Child Health Nursing Research

Korean Academy of Child Health Nursing (한국아동간호학회)
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A Predictive Model using Decision Tree Method on Demand for Alternative Feeding Education by Nurses

의사결정나무분석법을 이용한 간호사의 대체수유교육요구 예측모형

  • 오진아 (인제대학교 간호학과) ;
  • 윤채민 (인제대학교 대학원 간호학과) ;
  • 김병수 (인제대학교 통계학과)
  • Received : 2009.12.16
  • Accepted : 2010.01.14
  • Published : 2010.01.31
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Abstract

Purpose: One of the main reasons why mothers quit breast feeding is that the volume of breast milk is inadequate due to insufficiency in suckling. We believe suckling experience may be a factor affecting nipple confusion. So an alternative feeding method, namely cup, spoon, finger, or nasogastric tube feeding may be needed to prevent nipple confusion. The purpose of this study was to construct a predictive model for demand for alternative feeding education by nurses. Methods: A descriptive design with structured self-report questionnaires was used for this study. Data from 175 nurses working in hospitals in Busan were collected between April 1 and 15, 2009. Data were analyzed by decision tree method, one of the data mining techniques using SAS 9.1 and Enterprise Miner 4.3 program. Results: Of the nurses, 81.1% demanded alternative feeding education and 5 factors showed that most of them expressed intention to pay, desire to know about alternative feeding, age, and learning experience. From these results, the derived model is considered appropriative for explaining and predicting demand for alternative feeding education. Conclusion: This confirms that knowledge and compliance in alternative breast feeding for newborn babies should be correct and any inaccuracies or insufficient information should be supplemented.

Keywords

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