• Title/Summary/Keyword: Hierarchical data

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A Study of the Effect of the Factors of Successful Aging on the Life Satisfaction of Older Adults - Focusing on the Relationship with Adult Children - (노인의 성공적 노화 요소의 삶의 만족도 영향 연구: 성인자녀와의 관계를 중심으로)

  • Kim, Meeryoung
    • Korean Journal of Family Social Work
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    • no.57
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    • pp.159-182
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    • 2017
  • With using the 4th and 5th wave of KLoSA(Korean Longitudinal Study of Aging), this study analyzed the effect of the factors of Rowe and Kahn's successful aging model on the life satisfaction of older adults. The target population of this study was 1,385 who is older than 65. As data analysis, hierarchical multiple regression was used. The variables such as demographics, avoiding diseases and disability, high cognitive and physical function and engagement with life, relationship with adult children were entered hierarchically for the regression analysis. Since there are differences of longevity by gender, the difference of factors of successful aging were compared by marital status. In this study (besides Rowe and Kahn's successful aging model such as avoiding disease and disability, high cognitive and physical function, and engagement with life), the relationships with adult children were analyzed additionally. Findings show that married older adults were older and reside with their adult children twice more than those who do not have a spouse. According to research results, regular exercise and memory skills were important factors of affecting life satisfaction. Among the categories of active engagement, meeting with friends, relatives and neighbors were significant. Contact with their adult children by mail or phone were the most important factors affecting the older adults' life satisfaction. The three parts of successful aging were various depending on the operationalization of variables.

The Moderating Effect of Protective Factors in the Relationship between Impulsivity and Suicide Behavior in Elementary School Students (초등학생의 충동성과 자살행동의 관계에서 보호요인의 조절효과: 고학년을 중심으로)

  • Kim, Hyun-Jung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.2
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    • pp.122-129
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    • 2019
  • This study was to investigate the moderating effect of the protective factors in the relationship between impulsivity and suicide behavior of elementary school students. This study surveyed total 573 elementary school students located in Seoul. They completed survey questionnaires of impulsivity, suicide behavior and protective factors. Collected data was examined using correlation analyses and hierarchical multiple regression analyses. First, a total of 29(5.1%) students reported suicide plan, 17(3.0%) students reported suicide attempts and the rate of suicide behavior was 7.1%(n=41). Second, there was a negative relationship between impulsivity and protective factors and a positive relationship between impulsivity and suicide behavior. Also, it was found that the protective factors(individual factor, family factor, peer factor, school factor) moderated the relationship between impulsivity and suicide behavior of elementary school students. The implications and limitations of this study were discussed.

Influence of Smartphone usage Types and Excessive Expectation for Smartphone on Adolescents' Smartphone Overdependence (스마트폰 사용유형과 스마트폰에 대한 과도한 기대가 청소년의 스마트폰 과의존에 미치는 영향)

  • Bae, Sung-Man
    • Informatization Policy
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    • v.25 no.4
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    • pp.65-83
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    • 2018
  • This study examined the effects of smartphone usage types and excessive expectation for smartphone on adolescents' smartphone overdependence. It utilized the data of 3,454 adolescents (1,758 males and 1,696 females), aged between 13 and 19 from a smartphone overdependence survey of the National Information Society Agency. As a result of the hierarchical multiple regression analysis, age and household income had a negative effect on smartphone overdependence. Weekly smartphone usage time positively affected the serious consequences (sub-factor of smartphone overdependence). Among the different types of smartphone usage, information seeking, SNS, gaming, and the excessive expectation for smartphones had positive impact on smartphone overdependence. Smartphone usage for leisure seeking did not affect smartphone overdependence, but it negatively influenced serious consequences. Messenger use did not affect smartphone overdependence, but the use had a positive effect on salience, and a negative effect on serious consequences. The results of this study suggest that it is necessary to identify the types of smartphone use as well as the usage time to understand the smartphone dependence of adolescents. In addition, it seems necessary to recognize and correct the irrational excessive expectation for smartphone in order to prevent dependence and implement effective interventions.

