TY - JOUR
T1 - Algorithmic matching of personal protective equipment donations with healthcare facilities during the COVID-19 pandemic
AU - Bala, Ram
AU - Lee, Charlotte
AU - Pallant, Benjamin
AU - Srinivasan, Maahika
AU - Lurie, Daniel
AU - Jacob, Rohit
AU - Bhagchandani, Neeraj
AU - Ranney, Megan
AU - He, Shuhan
N1 - Publisher Copyright:
© 2021, The Author(s).
PY - 2021/12
Y1 - 2021/12
N2 - GetUsPPE.org has built a centralized platform to facilitate matches for PPE donations, with an active role in matching donors with the appropriate recipients. A manual match process was limited by volunteer hours, thus we developed an open-access matching algorithm using a linear programming-based transportation model. From April 14, 2020 to April 27, 2020, the algorithm was used to match 83,136 items of PPE to 135 healthcare facilities in need across the United States with a median of 214.3 miles traveled, 100% of available donations matched, met the full quantity of requested PPE for 67% of recipients matched, and with 46% matches under 30 miles traveled. Compared with the period April 1, 2020 to April 13, 2020, when PPE matching was manual, the algorithm resulted in a 280% increase in matches/day. This publicly available automated algorithm could be deployed in future situations when the healthcare supply chain is insufficient.
AB - GetUsPPE.org has built a centralized platform to facilitate matches for PPE donations, with an active role in matching donors with the appropriate recipients. A manual match process was limited by volunteer hours, thus we developed an open-access matching algorithm using a linear programming-based transportation model. From April 14, 2020 to April 27, 2020, the algorithm was used to match 83,136 items of PPE to 135 healthcare facilities in need across the United States with a median of 214.3 miles traveled, 100% of available donations matched, met the full quantity of requested PPE for 67% of recipients matched, and with 46% matches under 30 miles traveled. Compared with the period April 1, 2020 to April 13, 2020, when PPE matching was manual, the algorithm resulted in a 280% increase in matches/day. This publicly available automated algorithm could be deployed in future situations when the healthcare supply chain is insufficient.
UR - http://www.scopus.com/inward/record.url?scp=85100087226&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85100087226&partnerID=8YFLogxK
U2 - 10.1038/s41746-020-00375-3
DO - 10.1038/s41746-020-00375-3
M3 - Article
C2 - 33514805
AN - SCOPUS:85100087226
SN - 2398-6352
VL - 4
JO - npj Digital Medicine
JF - npj Digital Medicine
IS - 1
M1 - 13
ER -
