• Title/Summary/Keyword: analyzing qualitative data

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A Study on the Development of Career Reading Program Applying Cross-curricular Learning Themes (범교과 학습주제를 적용한 진로독서 프로그램 개발에 관한 연구)

  • Song, Jiae
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.32 no.1
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    • pp.267-293
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    • 2021
  • This study is aimed at analyzing the achievement criteria of cross-curricular Learning themes that can be linked to curriculums, and developing and applying the career reading programs focusing on the school library. For these purposes, first, a class model was designed in connection with reading education programs through cross-curricular Learning themes of 2015 revised curriculum. Second, the career reading classes in the areas of self-understanding, career exploration and career design have been held through a career reading class model for 137 middle school students in 5 classes for one semester. Third, the data to evaluate the career reading for the analysis of the study was constructed, and the qualitative study was conducted through of anecdotal records, multilateral observation on checklists and the analysis of action research. Lastly but not least, the materials regarding the list of books focusing on the career reading storytelling and the career mentor in a type of interests were presented, and the career reading education activities at the school field were suggested.

Experience of Clinical Nurse's Bioethics Dilemma during the COVID-19 (코로나-19 상황 속 임상간호사의 생명윤리의식 딜레마 경험)

  • Je, Nam-Joo;Lee, Do-Young;Kwon, Mi-Gyeung;Yoo, Ji-Eun;Jo, A-Young
    • Journal of the Korea Convergence Society
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    • v.13 no.3
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    • pp.379-390
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    • 2022
  • The purpose of this study is to provide the basic data for improving the coping ability of clinical nurses by deeply analyzing and understanding the bioethics dilemma the clinical nurses experience in the COVID-19 pandemic. To understand the essence of bioethics dilemma the clinical nurses would experience in the COVID-19 pandemic, this study interviewed with a clinical nurse and then analyzed it by using Colaizzi (1978)'s phenomenological method. In the results of this study, total three theme clusters were drawn such as 'Agony to face a situation that violates the principle of respect for man's life and dignity', 'Frustration and confusion caused by the situation in which the principle of good deed and prohibition of evil deed cannot be kept', and 'Doubt about fulfilling and not fulfilling the principle of justice'. To improve the ability to cope with bioethics dilemma the clinical nurses experience in the pandemic situation based on the results of this study, it would be necessary to establish the education and policy for clinical nurses, and also to make efforts to improve the treatment of nurses.

A Study on the Perception of Crisis in Home Support Service for the Elderly (재가노인서비스 위기 인식에 관한 연구)

  • Lim, Byung-Woo
    • Journal of Industrial Convergence
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    • v.19 no.6
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    • pp.165-175
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    • 2021
  • The purpose of this study was to identify the crisis perception of the existence on home support service for older people and to make policy and practical suggestions for the workers who provide the on home support service for older people. For data collection, in-depth interviews were conducted by sampling four voluntary participants recommended by the Korea Association of Community Care For The Elderly 00city in the metropolitan area. As a result of the analysis, the main crisis-related factors of the home support service center for older people were found to be three: psychological, policy, and role. First, in terms of policy, not only could they not actively accept policy changes, but there were limits to their efforts for change. Second, in the psychological aspect, identity confusion and negative perception in the community. Third, in terms of roles, there was a disappointment in the active roles and support of institutions, corporations, and associations.

A study on the space and requirements of evaluation and certification criteria for psychiatric institutions (정신의료기관 평가와 인증 기준의 공간 및 요구사항 연구)

