• Title/Summary/Keyword: Mixed methods study

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Comparison of the Meaning of Life between Older School-age Children and Their Parents: A Mixed-methods Analysis (학령기 후기 아동의 삶의 의미에 대한 아동과 부모의 인식 비교: 혼합적 연구 방법 적용)

  • Lim, Young Sook
    • Child Health Nursing Research
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    • v.26 no.2
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    • pp.140-153
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    • 2020
  • Purpose: This mixed-methods study was conducted to compare and analyze the perceptions of children and their parents regarding the meaning of the children's life. Methods: First, children's and parents' perceptions of the meaning of life were analyzed using a quantitative approach, and the cognitive differences between children and parents were then confirmed through a qualitative approach. We integrated the collected data comprehensively. Results: Ten significant differences (awareness of strong points, recognizing oneself as a precious being, relationships with friends, happy memories, liking people, experiencing difficulty, dreams and goals, experiencing love, appreciating life, helping people who are poorer than me) were identified between children and parents. The results of the content analysis of the qualitative data were divided into two variables: children's experiences of the meaning of life (78 significant statements, 32 sub-themes, and 10 themes) and parents' perceptions of the meaning of life of their children (89 significant statements, 36 sub-themes, and 10 themes). Conclusion: Based on these results, we propose developing meaning-centered intervention programs for children and parents and applying them for educational purposes. By doing so, we expect that meaning-centered education for elementary school students will become more active.

Study on Fault Diagnostics Considering Sensor Noise and Bias of Mixed Flow Type 2-Spool Turbofan Engine using Non-Linear Gas Path Analysis Method and Genetic Algorithms (혼합배기가스형 2 스풀 터보팬 엔진의 가스경로 기법과 유전자 알고리즘 이용한 센서 노이즈 및 바이어스를 고려한 고장진단 연구)

  • Kong, Changduk;Kang, Myoungcheol;Park, Gwanglim
    • Journal of Aerospace System Engineering
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    • v.7 no.1
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    • pp.8-18
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    • 2013
  • Recently, the advanced condition monitoring methods such as the model-based method and the artificial intelligent method have been applied to maximize the availability as well as to minimize the maintenance cost of the aircraft gas turbines. Among them the non-linear GPA(Gas Path Analysis) method and the GA(Genetic Algorithms) have lots of advantages to diagnose the engines compared to other advanced condition monitoring methods such as the linear GPA, fuzzy logic and neural networks. Therefore this work applies both the non-linear GPA and the GA to diagnose AE3007 turbofan engine for an aircraft, and in case of having sensor noise and bias it is confirmed that the GA is better than the GPA through the comparison of two methods.

Infant-rearing experiences of parents during the COVID-19 pandemic in South Korea: a mixed-methods approach

  • In-Hye Song;Kyung-Ah Kang
    • Child Health Nursing Research
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    • v.30 no.1
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    • pp.31-44
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    • 2024
  • Purpose: This study aimed to identify the infant-rearing experiences of parents during the coronavirus disease 2019 (COVID-19) pandemic and provide foundational data for the development of infant-rearing support programs during pandemic situations. Methods: Convergent mixed methods were used to better understand the research outcomes by converging both quantitative and qualitative data. A total of 149 parents with infant-rearing experiences during the pandemic responded to a self-report survey, and 10 parents participated in the interviews. Data were analyzed using Colaizzi's method, descriptive statistics, t-test, one-way analysis of variance, the Scheffé test, Pearson correlation coefficients, and hierarchical regression. Results: Analysis of qualitative data yielded the following three categories: five theme clusters, ten themes, and thirty-nine subthemes. The factors influencing infant-rearing behavior were nuclear family (β=.34, p<.001) and rearing stress (β=-.39, p<.001). The explanatory power of the regression equation was 26.6%. Conclusion: Infectious disease disasters, such as the COVID-19 pandemic, can quickly alter infant-rearing conditions, causing heightened parental anxiety. This may affect infant-rearing behaviors and hinder healthy infant development. Future research should develop a comprehensive tool to measure holistic health-related parenting behaviors across the different stages of child development. Additionally, pediatric nurse practitioners can play an active role in educating parents, supporting parenting, and promoting healthy infant development in their communities, making pediatric nurse practitioners a highly relevant and necessary healthcare profession during infectious disease disasters. Thus, there is a need to improve institutions and build infrastructure at the national level to support them.

