• Title/Summary/Keyword: Modeling Skills

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Analyzing the Change of Science High School Students' Integrated Process Skills Using Group-based Trajectory Modeling (집단중심 추세모형을 적용한 과학고등학교 학생들의 통합 탐구 기능 변화 분석)

  • Lee, Kiyoung;Ha, Minsu;Park, Jaeyong
    • Journal of the Korean earth science society
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    • v.41 no.1
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    • pp.48-60
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    • 2020
  • The purpose of this study is to analyze the patterns and characteristics of changes in integrated process skills during the process of science high school students' inquiry by using group-based trajectory modeling. 59 students participated in this study. Three hypothetico-deductive inquiry tasks were used as an intervention activity. We asked science high school students to perform those three tasks sequentially and to generate reports of the process and results. We evaluated students' reports by four elements (designing inquiry, collecting data, analyzing data, and forming conclusion) of the integrated process skills according to the scoring rubric developed by Lee and Park (2017), and analyzed the level of changes in integrated process skills in those three inquiry tasks by using group-based trajectory modeling. In addition, we analyzed the characteristics of changes in integrated process skills from several perspectives. The findings are as follows: First, concerning the change patterns of students' integrated process skills, all of the four elements were classified into two groups, but the change patterns were very different by elements. Second, regarding the change characteristics of students' integrated process skills, we found the context-dependency of integrated process skills, variation of learning progression for integrated process skills, and jaggedness of integrated process skills level. Based on these findings, we suggested that a couple of ways be sought to improve the integrated process skills of science high school students.

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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A model of problem solving instruction for improving practical skill-competence in technical high school (공업계 고등학교에서의 문제해결식 실기수업 모형)

  • Kim, Ik-Su;Ryu, Chang-Yol
    • 대한공업교육학회지
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    • v.30 no.1
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    • pp.1-18
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    • 2005
  • The purpose of this study was to development a model of problem solving instruction for improving practical skill-competence in technical high school. For the study, various literature researches were reviewed intensively about problem solving process, laboratory instruction's approaches and learning principals. The problem solving instruction process was composed with identifying problems, generating alternative solutions, investigation and research, choosing a solution, acting on a plan, modeling of problem solving, testing and evaluating, redesigning and improving. The skills schema combines a four domain of skilled activity, that is, cognitive skills, psychomotor skills, reactive skills and interactive skills. The problem solving instruction was composed with five major learning systems-emotional, social, cognitive, physical, and reflective-that can be used extensively as generic lesson plashing. The teacher serves as a coach or guide for student learning. As a facilitator, the teacher challenges, questions, and stimulates the students in their thinking, problem solving and self-directed study. In this process, students represent problem with think aloud, assume responsibility for their learning and move from teacher-centered to student-centered education.

The Relations Among Teachers' Beliefs Regarding Self-control, Preschoolers' Behavioral Self-regulation and School Readiness : The Gender Difference (자기조절에 대한 교사신념, 유아의 행동적 자기조절 및 학교준비도의 관계 : 유아 성별에 따른 차이)

  • Sung, Miyoung;Chang, Young Eun;Son, Seunghee Claire
    • Korean Journal of Childcare and Education
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    • v.12 no.3
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    • pp.61-78
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    • 2016
  • The current study examined the relations among teachers' beliefs, behavioral self-regulation and school readiness of preschoolers. The study sample included 229 preschoolers aged 3 to 5 attending child care centers located in Seoul and Gyeonggi area of Korea. Using Structural Equation Modeling, the paths from teachers' beliefs to children's school readiness via the mediation of their behavioral self-regulation were examined. Children's self-regulation was directly assessed using Head-to-Toe Tasks. The results showed that teachers' stronger beliefs in and responsibility for children's self-regulation and interpersonal skills significantly predicted greater behavioral self-regulation among children, which in turn, significantly influenced greater social skills and work-related skills. The contribution of teachers' beliefs and behavioral regulation to social skills and work-related skills was positive and stronger for boys.

Effect of Customer-acquisition Orientation on Salespeople's Performance in Distribution of Pharmaceuticals

  • CHO, Yeonjin;JEON, Jin-A
    • Journal of Distribution Science
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    • v.20 no.10
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    • pp.119-129
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    • 2022
  • Purpose: The purpose of this study was to investigate sales managers' strategic focus on customer acquisition, specifically its effect on salespeople's performance. In addition, this study aimed to determine how salespeople's interpersonal skills, salesmanship skills, and technical knowledge affect the relationship between customer-acquisition management and salespeople's performance. Research design, data, and methodology: This study conducted a survey of 310 salespeople working at pharmaceutical companies. A structural equation modeling approach was applied to test the main effects and interaction effects using AMOS. Results: The results indicated that both managers' customer-acquisition orientation and salespeople's salesmanship skills and technical knowledge positively affected the latter's performance. Further, it was found that the higher the technical knowledge of the salesperson, the greater the effect of the customer-acquisition orientation on sales performance. Conclusions: Sales managers should enable salespeople to quickly acquire technical knowledge with respect to the market, products, competitors, and company policy so that they can bring greater synergy to the customer-acquisition orientation.