  • Lee, Eun Jin;Lee, Seung Ji
    • Journal of The Korea Institute of Healthcare Architecture
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    • v.28 no.1
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    • pp.31-39
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    • 2022
  • Purpose: The study aimed to extract the space mentioned in the criteria for evaluation and certification of psychiatric institutions in which the most specific standards for medical services of psychiatric institutions are prepared, and to organize and analyze the requirements. Method: The implied space is derived by analyzing the evaluation and certification criteria. The derived space is re-classified by departments of the hospital, and the requirements are organized and analyzed. Results: First, a total of 41 spaces were derived. The derived spaces can be considered as spaces to be treated as important in psychiatric institutions. Second, as a result of reclassifying the derived space by department, 10 spaced for the hospital as a whole, 10 for wards, 12 for central/outpatient departments, 5 for pharmaceutical departments, 2 for catering facilities, and 2 for facilities. Third, if organized by psychiatric institution, there is a total of 40 spaces for psychiatric hospitals according to certification criteria, and according to evaluation criteria, there is 38 spaces for psychiatric hospitals and departments and 19 spaces for the clinics. The difference between the certification and evaluation criteria of psychiatric hospitals is insignificant. In order to promote the qualitative improvement of psychiatric institutions, it is necessary to gradually strengthen from the certification criteria. Fourth, the requirements reflecting the characteristics of a psychiatric institution were very limited to emergency exits and treatment rooms. It is necessary to prepare the space requirements for other rooms in consideration of the behavior of the mentally ill. Implications: The derived spaces and requirements can serve as practical reference materials for practitioners preparing to receive certification and evaluation of psychiatric institutions. In addition, it has meaning as a basic data for estimating the level of space and requirements of psychiatric institutions that are currently required in Korea.

University Students' Life Experiences in (Non-)face-to-face Education Situations due to COVID-19 (코로나19로 인한 대학생의 (비)대면 교육 상황 속 생활경험)

  • Youngmi An;Youngran An
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.1
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    • pp.223-238
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    • 2023
  • This research presents the actual situation analysis and suggestions for the changes, experiences, and process of adaptation that college students have experienced throughout their studies and life over the past two years and more. In-depth interviews were conducted with university students, who are educational objects, and qualitative analysis methods were used to explore the overall living experiences under the pandemic situation. The interview questions were composed to cover classes, life, and emotional experiences after COVID-19, and the result of analyzing the responses boiled down to four super-categories of 'adaptation process to a new system, daily incontinence, struggle for health, and longing for connection.' This study is significant in that it analyzed the experiences and intimate changes of individual college students in unexpected and challenging situations, and urged the myriad aspects that universities, society, and the government should illuminate and respond to.

The Qualitative study about parent's in law of multiculture family - Hermeneutical grounded theory methology - (다문화 가족 시부모들에 대한 연구 -해석학적 근거이론 방법 접근-)

  • Kim, Young Sook;Lee, Keun Moo
    • Korean Journal of Social Welfare Studies
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    • v.42 no.2
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    • pp.41-70
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    • 2011
  • This research is to study the interaction of multiculture parents in law between. daughter in law. We approached hermeneutical grounded theory and six of multiculture family's parent's in law participated this research. Data were collected by the depth interview and various written records and we could construct 9 hermeutical theme by analyzing and categorizing 83 meaning units, 22 categories. We descripted the process of acculturation between parent's in law and daughter in law. The result as follows : ① sticking self dimensions → ② strategic acceptomce → ③ making shade of co-existence → ④ self dismantling and reconstruction. Finally we proposed the 「joint program of parent's in law and daughter in law for reinforcing culture unpetence」.

Analyzing Issues on Environment-Friendly Agriculture Using Topic Modeling and Network Analysis (토픽모델링과 네트워크분석을 활용한 친환경농업 이슈분석에 관한 연구)

