Publications and Working Papers

Tin­g­long Dai

Publications & Working Papers

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Dai, T., Akan, M., & Tayur, S. (2017). Imag­ing Room and beyond: The Under­ly­ing Eco­nom­ics behind Physi­cians’ Test-Order­ing Behav­ior in Out­pa­tient Ser­vices. Man­u­fac­tur­ing & Ser­vice Oper­a­tions Man­age­ment, 19(1), 99–113. https://doi.org/10.1287/msom.2016.0594
Zheng, R., Chakraborty, N., Dai, T., Sycara, K., & Lewis, M. (2013). Auto­mat­ed Bilat­er­al Mul­ti­ple-Issue Nego­ti­a­tion with No Infor­ma­tion about Oppo­nent. 2013 46th Hawaii Inter­na­tion­al Con­fer­ence on Sys­tem Sci­ences, 520–527. https://doi.org/10.1109/hicss.2013.626
Xu, Y., Dai, T., Sycara, K., & Lewis, M. (2012). A Mech­a­nism Design Mod­el in Robot-Ser­vice-Queue Con­trol with Strate­gic Oper­a­tors and Asym­met­ric Infor­ma­tion. 2012 IEEE 51st IEEE Con­fer­ence on Deci­sion and Con­trol (CDC), 6113–6119. https://doi.org/10.1109/CDC.2012.6426391
Dai, T., & Qi, X. (2007). An Acqui­si­tion Pol­i­cy for a Mul­ti-Sup­pli­er Sys­tem with a Finite-Time Hori­zon. Com­put­ers & Oper­a­tions Research, 34(9), 2758–2773. https://doi.org/10.1016/j.cor.2005.10.011
Xu, Y., Dai, T., Sycara, K., & Lewis, M. (2010). Ser­vice Lev­el Dif­fer­en­ti­a­tion in Mul­ti-Robots Con­trol. 2010 IEEE/RSJ Inter­na­tion­al Con­fer­ence on Intel­li­gent Robots and Sys­tems, 2224–2230. https://doi.org/10.1109/IROS.2010.5649366
Dai, T., Glea­son, K., Hwang, C.-W., & David­son, P. (2019). Heart Ana­lyt­ics: Ana­lyt­i­cal Mod­el­ing of Car­dio­vas­cu­lar Care. Naval Research Logis­tics (NRL), 68(1), 30–43. https://doi.org/10.1002/nav.21880
Dai, T., & Tayur, S. (2022). Design­ing AI-Aug­ment­ed Health­care Deliv­ery Sys­tems for Physi­cian Buy-in and Patient Accep­tance. Pro­duc­tion and Oper­a­tions Man­age­ment, 31(12), 4443–4451. https://doi.org/10.1111/poms.13850
Ahmed, M., Dai, T., Chan­na, R., Abrà­moff, M. D., Lehmann, H. P., & Wolf, R. M. (2025). Cost-Effec­tive­ness of AI for Pedi­atric Dia­bet­ic Eye Exams from a Health Sys­tem Per­spec­tive. Npj Dig­i­tal Med­i­cine, 8(1). https://doi.org/10.1038/s41746-024-01382-4
Gilbert, S., Dai, T., & Math­ias, R. (2025). Con­ster­na­tion as Con­gress Pro­pos­al for Autonomous Pre­scrib­ing AI Coin­cides with the Hap­haz­ard Cuts at the FDA. Npj Dig­i­tal Med­i­cine, 8(1). https://doi.org/10.1038/s41746-025-01540-2
Sag­o­na, M., Dai, T., Macis, M., & Dar­d­en, M. (2025). Trust in AI-Assist­ed Health Sys­tems and AI’s Trust in Humans. Npj Health Sys­tems, 2(1), 10. https://doi.org/10.1038/s44401-025-00016-5
Dai, T., Kvedar, J. C., & Pol­sky, D. (2025). Pol­i­cy Brief: Ambi­ent AI Scribes and the Cod­ing Arms Race. Npj Dig­i­tal Med­i­cine, 8(1), 780. https://doi.org/10.1038/s41746-025-02272-z
