• Title/Summary/Keyword: Statistical thinking

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Covariance Structure Analysis of Science Process Skills Affected by Students' Cognitive and Affective Characteristics in Elementary and Middle School (초 . 중학생들의 과학탐구능력에 미치는 인지적, 정의적 특성에 대한 공변량 구조분석)

  • Lim, Cheong-Whan;Kim, Seung-Wha;Yang, Il-Ho
    • Journal of The Korean Association For Science Education
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    • v.17 no.1
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    • pp.1-10
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    • 1997
  • The purpose of this study was to analyze the structural model of causal effects of students' variables on science process skills. Student characteristics investigated in the study included attitude related to the science, logical thinking ability, scientific experiences, cognitive style. Covariance structural modeling procedures were used to test causal inferences about hypothesized relationships. The sample consisted of 319 6th grade students and 321 8th grade students in Seoul City, Korea. Five instruments were used in the study, TSPS(test of science process skills), GALT(group assessment of logical thinking), CEFT(children embedded figures test), questionnaire of attitude related to the science, questionnaire of scientific experience. For statistical analysis, the study adopted the structural equation modeling with LlSREL, a computer statistical program developed by J reskog and S rbom. Major findings of the study are as follows:1) Logical thinking ability has a most strong direct effect on science process skills. 2) The structural coefficient of scientific experience influence on attitude related to the science has the greatest direct one than the others in the covariance structural model. According to the results of this study, it is very importance that various scientific experiences, particularly hands-on activity, should be offer to students to improve science process skills. Also, understanding the relationships of student variable to science process skills will be helpful to decision making on the part of curriculum developers, science teachers and researchers.

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Influence of Computer Attitude on Critical Thinking Disposition

  • Kim, Jung Ae;Kim, Ju Ok
    • International journal of advanced smart convergence
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    • v.9 no.1
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    • pp.1-9
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    • 2020
  • This study was conducted to investigate the effects of computer attitudes such as anxiety, confidence, preference, usefulness, and computer literacy on their critical thinking ability, targeting college students at unspecified university universities. The period of data collection was from January 10, 2020 to January 17, 2020. A total of 213 people participated in the study. For data analysis, SPSS 18.0 was used for frequency analysis, Pearson correlation, x2 square, and simple regression analysis. As a result of the analysis, the difference of interests under the statistical significance level among general characteristics was Gender (x2=55.7***, p<0.001), Age (x2=407.5***, p<0.001), Resident (x2=127.5***, p<0.001) Family (x2=289.4***, p<0.001). In the simple regression analysis, computer liking (t=2.102, p<0.05) and computer use ability affected Truth seeking (t=-6.319, p<0.01), computer use ability was affecting analyticity (t=-5.630, p<0.01), computer use ability was affecting systematicity (t=-2.545, p<0.05), computer use ability was affecting maturity under statistical significance (t=-2.583, p<0.05). In conclusion, this study suggests that computer liking and computer use ability affect the sub-factor components of critical thinking disposition, truth seeking, analyticity, systematicity, and maturity, therefore the emphasis of this study is to emphasize that it is desirable to use the computer as a medium of learning based on computer literacy rather than worrying about excessive computer use.

A Study on Correlation Analysis of Programming Ability and Logical Thinking Ability for the Gifted Children in IT (정보영재아동의 프로그래밍 능력과 논리적 사고능력 상관관계 분석 연구)

  • Jun, Woo-Chun
    • Journal of Gifted/Talented Education
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    • v.21 no.3
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    • pp.761-772
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    • 2011
  • In current knowledge-based society, national competitiveness and growth of society depend on advances in information and communication technologies considerably. In order to grow advances in information and communication technologies, it is essential to identify and foster gifted children in IT as early as possible. In gifted education in IT, enhancing programming ability and logical thinking ability is very important and is also a part of objectives of gifted education in IT. The purpose of this paper is to identify correlation of programming ability and logical thinking ability for the gifted children in IT. For this purpose, gifted children from a gifted institution at Seoul are selected and their test scores during the period of attendance at institution are analyzed. Also, for extensive analysis, the test scores had been collected for 6 years. Based on thorough statistical analysis, the conclusion is that programming ability and logical thinking ability highly correlate each other. This conclusion can be used to decide and affect a selection examination, curriculum, and selection of an exemplary programming language for gifted education in IT.

