• The Journal of Korean society of community based occupational therapy
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• v.9 no.1
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• pp.35-45
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• 2019

Objective : The purpose of this study was to investigate the factors influencing stroke in community-dwelling adults. Methods : This study used raw data from the community health survey in 2016. Among the 228,452 subjects who participated in the survey, 225,003 (98.5%) of them were included in the analysis of this study. The sociodemographic characteristics were selected as gender, age, region, income, marital status, and comorbidity was selected as osteoporosis, hypertension, diabetes, dyslipidemia, myocardial infarction and arthritis. Health-related quality of life was assessed by EuroQol-5 Dimension(EQ-5D) and the subcategory of EQ-5D (mobility, self-care, usual activities, pain/discomfort, anxiety/depression) were included in the analysis. Dependent variables were stroke, and the independent variables were the 16 variables described above. Statistical analysis was performed using binomial logistic regression analysis. Results : In sociodemographic variables, stroke was predicted by men, aging, and lower income levels. In comorbidity variables, stroke was predicted by hypertension, diabetes mellitus, hyperlipidemia, and myocardial infarction. In sub-domains of health-related quality of life, stroke was predicted by self-care, usual activities, mobility, anxiety/depression, and pain/discomfort. Conclusion : These finding suggest that it is needed development of a customized health promotion program for the improvement of self-care and activities of daily living in community-dwelling stroke survivors.

• The Journal of the Korea Contents Association
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• v.19 no.1
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• pp.430-444
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• 2019

This paper investigates the relationship between psychological independence and entrepreneurial intention of college students and the importance of entrepreneurship through empirical analysis. Therefore, In June 2018. A total of 214 samples were collected from 220 collected samples. The main findings are as follows: Firstly, psychological independence has a positive (+) effect on the entrepreneurship, but it cannot make a direct impact on the entrepreneurial intention. Secondly, It is confirmed that the entrepreneuship has a significant positive effect on each of the entrepreneurial intention. Thirdly, it is confirmed that entrepreneurship has a fully mediating role in the relationship between psychological independence and entrepreneurial intention. Fourthly, It is confirmed that the higher the entrepreneurship among male students, the stronger entrepreneurial intention, but there is no sexual difference in the relationship between psychological independence and entrepreneurship, psychological independence and entrepreneurial intention. In this paper, it has been confirmed that it is important to create a preceding factor of the entrepreneurial intention like psychological independence.

• 재활복지
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• v.21 no.4
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• pp.177-193
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• 2017

The purpose of this study was to examine the factors that affect the awareness of disabled in undergraduate students. A sample of 1,998 respondents was surveyed. Of these, a total of 1,957 questionnaires were analysed excluding the 41 questionnaires that did not agree with the survey or had a missing data. The questionnaire consists of the general characteristics, experience related to disability and disability awareness and we used a 4-point Likert scale. Collected data was analyzed using the SPSS 24.0 program and descriptive statistics, t-test, variance analysis and multiple regression analysis were used. According to the results of the study, the disability awareness score of our respondents was average 40.52. Second, female students had more positive about disability awareness than male ones, and senior students had more positive awareness than other grade students. Third, non-rehabilitation department students' disability awareness was more positive than rehabilitation students. Fourth, the disability awareness of people who have a acquaintance member with disability or health worker were significantly positive. Finally, the awareness of people who experienced at the disability related institution were significantly positive. Therefore, to improve the awareness of undergraduate students about disabilities, it is required to activate positive contact experiences with people with disabilities rather than theoretical learning.

• Journal of Climate Change Research
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• v.4 no.3
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• pp.235-244
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• 2013

Carbon dioxide emission estimation methods consist of four tiers according to the IPCC guideline. In this study, estimated results by tier 3 and tier 4 were compared with the theoretically calculated $CO_2$ emissions based on the mass balance approach for a gas fired power plant between March and May 2011. It was found that the relative differences were upto 17% between the measured emissions by tier 4 and theoretically estimated emissions, while the results of tier 3 were similar to those from theoretically estimated ones. The comparisons suggested the possibility of misestimation due to replacing missing, abnormal, or invalid data in continuous emissions monitoring system. When using only the data without those missing, abnormal, or invalid data, the relative differences decreased somewhat but still showed consistent differences depending on the stack. It is suggested that this differences might be due to the accuracy of the measurement instruments for the tier 4, especially, for the flow rate measurement instrument.

