Mizuki Uno, Yuta Nakamaru, Fumiyoshi Yamashita
Application of machine learning techniques in population pharmacokinetics/pharmacodynamics modeling
Drug metabolism and pharmacokinetics
articles purpose compare burnout syndrome indicators different levels teaching brazil covid19 pandemic comparison also considers teachers quality life health working conditions digital competence hypotheses study statistically significant differences teachers burnout rates quality life working conditions digital competences depending teaching level mixedmethods expostfacto survey involved 438 brazilian teachers mean age 4293 years sd 966 330 females 75 108 males 25 data collected online questionnaire statistical analysis variance anova tests performed compare groups tukey test paired comparison analyzed groups chisquare verify association variables higher levels digital competence associated lower burnout syndrome scores elementary middle school teachers presented worse quality life health indexes adapting pedagogical work involved learning also overwork exhaustion frustration study concludes basic education teachers higher burnout rate scores higher education teachers covid19 pandemic early childhood education treated separate category ethics approval obtained university santa catarina ufsc research ethics committee 4432063 december 7 2020 informed consent obtained subjects