The Effect of Hypothesis Formulation using Abduction on Science Processing Skills and Creative Thinking Activities (귀추를 이용한 가설 설정이 과학 탐구 능력과 창의적 사고 활동에 미치는 영향)

  • Kim, Na-Young;Yoo, Pyoung-Kil
    • Journal of the Korean Society of Earth Science Education
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    • v.5 no.1
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    • pp.60-67
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    • 2012
  • The purpose of this study is to find out the effect of hypothesis formulations using abduction on science processing skills and the creative thinking activities. As the subject, 2 classes in the $6^{th}$ grade of B elementary school located in Busan were selected. Through the pre/post inspection design between experiment and comparison class, the units of science courses in the second semester of $6^{th}$ grade '1. A change in the weather' and '2. Various gases' were applied. The results were as follows: Firstly, the test on science processing skills showed that there was not statistic meaningful differences between the two groups. And, in the sub-parts, there was not statistic meaningful differences between the two groups. Secondly, it was observed that it would have a meaningful effect to improve the creative thinking activities of students who performed hypothesis formulation using abduction. Especially, through this, the experimental class gave a positive effect on the 'Fluency' and 'Elaboration', one of lower categories of the creative activities. The results of 'Flexibility' and 'Originality' in the experimental class were higher than those of students in the comparative class. However, according to statistical analysis, this result is meaningless. Thirdly, on the survey about the hypothesis formulation using abduction, many students thought that this learning method was very interesting and helpful to study science. In addition, it was observed that the ability to use abduct thinking was improved more than ever before.

A Study on Changes in Logical Thinking Ability of Elementary Students Through Game-Based Robot Education (게임식 로봇교육을 통한 초등학생의 논리적 사고력 변화)

  • Kim, So-Yeon;Seol, Moon-Gyu
    • Journal of The Korean Association of Information Education
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    • v.14 no.1
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    • pp.111-121
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    • 2010
  • The aim of this study is to investigate the effects of game-based robot education on the elementary students' logical thinking ability and academic achievement. 12 boys in the 6th grade from S elementary school from Namhae, Kyungnam participated in the study. The game-based robot education was applied to the participants 32 times in the procedures. The results from pre- and post-logical thinking tests and pre- and post-academic achievement were analyzed. After participating in the game-based robot education activities, there were meaningful statistical differences in the participants' logical thinking ability. The results of the study suggest that the game-based robot education has positive impact on students' ability to think logically. In addition, the game-based robot education improved children's motivation in learning.

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Comparison of Learning Satisfaction, Critical Thinking Disposition, Learning Attitude and Motivation between PBL and SBL Groups (문제중심학습(Problem Based Learning)과 주제중심학습(Subjective Based Learning) 간의 학습만족도, 비판적 사고성향, 학습태도 및 동기에 대한 비교 연구)

  • Song, Young-A
    • The Journal of Korean Academic Society of Nursing Education
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    • v.14 no.1
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    • pp.55-62
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    • 2008
  • Purpose: The purpose of this study was to compare and analyze learning satisfaction, critical thinking disposition, learning attitude and motivation between Problem Based Learning and Subjective Based Learning. Method: The research was performed between September and December, 2005 and 2006, including the development of PBL packages and their application. Statistical analysis was performed using SPSS 13.0. An independent t-test, $X^2$-test, and Pearson Correlation Coefficient were performed to compare the two groups on each of the measures. Result: There were no statistically significant differences among participants in the two groups according to general characteristics. However, The PBL group scored significantly higher on learning satisfaction, critical thinking disposition, learning attitude and motivation. Conclusion: This study contributes to our understanding of student outcomes of the PBL approach compared to the SBL approach. PBL needs to be extended over individual nursing courses for the unification of related courses and a curriculum.

Statistical Literacy of Fifth and Sixth Graders in Elementary School about the Beginning Inference from a Pictograph Task ('그림그래프에서 추론하기' 과제에서 나타나는 초등학교 5, 6학년 학생들의 통계적 소양)

  • Moon, Eunhye;Lee, Kwangho
    • Education of Primary School Mathematics
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    • v.22 no.3
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    • pp.149-166
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    • 2019
  • The purpose of this study is to analyze the statistical literacy in elementary school students when they beginning inference. Picto-graphs provide statistical information and often data-related arguments they certainly qualify as objects for interpretation, for critical evaluation, and for discussion or communication of the conclusions presented. For research, the inference from pictograph task was designed and statistical literacy standards for evaluating the student's level was presented based on prior studies. Evaluating student's statistical literacy is meaningful in that it can check their current level. To know the student's current level can help them achieve a higher level of performance. The outcomes of this research indicate that pictograph can provide a basis for rich tasks displaying not only student's counting skills but also their appreciation of variation and uncertainty in prediction. Raising statistical thinking by students is an important goal in statistical education, and the experience of informal statistical reasoning can help with formal statistical reasoning that will be learned later. Therefore, the task about the inference from a pictograph, discussions on statistical learning of elementary school children are expected to present meaningful implications for statistical education.

