Jiayi Liu

Assistant Professor, Virginia Tech

Research


  • Research Interests: Healthcare Operations; Health AI; Behavioral Economics; Health Policy
  • Methodologies: Applied Econometrics; Experimental Methods

Publications


1. Causal evidence of task-switching costs in organ transplantation


Jiayi Liu, Yiwen Jin, Joel T. Adler

Forthcoming in Nature Human Behavior


2. Nudging patient choice: Reducing no-shows using waits framing messaging


Jiayi Liu, Diwas KC

Operations Research, vol. 71, 2023, pp. 1004--1020


3. Electronic prescription monitoring and the opioid epidemic


Diwas KC, TI Tongil Kim, Jiayi Liu

Production and Operations Management, vol. 31, 2022, pp. 4057--4074


4. Drug abuse and the internet: Evidence from craigslist


Jiayi Liu, Anandhi Bharadwaj

Management Science, vol. 66(5), 2020, pp. 2040-2049


5. Effects of rescheduling on patient no-show behavior in outpatient clinics


Jiayi Liu, Jingui Xie, Kum Khiong Yang, Zhichao Zheng

Manufacturing & Service Operations Management, vol. 21, 2019, pp. 780--797


Working Papers


2. The impact of algorithm adoption on care delivery, outcomes, and equity


Qi Wang, Jiayi Liu, Anandhi Bharadwaj, Ruba Aljafari, Abhinav Goyal



Practitioner-Oriented Publications


1. The association of workload and outcomes in the pediatric cardiac ICU


Michael P Fundora, Jiayi Liu, Christina Calamaro, William T Mahle, Diwas KC

Pediatric Critical Care Medicine, vol. 22, LWW, 2021, pp. 683--691


2. The association of bedside nurse staffing on patient outcomes and throughput in a pediatric cardiac intensive care unit


Michael P Fundora, Jiayi Liu, Diwas KC, Christina Calamaro

Journal of Pediatric Intensive Care, Georg Thieme Verlag KG, 2023