• 제목/요약/키워드: Academic Data

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Mediating effects of academic self-efficacy in the relationship between academic stress and sleep quality among academic high school students (인문계 고등학생의 학업 스트레스와 수면의 질 관계에서 학업적 자기효능감의 매개효과)

  • Bae, Eun Sook;Kang, Hye Seung;Lee, Ha Na
    • The Journal of Korean Academic Society of Nursing Education
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    • v.26 no.3
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    • pp.281-289
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    • 2020
  • Purpose: This study aimed to confirm mediating effects of academic self-efficacy in the relationship between academic stress and sleep quality among academic high school students. Methods: The participants included 195 academic high school students who were attending a private educational institution in the Gwangju or Pusan metropolitan city. Data were collected from September 1 to September 30, 2019. The data were analyzed using PROCESS macro SPSS/WIN 3.2 and bootstrapping was used to test the mediating effects. Results: There were significant relationships between sleep quality and academic stress (r=-.55, p<.001), sleep quality and academic self-efficacy (r=.35, p<.001), and academic stress and academic self-efficacy (r=-.16, p<.020). Academic self-efficacy showed partial mediating effects in the relationship between academic stress and sleep quality. Conclusion: These findings suggest that the development of a program that improves the academic self-efficacy of academic high school students who are experiencing academic stress is a way to improve the quality of their sleep.

Analysis of Academic Achievement Data Using AI Cluster Algorithms (AI 군집 알고리즘을 활용한 학업 성취도 데이터 분석)

  • Koo, Dukhoi;Jung, Soyeong
    • Journal of The Korean Association of Information Education
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    • v.25 no.6
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    • pp.1005-1013
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    • 2021
  • With the prolonged COVID-19, the existing academic gap is widening. The purpose of this study is to provide homeroom teachers with a visual confirmation of the academic achievement gap in grades and classrooms through academic achievement analysis, and to use this to help them design lessons and explore ways to improve the academic achievement gap. The data of students' Korean and math diagnostic evaluation scores at the beginning of the school year were visualized as clusters using the K-means algorithm, and as a result, it was confirmed that a meaningful clusters were formed. In addition, through the results of the teacher interview, it was confirmed that this system was meaningful in improving the academic achievement gap, such as checking the learning level and academic achievement of students, and designing classes such as individual supplementary instruction and level-specific learning. This means that this academic achievement data analysis system helps to improve the academic gap. This study provides practical help to homeroom teachers in exploring ways to improve the academic gap in grades and classes, and is expected to ultimately contribute to improving the academic gap.

An Exploratory Study of Biotechnology Scientists' Research Data Sharing Intention: The Moderating Effects of Academic Reputation (생명공학 분야 연구자의 연구데이터 공유 의도에 영향을 미치는 요인에 관한 연구: 학술적 평판의 조절효과를 중심으로)

  • Kim, Sun
    • Journal of the Korean Society for information Management
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    • v.39 no.1
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    • pp.45-68
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    • 2022
  • The objective of this study is to investigate the factors which influence biotechnology scientists' data sharing intention. This study employed Ostrom's theory of collective action. The target population of this study includes scientists and students of biotechnology field in South Korea. A total of 411 responses which collected by e-mail were used for the final data analysis. The summary of this study is as follows. First, norm of data sharing and academic reciprocity were found to have significant positive influences on data sharing intention directly. Second, perceived community trust was found to have significant positive influences on data sharing intention when academic reciprocity was the mediator. Third, academic reputation showed the moderating effects on the relationship between norm of data sharing and academic reciprocity, and between norm of data sharing and data sharing intention. These findings show that researchers can approach the data sharing behaviors by using the mechanism of trust, norms, reciprocity, and reputation and indicate necessity for a development of academic reputation system to promote more data sharing behaviors of researchers.

Learning motivation of groups classified based on the longitudinal change trajectory of mathematics academic achievement: For South Korean students

  • Yongseok Kim
    • Research in Mathematical Education
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    • v.27 no.1
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    • pp.129-150
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    • 2024
  • This study utilized South Korean elementary and middle school student data to examine the longitudinal change trajectories of learning motivation types according to the longitudinal change trajectories of mathematics academic achievement. Growth mixture modeling, latent growth model, and multiple indicator latent growth model were used to examine various change trajectories for longitudinal data. As a result of the analysis, it was classified into 4 subgroups with similar longitudinal change trajectories of mathematics academic achievement, and the characteristics of the mathematics subject, which emphasize systematicity, appeared. Furthermore, higher mathematics academic achievement was associated with higher self-determination and higher academic motivation. And as the grade level increases, amotivation increases and self-determination decreases. This study suggests that teaching and learning support using this is necessary because the level of learning motivation according to self-determination is different depending on the level of mathematics academic achievement reflecting the characteristics of the student.

Effect of Exam Anxiety, Academic Stress and Alcohol Dependence on Academic Achievement of Nursing Students

  • Jo-Eun YU;Mi-Young SON;Yeo-Myung YOON;Eun-Seo AN;Si-Eun YU;Jeong-Eun YOO;Do-Young LEE
    • Journal of Wellbeing Management and Applied Psychology
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    • v.6 no.4
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    • pp.33-39
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    • 2023
  • Purpose: The purpose of this study is that the college age is an important transition period from youth to adulthood. Nursing students are unfamiliar with their field of study and need to adapt to a large amount of academic and practical training, so that they can have a better college life. An attempt was made to determine the effect of exam anxiety, academic stress, and alcohol dependence on the academic achievement of nursing students. Research design, data, and methodology: The subjects of the study were 130 students from all grades who agreed to participate in the study after expressing convenience among students attending the Department of Nursing at a university in Gyeongnam. The data collection period was from August 15 to September 15, 2023. It was about a month. The data investigation was conducted through a self-report survey. Results: Results showed that significant variables included exam anxiety, academic stress, alcohol dependency, parent relationships, peer relationships, and major satisfaction, explaining a total variance of 31.9%. Among these, the most influential factor was academic stress (β=-.352). Conclusions: This study identify factors influencing the academic achievement of nursing college students and hopes to contribute to formulating strategies for their growth and competence development.