Modularization of Automotive Product Architecture: Evidence from Passenger Car (자동차 아키텍처의 모듈화: 승용차 사례를 중심으로)

  • Kwak, Kiho
    • Journal of Technology Innovation
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    • v.27 no.2
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    • pp.37-71
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    • 2019
  • How has the passenger car's architecture evolved? In the meantime, the discussions on the car architecture have been mixed, i.e., integral, modular, and the coexistence of two types. Therefore, in this study, we aim to develop two indices can measure the degree of modularization of passenger car and its all modules using global trade data. By applying the indices to the framework of architecture positioning that reflects the hierarchical structure of a product, we examined that the degree of modularization of the passenger car architecture has been enhanced. Meanwhile, the degree of modularization differs across the modules that make up the car. Specifically, we observed the higher degree of modularization in front-end, cockpit and seat modules. Whereas, we found that body module had a relatively low degree of modularization. In particular, we observed that the platform of passenger car has notably modularized due to carmakers' efforts to achieve model diversification and reduction of cost and period in new product development at the same time. Interestingly, we showed that three modules, i.e., engine, chassis (relatively less modularized), and transmission (relatively highly modularized), had a different level of modularization, even if they commonly make up the platform. We contribute to the suggestion for analytical approaches that examine the degree of modularization and its progress longitudinally. In addition, we propose the necessity of decomposition of a system into elements in a study of product architecture, considering the possibly distinctive progress of modularization across the elements.

The Effect of Childcare Teacher's Happiness and Self-Leadership on Respect for Young Children's Rights (보육교사의 행복감과 셀프리더십이 유아권리존중에 미치는 영향)

  • Ahn, Sun Shin;Yoon, Hyun Suk
    • Korean Journal of Child Education & Care
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    • v.19 no.2
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    • pp.71-84
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    • 2019
  • Objective: This study examined the how childcare teachers' happiness and self-leadership influences on respect for young children's rights. Methods: For this purpose, 350 childcare teachers in G city were surveyed. Data of 291 copies as final research subjects were analyzed through one-way ANOVA and hierarchical regression analysis. Results: First, external and self-regulating happiness sub-factors of happiness, differed according to the academic background. Behavioral and cognitive strategies, the sub-factors of self-leadership, differed according to the academic background and career. The right to life, right to protection, development rights, and participation rights, which are sub-factors of respect for young children's rights, differed according to the academic background and career, and the development rights differed depending on the type of childcare center. Second, there was a significant positive correlation among the happiness, self-leadership and respect for young children's rights. Third, the happiness and self-leadership of childcare teachers have a significant effect on the respect of young children's rights. Conclusion/Implications: This study is to confirm the necessity of efforts for institutional and educational measures to promote the happiness and self-leadership of childcare teachers as part of efforts to raise childcare teachers who are highly aware of the need to respect young children's rights.

A Convergence Study on Awareness of Pediatric Nurses and Nursing Prospects among Nursing Students after Pediatric Clinical Practicum (간호대학생의 아동간호학 실습 후 아동간호사와 간호직전망 인식에 대한 융합적 연구)

  • Jung, In-Sook
    • Journal of Convergence for Information Technology
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    • v.9 no.6
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    • pp.26-34
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    • 2019
  • This descriptive convergence research is to get basic data for educational program by investigating awareness on pediatric nurses and nursing prospects after pediatric clinical practicum among 143 junior nursing students. Using SPSS/Win 21.0, t-test, ANOVA, Pearson correlation coefficient and stepwise multiple regression were carried out. The awareness of subjects on pediatric nurses was $4.09{\pm}0.61$ on a scale of 5, which was higher than the traditional and social ones, and nursing prospects' was $3.31{\pm}0.65$ on a scale of 5. There're significant differences partially in awareness on pediatric nurses according to sex, age, satisfaction in nursing and practium hospitals. Awareness on nursing prospects of those who had average satisfaction in nursing was higher than others(p<.002). There was a positive correlation between subvaribles of awareness on pediatric nurses and nursing prospects(r=.287~.510, p<.01), Traditional and social awareness were the significant factors on nursing prospects in hierarchical multiple regression, and the explannation rate was 29.2%(p<.001). It's needed to raise awareness on nursing prospects by improving traditional and social awareness on pediatric nurses.

The Moderating Effect of Mothers' Play Support Beliefs on the Relation Between Mothers' Insecure Attachment and Children's Playfulness (어머니의 불안정 애착성과 유아의 놀이성 간의 관계에 대한 어머니의 놀이중심지지 신념의 조절효과)

  • Chae, Min Kyung;Jahng, Kyung Eun
    • Korean Journal of Child Education & Care
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    • v.19 no.1
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    • pp.59-73
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    • 2019
  • Objective: The purpose of this study was to investigate the moderating effect of mothers' play support beliefs on the relation between mothers' insecure attachment and children's playfulness. Methods: The research participants of this study include 254 children aged 3 to 5, who attended kindergartens and day care centers located in Seoul, Gyeonggi and Chung-cheong, and their 254 mothers. For data analyses, descriptive statistics, Pearson's correlation and hierarchical multiple regression were conducted using SPSS 23.0 program. Results: First, there was negative association between mothers' insecure attachment and play support beliefs. Social spontaneity and expression of joy were negatively related to mothers' insecure attachment. However, mothers' play support beliefs showed positive associations with children's playfulness, particularly including children's physical spontaneity and expression of joy. In addition, mothers' play support beliefs moderated the relation between mothers' insecure attachment and children's expression of joy. However, the beliefs did not moderate the relation between mothers' insecure attachment and other playfulness traits. Conclusion/Implications: The findings of the present study indicate that mothers' understanding of the importance of play may buffer the adverse effect of mothers' insecure attachment on children's capabilities of expressing their sense of pleasure.