Statistical micro matching using a multinomial logistic regression model for categorical data

  • Kim, Kangmin;Park, Mingue
    • Communications for Statistical Applications and Methods
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    • v.26 no.5
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    • pp.507-517
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    • 2019
  • Statistical matching is a method of combining multiple sources of data that are extracted or surveyed from the same population. It can be used in situation when variables of interest are not jointly observed. It is a low-cost way to expect high-effects in terms of being able to create synthetic data using existing sources. In this paper, we propose the several statistical micro matching methods using a multinomial logistic regression model when all variables of interest are categorical or categorized ones, which is common in sample survey. Under conditional independence assumption (CIA), a mixed statistical matching method, which is useful when auxiliary information is not available, is proposed. We also propose a statistical matching method with auxiliary information that reduces the bias of the conventional matching methods suggested under CIA. Through a simulation study, proposed micro matching methods and conventional ones are compared. Simulation study shows that suggested matching methods outperform the existing ones especially when CIA does not hold.

Performance and Satisfaction of Online and Non-face-to-face Mixed Classes (온라인 수업과 비대면 혼합수업의 성과와 만족도)

  • Sun Young Park
    • Advanced Industrial SCIence
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    • v.2 no.1
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    • pp.39-44
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    • 2023
  • The purpose of this study is to compare the performance and satisfaction of online classes and non-face-to-face mixed classes at universities during the COVID-19 pandemic. This study was conductedtargeted fourth-grade students taking adult nursing lectures at the Department of Nursing at one university. Class performance and class satisfaction were compared between students who participated in the non-face-to-face class and participated in the non-face-to-face mixed class. class performance, students' average scores out of 100 on the final exams were compared. Class satisfaction compared the average score of questionnaire on class satisfaction Class performance was high in online classes, Class satisfaction was higher in mixed classes than in non-face-to-face classes. In the future, it will be necessary to develop and operate various educational methods for university education in the post-COVID-19 era.

CYTOTOXIC EFFECT OF RETROGRADE FILLING MATERIALS INCLUDING GLASS IONMER CEMENT ACCORDING TO CELL LINES AND ASSAY METHODS (광중합형 glass ionomer cement를 포함한 수종 역충전재의 세포주와 검사법에 따른 독성 효과)

  • Im, Mi-Kyung;Koo, Dae-Hoi
    • Restorative Dentistry and Endodontics
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    • v.21 no.1
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    • pp.403-424
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    • 1996
  • Cell culture methods have been used to assess the cytotoxicity of dental materials. Different paramaters are used to monitor cytotoxic effects. But it is difficult to compare each investigator's results with different methods. The objective of this study was to investigate cytotoxic effect of several retrograde filling materials according to cell lines and assay methods. Cytotoxicity of Bestalloy (Dogmyung, Korea), Prisma APH(Densply International Inc., U.S.A.), Clearfil FII (Kuraray Co., Japan), Fuji II (GC Co., Japan), Fuji II LC (GC Co., Japan) and IRM (Densply Co., U.S.A.) on L929, 3T3 and KB permanent cell lines was measured. Radiochromium, Lactate dehydrogenase (LDH) release method and colorimetric assays, namely neutral red (NR) and MTT were used. Each material was mixed according to the manufacturer's instruction. They were tested as solid and extracted state. Cell culture media were added to each mixed or solid materials then the solution was collected and used as extract solutions. Solid Fuji II showed mild cytotoxicity on three cell lines using radiochromium release method. There was no difference in cytotoxicity of extract solution group using radiochromium release method. In colorimetric assay immediate Fuji II group and all the IRM groups showed severe cytotoxic effect. Difference in cyctotoxicity was due to rather kinds of cell lines than assay methods. Solid Fuji II and IRM showed mild cytotoxicity on three cell lines. But extract solutions had different cytotoxic effect according to cell lines using LDH release assay. Light-cured glass ionomer had mild to moderate degree of cytotoxicity on three cell lines. Cytotoxicity was affected by specimen prepaton. Susceptibility of each cell ines were also affected by assay emthods. It was suggested that cytotoxicity study using only one cell line and/or assay method might not accurately reflect the real toxic nature of dental biomaterials.

