Ziyue Liu, Wensheng Guo
Dynamic hierarchical state space forecasting
Statistics in medicine
years nurse researchers called upon engage big data electronic health record ehr leading studies focusing nursecentric patient outcomes providing clinical analysis potential outcome indicators however current gap nurses data science education training pose significant barrier aimed evaluate viability conducting nurseled bigdata research projects within customdesigned computational lab examine support required team researchers little bigdata experience four nurseled research teams developed research question reliant existing ehr data team given virtual computational lab populated raw data data science education team provided instruction coding languagesprimarily structured query language rand data science techniques organize analyze data three research teams completed studies resulting one manuscript currently undergoing peerreview two manuscripts progress final team performing data analysis four barriers four facilitators bigdata projects identified datascience learning curve steep organizations need help bridge gap currently taught doctoral nursing programs required clinical nurse researchers successfully engage bigdata methods additionally clinical nurse researchers require protected research time data science infrastructure supports novice efforts education mentorship computational lab resources