R Glenn Weaver, Michael W Beets, Michelle Perry, Ethan Hunt, Keith Brazendale, Lindsay Decker, Gabrielle Turner-McGrievy, Russell Pate, Shawn D Youngstedt, Brian E Saelens, Alberto Maydeu-Olivares
Changes in children's sleep and physical activity during a 1-week versus a 3-week break from school: a natural experiment
Sleep
forecast annual burden type 2 diabetes related sociodemographic disparities belgium 2030 study utilized discreteevent transition microsimulation model synthetic population created using 2018 national register data belgian population aged 080 years along national representative prevalence diabetes risk factors obtained latest 2018 belgian health interview examination surveys using multiple imputation chained equations mice inputs simulation synthetic complex data simpop model mortality information obtained belgian vital statistics used calculate annual death probabilities 2018 2030 synthetic individuals transitioned annually health death without developing type 2 diabetes predicted finnish diabetes risk score risk factors updated via strataspecific transition probabilities total 6722 95 ui 3421 11583 new cases type 2 diabetes per 100000 inhabitants expected 2018 2030 belgium representing 328 193 increase t2d prevalence rate dalys rate respectively t2d burden remained highest lowereducation subgroups across three belgian regions highest increases incidence prevalence rates 2030 observed women general particularly among flemish women reporting highereducation levels 1145 446 increase prevalence dalys rates respectively existing age educationrelated inequalities remain apparent 2030 across three regions projected increase burden t2d belgium highlights urgent need primary secondary preventive strategies emphasis placed lowereducation groups also crucial reinforce strategies people higher socioeconomic status burden t2d expected increase significantly population segment