• 제목/요약/키워드: Statistical thinking

검색결과 200건 처리시간 0.023초

한국어 퍼지 언어변수를 이용한 리스크 평가의 논리적 일관성 (Logical Consistency in Risk Assessment using the Korean Fuzzy Linguistic Variables)

  • 임현교;변상훈
    • 한국안전학회지
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    • 제31권4호
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    • pp.120-125
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    • 2016
  • Usually, a risk can be expressed as a product of likelihood and consequence of a hazard factor. Therefore, conventional risk assessment is carried out by frequency analysis and severity analysis, in turns. However, it is well known that intuitive thinking is another excellent way of thinking of human beings. This study aimed to confirm whether there exist any difference in risk assessment results derived by two different procedures - intuitive and analytical. Thus, the present study showed 10 different illustrations to 30 undergraduate students. Their responses were organized as fuzzy membership functions, and summarized as risk assessments, and compared. The results were also verified with the help of statistical hypothesis testing, which showed no significant difference. On the contrary, however, similarity measure used in fuzzy set theory was not credible as anticipated. Many cases failed to satisfy statistical hypothesis even with similarity measure higher than 0.60 so that only a trend could be accepted. In addition, a subject showed a somewhat consistent logical discrepancy in his response, which implied the necessity of sincere analysis in fuzzy formulations.

Examining the relationship between educational effectiveness and computational thinking in smart learning environment

  • 한옥영;김재현
    • 인터넷정보학회논문지
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    • 제19권2호
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    • pp.57-67
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    • 2018
  • The $4^{th}$ industrial revolution has brought innovation in the educational environment. The purpose of this study is to verify the educational effectiveness of smart learning environment especially with the computational thinking. A big data analysis was performed to confirm that computational thinking is the one to prepare the 4th industrial revolution. To teach computational thinking at university, educational design should be careful. This study verified the relationship between improvement of computational thinking ability and major of students with coding education. There was difference in effectiveness of the coding education depending on the major of students, it means students must be guaranteed to be educated by the differentiated coding education for different major. This study extracted factors of computational thinking through literature review. Thirteen research hypotheses were applied for the statistical analysis in R language. It was proved that expectation of class and improvement of abstraction ability and algorithmic thinking ability had mediation effect to the relationship between knowledge acquisition and problem-solving abilities. Based on this study, effectiveness of education can be improved, and it will lead to produce a lot of distinguished students who are ready for the 4th industrial revolution.

소프트웨어 교육이 중학생의 컴퓨팅 사고력에 미치는 효과 (The Effect of Software Education on Middle School Students' Computational Thinking)

  • 이정민;고은지
    • 한국콘텐츠학회논문지
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    • 제18권12호
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    • pp.238-250
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    • 2018
  • 2015 개정 교육과정은 창의 융합형 인재 양성을 목표로 정보교과에 SW교육을 포함시켜 교육과정을 운영하고 있다. 본 연구는 개정된 SW교육과정에서 추구하는 역량을 분석하여 컴퓨팅 사고력을 주요 역량으로 규정하였으며, 2018학년도 1학기에 정보교과에서 SW교육을 받은 A중학교 1학년을 연구대상으로 선정하였다. SW교육 전과 후 컴퓨팅사고력에 대한 설문조사를 실시하여 수집된 95명의 자료 중 83개의 자료가 분석에 사용되었으며, 대응표본 t-test를 통해 유의성을 확인하였다. 또한, SW교육을 통해 학습한 컴퓨팅의 개념, 수행, 관점을 산출물 기반 인터뷰를 통해 분석하였다. 분석 결과, 컴퓨팅 사고력의 하위 요인 중 비판적 사고력, 창의성, 알고리즘적 사고, 문제해결력이 유의하게 상승하였으며, SW교육 수업을 통해 새로운 개념, 수행, 관점을 습득했음을 확인하였다. 이러한 결과를 통해 본 연구는 2018년 처음 도입된 중학교 정보교과에서 소프트웨어 교육 설계 및 실행에 대한 시사점을 제공하는데 연구의 의의가 있다.

