Jacqueline Griffin
Associate Professor,
Mechanical and Industrial Engineering
Director of Industrial Engineering and Operations Research,
Mechanical and Industrial Engineering
Office
- 455 SN
- 617.373.7635
Research Focus
Health care resource allocation with multi-objective resource allocation models; modeling resiliency in complex systems; design and management of outpatient health care clinics; simulation: discrete event simulation and systems dynamics; deterministic and stochastic optimization
About
My research focuses on the development of new models and operations research methods to address the complexities of decision making in health and humanitarian systems. In particular, I examine decision making in the presence of multiple competing objectives in real-world applications. With a focus on real-time dynamic decision making, my research includes the development of new methodologies and algorithms related to optimization, Markov decision processes, queueing systems, and stochastic programming.
Education
- PhD (2012), Industrial Engineering, Georgia Institute of Technology
Honors & Awards
- 2021 College of Engineering Faculty Fellow
- ARCS (Achievement Rewards for College Scientists) Foundation
- George Fellowship, Health Systems Institute, Georgia Institute of Technology
- National Defense Transportation Association Scholarship (Fall 2007)
- Omega: The International Journal of Management Science Best Reviewer of 2010 Award
Teaching Interests
- System Engineering in Public Programs
- Introduction to Operations Research
- Supply Chain and Logistics
Professional Affiliations
- Institute for Operations Research and Management Science (INFORMS)
- Institute of Industrial Engineering (IIE)
- Production and Operation Management Society (POMS)
Research Overview
Health care resource allocation with multi-objective resource allocation models; modeling resiliency in complex systems; design and management of outpatient health care clinics; simulation: discrete event simulation and systems dynamics; deterministic and stochastic optimization
Selected Research Projects
- Designing an Improved Information Infrastructure for Better Decision Making in Pharmaceutical Supply Chains
- – Principal Investigator, National Science Foundation
- CRISP Type 1: Multi-Agent Modeling Framework for Mitigating Distributed Disruptions in Critical Supply Chains
- – Principal Investigator, National Science Foundation
- CRISP Type 2: Identification and Control of Uncertain, Highly Interdependent Processes Involving Humans with Applications to Resilient Emergency Health Response
- – Co-Principal Investigator, National Science Foundation
- Design of New Orthopedic Clinics Via Simulation
- – Principal Investigator, Boston Children’s Hospital
- Improving Patient Flow in New Musculoskeletal Floor of the ‘Brigham Building for the Future’
- – Principal Investigator, Brigham and Women’s Hospital
- Patient Flow Simulation Projects in Dermatology and Cardiology Clinics
- – Principal Investigator, Brigham and Women’s Hospital
Department Research Areas
Selected Publications
- Suhaimi, Nurul M., Ghatnekar, Shilpa, Vahdat, Vahab, Griffin, Jacqueline, Rosmarin, David, Yang, F. Clarissa (2021). Operationally balancing resident education and patient waiting time in an outpatient academic setting. Journal of the American Academy of Dermatology, . 10.1016/J.JAAD.2021.02.049
- Doroudi, Rozhin, Sequeira, Pedro, Marsella, Stacy, Ergun, Ozlem, Azghandi, Rana, Kaeli, David, Sun, Yifan, Griffin, Jacqueline (2020). Effects of trust-based decision making in disrupted supply chains. PLoS ONE, 15(2),e0224761. 10.1371/JOURNAL.PONE.0224761
- Vahdat, Vahab, Namin, Amir, Azghandi, Rana, Griffin, Jacqueline (2019). Improving patient timeliness of care through efficient outpatient clinic layout design using data-driven simulation and optimisation. Health Systems, 8(3),162-183. 10.1080/20476965.2018.1561160
- Valibeig, Nooshin, Griffin, Jacqueline (2019). Uncovering Hidden Resource Allocation Decisions: An Application in Hospital Bed Management. IISE Transactions on Healthcare Systems Engineering, 9(3),212-225. 10.1080/24725579.2019.1610529
- V. Vahdat, J. Griffin, J.E. Stahl, C. Yang, Analysis of the Effects of EHR Implementation on Timeliness of Care in a Dermatology Clinic: A Simulation Study, Journal of the American Medical Informatics Association, 25(7),2018, 827–832
- V. Vahdat, J. Griffin, Decreasing Patient Length of Stay via New Flexible Exam Room Allocation Policies in Ambulatory Care Clinics, Health Care Management Science, 2017, 1-25
- V. Vahdat, J. Griffin, S. Burns, R. Azghandi, Proactive Patient Flow Redesign for Integration of Multiple Outpatient Clinics, Proceedings of 2017 Winter Simulation Conference (WSC), 2017, 2893-2904
Aug 25, 2022
Addressing Pharmaceutical Supply Chain Issues
MIE Associate Professor Jacqueline Griffin, ECE Professor David Kaeli, MIE Professor Ozlem Ergun, and affiliate faculty members Stacy Marsella and Casper Harteveld were awarded a $750k NSF grant for “Designing an Improved Information Infrastructure for Better Decision Making in Pharmaceutical Supply Chains.”
