrizio and Teugels, Jozef L.} } @techreport{wuest_impact_2020, author = {Wuest, Thorsten and Kusiak, Andrew and Dai, Tinglong and Tayur, Sridhar R.}, year = 2020, title = {Impact of {COVID}-19 on Manufacturing and Supply Networks --- {The} Case for {AI}-Inspired Digital Transformation}, month = {may}, number = {ID 3593540}, doi = {10.2139/ssrn.3593540}, url = {https://doi.org/10.2139/ssrn.3593540}, type = {Johns {Hopkins} {University} {Working} {Paper}}, institution = {Johns Hopkins University} } @article{dai_jumping_2020, author = {Dai, Tinglong and Zheng, Ronghuo and Sycara, Katia}, year = 2020, month = feb, title = {Jumping the Line, Charitably: Analysis and Remedy of Donor-Priority Rule}, journal = {Management Science}, volume = 66, number = 2, pages = {622--641}, doi = {10.1287/mnsc.2018.3266}, url = {https://doi.org/10.1287/mnsc.2018.3266} } @article{dai_salesforce_2019, author = {Dai, Tinglong and Jerath, Kinshuk}, year = 2019, title = {Salesforce Contracting Under Uncertain Demand and Supply: Double Moral Hazard and Optimality of Smooth Contracts}, month = {aug}, journal = {Marketing Science}, volume = 38, number = 5, pages = {852--870}, doi = {10.1287/mksc.2019.1171}, url = {https://doi.org/10.1287/mksc.2019.1171} } @incollection{dai_game_2018, author = {Dai, Tinglong}, year = 2018, title = {Game Theory and Information Economics}, booktitle = {Handbook of {Healthcare} {Analytics}}, publisher = {John Wiley \& Sons, Ltd}, pages = {337--354}, doi = {10.1002/9781119300977.ch15}, doi = {10.1002/9781119300977.ch15}, isbn = {978-1-119-30097-7}, url = {https://doi.org/10.1002/9781119300977.ch15}, editor = {Dai, Tinglong and Tayur, Sridhar} } @article{phan_exploratory_2018, author = {Phan, Phillip and Lee, Soo-Hoon and Dai, Tinglong and Moran, Nehama and Mathuranayagam, Vinosh J. and Stonemetz, Jerry}, year = 2018, title = {Exploratory Study of Factors Influencing Surgery Scheduled Length, Deviation from Scheduled Length, and Impact on Length of Stay}, month = {oct}, journal = {Journal of the American College of Surgeons}, volume = 227, number = 4, pages = {e160}, doi = {10.1016/j.jamcollsurg.2018.08.436}, url = {https://doi.org/10.1016/j.jamcollsurg.2018.08.436} } @book{dai_handbook_2018, author = {Dai, Tinglong and Tayur, Sridhar}, year = 2018, title = {Handbook of {Healthcare} {Analytics}: {Theoretical} {Minimum} for {Conducting} 21st {Century} {Research} on {Healthcare} {Operations}}, month = {aug}, publisher = {John Wiley \& Sons}, isbn = {978-1-119-30095-3}, note = {Google-Books-ID: o3xxDwAAQBAJ} } @article{dai_imaging_2017, author = {Dai, Tinglong and Akan, Mustafa and Tayur, Sridhar}, year = 2017, title = {Imaging Room and Beyond: The Underlying Economics Behind Physicians' Test-Ordering Behavior in Outpatient Services}, journal = {Manufacturing \& Service Operations Management}, volume = 19, number = 1, pages = {99--113}, doi = {10.1287/msom.2016.0594}, url = {https://doi.org/10.1287/msom.2016.0594} } @incollection{DaiTayur2017, author = {Dai, Tinglong and Tayur, Sridhar}, year = 2017, title = {The Evolutionary Trends of POM Research in Manufacturing}, booktitle = {Routledge Companion to Production and Operations Management}, publisher = {Routledge}, address = {London, U.K}, pages = {647--662}, doi = {10.4324/9781315687803-35}, url = {http://doi.org/10.4324/9781315687803-35}, editor = {Starr, M. and Gupta, S.} } @article{zheng_automated_2016, author = {Zheng, Ronghuo and Dai, Tinglong and Sycara, Katia and Chakraborty, Nilanjan}, year = 2016, title = {Automated Multilateral Negotiation on Multiple Issues with Private Information}, month = {aug}, journal = {INFORMS Journal on Computing}, volume = 28, number = 4, pages = {612--628}, doi = {10.1287/ijoc.2016.0701}, url = {https://doi.org/10.1287/ijoc.2016.0701} } @article{dai_contracting_2016, author = {Dai, Tinglong and Cho, Soo-Haeng and Zhang, Fuqiang}, year = 2016, title = {Contracting for On-Time Delivery in the {U}.{S}. Influenza Vaccine Supply Chain}, month = {mar}, journal = {Manufacturing \& Service Operations Management}, volume = 18, number = 3, pages = {332--346}, doi = {10.1287/msom.2015.0574}, url = {https://doi.org/10.1287/msom.2015.0574} } @article{dai_impact_2016, author = {Dai, Tinglong and Jerath, Kinshuk}, year = 2016, title = {Impact of Inventory on Quota-Bonus Contracts with Rent Sharing}, month = {jan}, journal = {Operations Research}, volume = 64, number = 1, pages = {94--98}, doi = {10.1287/opre.2015.1461}, url = {https://doi.org/10.1287/opre.2015.1461} } @article{dai_incentives_2015, author = {Dai, Tinglong}, year = 2015, month = apr, title = {Incentives in {U}.