• Asia-Pacific Journal of Business Venturing and Entrepreneurship
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• v.13 no.6
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• pp.89-101
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• 2018

This paper empirically analyzed whether or not professional college students' Protean career attitudes affect entrepreneurial intention through employability and entrepreneurship, and whether or not they have practical training experiences can make a difference in such influence. For this reason, a questionnaire survey was conducted on about 240 students at specialized universities in Seoul and the Gyeonggi province for one month beginning on June 1, 2018. Of the 220 collected questionnaires, 214 parts in total were selected for final analysis, except for the 6 parts of the answer sheet which were not sure if there was a missing value or not. The main findings are as follows. First, it has been confirmed that the professional career attitude of Protean has influenced employability and entrepreneurial intention, but has not directly influenced entrepreneurial intention. Secondly, it has been confirmed that the employability and entrepreneurship have have a positive influence on the entrepreneurial intention. Thirdly, it has been confirmed that employability and entrepreneurship play a role as a fully mediated role in the relationship between the attitude of the Protean career and the entrepreneurial intention. Fourthly, considering the characteristics of the vocational college, there is no difference in the influence of employability and entrepreneurship on the entrepreneurial intentions, but the influence of the protean career attitude on employability and entrepreneuriship was different depending on whether or not they had the practical training experiences. This study is to analyze the relationship between the protean career attitude and the entrepreneurial intention in the aspect of employment and entrepreneurial activation of young people.

• Asia-Pacific Journal of Business Venturing and Entrepreneurship
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• v.13 no.6
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• pp.63-74
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• 2018

Youth unemployment including college graduates has become more serious in recent years. It is very necessary to study the factors affecting entrepreneurship and entrepreneurial intentions. These days, the number of female entrepreneurs has been increased dramatically. There have been many successful entrepreneurs with technology background in Korea. Until now, there have been not so many empirical studies examining moderating effects of gender and college major. A lot of studies have examined the relationship between entrepreneurial orientation and entrepreneurial intention of college students. The purpose of this article is to examine gender and major as moderators in the relationship. Until now, there has been very few research investigating the moderating effects of gender and major on the relationship between entrepreneurial orientation and entrepreneurial intention. Survey questionaries were given to 400 college students randomly chosen in Gangwon-do. Finally, 334 surveys were used to analyze the relationship. The findings of our study are as follows. First, similar to previous studies, entrepreneurial orientation of college students has a positive effect on entrepreneurial intention. Second, participation both in school entrepreneurship courses and out of school entrepreneurship education does positively affect entrepreneurial intention. Gender and major are moderating variables between entrepreneurial orientation and entrepreneurial intention. Third, compared to male students, female students with low entrepreneurial orientation show much lower entrepreneurial intention. Fourth, compared to Non-STEM students, STEM students with low entrepreneurial orientation show much lower entrepreneurial intention. Thus, in order to improve entrepreneurial intention among college students, it is very important to develop entrepreneurial orientation, especially for female and STEM college students.

• Korean Journal of Child Education & Care
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• v.19 no.2
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• pp.145-163
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• 2019

Objective: The purpose of this study was to systematically arrange previous ones on developmental effects of play in early childhood through a meta-analysis. Methods: For this purpose, the researchers searched for variety of databases and analyzed 110 studies, which were 90 graduate theses and 20 journals from 2005-2016. Results: First, the total developmental effect size of infant play was 1.21, with the effect size of the experimental group being 38.7% higher than that of the control group. The total developmental effect size was .81, however when inserted effect size was calculated, so it was supposed that the current effect size might be decreased, if missing studies were included. Second, effect size appears in all developmental areas, though actual effect size of sub-factors of child development tends to be mostly decreased: The fall in physical development fell down from 1.28 to .95 that emotional development was 1.42 to .86. The fall in social development was considerable from 1.13 to .85 that cognitive development was 1.19 to 1.07. In language development, it didn't change much. It stayed about the same as 1.30. The fall In creativity development stood at just below from 1.00 to .69. Third, effect size by moderating variables was examined to show that there were statistically significant difference in measurement, age, total number of training and types of activities between two groups. Conclusion/Implications: The results of this study have an implication, in that the study verified that infant play reflects and promotes child development and functions as a tool for developmental change, by illuminating effects of it child development.