Socal, M. P., Dada, M., & Dai, T. (2025). Pre­scrip­tion for Made in Amer­i­ca? Tar­iffs and U.S. Drug Man­u­fac­tur­ing. Health Affairs Schol­ar, 3(7), qxaf122. https://doi.org/10.1093/haschl/qxaf122
Hunt, M. S., Dai, T., & Abrà­moff, M. D. (2026). Eval­u­at­ing Com­mer­cial Mul­ti­modal AI for Dia­bet­ic Eye Screen­ing and Impli­ca­tions for an Alter­na­tive Reg­u­la­to­ry Path­way. Npj Dig­i­tal Med­i­cine, 9(1), 42. https://doi.org/10.1038/s41746-025-02216-7
Yang, H., Dai, T., & Wolf, R. M. (2026). Finan­cial Incen­tives Increase Uptake and Per­ceived Effec­tive­ness of Autonomous Med­ical AI, Yet Patients Still Seek Human Recon­fir­ma­tion. Npj Dig­i­tal Med­i­cine. https://doi.org/10.1038/s41746-026-02635-0
Gilbert, S., & Dai, T. (2026). Expert Per­spec­tives on Recent US Dig­i­tal Med­i­cine Reg­u­la­tion Pol­i­cy Changes and the TEMPO Pilot. Npj Dig­i­tal Med­i­cine, 9(1), 380. https://doi.org/10.1038/s41746-026-02786-0
Gilbert, S., & Dai, T. (2026). Expert Per­spec­tives on US Reg­u­la­to­ry Approach­es to Large Lan­guage Mod­els in Health­care. Npj Dig­i­tal Med­i­cine, 9(1), 382. https://doi.org/10.1038/s41746-026-02787-z
Gilbert, S., & Dai, T. (2026). Expert Per­spec­tives on the Ecosys­tem of Med­ical AI Over­sight in the GenAI Era. Npj Dig­i­tal Med­i­cine, 9(1), 395. https://doi.org/10.1038/s41746-026-02785-1
Zhang, M., Wang, G., & Dai, T. (2026). The Spillover Effect of Sus­pend­ing Nonessen­tial Surgery: Evi­dence from Kid­ney Trans­plan­ta­tion. Man­age­ment Sci­ence. https://doi.org/10.1287/mnsc.2023.03624
Zuo, R., Dai, T., & Kep­po, J. (2026). Incen­tive Design and Pric­ing under Lim­it­ed Inven­to­ry. Man­u­fac­tur­ing & Ser­vice Oper­a­tions Man­age­ment. https://doi.org/10.2139/ssrn.3989971
Cohen, M. C., Dai, T., Per­akis, G., Agraw­al, N., Allon, G., Boute, R. N., Cachon, G. P., Chen, Z., Cohen, M., Cris­t­ian, R., Desh­pande, V., De Véri­court, F., Fran­soo, J. C., Gijs­brechts, J., Har­sha, P., Hu, M., Keskinocak, P., Kwon, C., Lee, H., … Zhang, D. (2026). OM Forum—Supply Chain Man­age­ment in the AI Era: A Vision State­ment from the Oper­a­tions Man­age­ment Com­mu­ni­ty. Man­u­fac­tur­ing & Ser­vice Oper­a­tions Man­age­ment, 28(3), 687–705. https://doi.org/10.1287/msom.2025.1065
Patil, S. V., Myers, C. G., & Dai, T. (2026). Pro­tect­ing Clin­i­cal Val­ue Judg­ment in the Age of AI. Npj Dig­i­tal Med­i­cine, 9(1), 269. https://doi.org/10.1038/s41746-026-02561-1
Luan, S., Singh, S., & Dai, T. (2026). Algo­rithm Design and Physi­cian Lia­bil­i­ty [Work­ing Paper]. Johns Hop­kins Uni­ver­si­ty. https://doi.org/10.2139/ssrn.5046254
Patil, S., Dai, T., & Myers, C. G. (2026). The Hid­den Costs of Out­sourc­ing Judg­ment to AI Sup­pli­ers. Cal­i­for­nia Man­age­ment Review Insights. https://cmr.berkeley.edu/assets/documents/pdf/2026-03-the-hidden-costs-of-outsourcing-judgment-to-ai-suppliers.pdf
