این سایت در حال حاضر پشتیبانی نمی شود و امکان دارد داده های نشریات بروز نباشند
بهداشت و توسعه، جلد ۱۲، شماره ۱، صفحات ۲۵-۳۰
عنوان فارسی
چکیده فارسی مقاله
کلیدواژه‌های فارسی مقاله
عنوان انگلیسی Prediction of Social Participation Factors Affecting the Quality of Life of Mothers with Children with PKU Using a Random Forest Model: A Cross-sectional Study in Hamadan, Iran, in 2018
چکیده انگلیسی مقاله Abstract
Background: Parents of children with chronic medical conditions, including those with phenylketonuria (PKU), face emotional
stress. In this study, we will focus mainly on the social relationships, social participation, and quality of life of mothers of children
with PKU using the random forest (RF) method.
Method: In this cross-sectional study, data were collected from the Association for the Protection of PKU in Hamadan province.
We utilized the RF method for data analysis using the packages “Metrics” and “random forest SRC” in R software (version 3.2.2).
Results: In total, 201 mothers who had children with PKU were included in this study. More than half (52.2%) of the mothers
were aged between 18 and 35 years. Based on the random forest method, the most important predictors of the social interactions
and social participation of mothers who had children with PKU were, in order, environmental health, social relationships, mental
health, physical health, income, the number of family members, educational status, mothers’ job status, and age of mothers.
Conclusion: The first four variables (environmental health, social relationships, mental health, and physical health) were the most
effective predictors.
کلیدواژه‌های انگلیسی مقاله Random forest, Phenyl ketonuria, mental health
نویسندگان مقاله Sahar Dehdar Karsydani |
University Research and Development Center, Tehran University of Medical Sciences, Tehran, Iran

Sassan Amari |
Department of Nursing, Faculty of Nursing and Midwifery, Hormozgan University of Medical Science, Bandar Abbas, Iran

Naser Kamyari |
Department of Public Health, School of Health, Abadan University of Medical Sciences, Abadan, Iran

Mostafa Eghbalian |
Yazd Cardiovascular Research Center, Shahid Sadoughi University of Medical Sciences, Yazd, Iran

Zahra Mortazavi |
Department of Occupational Therapy, Faculty of Rehabilitation, Hamadan University of Medical Sciences, Hamadan, Iran

Elaheh Salarpour |
Endocrinology and Metabolism Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran

Saideh Sadat Mortazavi |
Department of Occupational Therapy, Faculty of Rehabilitation, Hamadan University of Medical Sciences, Hamadan, Iran

نشانی اینترنتی https://jhad.kmu.ac.ir/article_92517_77556933f44b0b737e7628e117927000.pdf
فایل مقاله فایلی برای مقاله ذخیره نشده است
کد مقاله (doi)
زبان مقاله منتشر شده en
موضوعات مقاله منتشر شده
نوع مقاله منتشر شده
برگشت به: صفحه اول پایگاه   |   نسخه مرتبط   |   نشریه مرتبط   |   فهرست نشریات