Fiona Arundell, Athena Sheehan, Kath Peters
Strategies used by midwives to enhance knowledge and skill development in midwifery students: an appreciative inquiry study
BMC nursing
neoplasm umbrella term used describe either benign malignant conditions correlations socioeconomic environmental factors occurrence newonset neoplasms already demonstrated body research nevertheless studies specifically dealt nature relationship significance risk factors geographic variation particularly low middleincome communities study thus set 1 analyze spatiotemporal variations ageadjusted incidence rate aair neoplasms iran throughout five time periods 2 investigate relationships collection environmental socioeconomic indicators aair neoplasms country 3 evaluate geographical alterations relative importance crosssectional study design based countylevel data 2010 2020 aair neoplasms data acquired institute health metrics evaluation ihme hotspot analyses anselin local morans indices deployed precisely identify aair neoplasms high lowrisk clusters multiscale geographically weight regression mgwr analysis worked evaluate association explanatory variable aair neoplasms utilizing random forests rf also examined relationships environmental eg uv index pm25 concentration socioeconomic eg gini coefficient literacy rate factors aair neoplasms aair neoplasms displayed significant increasing trend study period according mgwr factor significantly varied spatially associated aair neoplasms iran uv index good accuracy rf model confirmed training testing data correlation coefficients r2 greater 091 092 respectively uv index gini coefficient ranked highest variables prediction aair neoplasms based relative influence variable research using machine learning approaches taking advantages considering possible determinants required assess health strategies outcomes properly formulate policy planning