Mediating Effect of Self-Leadership Relationship between Critical Thinking and Problem Solving Ability of Nursing University Students (간호대학생의 비판적사고와 문제해결 능력과의 관계에서 셀프리더십의 매개효과)

  • Kim, Young-Sook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.7
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    • pp.100-108
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    • 2020
  • This descriptive research study investigated the mediating effect of self-leadership on the relationship between critical thinking and problem solving ability of nursing university students. The data were collected from nursing university students in G city. Korea, from 20 Sep. 2019 through 30 Sep. 2019. General characteristics, critical thinking, problem solving ability and self-leadership were surveyed using structured questionnaires. Statistical analysis was performed using descriptive statistics, ANOVA, and stepwise multiple regression analysis with SPSS/WIN 21.0. The mediating effect of self-leadership on the relationship between critical thinking and problem solving ability was tested using Baron & Kenny's 3-step hierarchical regression analysis. There were positive correlations between problem solving ability and critical thinking(r=.48, p<.001), between problem solving ability and self-leadership(r=.73, p<.001) and between critical thinking and self-leadership(r=.70, p<.001). In addition, self-leadership had a partial mediating effect(Z=6.64 p<.001) on the relationship between critical thinking and problem-solving ability. Therefore, strengthening of self-leadership is necessary to improve the problem-solving ability of nursing university students. Various strategies through regular education courses and extracurricular activities should be prepared for this purpose.

The Effects of Practice Education Evaluation using Peer Evaluation on Core Fundamental Nursing Skills Competency, Learning Attitude, Critical thinking and Self-Leadership (동료평가를 활용한 실습교육평가방법이 핵심기본간호술 수행능력, 학습태도, 비판적사고 및 셀프리더십에 미치는 효과)

  • Kim, Yeong-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.9
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    • pp.351-361
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    • 2019
  • The purpose of this study was to investigate the effect of a peer evaluation method on the core fundamental nursing skills competency, learning attitude, critical thinking and self-leadership of graduating nursing students. A survey using a questionnaire was administered to 326 nursing students. The data was analyzed using SAS(ver. 9.8) and AMOS(ver.20.0) The results of peer evaluation showed that the fundamental nursing skills competency was 3.77(${\pm}.62$), the learning attitude was 3.17(${\pm}.47$), critical thinking was 3.44(${\pm}.41$) and self-leadership was 3.60(${\pm}.49$). Core fundamental nursing skills competency showed statistical differences based on gender, major satisfaction, practice satisfaction, pre-learning and satisfaction with the peer evaluation. Core fundamental nursing skills competency was positively correlated with learning attitude(r=.295, p<.001), critical thinking was positively correlated with core fundamental nursing skills competency(r=.384, p<.001) and learning attitude(r=.623, p<.001), and finally, self-leadership was positively correlated with core fundamental nursing skills competency(r=.353, p<.001), learning attitude(r=.529, p<.001) and critical thinking(r=.690, p<.001). The factors affecting fundamental nursing skills competency were critical thinking and self-leadership. Core fundamental practical education programs to improve learning attitude, critical thinking and self-leadership need to be developed to increase core fundamental nursing skills.

A Study on the discharging behavior of food wastes in household (가정의 음식폐기물 배출행동 및 관련 변인에 관한 연구)

  • 최남숙;임창희
    • Journal of Family Resource Management and Policy Review
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    • v.5 no.2
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    • pp.87-98
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    • 2001
  • The study was to examine the effect on the thinking of environmental preservation and behavior of dietary life control on discharging behavior of food wastes in household. The data were obtained from 443 homemakers living in Seoul. The statistical techniques used for this study included descriptive statistics, ANOVA, and Multiple Regression Analysis. As the result of analyzing relative effects of factors on discharging behavior of food wastes, for the degree of separation and discharge of food wastes and general wastes, they further actively separated and discharged them when they lived in public house(apartment, villa, tenement house), they had direct charge of dietary life, they had further serious thinking of environmental preservation, and they lived further diligent lives.

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