Ontology highlight
ABSTRACT:
SUBMITTER: Tsuzuki S
PROVIDER: S-EPMC7044168 | biostudies-literature | 2020 Feb
REPOSITORIES: biostudies-literature
Tsuzuki Shinya S Fujitsuka Niina N Horiuchi Keisuke K Ijichi Shinpei S Gu Yoshiaki Y Fujitomo Yumiko Y Takahashi Rie R Ohmagari Norio N
Scientific reports 20200226 1
We conducted two online surveys about antibiotics targeted at the Japanese general population in March 2017 and February 2018. In total, 6,982 participants completed the questionnaire. Factors associated with knowledge of antibiotics, knowledge of antimicrobial resistance (AMR) and appropriate behavioural changes were evaluated by a machine learning approach using DataRobot. Factors strongly associated with three dependent variables in the model were extracted based on permuation importance. We ...[more]