Di Yang, Tao Dong, Peng Wang
Crash severity analysis: A data-enhanced double layer stacking model using semantic understanding
Heliyon
paper evaluates effectiveness educational intervention based transtheoretical model aimed increasing physical activity pa participation among female employees bandar abbas city iran healthcare centers december 2017 august 2018 using semiexperimental interventional study design randomized multistage method 100 participants included intervention n 50 control groups n 50 data collection involved questionnaires assessing demographic information age gender marital status education stages change pa behavior perceived benefits barriers selfefficacy data analyzed using spss16 employing descriptive mean sd frequency percentage inferential statistics ttests chisquared tests etc prior educational intervention 19 participants 038 intervention group engaged consistently pa stages 45 3 6 months intervention numbers increased 29 058 25 050 respectively improvement statistically significant compared preintervention stage p 0001 findings highlight importance theorybased behavior change models health education programs promoting pa combating sedentary lifestyles although focused specific population bandar abbas intervention serve model similar programs targeting diverse social classes populations