Understanding global research trends in the control and prevention of infectious diseases for children: Insights from text mining and topic modeling.

INTRODUCTION: The emergence of novel infectious diseases has amplified the urgent need for effective prevention strategies, especially ones targeting vulnerable populations such as children. Factors such as the high incidence of both emerging and existing infectious diseases, delays in vaccinations, and routine exposure in communal settings heighten children's susceptibility to infections. Despite this pressing need, a comprehensive exploration of research trends in this domain remains lacking. This study aims to address this gap by employing text mining and modeling techniques to conduct a comprehensive analysis of the existing literature, thereby identifying emerging research trends in infectious disease prevention among children. METHODS: A cross-sectional text mining approach was adopted, focusing on journal articles published between January 1, 2003, and August 31, 2022. These articles, related to infectious disease prevention in children, were sourced from databases such as PubMed, CINAHL, MEDLINE (Ovid), Scopus, and Korean RISS. The data underwent preprocessing using the Natural Language Toolkit (NLTK) in Python, with a semantic network analysis and topic modeling conducted using R software. RESULTS: The final dataset comprised 509 journal articles extracted from multiple databases. The study began with a word frequency analysis to pinpoint relevant themes, subsequently visualized through a word cloud. Dominant terms encompassed "vaccination," "adolescent," "infant," "parent," "family," "school," "country," "household," "community," "HIV," "HPV," "COVID-19," "influenza," and "diarrhea." The semantic analysis identified "age" as a key term across infection, control, and intervention discussions. Notably, the relationship between "hand" and "handwashing" was prominent, especially in educational contexts linked with "school" and "absence." Latent Dirichlet Allocation (LDA) topic modeling further delineated seven topics related to infectious disease prevention for children, encompassing (1) educational programs, (2) vaccination efforts, (3) family-level responses, (4) care for immunocompromised individuals, (5) country-specific responses, (6) school-based strategies, and (7) persistent threats from established infectious diseases. CONCLUSION: The study emphasizes the indispensable role of personalized interventions tailored for various child demographics, highlighting the pivotal contributions of both parental guidance and school participation. CLINICAL RELEVANCE: The study provides insights into the complex public health challenges associated with preventing and managing infectious diseases in children. The insights derived could inform the formulation of evidence-based public health policies, steering practical interventions and fostering interdisciplinary synergy for holistic prevention strategies.

Exploring the Link Between Smartphone Overdependence, Depression, and Suicidal Behaviors Through the Mediating Effect of Lifestyle Risk Behaviors Among South Korean Adolescents: A Cross-sectional Study Using National Big Data.

INTRODUCTION: This study examined how lifestyle risk behaviors mediate the relationship between smartphone overdependence, depressive symptoms, and suicidal behavior in adolescents. METHOD: Based on a secondary analysis of national survey data obtained in 2020 in South Korea, this study had 54,948 participating adolescents. Multiple logistic regression and mediating effect analyses were used to assess the relationships between the study variables. RESULTS: Adolescents' lifestyle risk behaviors partially mediated the link between smartphone overdependence and depression (Z = 6.86, p < .001), suicidal ideation (Z = 7.04, p < .001), and suicidal planning (Z = 4.59, p < .001). DISCUSSION: This is the first study to examine the mediating role of comprehensive lifestyle behaviors, not single habits, in the relationship between smartphone overdependence, depression, and suicidal behaviors. Encouraging healthy lifestyle behaviors in adolescents can help alleviate the link between smartphone overdependence and mental health problems.

Transition in the Context of Parental Participation in Caring for Infants in Neonatal Intensive Care Units: An Evolutionary Concept Analysis.

While participating in the care for a baby in a neonatal intensive care unit, parents experience a transition in which they adapt to changes and reconstruct their roles and identities. However, there is no clear explanation for this concept of transition. The purpose of this study was to clarify this concept using Rodgers' evolutionary approach. The identified attributes of the concept were a process of learning, repeated undulating emotions, balancing a caring relationship with nurses, and embracing new roles and responsibilities. The findings can provide a knowledge base for future research aimed at enhancing nurses' understanding of transition and promoting parental participation.

Analyzing symptom experiences and pathways to enhancing quality of life in adolescents with Moyamoya disease.