  • Shin, Ye-Eun;Shin, Eun-Seo;Kim, Sang-Bum;Choi, Jin-Ah;Kim, Myunghyun;Han, Seokjun;An, Kyungjin
    • Journal of Korean Society of Rural Planning
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    • v.29 no.4
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    • pp.35-53
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    • 2023
  • This study attempts to identify the flow of key topics and issues of research trends related to environment-friendly agriculture conducted around the 2000s in South Korea and compare them with the environment-friendly agriculture promotion plan to seek the level of consistency and the direction of future development of environment-friendly agriculture. For the analysis of environment-friendly agriculture research trends and policy consistency, 'topic modeling', which is suitable for subject classification of large amounts of unstructured data, and 'text network analysis', which visualizes the relationship between keywords as a network and interprets its characteristics, were utilized. Overall, active discussions were held on 'technical discussions for the production and cultivation of environment-friendly agricultural products' and 'food safety & consumer awareness', and keywords such as production, cultivation, consumption, and safety were consistently linked to other keywords regardless of time. In addition, it was found that the issue of environment-friendly agriculture was partially consistent with the policy direction of the period. Considering the fact that the ongoing '5th Environment-Friendly Agriculture Promotion Phase' emphasizes the strengthening of rural environment management and aims to ensure the continuous quantitative and qualitative development of environment-friendly agriculture, active discussions and research on its environmental contributions and management methods are needed.

A Study on Weight Analysis of Environmental Resources in Jeju Special Self-Governing Province through Expert Survey (전문가 설문을 통한 제주특별자치도 환경자원 가중치 분석에 관한 연구)

  • Jung-Young Seo
    • Journal of Environmental Science International
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    • v.32 no.11
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    • pp.767-775
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    • 2023
  • This study was conducted to lay the foundation for considering the qualitative aspects of environmental resources by calculating the weight of each environmental resource to calculate the total amount of environmental resources in Jeju. By comparing and analyzing the results of the expert survey conducted in 2011 and the results of the expert survey conducted in 2011 and 2022, changes in experts' perceptions and implications over time were derived. In addition, based on the results of the recent survey, the weight according to the relative importance was calculated to lay the foundation for calculating the total amount of environmental resources in Jeju. The results of this study are expected to provide basic data necessary for the successful institutionalization of the total environmental resource system by providing a scientific basis for the calculation of the total environmental resource. As a result of comparing the survey conducted in 2011 to the survey conducted in 2022 to establish a total environmental resource management plan in Jeju Special Self-Governing Province, there was a difference in the relative importance of the environmental resource category. Although the ranking between categories did not change, it was confirmed that the relative importance of the natural and local resource environment decreased and the relative importance of the living environment field increased significantly. Over time, the importance of plants and wildlife increased, the importance of landscapes and topographic geology decreased, the importance of wetlands and caves increased, and the importance of Gotjawal, natural monuments, and cultural history decreased. In the living environment category, the importance of water pollution increased significantly, and in the humanities and social environment category, the importance of population increased and the importance of industry decreased. It is judged that most changes in item importance are largely influenced by changes in the background of the times and overall perception. It was confirmed that the importance of plants, wildlife, wetlands, and caves with relatively high awareness and the importance of water pollution, which is emerging as a regional problem, have all increased significantly due to structural problems of population age.

Analysis of the Landscape Characteristics of Island Tourist Site Using Big Data - Based on Bakji and Banwol-do, Shinan-gun - (빅데이터를 활용한 섬 관광지의 경관 특성 분석 - 신안군 박지·반월도를 대상으로 -)

  • Do, Jee-Yoon;Suh, Joo-Hwan
    • Journal of the Korean Institute of Landscape Architecture
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    • v.49 no.2
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    • pp.61-73
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    • 2021
  • This study aimed to identify the landscape perception and landscape characteristics of users by utilizing SNS data generated by their experiences. Therefore, how to recognize the main places and scenery appearing on the island, and what are the characteristics of the main scenery were analyzed using online text data and photo data. Text data are text mining and network structural analysis, while photographic data are landscape identification models and color analysis. As a result of the study, First, as a result of frequency analysis of Bakji·Banwol-do topics, we were able to derive keywords for local landscapes such as 'Purple Bridge', 'Doori Village', and location, behavior, and landscape images by analyzing them simultaneously. Second, the network structure analysis showed that the connection between key and undrawn keywords could be more specifically analyzed, indicating that creating landscapes using colors is affecting regional activation. Third, after analyzing the landscape identification model, it was found that artificial elements would be excluded to create preferred landscapes using the main targets of "Purple Bridge" and "Doori Village", and that it would be effective to set a view point of the sea and sky. Fourth, Bakji·Banwol-do were the first islands to be created under the theme of color, and the colors used in artificial facilities were similar to the surrounding environment, and were harmonized with contrasting lighting and saturation values. This study used online data uploaded directly by visitors in the landscape field to identify users' perceptions and objects of the landscape. Furthermore, the use of both text and photographic data to identify landscape recognition and characteristics is significant in that they can specifically identify which landscape and resources they prefer and perceive. In addition, the use of quantitative big data analysis and qualitative landscape identification models in identifying visitors' perceptions of local landscapes will help them understand the landscape more specifically through discussions based on results.