Design and Implementation of Information Retrieval System Based on Ontology Using Semantic Web (시맨틱 웹을 이용한 온톨로지 기반의 정보검색 시스템 설계 및 구현)

  • Seo, Woo-Jin;Rhyu, Kyeong-Taek
    • Journal of Digital Convergence
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    • v.17 no.1
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    • pp.209-217
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    • 2019
  • In this paper, the purpose of this paper is to lay the foundation for the search system by using and building an online search engine suitable for the search domain and enabling search, conversion, integration and sharing of information. It is to use the ontology to infer hierarchical relationships, deduce objects based on that layer, and extract attributes to search areas that are relevant to the data that the user wants. In order to search for information in this way, the information search system was implemented by entering key words related to 'qualifications'. The implemented system arranged the meaning and relationship of each attribute online so that the general public can search information quickly, easily, and accurately. In addition, the implementation results were compared with two different search engines. Comparable search engines are Naver and Daum, the two major search engines. The search engine of this study, which was built using an ontology suitable for the search domain to perform searches using the semantic web, was evaluated to have excellent results. However, it is thought that a more formalized online location is necessary to increase the accuracy and reliability of search engines and to include more comprehensive categories of search terms.

A Study on the Use of Grid-based Spatial Information for Response to Typhoons (태풍대응을 위한 격자 기반 공간정보 활용방안 연구)

  • Hwang, Byungju;Lee, Junwoo;Kim, Dongeun;Kim, Jangwook
    • Journal of the Society of Disaster Information
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    • v.17 no.1
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    • pp.25-38
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    • 2021
  • Purpose: To reduce the damage caused by continuously occurring typhoons, we proposed a standardized grid so that it could be actively utilized in the prevention and preparation stage of typhoon response. We established grid-based convergence information on the typhoon risk area so that we showed the effectiveness of information used in disaster response. Method: To generate convergent information on typhoon hazard areas that can be useful in responding to typhoon situation, we used various types of data such as vector and raster to establish typhoon hazard area small grid-based information. A standardized grid model was applied for compatibility with already produced information and for compatibility of grid information generated by each local government. Result: By applying the grid system of National branch license plates, a grid of typhoon risk areas in Seoul was constructed that can be usefully used when responding to typhoon situations. The grid system of National branch license plates defines the grid size of a multi-dimensional hierarchical structure. And a grid of typhoon risk areas in Seoul was constructed using grids of 100m and 1,000m. Conclusion: Using real-time 5km resolution grid based weather information provided by Korea Meteorological Administration, in the future, it is possible to derive near-future typhoon hazard areas according to typhoon travel route prediction. In addition, the national branch number grid system can be expanded to global grid systems for global response to various disasters.

Moderating Effects of Mindfulness between Stress and School-life Satisfaction among Female College Students (여자대학생의 스트레스와 학교생활 만족도의 관계에서 마음챙김의 조절효과)

  • Kim, Jae-Hee;Park, Kwang-Hi
    • Journal of the Korean Applied Science and Technology
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    • v.37 no.6
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    • pp.1779-1789
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    • 2020
  • This study aimed to determine if mindfulness interacted with stress and relieved the negative effect of stress on school life satisfaction among female college students. Research was conducted among 550 female students at four colleges in the capital area and Chungcheong-do and the data were collected in May 2019. ANOVA was carried out for the variation of the dependent variables based on the subjects' general characteristics. The hierarchical regression analysis was performed for the moderating effect of mindfulness. Stress and interpersonal relationship-related stress differed by school year, subjective economic status, and subjective health status. Mindfulness differed by subjective economic status and subjective health status. School life satisfaction differed by school year, subjective economic status, and subjective health status. Mindfulness had moderating effect on the association between stress and school life satisfaction, as well as on the association between interpersonal relationship-related stress and school life satisfaction. In conclusion, efforts should be made to relieve stress regarding the level mindfulness, with the objective of making female college students more satisfied with their school life. These efforts are expected to be more effective by grouping the subjects, taking into account such characteristics as school year, economic status, and health status.