1.Application of knowledge graph technology in the field of nursing
Lei XU ; Caixiu XUE ; Ke YANG ; Lianhong WANG
Chinese Journal of Modern Nursing 2025;31(16):2236-2240
As a crucial research branch of artificial intelligence and a key technology for implementing smart healthcare, knowledge graphs have demonstrated strong capabilities in data processing and organization. Nursing researchers can leverage knowledge graph technology to effectively integrate nursing-related concepts and their potential relationships, thereby providing guidance for clinical nursing practice. This paper introduced the connotation, construction methods, and core technologies of knowledge graphs, and presents specific scenarios illustrating their applications in the nursing field. Furthermore, it discussed the role of knowledge graphs in promoting the development of nursing science, aiming to enhance awareness among nursing researchers and broaden the application of knowledge graphs in nursing.
2.Application of knowledge graph technology in the field of nursing
Lei XU ; Caixiu XUE ; Ke YANG ; Lianhong WANG
Chinese Journal of Modern Nursing 2025;31(16):2236-2240
As a crucial research branch of artificial intelligence and a key technology for implementing smart healthcare, knowledge graphs have demonstrated strong capabilities in data processing and organization. Nursing researchers can leverage knowledge graph technology to effectively integrate nursing-related concepts and their potential relationships, thereby providing guidance for clinical nursing practice. This paper introduced the connotation, construction methods, and core technologies of knowledge graphs, and presents specific scenarios illustrating their applications in the nursing field. Furthermore, it discussed the role of knowledge graphs in promoting the development of nursing science, aiming to enhance awareness among nursing researchers and broaden the application of knowledge graphs in nursing.
3.Current status and influencing factors of the nurturing care ability of primary intergenerational caregivers for infants and young children aged 0-3 years old
Caixiu XUE ; Heng ZHOU ; Ke YANG ; Lei XU ; Huiwen TAN ; Lianhong WANG
Chinese Journal of Modern Nursing 2024;30(36):4990-4995
Objective:To investigate the current status of the nurturing care ability of primary intergenerational caregivers for infants and young children aged 0-3 years old, and explore its influencing factors, providing reference for further constructing strategies to enhance the nurturing care ability of primary intergenerational caregivers.Methods:From November 2022 to February 2023, cluster sampling was used to select 673 primary intergenerational caregivers of infants and young children aged 0-3 from three communities in Zunyi City as participants. The survey was conducted using the General Self-Efficacy Scale and the self-made Primary Intergenerational Caregiver Nurturing Care Ability Questionnaire for 0-3 Year Old Infants and Young Children. The nurturing care ability of primary intergenerational caregivers was evaluated from five dimensions of health care, nutrition care, safety care, responsive care, and early learning opportunities. Single factor analysis and multiple linear regression were used to analyze the factors influencing the nurturing care ability of primary intergenerational caregivers.Results:Among 673 primary intergenerational caregivers, the total score for the nurturing care ability was (88.15±13.19), and the mean of each item was (2.38±0.36). Multiple linear regression analysis showed that marital status, educational level, occupational status, and general self-efficacy were the influencing factors on the nurturing care ability of primary intergenerational caregivers for infants and young children aged 0-3 years old ( P<0.05), which explained 21.4% of the total variation. Conclusions:The nurturing care ability of the primary intergenerational caregivers for infants and young children aged 0-3 in Zunyi City are at upper middle level. Healthcare professionals should attach importance to evaluating the nurturing care ability of primary intergenerational caregivers, and provide targeted and effective interventions and support to improve their nurturing care abilities, comprehensively ensuring the healthy growth of infants and young children aged 0-3.
4.Current status and influencing factors of the nurturing care ability of primary intergenerational caregivers for infants and young children aged 0-3 years old
Caixiu XUE ; Heng ZHOU ; Ke YANG ; Lei XU ; Huiwen TAN ; Lianhong WANG
Chinese Journal of Modern Nursing 2024;30(36):4990-4995
Objective:To investigate the current status of the nurturing care ability of primary intergenerational caregivers for infants and young children aged 0-3 years old, and explore its influencing factors, providing reference for further constructing strategies to enhance the nurturing care ability of primary intergenerational caregivers.Methods:From November 2022 to February 2023, cluster sampling was used to select 673 primary intergenerational caregivers of infants and young children aged 0-3 from three communities in Zunyi City as participants. The survey was conducted using the General Self-Efficacy Scale and the self-made Primary Intergenerational Caregiver Nurturing Care Ability Questionnaire for 0-3 Year Old Infants and Young Children. The nurturing care ability of primary intergenerational caregivers was evaluated from five dimensions of health care, nutrition care, safety care, responsive care, and early learning opportunities. Single factor analysis and multiple linear regression were used to analyze the factors influencing the nurturing care ability of primary intergenerational caregivers.Results:Among 673 primary intergenerational caregivers, the total score for the nurturing care ability was (88.15±13.19), and the mean of each item was (2.38±0.36). Multiple linear regression analysis showed that marital status, educational level, occupational status, and general self-efficacy were the influencing factors on the nurturing care ability of primary intergenerational caregivers for infants and young children aged 0-3 years old ( P<0.05), which explained 21.4% of the total variation. Conclusions:The nurturing care ability of the primary intergenerational caregivers for infants and young children aged 0-3 in Zunyi City are at upper middle level. Healthcare professionals should attach importance to evaluating the nurturing care ability of primary intergenerational caregivers, and provide targeted and effective interventions and support to improve their nurturing care abilities, comprehensively ensuring the healthy growth of infants and young children aged 0-3.

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