Recommender Systems using Structural Hole and Collaborative Filtering (구조적 공백과 협업필터링을 이용한 추천시스템)

  • Kim, Mingun;Kim, Kyoung-Jae
    • Journal of Intelligence and Information Systems
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    • v.20 no.4
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    • pp.107-120
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    • 2014
  • This study proposes a novel recommender system using the structural hole analysis to reflect qualitative and emotional information in recommendation process. Although collaborative filtering (CF) is known as the most popular recommendation algorithm, it has some limitations including scalability and sparsity problems. The scalability problem arises when the volume of users and items become quite large. It means that CF cannot scale up due to large computation time for finding neighbors from the user-item matrix as the number of users and items increases in real-world e-commerce sites. Sparsity is a common problem of most recommender systems due to the fact that users generally evaluate only a small portion of the whole items. In addition, the cold-start problem is the special case of the sparsity problem when users or items newly added to the system with no ratings at all. When the user's preference evaluation data is sparse, two users or items are unlikely to have common ratings, and finally, CF will predict ratings using a very limited number of similar users. Moreover, it may produces biased recommendations because similarity weights may be estimated using only a small portion of rating data. In this study, we suggest a novel limitation of the conventional CF. The limitation is that CF does not consider qualitative and emotional information about users in the recommendation process because it only utilizes user's preference scores of the user-item matrix. To address this novel limitation, this study proposes cluster-indexing CF model with the structural hole analysis for recommendations. In general, the structural hole means a location which connects two separate actors without any redundant connections in the network. The actor who occupies the structural hole can easily access to non-redundant, various and fresh information. Therefore, the actor who occupies the structural hole may be a important person in the focal network and he or she may be the representative person in the focal subgroup in the network. Thus, his or her characteristics may represent the general characteristics of the users in the focal subgroup. In this sense, we can distinguish friends and strangers of the focal user utilizing the structural hole analysis. This study uses the structural hole analysis to select structural holes in subgroups as an initial seeds for a cluster analysis. First, we gather data about users' preference ratings for items and their social network information. For gathering research data, we develop a data collection system. Then, we perform structural hole analysis and find structural holes of social network. Next, we use these structural holes as cluster centroids for the clustering algorithm. Finally, this study makes recommendations using CF within user's cluster, and compare the recommendation performances of comparative models. For implementing experiments of the proposed model, we composite the experimental results from two experiments. The first experiment is the structural hole analysis. For the first one, this study employs a software package for the analysis of social network data - UCINET version 6. The second one is for performing modified clustering, and CF using the result of the cluster analysis. We develop an experimental system using VBA (Visual Basic for Application) of Microsoft Excel 2007 for the second one. This study designs to analyzing clustering based on a novel similarity measure - Pearson correlation between user preference rating vectors for the modified clustering experiment. In addition, this study uses 'all-but-one' approach for the CF experiment. In order to validate the effectiveness of our proposed model, we apply three comparative types of CF models to the same dataset. The experimental results show that the proposed model outperforms the other comparative models. In especial, the proposed model significantly performs better than two comparative modes with the cluster analysis from the statistical significance test. However, the difference between the proposed model and the naive model does not have statistical significance.