Luis Silva, Luise Gomes da Motta, Lynn Eberly
Prediction of tuberculosis clusters in the riverine municipalities of the Brazilian Amazon with machine learning
Revista brasileira de epidemiologia = Brazilian journal of epidemiology
paper reports study mobile app provides tailored information sleep individuals aged 40 older chronic health conditions low health literacy sleep module part multitopic app focused chronic disease selfmanagement participants randomly assigned receive sleep psychoeducation reading levels equivalent 3rd 6th 8th grade primary outcome measure pittsburgh sleep quality index psqi completed baseline intervention three months later outcomes assessed using repeated measures mixed effects models participants black indigenous persons color bipoc 87 average reading level 7th grade health literacy socioeconomic status number health conditions related psqi psqi score decreased course three study visits groups consistent small medium effect size 040 effect treatment group observed participants positive usefulness helpfulness app results suggest brief tailored information intervention may beneficial individuals aged 40 older low health literacy chronic health conditions development intervention may enhance clinical effectiveness