Seyed Alireza Samerei, Kayvan Aghabayk
Interpretable machine learning for evaluating risk factors of freeway crash severity
International journal of injury control and safety promotion
exploring factors may influence general practitioners gps intentions remain rural area necessary inform training placement future medical workforce rural area however little known gps perception towards national compulsory service programme ncsp job satisfaction impact turnover intention paper explores gps intentions remain rural china policy perception job satisfaction predict intentions conducted crosssectional online survey december 2021 february 2022 investigate gps perception towards ncsp job satisfaction intentions remain rural area eligible participants gps required provide health services part ncsp township health centres 9 provinces could represent ncsp gps china multinomial logistic regression analyses performed explore associations policy perceptions job satisfaction intentions remain 3615 gps included analysis 442 122 would like remain rural area 1266 350 unsure results multinomial logistic regression analyses showed compared gps would leave gps higher perception scores restriction taking postgraduate exam rrr 193 95 ci 172 216 commitment work six years rrr 153 95 ci 131 178 likely remain contrast gps higher perception scores completing standardised residency training rrr 075 95 ci 064 088 passing national medical licensing examinations rrr 074 95 ci 062 087 likely leave gps satisfied freedom choosing work methods rrr 152 95 ci 125 184 chances promotion rrr 160 95 ci 132 194 likely remain study highlights significance policy perception job satisfaction gps intentions remain rural area factors career advancement empowerment gps build use skills abilities taken account designing rural placement programmes