• Title/Summary/Keyword: Data analytic thinking

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Thinking Strategies of Triage Nurses' Decision Making in the Emergency Department: Think Aloud Study (응급실 중증도 분류 간호사의 의사결정과정에 나타난 사고전략: 소리내어 생각하기)

  • Moon, Sun Hee;Park, Yeon Hwan
    • Journal of Korean Critical Care Nursing
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    • v.9 no.1
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    • pp.15-26
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    • 2016
  • Purpose: The aim of this study was to identify thinking strategies in the complicated decision-making process based on real patient-based data of triage nurses in the emergency department (ED). Methods: This study used the 'think aloud' method to collect data from 8 triage nurses from one general hospital ED in South Korea. The data were analyzed with protocol analysis using thinking strategies. Results: The triage process was divided into three stages. The first stage consisted of 8 thinking strategies, including searching for information. They used intuition based on directly observed concepts for identifying a crisis. The second stage consisted of 17 thinking strategies related to the decision-making process. They assessed patients and generated a hypothesis to try to understand their health problems through analytic thinking. The third stage consisted of 10 thinking strategies, including qualifying. They considered the situation of the ED and properly triaged the patients. During the triage process, they frequently used judging the value and searching for information on 17 thinking strategies. Conclusions: Triage nurses demonstrated various connected thinking strategies for each stage. Based on our results, further studies should be done to develop a triage education program.

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A Study on Children's Statistical Thinking Based on Survey Activities (설문 조사 활동에서 나타난 아동의 통계적 사고에 관한 연구)

  • Kim, Min-Kyeong;Kim, Hye-Won
    • School Mathematics
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    • v.13 no.1
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    • pp.207-227
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    • 2011
  • This study developed a statistical thinking level with constructs framework from based on Jones, Thornton, Langrall, & Mooney (2000) to analyze the 6th graders' thinking level shown on their survey activities. It was modified by 5 constructs framework such as collecting, describing, organizing, representing, and analyzing and interpreting data with four thinking levels, which represent a continuum from idiosyncratic to analytic reasoning. As a result, among four levels such as idiosyncratic level (level 1), transitional level (level 2), quantitative level (level 3), and analytical level (level 4), levels of two through four are shown on statistical thinking levels in this study.

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A Study on Development Deep Learning Based Learning System for Enhancing the Data Analytical Thinking (데이터 분석적 사고력 향상을 위한 딥러닝 기반 학습 시스템 개발 연구)

  • Lee, Young-ho;Koo, Duk-hoi
    • Journal of The Korean Association of Information Education
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    • v.21 no.4
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    • pp.393-401
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    • 2017
  • The purpose of this study is to develop a deep learning based learning system for improving learner's data analytical thinking ability. The contents of the study are as follows. First, deep learning was applied to the discovery learning model to improve data analytical thinking ability. This is a learning method that can generate a model showing the relationship of given data by using the deep learning method, then apply the model to new data to obtain the result. Second, we developed a deep learning based system for DBD learning model. Specifically, we developed a system to generate a model of data using the deep learning method and to apply this model. The research of deep learning based learning system will be a new approach to improve learner's data analytical thinking ability in future society where data becomes more important.

Analyzing seventh graders' statistical thinking through statistical processes by phases and instructional settings (통계적 과정의 학습에서 나타난 중학교 1학년 학생들의 단계별·수업 형태별 통계적 사고 분석)

  • Kim, Ga Young;Kim, Rae Young
    • The Mathematical Education
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    • v.58 no.3
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    • pp.459-481
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    • 2019
  • This study aims to investigate students' statistical thinking through statistical processes in different instructional settings: Teacher-centered instruction vs. student-centered learning. We first developed instructional materials that allowed students to experience all the processes of statistics, including data collection, data analysis, data representation, and interpretation of the results. Using the instructional materials for four classes, we collected and analyzed the data from 57 seventh graders' discourse and artifacts from two different instructional settings using the analytic framework generated on the basis of literature review. The results showed that students felt difficulty particularly in the process of data collection and graph representations. In addition, even though data description has been heavily emphasized for data analysis in statistics education, it is surprisingly discovered that students had a hard time to understand the relationship between data and representations. Also, there were relationships between students' statistical thinking and instructional settings. Even though both groups of students showed difficulty in data collection and graph representations of the data, there were significant differences between the groups in terms of their performance. Whereas students from student-centered learning class outperformed in making decisions considering verification and justification, students from teacher-centered lecture class did better in problems requiring accuracy than the counterpart. The results from the study provide meaningful implications on developing curriculum and instructional methods for statistics education.