{S}. Healthcare Operations}, journal = {Decision Sciences}, volume = 46, number = 2, pages = {455--463}, doi = {10.1111/deci.12136}, url = {https://doi.org/10.1111/deci.12136} } @incollection{turan_toward_2013, author = {Turan, Nazli and Dai, Tinglong and Sycara, Katia and Weingart, Laurie}, year = 2013, title = {Toward a Unified Negotiation Framework: Leveraging Strengths in Behavioral and Computational Communities}, booktitle = {Models for {Intercultural} {Collaboration} and {Negotiation}}, publisher = {Springer Netherlands}, address = {Dordrecht}, series = {Advances in {Group} {Decision} and {Negotiation}}, pages = {53--65}, doi = {10.1007/978-94-007-5574-1_3}, isbn = {978-94-007-5574-1}, url = {https://doi.org/10.1007/978-94-007-5574-1_3}, editor = {Sycara, Katia and Gelfand, Michele and Abbe, Allison} } @article{dai_salesforce_2013, author = {Dai, Tinglong and Jerath, Kinshuk}, year = 2013, title = {Salesforce Compensation with Inventory Considerations}, month = {sep}, journal = {Management Science}, volume = 59, number = 11, pages = {2490--2501}, doi = {10.1287/mnsc.2013.1809}, url = {https://doi.org/10.1287/mnsc.2013.1809} } @inproceedings{zheng_automated_2013, author = {Zheng, Ronghuo and Chakraborty, Nilanjan and Dai, Tinglong and Sycara, Katia and Lewis, Michael}, year = 2013, title = {Automated Bilateral Multiple-issue Negotiation with No Information About Opponent}, month = {jan}, booktitle = {2013 46th {Hawaii} {International} {Conference} on {System} {Sciences}}, pages = {520--527}, doi = {10.1109/HICSS.2013.626}, url = {https://doi.org/10.1109/hicss.2013.626} } @inproceedings{xu_mechanism_2012, author = {Xu, Ying and Dai, Tinglong and Sycara, Katia and Lewis, Michael}, year = 2012, title = {A Mechanism Design Model in Robot-service-queue Control with Strategic Operators and Asymmetric Information}, month = {dec}, booktitle = {2012 {IEEE} 51st {IEEE} {Conference} on {Decision} and {Control} ({CDC})}, pages = {6113--6119}, doi = {10.1109/CDC.2012.6426391}, url = {https://doi.org/10.1109/CDC.2012.6426391} } @article{Dai2012, author = {Dai, Tinglong and Li, Zhaolin and Sun, Daewon}, year = 2012, title = {Equity‐Based Incentives and Supply Chain Buy‐Back Contracts}, month = {may}, journal = {Decision Sciences}, publisher = {Wiley}, volume = 43, number = 4, pages = {661--686}, doi = {10.1111/j.1540-5915.2012.00363.x}, issn = {1540-5915}, url = {http://dx.doi.org/10.1111/j.1540-5915.2012.00363.x} } @inproceedings{sanchez-anguix_modeling_2012, author = {Sanchez-Anguix, Victor and Dai, Tinglong and Semnani-Azad, Zhaleh and Sycara, Katia and Botti, Vicente}, year = 2012, title = {Modeling Power Distance and Individualism/Collectivism in Negotiation Team Dynamics}, month = {jan}, booktitle = {2012 45th {Hawaii} {International} {Conference} on {System} {Sciences}}, pages = {628--637}, doi = {10.1109/HICSS.2012.436}, url = {https://doi.org/10.1109/hicss.2012.436} } @inproceedings{dai_game_2011, author = {Dai, Tinglong and Sycara, Katia and Lewis, Michael}, year = 2011, title = {A Game Theoretic Queueing Approach to Self-Assessment in Human-Robot Interaction Systems}, month = {may}, booktitle = {2011 {IEEE} {International} {Conference} on {Robotics} and {Automation}}, pages = {58--63}, doi = {10.1109/ICRA.2011.5980353}, url = {https://doi.org/10.1109/ICRA.2011.5980353} } @incollection{sycara_agent_2010, author = {Sycara, Katia and Dai, Tinglong}, year = 2010, title = {Agent Reasoning in Negotiation}, booktitle = {Handbook of {Group} {Decision} and {Negotiation}}, publisher = {Springer Netherlands}, address = {Dordrecht}, series = {Advances in {Group} {Decision} and {Negotiation}}, pages = {437--451}, doi = {10.1007/978-90-481-9097-3_26}, isbn = {978-90-481-9097-3}, url = {https://doi.org/10.1007/978-90-481-9097-3_26}, editor = {Kilgour, D. Marc and Eden, Colin} } @inproceedings{ying_xu_service_2010, author = {Ying Xu and Tinglong Dai and Sycara, Katia and Lewis, Michael}, year = 2010, title = {Service Level Differentiation in Multi-robots Control}, month = {oct}, booktitle = {2010 {IEEE}/{RSJ} {International} {Conference} on {Intelligent} {Robots} and {Systems}}, pages = {2224--2230}, doi = {10.1109/IROS.2010.5649366}, url = {https://doi.org/10.1109/IROS.2010.5649366} } @article{dai_acquisition_2007, author = {Dai, Tinglong and Qi, Xiangtong}, year = 2007, title = {An Acquisition Policy for a Multi-supplier System with a Finite-time Horizon}, month = {sep}, journal = {Computers \& Operations Research}, volume = 34, number = 9, pages = {2758--2773}, doi = {10.1016/j.cor.2005.10.011}, url = {https://doi.org/10.1016/j.cor.2005.10.011} }