• 한국벤처창업학회:학술대회논문집
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• 2018.11a
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• pp.201-213
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• 2018

This paper empirically analyzed whether or not professional college students' Protean career attitudes affect entrepreneurial intention through employability and entrepreneurship, and whether or not they have practical training experiences can make a difference in such influence. For this reason, a questionnaire survey was conducted on about 240 students at specialized universities in Seoul and the Gyeonggi province for one month beginning on June 1, 2018. Of the 220 collected questionnaires, 214 parts in total were selected for final analysis, except for the 6 parts of the answer sheet which were not sure if there was a missing value or not. The main findings are as follows. First, it has been confirmed that the professional career attitude of Protean has influenced employability and entrepreneurial intention, but has not directly influenced entrepreneurial intention. Secondly, it has been confirmed that the employability and entrepreneurship have have a positive influence on the entrepreneurial intention. Thirdly, it has been confirmed that employability and entrepreneurship play a role as a fully mediated role in the relationship between the attitude of the Protean career and the entrepreneurial intention. Fourthly, considering the characteristics of the vocational college, there is no difference in the influence of employability and entrepreneurship on the entrepreneurial intentions, but the influence of the protean career attitude on employability and entrepreneuriship was different depending on whether or not they had the practical training experiences. This study is to analyze the relationship between the protean career attitude and the entrepreneurial intention in the aspect of employment and entrepreneurial activation of young people.

• Journal of Internet Computing and Services
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• v.20 no.5
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• pp.87-94
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• 2019

In this paper, the method of analyzing the unformatted data of consumers accumulated on social networks in the era of the Fourth Industrial Revolution by utilizing data from the service design and social psychology aspects was proposed. First, the fandom phenomenon, which shows subjective and collective behavior in a space on a social network rather than physical space, was defined from a data service perspective. The fandom model has been transformed into a collective level of customer Persona that has been analyzed at a personal level in traditional service design, and social network analysis that analyzes consumers' big data has been presented as an efficient way to pattern and visually analyze it. Consumer data collected through social leasing were pre-processed by column based on correlation, stability, missing, and ID-ness. Based on the above data, the company's brand strategy was divided into active and passive interventions and the effect of this strategic attitude on the growth direction of the consumer's fandom community was analyzed. To this end, the fandom model of consumers was proposed by dividing it into four strategies that the brand strategy had: stand-alone, decentralized, integrated and centralized, and the fandom shape of consumers was proposed as a growth model analysis technique that analyzes changes over time.

• Journal of the Korea Convergence Society
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• v.12 no.1
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• pp.99-104
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• 2021

In this paper, we propose health risk management using feature extraction and cluster analysis considering time flow. The proposed method proceeds in three steps. The first is the pre-processing and feature extraction step. It collects user's lifelog using a wearable device, removes incomplete data, errors, noise, and contradictory data, and processes missing values. Then, for feature extraction, important variables are selected through principal component analysis, and data similar to the relationship between the data are classified through correlation coefficient and covariance. In order to analyze the features extracted from the lifelog, dynamic clustering is performed through the K-means algorithm in consideration of the passage of time. The new data is clustered through the similarity distance measurement method based on the increment of the sum of squared errors. Next is to extract information about the cluster by considering the passage of time. Therefore, using the health decision-making system through feature clusters, risks able to managed through factors such as physical characteristics, lifestyle habits, disease status, health care event occurrence risk, and predictability. The performance evaluation compares the proposed method using Precision, Recall, and F-measure with the fuzzy and kernel-based clustering. As a result of the evaluation, the proposed method is excellently evaluated. Therefore, through the proposed method, it is possible to accurately predict and appropriately manage the user's potential health risk by using the similarity with the patient.