The Effects of Mothers' Home Management Ability on the School-Aged Children's Self Management Skills: via the Mediation of Self-Regulation of Children (어머니의 가정관리능력이 자녀의 자기관리에 미치는 영향: 자녀의 자기조절능력을 매개로)

  • Kwon, Bo-Ra;Chang, Young-Eun
    • Korean Journal of Human Ecology
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    • v.22 no.1
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    • pp.29-41
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    • 2013
  • The aim of the current study is to examine the effects of mothers' home management ability on school-aged children's time and life management skills through the mediation effect of children's self-regulation. Study subjects were 317 5- and 6-grade children at elementary schools located in Seoul and Gyeonggi area and their 317 mothers. The findings were as follows. First, in the SEM model of predicting children's time management skill, greater mothers' home management ability significantly predicted better time management skills among their children. Second, mothers' home management ability also indirectly affected children's time management skill through its significant effects on children's self-regulation. The test yielded a significantly mediation effect of self-regulation. Children's self-regualtion was strongly related to time management skills. Third, in the SEM model predicting children's life management skills, maternal ability of home management again directly predicted greater life management skills of their children. However, mediation of self-regulation was not statistically significant. The findings suggested the important role of mothers' home management ability in instilling and modeling self-regulation and self-management skills of school-aged children.

Task Complexity of Movement Skills for Robots (로봇 운동솜씨의 작업 복잡도)

  • Kwon, Woo-Young;Suh, Il-Hong;Lee, Jun-Goo;You, Bum-Jae;Oh, Sang-Rok
    • The Journal of Korea Robotics Society
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    • v.7 no.3
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    • pp.194-204
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    • 2012
  • Measuring task complexity of movement skill is an important factor to evaluate a difficulty of learning and/or imitating a task for autonomous robots. Although many complexity-measures are proposed in research areas such as neuroscience, physics, computer science, and biology, there have been little attention on the robotic tasks. To cope with measuring complexity of robotic task, we propose an information-theoretic measure for task complexity of movement skills. By modeling proprioceptive as well as exteroceptive sensor data as multivariate Gaussian distribution, movements of a task can be modeled as probabilistic model. Additionally, complexity of temporal variations is modeled by sampling in time and modeling as individual random variables. To evaluate our proposed complexity measure, several experiments are performed on the real robotic movement tasks.

Factors Affecting Information Systems Modeling Ability

  • Hup, Van Lian;Kang, Shin Cheol
    • Journal of Information Technology Applications and Management
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    • v.25 no.1
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    • pp.33-45
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    • 2018
  • This study was initiated to investigate the essential skill factors for system designers in order to build the right information systems. The predicted variables are mathematical modeling skill, verbal modeling skill, general IT knowledge, and general business knowledge. The test was administrated to 43 students majoring in Management Information Systems (MIS) at Hannam University, South Korea. In this study, we used Pearson Correlation Analysis to test the relationships among variables. Overall, our study suggested that there is a strong positive relationship between mathematical and verbal skills and IS modeling ability. A marginal positive relationship between the general IT knowledge and IS modeling ability was also found. Unexpectedly, there was no significant relationship between general business knowledge and IS modeling ability.

"Needs to Learn" as a Moderator for Computer Self-Efficacy (컴퓨터 자기효능의 조절변수로서의 필요성의 인식에 관한 연구)

  • 이정우;김사임
    • Journal of the Korean Operations Research and Management Science Society
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    • v.29 no.1
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    • pp.127-146
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    • 2004
  • While 'Computer self-efficacy' is widely studied In the social science field with regard to the training effectiveness, little research has focused on clarifying the role of 'needs' in relation to self-efficacy and outcome expectations. in this regard, this study investigated the effects of 'needs to learn computer shills,' extending the social cognitive theory. A survey instrument was adopted and modified from previous studies to measure behavioral modeling, prior experience, Perceived computer self-efficacy, Perceived needs to learn computer skills and outcome expectations. A total of 209 practitioners were surveyed in this study. As a result, most part of the social cognitive theory was again Proven to be effective, and the 'needs to learn computer skills' was proven to be significant as a moderating variable between computer self-efficacy and outcome expectations. Implications of the research were discussed, and further studies were suggested at the end.

The Effect of Intrinsic Motivation on Individuals' Performance and the Mediating Role of Job Stress in the Republic of Korea Army

  • Yongjoon Park;Sunggyun Shin
    • International Journal of Advanced Culture Technology
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    • v.12 no.1
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    • pp.144-157
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    • 2024
  • This study examines the relationship between intrinsic motivation and individuals' performance in the Republic of Korea armed forces and explores whether job stress mediates the relationship between intrinsic motivation and individuals' performance. The research questions are: (1) Does intrinsic motivation influence individual performance in military organizations? (2) Does job stress impact individual performance? and (3) Does job stress mediate the relationship between intrinsic motivation and individual performance? The study utilizes data collected from a 350 soldiers survey in the Special Forces Brigade and Special Assault Commando Regiment of the Republic of Korea's Army. We use structural equation modeling (SEM) to explore the mediation role among intrinsic motivation, job stress, and individuals' performance. Research findings suggest that intrinsic motivation negatively impacts job stress. We also find that job stress has a positive effect on firearm skills. Moreover, the study reveals that the relationship between intrinsic motivation and firearm skills is partially mediated by job stress.