The Lived Experiences of the Middle-Aged Women (중년 여성의 삶에 대한 경험)

  • Kim, Boon-Han;Kim, Yoon-Sook;Oh, Jin-Hwan;Jung, Eun-Sil
    • Korean Journal of Adult Nursing
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    • v.17 no.4
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    • pp.521-528
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    • 2005
  • Purpose: This study was explored the experiences of the middle-aged women and tried to understand their lived experiences. Method: The data was collected from 9 participants living in Seoul from Sep. to Dec. 2003. Collection of data was by means of in-depth interviews. The analysis of the data was made the phenomenological analytic method suggested by Colaizzi(1978). Result: The 10 themes were extracted in this study ; sense of emptiness, repentance of one's past, decline of physical functions, lost one's youth, worry of children, thinking about future, importance of husband, importance of job, composure of mind, content with present life. Conclusion: Therefore, the helpful program should be developed and applied to extend positive lived experiences, and relieve or exclude negative lived experiences for the middle aged women.

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Analysis of Item Contents of 2010, 2011 National Assessment of Educational Achievement at elementary school for deduction of suggestions to the mathematics teaching-learning (수학과 교수.학습 시사점 도출을 위한 2010, 2011년 국가수준 초등학교 학업성취도 평가 문항 내용 비교 분석)

  • Jo, Yun Dong;Ko, Ho Kyoung
    • The Mathematical Education
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    • v.51 no.4
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    • pp.395-413
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    • 2012
  • National Assessment of Educational Achievement(NAEA) is important standard reference to become the basic data for confirming the effect of the curriculum administrated and the educational policies put in force presently and preparing the new curriculum and educational policies. In this paper, we looked into the mean and standard deviation of the calibrated score of whole group and male/female students, the correct answer ratio of each performance level and the correct answer ratio of each content domain, etc. in the results of NAEA at 6th elementary school. The analytic objects are 2010 and 2011 NAEA that are changed into complete enumeration survey and the standard reference prepared on the basis of the new calibrated score is applied to. And we analysed and compared correct answer ratio of the each content domain and each item to conform the difference between male and female students. On the basis of the these informations, we investigated that here is what kind of characteristics and trends to the whole group and what kind of suggestions to the teaching-learning. And we were going to provide the information of the needs to understand which content of mathematics is needed and which thinking methods are needed.

An Experiential Research on a Confucianism Treatment Model - Focusing on an emotion experience program, A Confucianism thinking - (체험적 연구를 통한 덕(德) 철학치유 구조 - 유가의 철학적 사려방법인 「정감체험」 프로그램을 통하여 -)

  • Choi, Yeoung-chan;Choi, Yeon-ja
    • Journal of Korean Philosophical Society
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    • v.126
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    • pp.423-461
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    • 2013
  • The researcher conducted this study to investigate what special meaning does an emotion experience program, a Confucianism philosophical thinking, has for Sunwoo(善友), and based on what structure it unveils a good clue of Sunwoo(善友); and to reveal the structure of philosophical counselling treatment simultaneously. Thus, the researcher performed an "emotion experience program for 3 weeks, targeting 22 research subjects and collected the data of their experience. As for date analysis, a phenomenological analytic method of Colaizzi (1978), one of qualitative research methods was used. It was because the phenomenological analytic method of Colaizzi was suggested to derive common properties of whole research subjects rather than those of individual research subject, which could help develop the theories of philosophical counselling treatment. The finding of the analysis revealed the intrinsic structure of the phenomenon which the research subjects experienced through "an emotion experience program" was reborn as 'unfamiliarity and suspicion', 'burden', 'recognition of a method and a need', 'self-reflection', 'awareness of nature and the correct behavior', 'joy and pleasure', and 'rebirth as a valuable existence'. These were categorized to examine the structure of philosophical counselling treatment. The findings revealed the treatment went through the precesses: 'the start of learning and intentional guidance', 'reflection', 'enlightenment', 'Sugichiin(修己治人)', 'freedom', and 'transcendence. Considering the purpose of Confucian philosophy is living valuable life and the accomplishment of objectives is based on the transcendence, realizing preallotment and putting it into practice, the structure of emotion experience by the research subjects is appropriate for the purpose of Confucian philosophy and the process of objective accomplishment.

