Influencing Factors on Parenting Stress of Mothers with Infant Children

Lee, Geun Ae; Jeon, Hyo Jeong; Kyoung, Goh Eun

doi:10.22251/jlcci.2019.19.17.1211

Cited by 3 publications

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“…It is easy for mothers of premature infants to experience psychological problems such as loneliness, alienation, and emptiness due to abstaining from outdoor activities and alienating themselves from society to prevent their vulnerable children from exposure to infectious diseases [ 10 ]. Psychological problems such as emptiness in life and guilt about parenting, in addition to the physical health status of mothers of premature children who reached preschool age, have been reported to strongly influence parenting stress [ 11 ]. The psychological problems of mothers whose preterm children reached early childhood have also been found to negatively affect mothers' quality of life [ 12 ] and children's development [ 13 ].…”

Section: Introductionmentioning

confidence: 99%

Parenting experiences of mothers of moderate-to-late preterm children in South Korea: a qualitative study

Lee¹

2022

Child Health Nurs Res

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Purpose: This study investigated the parenting experiences of mothers of young children born moderate-to-late preterm (MLPT) in South Korea. Methods: In this qualitative study, semi-structured focus group interviews were conducted with 10 mothers of MLPT children from infancy to preschool age. The interviews were video-recorded, transcribed verbatim, and analyzed using qualitative content analysis. Results: Four categories resulted from the analysis of parenting experiences of mothers with young MLPT children, as follows: "becoming a mother of an early-born child", "difficulties as the primary caregiver for a high-risk child", "helpful social support, but still a lack of professional support for parenting a high-risk child", and "mothers and children growing together". Conclusion: Mothers of young MLPT children experienced difficulties due to concerns about their child's health, growth and development, and insufficient child-rearing support. Therefore, social support systems should be strengthened and more aggressive nursing strategies should be adopted for mothers of young MLPT children.

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Section: Introductionmentioning

confidence: 99%

Parenting experiences of mothers of moderate-to-late preterm children in South Korea: a qualitative study

Lee¹

2022

Child Health Nurs Res

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Developing Prediction Model for Children’s Social Competence Using Machine Learning

Lee¹

2022

Korean J Child Stud

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Objectives: This study aims to identify the types of latent classes of children’s social competence, and to develop a model using machine learning to predict the type and identify relatively important variables.Methods: Data were collected from 466 children aged three to five years and their mothers. Children’s social competence was classified by level. Latent class analysis, machine learning model construction, and performance evaluation were performed using R 3.6.1 and R-Studio 1.2.5033. The machine learning algorithms used were logistic regression, lasso logistic regression, random forest, and gradient-boosted decision tree models.Results: First, according to the characteristics of the latent class of children’s social competence, it was classified into two types: ‘high level’ and ‘low level’. Second, a machine learning algorithm was applied according to the latent class. The best performing model was the random forest model. Third, the most important variable in predicting the social competence type was identified as ‘harm avoidance’ in the children’s temperament. Fourth, another major variable was a ‘shift’ in the children’s executive functions.Conclusion: This study is meaningful as it suggests the possibility of predicting and discriminating children’s social competence and various developmental aspects by applying machine learning, the latest technique, to predict the types of children’s social competence.

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The Effects of Parental Calling of Mothers with Infants on Parenting Stress: The Moderating Effects of Spousal Coparenting

Park,

Kang

2024

JFBL

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Influencing Factors on Parenting Stress of Mothers with Infant Children

Cited by 3 publications

References 0 publications

Parenting experiences of mothers of moderate-to-late preterm children in South Korea: a qualitative study

Parenting experiences of mothers of moderate-to-late preterm children in South Korea: a qualitative study

Developing Prediction Model for Children’s Social Competence Using Machine Learning

The Effects of Parental Calling of Mothers with Infants on Parenting Stress: The Moderating Effects of Spousal Coparenting

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