Fahimeh Nezhadmoghadam, José Gerardo Tamez-Peña, Emmanuel Martinez-Ledesma
Exploring the intersection of obesity and gender in COVID-19 outcomes in hospitalized Mexican patients: a comparative analysis of risk profiles using unsupervised machine learning
Frontiers in public health
many entrants initial stages professional training challenge demands work lead new physical psychological stress well new social requirements new requirements influence health behaviour state health young employees recent years many studies health literacy hl hl represents resources potentials allow individuals achieve improved control health factors influence health thus hl influence wellbeing health present study health trainees different branches health welfare services office sales technology monitored time ending period covid19 pandemic furthermore association health literacy health health behaviour examined 201718 baseline survey t0 performed trainees various sectors office sales teaching nursing social welfare engineering hairdressers contacted vocational colleges four federal states north germany trainees surveyed first year training 2021 t3 demographic data collected well information health literacy hlseu16 health behaviour physical exercise nutrition smoking alcohol state health bmi psychological wellbeing subjective state health recognition satisfaction work thoughts leaving profession surveyed copenhagen psychosocial questionnaire copsoq statistical analysis performed tests paired samples multivariate regression analysis spss 26 129 data sets evaluated followup rate 102 85 trainees female mean age followup 256 years 56 employed health service social welfare 35 worked office sales engineering t3 47 employees exhibited limited health literacy 67 low levels exercise 30 risky alcohol use 42 exhibited overweight 42 poor psychological wellbeing association health literacy hl psychological wellbeing observed crosssection hl inadequate vs hl adequate 32 95 ci 107949 p 0037 odds ratio relative subjective state health also increased although association statistically significant hl inadequate vs hl adequate 27 95 ci 072978 p 0143 sector health service social welfare statistically significant deterioration time copsoq variables recognition satisfaction work thoughts leaving profession group trainees first year work covid19 epidemic present findings show need prevent risky health behaviour overweight poor psychological wellbeing health literacy shown modifiable parameter apparently associated cross longitudinal section health young employees would appear reasonable modify developing health literacy setting work school