In this study that aims to prevent the attrition of human resource which is so important for enterprises, as well leave employment natural result such attrition, employee and factors causing are tried be determined by predictive analytics approaches. The sample dataset contains 30 different attributes 1470 employees was obtained analysis from a database provided IBM Watson Analytics. study, sev...

The attrition rate in nurse anesthesia educational programs is of interest to educators and the CRNA profession as an important outcome of the educational process. This study reports the beliefs of program directors about the rate of and reasons for attrition in the cohort graduating in 2005. A survey tool was distributed online to all 101 nurse anesthesia educational program directors. Eight p...

BACKGROUND Breastfeeding provides numerous health benefits for mothers and infants, but worldwide breastfeeding rates fall below recommendations. As part of efforts to increase breastfeeding initiation and duration, the World Health Organization and UNICEF UK recommend educational interventions to increase awareness and positive attitudes towards breastfeeding beginning during the school years....

BACKGROUND Infant feeding categories, often referred to as breastfeeding definitions, form the basis to describe infant feeding patterns; especially, breastfeeding duration and degree of breastfeeding exclusivity. Researchers use a variety of algorithms and no validated tool exists to measure feeding patterns for research purposes. The goal of this research project was to develop and test a too...

The value of the customer has been widely recognised in terms of financial planning and efficient resource allocation including the financial service industry. Previous studies have shown that directly observable information can be used in order to make reasonable predictions of customer attrition probabilities. However, these studies do not take full account of customer behavior information. I...

There is insufficient evidence to confirm the association between breastfeeding and allergic outcomes later in life. This study aimed to determine the relationships between different breastfeeding patterns and allergen sensitizations and risk of developing atopic diseases in early childhood. A total of 186 children from a birth cohort in the Prediction of Allergies in Taiwanese Children study f...

BACKGROUND The relation between postpartum weight retention and breastfeeding practices is controversial. OBJECTIVE Defining breastfeeding as the period when a child is exclusively or predominantly breastfed, we studied the association between breastfeeding duration and postpartum weight retention. DESIGN We followed 405 women aged 18-45 y who were assessed at 0.5, 2, 6, and 9 mo postpartum...

Employees are the most valuable resources for any organization. The cost associated with professional training, developed loyalty over years and sensitivity of some organizational positions, all make it very essential to identify who might leave Many reasons can lead employee attrition. In this paper, several machine learning models automatically accurately predict IBM attrition dataset is used...

Background: Exclusive breastfeeding is one of the most important issues for public health and Pediatricians in developing countries. Despite the importance of exclusive breastfeeding, only 39% of children in the world are breastfed during the first six months of life.Methods: This study was a Cross-sectional descriptive-analysis conducted on a total number of 396 breastfeeding mothers in ...

AIM To explore associations among breastfeeding duration, maternal personality and maternal attitudes and experiences of breastfeeding. BACKGROUND Understanding influences on breastfeeding initiation and duration is critical to increasing breastfeeding rates and supporting new mothers. Maternal characteristics such as self-efficacy, knowledge and confidence are known to enable women to breast...