Zhong, H., Wang, G., & Dai, T. (2026). Wheels on the Bus: Impact of Vac­cine Roll­outs on Demand for Pub­lic Trans­porta­tion. Pro­duc­tion and Oper­a­tions Man­age­ment, 35(3), 799–816. https://doi.org/10.1177/10591478251377162
Wiberg, H., Dai, T., Lam, H., & Kulka­rni, R. (2026). Syn­er­giz­ing Arti­fi­cial Intel­li­gence and Oper­a­tions Research: Per­spec­tives from INFORMS Fel­lows on the Next Fron­tier. INFORMS Jour­nal on Data Sci­ence, 5(1), 14–23. https://doi.org/10.1287/ijds.2025.0077
Lee, B., Jay, M., Fox, H., Padley, J., Dai, T., & Levin, A. S. (2026). FDA-Cleared Arti­fi­cial Intel­li­gence Med­ical Devices in Orthopaedic Surgery. JAAOS: Glob­al Research and Reviews, 10(2), e25.00170. https://doi.org/10.5435/JAAOSGlobal-D-25-00170
Socal, M. P., Sun, Y., Ball­re­ich, J., Acha, J., Yaz­di, M. A., Dai, T., & Dada, M. (2026). Poten­tial Impact of Tar­iffs on Active Phar­ma­ceu­ti­cal Ingre­di­ents on the Price of U.S.-Made Gener­ic Drugs. Health Affairs Schol­ar, 4(2), qxaf247. https://doi.org/10.1093/haschl/qxaf247
Dai, T., & Swami­nathan, J. M. (2025). Arti­fi­cial Intel­li­gence and Oper­a­tions: A Foun­da­tion­al Frame­work of Emerg­ing Research and Prac­tice. Pro­duc­tion and Oper­a­tions Man­age­ment, (forth­com­ing). https://doi.org/10.1177/10591478251412943
Dai, T., & Singh, S. (2025). Using Arti­fi­cial Intel­li­gence as Gate­keep­er or Sec­ond Opin­ion: Design­ing Patient Path­ways for Arti­fi­cial Intel­li­gence Aug­ment­ed Health­care. Pro­duc­tion and Oper­a­tions Man­age­ment, (forth­com­ing). https://doi.org/10.1177/10591478251403269
Patel, S., Sparks, S., Dong, D., Dai, T., & Lee, B. (2025). Emer­gence and Appli­ca­tions of FDA-Cleared Arti­fi­cial Intel­li­gence in Car­dio­vas­cu­lar Care. Cir­cu­la­tion, 152(Suppl_3). https://doi.org/10.1161/circ.152.suppl_3.4345594
Dai, T., & Tay­lor, T. (2025). Design­ing Enter­prise AI Sys­tems: Hal­lu­ci­na­tion, Cre­ativ­i­ty, and Moral Haz­ard. https://doi.org/10.2139/ssrn.5996714
Marta­gan, T., & Dai, T. (2025). Syn­er­giz­ing Arti­fi­cial Intel­li­gence and Oper­a­tions Research for Advance­ments in Bio­man­u­fac­tur­ing. Health Care Man­age­ment Sci­ence, 28(4), 930–935. https://doi.org/10.1007/s10729-025-09725-7
Dai, T., & Tayur, S. (Eds.). (2018). Hand­book of Health­care Ana­lyt­ics: The­o­ret­i­cal Min­i­mum for Con­duct­ing 21st Cen­tu­ry Research on Health­care Oper­a­tions. Wiley. https://doi.org/10.1002/9781119300977
Cohen, M. C., & Dai, T. (Eds.). (2026). AI in Sup­ply Chains: Per­spec­tives from Glob­al Thought Lead­ers (1st ed. 2026). Springer Nature Switzer­land. https://doi.org/10.1007/978-3-032-07054-8
Sim­chi-Levi, D., Dai, T., Men­ache, I., & Wu, M. X. (2025). Democ­ra­tiz­ing Opti­miza­tion with Gen­er­a­tive AI [Work­ing Paper]. Johns Hop­kins Uni­ver­si­ty. https://doi.org/10.2139/ssrn.5511218