AUTHOR=Florea Olga , Gonin Jeremy , Tissot Dupont Hervé , Dufour Jean Charles , Brouqui Philippe , Boudjema Sophia TITLE=Internet of Things to Explore Moment 2 of “WHO My Five Moments” for Hand Hygiene JOURNAL=Frontiers in Digital Health VOLUME=Volume 3 - 2021 YEAR=2021 URL=https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2021.684746 DOI=10.3389/fdgth.2021.684746 ISSN=2673-253X ABSTRACT=Background Electronic hand hygiene surveillance systems are developing and are considered to be more reliable than direct observation for hand hygiene monitoring. However, none are in the capability to assess compliance in complex nursing care. Materials & Methods We combined two different technologies, a hand hygiene monitoring system (RFID) and a nursing care recorder at the bedside, and we merge their data to assess hand hygiene performance during nursing. Nursing tasks were classified as the standard task procedures or aseptic task procedures corresponding to moment 2 among the 5 moments for hand hygiene recommended by the WHO. All statistical analyses were performed using R, version 3.6.2. For the mixed models, the package “lme4” was used. Results From the merged database over the 2-year study period 30,164 nursing tasks were identified for analysis, 25,633 were classified as standard task procedures and 4,531 were classified as aseptic task procedures for nursing care. Hand disinfection with an alcohol-based solution was not detected with our system in 42.50% of all the recorded tasks, 37% of all the aseptic task procedures and 47.1% of all the standard task procedures for nursing (p= 0.0362), indicating that WHO moment 2 was not respected in 37% of the mandatory situations. Conclusion Using a combination of different technologies, we were able to assess hand hygiene performance in the riskiest circumstances.