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Experimental Study on Setting Time of Cement Paste Mixed Accelerating Admixtures (급결제를 혼합한 시멘트페이스트의 응결시간에 관한 실험적 연구)

  • Heo Gweon;Choi Hong-Shik;Yi Seong-Tae
    • Journal of the Korea Concrete Institute
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    • v.17 no.6 s.90
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    • pp.879-884
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    • 2005
  • The setting time is a very important factor affecting the quality of tunnel lining and reinforcement of inclined slope etc. Currently, however, the quality criteria of accelerating admixture to improve it is not established well. In this study, evaluation on setting time measuring methods of cement mixed a accelerating admixture (AA) was performed using Gillmore and Vicat needle test methods. For both test methods, the setting time for addition at a time was better than post addition regardless of initial setting and final setting. For Gillmore needle test method, two types of measuring methods were selected and it is noted that setting time with cement type under the same accelerating admixture can be different. Accordingly, manufacturing company shall develop a less sensitive accelerating admixture to cement type. For Vicat needle test method, six types of measuring methods were used and a proper measuring method of the admixture were proposed as follows: (1) the temperature of materials used shall be controlled exactly and (2) to evaluate its properties, an admixture usage of $5\%$ (ratio of cement weight) is recommended.

News Topic Extraction based on Word Similarity (단어 유사도를 이용한 뉴스 토픽 추출)

  • Jin, Dongxu;Lee, Soowon
    • Journal of KIISE
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    • v.44 no.11
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    • pp.1138-1148
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    • 2017
  • Topic extraction is a technology that automatically extracts a set of topics from a set of documents, and this has been a major research topic in the area of natural language processing. Representative topic extraction methods include Latent Dirichlet Allocation (LDA) and word clustering-based methods. However, there are problems with these methods, such as repeated topics and mixed topics. The problem of repeated topics is one in which a specific topic is extracted as several topics, while the problem of mixed topic is one in which several topics are mixed in a single extracted topic. To solve these problems, this study proposes a method to extract topics using an LDA that is robust against the problem of repeated topic, going through the steps of separating and merging the topics using the similarity between words to correct the extracted topics. As a result of the experiment, the proposed method showed better performance than the conventional LDA method.

A Study on Efficiency of Mixed Model (BTO+BTL) for Public-Private Partnership Projects (민간투자사업 혼합방식(BTO+BTL)의 효율성에 관한 연구)

  • Kim, Do-Il;Jin, Run-Zhi;Hyun, Chang-Taek
    • Korean Journal of Construction Engineering and Management
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    • v.13 no.5
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    • pp.53-63
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    • 2012
  • Korean Public-Private Partnership, mainly implemented using BTO (Build-Transfer-Operate) and BTL (Build-Transfer-Lease) methods, has contributed in increasing benefits of the people by providing the needed public services in a timely and efficient manner. It has also induced flexible national fiscal management. However, in addition to the repeal of the Minimum Revenue Guarantee (MRG) program in 2009, changes in business environment including recent financial crisis aggravated financial situation in pursing PPPs, resulting in significant contraction of BTO projects. Therefore, the new methods are to be suggested and applied to overcome this situation. This paper seeks to find ways to apply "Mixed Model," characterized as the compound of BTO and BTL, two different implementation methods of PPPs, as an enhanced burden-sharing mechanism.

Effects of Flipped Learning on the Critical Thinking Disposition, Academic Achievement and Academic Self-efficacy of Nursing Students: A Mixed Methods Study (플립러닝이 간호학생의 비판적 사고성향, 학업성취도 및 학업적 자기효능감에 미치는 효과: 혼합연구 설계 적용)

  • Cha, Ju Ae;Kim, Jin Hee
    • The Journal of Korean Academic Society of Nursing Education
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    • v.26 no.1
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    • pp.25-35
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    • 2020
  • Purpose: The purpose of this study was to investigate the effects of lessons based on flipped on nursing students' critical thinking disposition, academic achievement, and academic self-efficacy. Methods: The study design was a mixed methods paradigm. Participants were 82 nursing students (experimental group=41, control group=41) for the quantitative study, and nine nursing students for the qualitative study. A flipped learning lesson and lecture were provided in a class titled Critical Thinking and Nursing Processes to compare the effects of the flipped learning lesson. Quantitative data were analyzed with a chi-square test and an independent t-test. Qualitative data were analyzed by means of content analysis. Results: The critical thinking disposition (t=-5.90, p=.004) of the experimental group with flipped learning increased significantly, but their academic achievement (t=0.38, p=.078) and academic self-efficacy (t=-0.24, p=.053) did not show any significant change. From the content analysis after the flipped learning lesson, four categories and 13 sub-categories were derived. Conclusion: The results of this study showed that flipped learning is an effective teaching-learning method for improving nursing students' critical thinking disposition. Therefore, it will be necessary to consider teaching-learning management strategies for applying flipped learning in the nursing education field.