Jun 27, 2022
Drug Supply Shortages Have Existed Long Before the Pandemic
MIE Associate Professor Jacqueline Griffin and Professor Özlem Ergun say that supply chain shortages are due to the limited number of manufacturers and manufacturing sites; manufacturing quality concerns; and, most importantly, limited information sharing between supply chain stakeholders.
May 07, 2020
COVID-19: How Medicine Can Keep Up Podcast
MIE Assistant Professor Jackie Griffin discusses on an episode of Litmus how hospitals can free up beds and prevent shortages of essential medication as COVID-19 cases in the U.S. start to peak.
Apr 17, 2020
Researchers Receive $100K NSF RAPID Grant for Drug Supply Chain Shortages
MIE Assistant Professor Jacqueline Griffin, ECE Professor David Kaeli, MIE Professor Ozlem Ergun, and affiliate faculty Stacy Marsella & Casper Harteveld were awarded a $100K NSF RAPID grant for “Rapid Monitoring and Assessment of Critical Pharmaceutical Supply Chains.” The work will be done in collaboration with the Department of Pharmacy at MGH and OrbitalRx.
Mar 23, 2020
How Hospitals Can Handle the Influx of COVID-19 Patients
MIE Assistant Professor Jacqueline Griffin, who specializes in healthcare optimization, suggests that to ease the influx of patients during the COVID-19 pandemic, hospitals should strive to cut wait times, move to virtual care, and work closely with pharmacists.
Sep 20, 2019
Improving the National Healthcare Model
MIE Professor Vinod Sahney believes that presidential candidates should look at the healthcare model that Massachusetts has developed in order to reshape the system at a national level.
Sep 06, 2018
Creating an Optimal Sharing Economy
Professors Ozlem Ergun (MIE), Haris Koutsopoulos (CEE), and Jennie Stephens (CSSH/Affiliated CEE) were awarded a $99K NSF grant for a “Planning Grant: Engineering Research Center for Sharing economy – Humans, Automation, Resilience and Engineering: SHARE”.
May 01, 2018
Faculty and Staff Awards 2018
Congratulations to all the winners of the faculty and staff awards, and to everyone for their hard work and dedication during the 2017-2018 academic school year.
Oct 30, 2017
MIE Students and Faculty Shine at INFORMS 2017
Congratulations to the several MIE faculty and students that were recognized at the INFORMS 2017 Annual Meeting.
Aug 16, 2016
$500K CRISP Grant for Improved Resiliency
MIE assistant professor Jacqueline Griffin, ECE professor David Kaeli, CAMD assistant professor Casper Harteveld, MIE professor Ozlem Ergun, and CCIS professor Stacy Marsella were awarded a $500K NSF CRISP grant to develop a “Multi-agent Modeling Framework for Mitigating Distributed Disruptions in Critical Supply Chains”. Abstract Source: NSF This Critical Resilient Interdependent Infrastructure Systems and Processes […]