A comparative analysis of competencies in American Dental Education Association and American Dental Hygiene Schools (미국치의학교육협의회(ADEA) 치과위생사 표준역량과 미국 치위생(학)과의 역량 비교분석)

  • Choi, Da-Som;Kim, Sook-Hyang;Kim, Jin-Soo
    • Journal of Korean society of Dental Hygiene
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    • v.15 no.3
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    • pp.547-553
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    • 2015
  • Objectives: In this comparative analytic study the standard competency of American Dental Hygienists proposed by the America Dental Education Association was examined and compared with the competency of American school of entry-level to identify the competence required by domestic dental hygienists. Methods: Based on the standard competency presented by the America Dental Education Association the 109 schools which provide respective dental hygiene competency among 336 universities and colleges belonging to the entry-level were compared with each other, and the collected data were processed by SPSS 21.0. Results: The descriptive statistics upon overall competence were prepared and the results of survey revealed the highest average score of 7.53 for the Core competency. It was identified that there were statistically significant difference between two groups of the above(the top 25%) and below the average level(the 25% from the bottom) in all the competency. The competency of participation in local community and patients' care were appeared as significant variables affecting the core competency of dental hygienists with the 76.4% of explanatory power, and the model reveals the statistically significant results(p<0.001). Conclusions: Based on these results it was identified that the ethical, communication skill, self-development efforts, and capability of critical thinking and judgment were necessary competency for the dental hygienists. Further efforts to integrate and standardize the competency of domestic dental hygienists are thus needed and based on these integrated and standardized competencies the integrated curricula to cultivate domestic dental hygienists should be developed.

An Analysis of Decision Making Factor by Delphi and DEMATEL Model for Decision Support Information System development -Wartime Operational Control Transition approach- (의사결정 지원 정보시스템 개발을 위한 Delphi-DEMATEL모델에 의한 의사결정 요인분석 -전작권 전환 사례를 중심으로-)

  • Park, Sangjung;Koh, Chan
    • Journal of Digital Convergence
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    • v.10 no.11
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    • pp.47-58
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    • 2012
  • This study selects political and military decision factors of Participatory Government's Wartime Operational Control(OPCON) Transition and analyzes, both quantitatively and qualitatively, the effects and relations between those factors. Previous research utilizing the Analytic Hierarchy Process(AHP) selected their decision factors based on academic data and field experience, requiring more objective analysis of the factors. For this study, we conducted a survey among security subject matter experts(SME) both online and offline. The results show that OPCON transition's decision factors were to 'recover military sovereignty', 'set the conditions for peaceful reunification' and 'improve ROK image through enhancing national power' which differs little from the previous AHP method studies. It also showed that 'recover military sovereignty' and 'set the conditions for peaceful reunification' had no relationship to each other and that the key factor that decided the OPCON Transition was actually 'recover military sovereignty' which represents the interest of the liberal party in ROK. This study finds its meaning by analyzing the decision factors of Participartory Government's OPCON Transition thorugh Delphi and DEMATEL method.

A Study on ICT Literacy Capability Measurement for University Freshmen of Education (교육대학교 신입생 대상 ICT 리터러시 능력 측정 분석)

  • Noh, HyunA;Jeong, InKee;Lee, WonGyu
    • Journal of The Korean Association of Information Education
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    • v.17 no.3
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    • pp.277-290
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    • 2013
  • As the deployment of digital learning environment has been accelerating in rapid changes in information and communications technology, a tool is required to practically measure and evaluate the level of information education (IE) for freshmen in the University in order to propose an appropriate direction of IE in a teachers college. According to such current trends, ICT literacy is a tool to assess a specific level of capabilities such as a variety of real-world problem-solving skills, creativity, critical thinking, analytic reasoning, and communication skills. This study has developed a test tool to measure ICT literacy competence on the basis of the concept of test questions defined from the previous research. It was used to measure ICT literacy competence of 360 university freshmen of education and analyze if there is a difference among them depending on overall ICT literacy levels and genders, content areas, competence factors, and completion of IE course in high school. The result of this study would be expected to determine the current location of IE for freshmen in the University of Education and to be able to take advantage of basic data of the direction for IE course that university students need to essentially acquire in preparation for the coming future.