• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2017년도 춘계학술발표대회
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• pp.540-543
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• 2017

It will be possible to solve some of the major issues in our society and economy with the emerging Big Data used across 21st century global digital economy. One of the main areas where big data can be quite useful is the medical and health area. IT technology is being used extensively in this area and expected to expand its application field further. However, there is still room for improvement in the usage of Big Data as it is difficult to search unstructured data contained in Big Data and collect statistics for them. This limits wider application of Big Data. Depending on data collection and analysis method, the results from a Big Data can be varied. Some of them could be positive or negative so that it is essential that Big Data should be handled adequately and appropriately adapting to a purpose. Therefore, a Big Data has been constructed in this study to applying Crawling technique for data mining and analyzed with R. Also, the data were visualized for easier recognition and this was effective in developing an individualized health plan from different angles.

• 가정간호학회지
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• 제14권1호
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• pp.23-30
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• 2007

Purpose: The aim of this study was to establish basic data for developing education program of tailor made visiting home health care. Method: For this study, the subject was recruited in one directorial area among 14 nation-wide areas. The data collection was done using self-report questionnaire developed by Korea Health Industry Development Institute. Ninety one questionnaires were analyzed and response rare was 88.3%. Result: The major results were as follows. Aspect of education operations, the satisfaction of education space was revealed high. However, the satisfaction of education time, hour, and schedule were low. The overall satisfaction of education contents were revealed high. The most useful curriculums were found Chronic disease management, Infant & toddler health management, and Case management of tailor made visiting home health care. However the most unuseful curriculums were Nutritional management according to subject's health problem, Health promotion for poor family, and Understanding of visiting service in community health center. Conclusion: With these results, it was identified that the most needed contents of tailor made visiting home health care education program. So these results will be used to develop the more effective education program to activate tailor made visiting home health care service in community health center.

• 지역사회간호학회지
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• 제28권3호
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• pp.251-259
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• 2017

Purpose: This study aims to examine the influence of vitamin D and calcium on depression and cognitive function of the elderly living alone in a city. Methods: The participants were registered in eight senior centers in S city and they had lived alone. Data were collected between November 28, 2014 and March 7, 2015. A total of 155 people participated in data collection to measure the serum vitamin D, the serum calcium, depression, and cognitive function. The data were analyzed with t-test, ANOVA, Pearson's correlation and multiple regression analysis. Results: There were significant differences in depression according to gender and perceptions of health status. Depression correlated significantly with the serum calcium and perceptions of health status, and a stepwise regression analysis showed that the perceptions of health status were significant. There were significant differences in cognitive function according to education level and age. Cognitive function correlated significantly with the serum vitamin D and a stepwise regression analysis showed that education level and age were significant. Conclusion: Consequently, elderly people with poor perceptions of their health status need a depressive intervention program and those with a higher age and lower level of education need a cognitive function intervention program.

• 성인간호학회지
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• 제20권4호
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• pp.641-651
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• 2008

Purpose: this study was to develop and test the structural model that explains husband and wife compatibility and family health of married middle-aged. A hypothetical model explaining husband and wife compatibility and family health based on literature reviews. There were three theoretical variables and twelve observed variables in hypothetical model. Methods: Data collection was carried out May through July 2005. Data were collected by self-reporting questionnaires from 854 married middle-aged who lived in Seoul, Busan, Daegu, Kyungnam, Kyungpook. Collected data was analyzed using SPSS/WIN 12.0 for descriptive statistics, Pearson Correlation coefficient, and Kolmogorov-Smirnov analysis. Results: LISREL program was used to find the best fit normal which assumes causal relationship among variables. This model was to be good fitting and parsimonious to measure husband and wife compatibility and family health of married middle-aged. Conclusion: Differentiation of self and husband and wife compatibility predicted level of family health. Therefore, a family health improvement program needs to include these two variables.

• 보건교육건강증진학회지
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• 제24권4호
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• pp.87-98
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• 2007

Background: Health promotion services should be provided based on clients' health promotion needs. To provide health promotion services for elementary students in Korea, health promotion needs by geographical regions should be analyzed. Purpose: To analyze elementary students' health behaviors by regions. Method: Elementary students of 4018 from large cities, 1636 from medium sized cities, 328 from rural areas were included. Data collection was done using items from National Health and Nutrition Survey and was collected by mail from schools. For data analysis, Chi-square test and multiple logistic regression were utilized. Result: From comparison of health behaviors, there were no significant differences between large cities and medium sized cities. However, there were significant differences between urban students and rural students in terms of fast food intake, breakfast, soft drink intake, sleeping hours, tooth brush, and obesity. Conclusion: Health promotion services, especially correcting unhealthy eating behaviors for rural elementary students should be focused.