중등수학 예비교사들의 통계적 소양 : 표본 개념에 대한 이해를 중심으로 (Preservice Secondary Mathematics Teachers' Statistical Literacy in Understanding of Sample)

  • 탁병주;구나영;강현영;이경화
    • 한국수학교육학회지시리즈A:수학교육
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    • 제56권1호
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    • pp.19-39
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    • 2017
  • Taking samples of data and using samples to make inferences about unknown populations are at the core of statistical investigations. So, an understanding of the nature of sample as statistical thinking is involved in the area of statistical literacy, since the process of a statistical investigation can turn out to be totally useless if we don't appreciate the part sampling plays. However, the conception of sampling is a scheme of interrelated ideas entailing many statistical notions such as repeatability, representativeness, randomness, variability, and distribution. This complexity makes many people, teachers as well as students, reason about statistical inference relying on their incorrect intuitions without understanding sample comprehensively. Some research investigated how the concept of a sample is understood by not only students but also teachers or preservice teachers, but we want to identify preservice secondary mathematics teachers' understanding of sample as the statistical literacy by a qualitative analysis. We designed four items which asked preservice teachers to write their understanding for sampling tasks including representativeness and variability. Then, we categorized the similar responses and compared these categories with Watson's statistical literacy hierarchy. As a result, many preservice teachers turned out to be lie in the low level of statistical literacy as they ignore contexts and critical thinking, expecially about sampling variability rather than sample representativeness. Moreover, the experience of taking statistics courses in university did not seem to make a contribution to development of their statistical literacy. These findings should be considered when design preservice teacher education program to promote statistics education.

간호대학생의 전문직 자아개념, 비판적 사고성향과 임상수행능력에 관한 연구 (Professional Self-Concept, Critical Thinking Disposition and Clinical Competence in Nursing Students)

  • 신경아;조복희
    • 기본간호학회지
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    • 제19권1호
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    • pp.46-56
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    • 2012
  • Purpose: The purpose of this study was to identify the relationships among professional self-concept, critical thinking disposition and clinical competence in nursing students. Method: The participants in the study were 505 nursing students, 262 associate degree nursing students and 243 baccalaureate nursing students, all in schools in Gwangju or South Jeonla Province. A questionnaire survey was conducted from April 25 to May 27, 2011. Statistical processing was performed with SPSS 18.0 Version and the data were analyzed using t-test, ANOVA, Scheff$\acute{e}$ test, Pearson correlation coefficients, and multiple stepwise regression. Results: There was a positive correlation among clinical competence and professional self-concept, critical thinking disposition. The most effective factor for clinical competence was professional practice in professional self-concept, followed by prudence and objectivity in critical thinking disposition. The total explanation of clinical competence was 46.2%. Conclusion: The results of this study indicate confirm that professional self-concept and critical thinking disposition have an effect on clinical competence in nursing students. Accordingly in order to improve clinical competence, it is necessary to provide practice environment and educational curriculum that enhance the professional self-concept and critical thinking disposition of nursing students.

Thinking Science 프로그램 중 분류활동이 초등학교 5학년 학생의 분류문제해결능력에 미치는 영향 (The Effect of the classification problem solving of Thinking Science Program on the Classified Activities on Elementary School 5th grade category)

  • 이성현;한신
    • 대한지구과학교육학회지
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    • 제4권2호
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    • pp.102-107
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    • 2011
  • In this study, elementary school science program, this category did not affect any troubleshooting analyzed. Thinking Science Program to buy for them in group activities by using one of the elements of a program of treatment and cognitive level effects were two kinds of research questions. 102, 5th grade four classes were involved, these two classes of the experimental group and the remaining two classes were divided into a control group. Pre-test between the two groups is compared to the level and classification problem-solving skills but the skills did not show a statistically significant difference. Thinking Science activity after application of classification and posttest the experimental group than in the control group problem solving abilities of students classified at the level of statistical significance was higher. Thinking Science program is a treatment effect for each level of analysis, tests, regardless of cognitive level was more effective. Through theses findings, Thinking Science activities 5th grade category classification problem-solving skills of students found to be effective in improving and these types of programs actively introduced in the field suggests that we need to see.

일부 치과위생사의비판적 사고경향과 임상적 의사결정이 윤리적 딜레마에 미치는 영향 (The Effects of Critical Thinking and Clinical Decision-Making on Ethical Dilemmas by Some Dental Hygienists)

  • 강현경
    • 보건의료산업학회지
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    • 제9권1호
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    • pp.67-79
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    • 2015
  • The aim of this descriptive cross-sectional study was determine the effect of critical thinking and clinical decision-making on ethical dilemmas. A survey of dental hygienists residing in Busan and South Gyeongsang, Korea was conducted using convenience sampling between September and December, 2013. A total of 153 responses were used in the final analysis. Data analysis and structural equation modeling were performed with IBM SPSS Statistics(version 21.0) and AMOS(version 18.0) programs. A negative(-) correlation coefficient(-0.37) was observed between critical thinking and ethical dilemmas on statistical analysis, i.e., higher critical thinking led to less ethical dilemmas(p=0.024, CR=-2.264). The values from the structural equation model were ${\chi}^2=98.124$ df=66, GFI=0.919, AGFI=0.871, and RMSEA=0.057. This study proposed a theoretical model in which critical thinking, ethical values, and decision-making skills should be firmly established to effectively respond to specific situations, such as ethical dilemmas, and that greater tendencies for critical thinking led to less ethical dilemmas, thereby demonstrating a negative(-) correlation between the two parameters.

