Robert Mash, Louis Jenkins, Mergan Naidoo
Development of entrustable professional activities for family medicine in South Africa
African journal of primary health care & family medicine
hemodialysis hd patients become serious public health problem number increasing every year worldwide study aimed determine relationship satisfaction life dietary attitude comfort level patients receiving hd treatment research conducted relational crosssectional descriptive design research conducted 174 patients 85 population receiving hd treatment march 20 september 30 2023 study hierarchical regression analysis performed spss 250 machine learning analysis prediction performed using r programming language version 413 model used determine factors affecting satisfaction life significant usable f2171 25855 p 0001 attitudes hd patients toward dietary therapy hd comfort levels together explained 223 total variance satisfaction life regression model according results ttest regarding significance regression coefficient increase hd comfort levels participants 2668 p 0008 increase attitude hd patients toward dietary therapy 5897 p 0001 caused statistical increase satisfaction life according shapley values important variable prediction satisfaction life variable attitude dietary attitude determined increase comfort levels hd patients positive dietary attitudes increased satisfaction life recommended provide education increase patients diet attitudes comfort levels