• 지역사회간호학회지
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• 제10권2호
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• pp.480-493
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• 1999

The visiting nursing service is an essential part of public health. The purpose of this study was to analyze the visiting nursing service in primary health service centers. The data were collected from visiting nurse records in Wonju City Health Center, Myun Health Center and Community Health Subcenters. The period of data collection was from April 6 to July 15, 1998. The major findings were as follows: 1. Characteristics of 36 service providers. 1) Age : Over 40 years old - 66.7% 2) Educational level: The proportion of registered nurses was 47.2% and nurse aids 52.8% 3) Career: The proportion of providers who worked over 11 years in Public Health Service was 7.8% 2. Characteristics of Subjects 1) The major health problems were cerebro vascular attack, hypertension, D. M., arthritis, gastrointestinal problems and psychiatric problems. The prevalence of chronic health problems increased with age, except for mental illness. 2) The prevalence of cancer was 4.3/1000. 3. Contents of Home Visiting Nursing Services. 1) The major service was education and counseling. 2) The other services were Direct Care(ROM exercise, wound care, physical therapy, basic nursing care etc,) as 56.5%, of the work involved Indirect Care(teaching, counseling, emotional support, etc,) 30.3%, medication - 11.7%, and referral to hospitals - 1.5%.

• 호스피스학술지
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• 제3권1호
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• pp.1-11
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• 2003

This study was designed to test the correlation among spiritual health, mental health and maturation of christian belief of nursing students and to provide baseline data for nursing education in college. The subject were 222 nursing students at one college in Incheon area. Min's(1996) spiritual health scale, Gou's(1989)mental health scale and Choe's(1987) maturation of christian belief scale were used in this research for data collection. The results of this study are as follows: 1.Nursing students who have belief in religion were 65.3% include Protestant(42.3%), Catholic(15.3%) and Buddhism(7.7%). 2.The mean score on the spiritual heath scale was 3.48±0.64, on the mental health scale was 3.67±0.54 and on the maturation of christian belief scale was 3.24±0.52. 3.Spiritual health between the nursing students who have belief in religion and who have not were noted statistically significant differences(F=65.33, P=0.000). 4.There were positively significant correlation between spiritual health and mental health(r=0.506, P=0.000), spiritual health and maturation of christian belief(r=0.599, P=0.000) and mental health and maturation of christian belief(r=0.280, P=0.003).

• 대한간호학회지
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• 제35권5호
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• pp.943-954
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• 2005

Purpose: The purpose of this study was to identity the effects of a health promotion program for rural elderly on health promotion lifestyle and health status. Method: The study was a nonequivalent control group pre-post experimental design. Data collection was performed from April 12th, 2003 to August 2nd, 2003. The subjects were selected at Mari Myun Geochang Gun in Korea. 44 elders were in the experimental group and 45 elders were in the control group. The 16-week health promotion program was given to the experimental group. Data was analyzed by descriptive statistics, $x^2$-test, t-test, and ANCOV A test with SPSS/Win 10.0 program. Result: The experimental group showed higher scores of a health promotion lifestyle and perceived health status than the control group. In addition, systolic BP, heart rate, body fat and glucose of the experimental group were lower than the control group. Waist flexibility, left hand grip power, back strength and leg strength of the experimental group were higher than the control group. However, there were no significant differences in diastolic BP, total cholesterol and right hand grip power between the two groups. Conclusion: This health promotion program for rural elderly can be recommended as an effective nursing intervention in rural communities.

• 기본간호학회지
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• 제16권3호
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• pp.264-271
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• 2009

Purpose: This study was done to identify the relationship of life satisfaction, family support, physical health and demographic characteristics to perceived health, and to identify factors affecting perceived health of elderly participating in programs in welfare centers for senior citizens. Method: The research design for this study was a descriptive survey design using a convenience sampling. Data collection was done using self-questionnaire with 211 elders from 2 welfare centers for senior citizens located in Seoul. ANOVA, t-test, Pearson correlation coefficients and hierachical multiple regression with the SPSS Win 12.0 Program were used to analyze the data. Results: The mean score for degree of perceived health was 3.27$\pm$0.91. Perceived health had a significant positive correlation with life satisfaction (r= .362, p< .001), family support (r= .403, p< .001), physical health (r= .424, p< .001). The explained variance for perceived health was 37.9%. Among the variables, physical health ($\beta$= .175, p= .014), life satisfaction ($\beta$= .208, p= .002), and family support ($\beta$= .277, p< .001) significantly predicted the degree of perceived health. Conclusion: Findings of this study provide a comprehensive understanding of perceived health and related factors for elders in Korea. However, further study with a larger random sample from various living environment is necessary.

• 여성건강간호학회지
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• 제29권2호
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• pp.128-136
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• 2023

Purpose: Topic modeling is a text mining technique that extracts concepts from textual data and uncovers semantic structures and potential knowledge frameworks within context. This study aimed to identify major keywords and network structures for each major topic to discern research trends in women's health nursing published in the Korean Journal of Women Health Nursing (KJWHN) using text network analysis and topic modeling. Methods: The study targeted papers with English abstracts among 373 articles published in KJWHN from January 2011 to December 2021. Text network analysis and topic modeling were employed, and the analysis consisted of five steps: (1) data collection, (2) word extraction and refinement, (3) extraction of keywords and creation of networks, (4) network centrality analysis and key topic selection, and (5) topic modeling. Results: Six major keywords, each corresponding to a topic, were extracted through topic modeling analysis: "gynecologic neoplasms," "menopausal health," "health behavior," "infertility," "women's health in transition," and "nursing education for women." Conclusion: The latent topics from the target studies primarily focused on the health of women across all age groups. Research related to women's health is evolving with changing times and warrants further progress in the future. Future research on women's health nursing should explore various topics that reflect changes in social trends, and research methods should be diversified accordingly.