Zhenwen Sheng, Jinke Kuang, Li Yang, Guiyun Wang, Cuihong Gu, Yanxia Qi, Ruowei Wang, Yuehua Han, Jiaojiao Li, Xia Wang
Predictive models for delay in medical decision-making among older patients with acute ischemic stroke: a comparative study using logistic regression analysis and lightGBM algorithm
BMC public health
adverse health events within families harm childrens development including early literacy using data longitudinal wisconsin birth cohort estimated spillover effect younger siblings gestational ages older siblings kindergartenlevel literacy sampled 20014 sibling pairs born 20072010 took phonological awareness literacy screeningkindergarten tests 20122016 exposures gestational age completed weeks preterm birth gestational age 37 weeks preterm birth gestational age 32 weeks used gainscore regressiona fixed effects strategyto estimate spillover effect oneweek increase younger siblings gestational age improved older siblings test score 0011 sd 95 confidence interval 0001 0021 sd estimated spillover effect larger among siblings whose mothers reported high school diplomaequivalent 0024 sd 95 ci 0004 0044 sd finding underscores networked effects one individuals earlylife health shocks family members