Effects of Academic Stress and Academic Self-Efficacy on Positive Psychological Capital of Nursing Students (간호대학생의 학업스트레스, 학업적 자기효능감이 긍정심리자본에 미치는 영향)

  • Jung, Mi-Ra
    • Journal of Korean Clinical Health Science
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    • v.10 no.1
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    • pp.1578-1586
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    • 2022
  • Purpose. The purpose of this study was to examine relationships among academic stress and academic self-efficacy on positive psychological capital and identify the factors that influence on positive psychological capital in the nursing students. Methods. The data were collected from 184 nursing students in the five colleges located Y and S city using self-reported questionnaires and Oct. 25 2020 to Nov. 5 2020. The data were analyzed by descriptive statistics, T-test, ANOVA, Pearson's correlation coefficient, and multiple regression with SPSS 20.0 program. Results. The result of positive psychological capital was found to be in a significant positive correlated with academic self-efficacy. the multiple regression indicates the Major satisfaction and academic self-efficacy 22.1%(F=11.4 P<.001) of positive psychological capital. Conclusions. Therefore, it is necessary to develop academic self-efficacy increase education program for strategy positive psychological capital in nursing students.

[Retracted]Data management of academic information system using data quality diagnosis technique ([논문철회]데이터 품질진단 기법을 이용한 학사정보시스템의 데이터 관리)

  • Ryu, Donghwan;Sung, Mikyung;Lee, Jieun;Jung, Hoekyung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.4
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    • pp.598-604
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    • 2022
  • The academic information system of a university is the core system of the university, and since it has to manage all the various activities in the university, such as student academic records, it becomes complicated every year and the data increases indiscriminately. As a result, the reliability of the data of the academic information system is lowered, which causes communication problems with users and may cause a major failure in the system. Therefore, in this paper, column attribute analysis, allowable value list analysis, string pattern analysis, date type analysis, and unique value analysis methods were designed for the academic information system using the data profiling technique of data quality management. In the implementation stage, the script was implemented using the above five analysis methods, and by executing the script, errors by type of the academic information system were found, the cause of the error was found and corrected inside the system, and the probability of internal system failure was lowered.

The Effects of academic self-efficacy, grit, learned helplessness on academic delay behavior in college students (대학생의 학업적 자기효능감, 그릿, 학습된 무기력이 학업지연행동에 미치는 영향)

  • Hyunsu Ko;Jeongeun Yu;Eunjo Moon;Junghee Park
    • The Korean Journal of Emergency Medical Services
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    • v.27 no.3
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    • pp.101-111
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    • 2023
  • Purpose: This study attempted to identify how academic self-efficacy, grit, and learned helplessness influence Academic delay behavior in college students and provide a foundation for reducing Academic delay behavior in college students. Methods: Data was collected from October 12, 2023 to October 30, 2023 using a structured questionnaire from 170 college students at a university in City D. The data was collected using a structured questionnaire. Results: Academic delay behaviors were significantly negatively correlated with academic self-efficacy (r=-.371, p<.001) and grit (r=-.562, p=.012), and significantly positively correlated with learned helplessness (r=.341, p<.001). Conclusion: Finally, In order to reduce academic delay behaviors among college students, it is necessary to actively utilize educational environments that promote academic achievement and grit, academic-related counseling programs, and learning environments that do not suffer from academic helplessness.

A Study on the based on FRAD Conceptual Model based Authority Data Scheme for Academic Papers (FRAD 개념 모형 기반의 학술논문 전거데이터 구조에 관한 연구)

  • Lee, Seok-Hyoung;Kwak, Seung-Jin
    • Journal of the Korean Society for Library and Information Science
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    • v.45 no.3
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    • pp.235-257
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    • 2011
  • In this study, we proposed the FRAD concept model of authority data schema for author, organization and journal titles included in the academic papers. Academic information includes author names, affiliations, publishers, journals and conferences. They are used as access points, and there are multiple relationships among these entities. It is expected that the use of authority data for academic information based on FRAD conceptual model could improve more accurate retrieval of information, systematic management of academic information, and various forms of knowledge representation. In this study, our entity-relationship authority data will be linked to the document, and included the several properties and relationship to identify the object.

Prediction of elementary school academic performance abilities for young children's academic abilities and preparation for learning, which the mothers and the teachers rated

  • Lee, Kyoung-Jin;Park, Ji-Hee
    • International Journal of Advanced Culture Technology
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    • v.9 no.1
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    • pp.136-142
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    • 2021
  • This study was conducted by researchers to compare the differences between the ratings of mothers and teachers on young children's academic ability and learning ability, and to confirm their influence on elementary school academic performance ability. This study was conducted using data from the 7th year(2 014) and 10th year(2017) of the panel study on Korean children. The analysis data were individual basic background, academic ability, preparation for learning, and academic performance ability. 600 children were used for the study. We suggests that close interaction and cooperation between mother and teacher are necessary to support young children's academic ability and learning preparation.