유아교사의 놀이중심교육과정 실행역량과 디지털 역량의 관계에서 반성적 사고의 매개효과 (The Mediating Effect of Reflective Thinking in the Relationship between Early Childhood Teachers' Play-Based Curriculum Implementation Competences and Their Digital Competences)

  • 박진희;손원경
    • 한국보육지원학회지
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    • 제20권1호
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    • pp.1-19
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    • 2024
  • Objective: The purpose of this study was to verify the mediating effect of reflective thinking in the relationship between early childhood teachers' play-based curriculum implementation competences and their digital competences. Methods: An online survey was conducted targeting 330 early childhood teachers. Descriptive statistical analysis, correlation analysis, and The Process macro model 4 were performed using SPSS 28.0 and The Process macro 4.1. Results: The main results of this study are outlined as follows: first, a significant positive correlation was observed between overall play-based curriculum implementation competences, reflective thinking, and digital competences, including each of their respective sub-factors. Second, the study revealed that reflective thinking played a partial mediating role in the relationship between early childhood teachers' play-based curriculum implementation competences and digital competences. Conclusion/Implications: Through this study, it was confirmed that when reflective thinking mediated play-based curriculum implementation competences, digital competences were further increased. The findings suggest that not only positive play-based curriculum implementation competences of teachers but also reflective thinking should be considered to enhance digital competences.

중학교 3학년 학생들의 변이성 이해에 대한 사례 연구 (A Case Study aimed at Junior High School 3rd Grade Student's Understanding of Variability)

  • 송선아;이경화
    • 대한수학교육학회지:학교수학
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    • 제9권1호
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    • pp.29-44
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    • 2007
  • 통계 교육의 목표는 통계적 사고를 기르는 것이고, 변이성은 통계적 사고의 기본 요소이다. 이 연구에서는 자료의 변이성에 관한 선행연구를 고찰하고 이를 토대로 변이성 개념을 탐구할 수 있는 상황을 분류하여 Freudenthal의 이론에 근거한 학습 자료를 개발하였다. 이 자료를 토대로 학습하는 학생들의 변이성 개념의 이해 과정을 면밀히 살펴보기 위하여 사례연구를 실시하였다. 변이성의 탐구는 자료의 요약, 그래프로의 표현을 통하여 분포를 볼 수 있도록 하고, 상대도수와 결합하여 확률분포와 정규분포에 이르는 중요한 시발점이 된다. 이 연구에서는 통계 교육의 내용 및 방법을 재고하고, 변이성을 보다 강화한 학습이 어떤 형태로 가능한가에 대한 사례연구를 통해 통계 교육의 내용과 방법 변화를 위한 기초자료를 제공하였다.

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중학생들의 자료와 그래프의 선택과 해석에서 측정과 척도에 근거한 비판적 사고 연구 (Middle School Students' Critical Thinking Based on Measurement and Scales for the Selection and Interpreation of Data and Graphical presentations)

  • 윤형주;고은성;유연주
    • 대한수학교육학회지:수학교육학연구
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    • 제22권2호
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    • pp.137-162
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    • 2012
  • 자료를 표현하기 위해 선택되는 그래프와 그의 특징은 자료 수집의 목적 및 맥락, 그리고 수집된 자료의 유형에 의해 결정되기 때문에 통계적 자료를 표현하는 그래프에 대한 학습을 위해 학생들은 측정과 관련된 맥락에 대한 이해를 필요로 한다. 본 연구에서는 중학교 학생들이 자료와 그래프를 선택하고 해석할 때, 측정과 척도에 근거한 비판적 사고를 통해 맥락적 영역과 통계적 영역 사이의 상호적 전환을 보이고 있는지 살펴보았다. 조사결과, 학생들은 맥락적 영역과 통계적 영역 사이의 상호 전환을 필요로 하는 자료의 측정과 자료를 표현하는 척도와 관련한 비판적 사고가 부족함을 확인하였다. 특히 학생들은 제시된 자료나 그래프의 정보에 대해 의심을 거의 품지 않는 경향을 보였으며, 또한 문항에서 제시한 통계적 조사의 목적과 같은 맥락에 비추어 문제점을 찾아내거나 유연성을 발휘하여 판단하는 능력이 부족하였다.

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