PURPOSE: The psycho-emotional symptom experiences and health-related factors that influence the quality of life of adolescents with Moyamoya disease are still not fully understood. The aim of this study is to identify the daily physical and accompanying psychological symptom experiences of such adolescents, and to examine how health-related factors contribute to their quality of life. DESIGN AND METHOD: This study employed a descriptive cross-sectional research design. Data on a total of 134 adolescents with Moyamoya disease was analyzed in order to develop a path analysis. Data were collected from October 2019 to January 2021 in South Korea. The theory of salutogenesis was employed in order to develop a hypothetical model for this path analysis. Participants were given a self-reporting questionnaire. Descriptive analysis and path analysis were conducted based on the results. RESULTS: Adolescents with Moyamoya disease experienced several negative emotions simultaneously, regardless of the severity of their physical symptoms. The path analysis revealed that stress, a sense of coherence, behavior, and the support of friends were significant contributors to adolescents' quality of life. CONCLUSIONS: Adolescents with Moyamoya disease have multifaceted symptom experiences in their daily lives. To enhance their quality of life, it is crucial to provide support that can help strengthen their capacity for stress management and enhance their sense of coherence. PRACTICAL IMPLICATIONS: This study provides evidence that nurses should offer anticipatory information to adolescents with Moyamoya disease regarding the symptoms they will frequently encounter, and develop interventions to enhance their quality of life.

Psychometric Validation of the Korean Version of the Family-Centered Care Questionnaire-Revised.

Background and Purpose: Family-centered care (FCC) is a philosophy of care that applies to all areas of pediatric nursing and is a key component of the care model for patient safety and management activities in the medical environment of hospitalized children. The aim of this study was to translate and evaluate the psychometric properties of the Korean version of the Family-Centered Care Questionnaire-Revised (FCCQ-R). Methods: A total of 239 questionnaires were completed by pediatric nurses at four consenting general hospitals. Results: Fourteen items were removed from the original questionnaire through exploratory factor analysis and nine subscales were reduced to five. The factor loadings of the 30 items on the five subscales ranged from 0.50-0.80. The model of the Korean version of the questionnaire was validated by an exploratory and confirmatory factor analysis. Reliability analysis for internal consistency showed an acceptable to high Cronbach's α of 0.96 in total and the subscales ranged from 0.59-0.92. Conclusions: This study verified the validity and reliability of the tool to measure the perception of FCC. Future research will need to correlate FCC with more relevant measures, such as the nurse-parent partnership measure tool, to confirm predictive and concurrent validity. The Korean version of the FCCQ-R of 30 questions on five subscales is a valid and reliable measurement of Korean nurses' perceptions of FCC.

Features and diversity of symptoms of moyamoya disease in adolescents: A cluster analysis.

AIMS: The purpose of this study is to explore the symptoms experienced by adolescents with moyamoya disease and to identify the characteristics of each symptom cluster associated with moyamoya disease. DESIGN: A retrospective and descriptive design, which is a secondary data analysis study based on electronic medical record data from hospitals. METHODS: To assess the symptoms associated with moyamoya disease, a qualitative study was conducted on 12 adolescents, 12 caregivers and 12 experts on moyamoya disease. According to a qualitative study, 12 main symptoms (limb weakness, numbness, pins and needles, difficulty in speech, blurred vision, facial paralysis, hand tremors, involuntary movements, convulsions, dizziness, nausea/vomiting and headaches) were selected. Data were collected around these symptoms. The data collection was carried out through the Electronic Medical Record (EMR) data of 303 adolescents aged 13-19 who were diagnosed with moyamoya disease (ICD 10 Code: I67.5) between January 2010-December 2019 in a hospital in Seoul, South Korea. Cluster analysis was applied to identify symptom clusters with the hierarchical cluster agglomerative approach. We used the log-likelihood distance to measure the similarity of variables. Proximity between groups of variables was measured using the two-step method. RESULTS: The physical symptoms experienced by adolescents with moyamoya disease were 'limb weakness' - the most common - followed by a 'headache,' 'difficulty in speech,' and 'nausea/vomiting.' A total of five symptom clusters were derived: cluster 1 was characterized by 'limb weakness'; cluster 2 participants were asymptomatic or experienced 'convulsions'; cluster 3 experienced 'difficulty in speech' and 'facial paralysis'; cluster 4 is prone to 'dizziness' and 'pins and needles'; and cluster 5 displays 'headaches' and 'nausea/vomiting'. CONCLUSION: This study offers a multidimensional approach for identifying differences in clinical symptoms of moyamoya disease among adolescents. IMPACT: These results will help provide interventions concerning the characteristics of the symptoms of moyamoya disease among adolescents.