• Title/Summary/Keyword: data information literacy

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A Study on the Perception of Artificial Intelligence Literacy and Artificial Intelligence Convergence Education Using Text Mining Analysis Techniques (텍스트 마이닝 분석기법을 활용한 인공지능 리터러시 및 인공지능 융합 교육에 관한 인식 연구)

  • Hyeok Yun;Jeongrang Kim
    • Journal of The Korean Association of Information Education
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    • v.26 no.6
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    • pp.553-566
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    • 2022
  • This study collects social data and academic research data from portal sites and RISS, and analyzes TF-IDF, N-Gram, semantic network analysis, and CONCOR analysis to analyze the social awareness and current aspects of 'AI Literacy' and 'AI Convergence Education'. Through this, we tried to understand the social awareness aspect and the current situation, and to suggest implications and directions. In the social data, the collection of 'AI Convergence Education' was more than twice that of 'AI Literacy', indicating that awareness of 'AI Literacy' was relatively low. In 'AI Literacy', the keyword 'human' in social data showed no cluster to which it belonged, indicating a lack of philosophical interest in and awareness of humanities and AI. In addition, the keyword 'Ministry of Education' showed high frequency, importance, and centrality of connection only in the social data of 'AI convergence education', confirming that 'AI convergence education' is closely related to government policy.

The Mediating Effect of Self-efficacy between the Elderly's Digital Information Literacy and Life Satisfaction (노인의 디지털 정보활용능력과 삶의 만족도의 관계에서 자기효능감의 매개효과 분석)

  • Choi, Hyeong-Im;Song, Inuk
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.6
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    • pp.246-255
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    • 2020
  • This study examined the mediating effects of self-efficacy on the relationships between digital information literacy and life satisfaction among the elderly. For this study, data were gathered from 396 adults over the age of 60 years in a welfare center for senior citizens in D Metropolitan City. Hierarchical regression analysis was performed to verify the mediating effects of self-efficacy on the relationship between digital information literacy and life satisfaction of the elderly. The analysis showed that the digital information literacy and self-efficacy were positively correlated. Moreover, higher digital information literacy had a positive effect on self-efficacy. Furthermore, the level of information literacy using digital devices had a positive effect on their life satisfaction. Therefore, the satisfaction of life in old age is increased by the medium of self-efficacy. Based on these findings, several measures for improving digital information literacy were discussed.

The Associations of Online Health Information Search and eHealth Literacy with Perceived Information Usefulness: Analysis in the Context of Diet and Weight Control (인터넷 건강정보이해능력과 정보탐색 유형별 인지된 정보유용성 분석: 다이어트 및 체중조절 관련 정보탐색을 중심으로)

  • Shim, Minsun;Jo, Heui Sug;Jung, Su Mi
    • Health Policy and Management
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    • v.28 no.2
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    • pp.119-127
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    • 2018
  • Background: This study aimed to examine (1) the patterns of online health information search with respect to seeking and scanning, and (2) how online search, along with eHealth literacy, predicts perceived information usefulness in the context of diet and weight control. Methods: Online survey was conducted with 299 adults from the consumer panel recruited for the purpose of quality assessment of the Korean National Health Information Portal in 2016. We conducted paired sample t-test and multiple logistic regression to address the research questions. Data analysis was performed using IBM SPSS Statistics ver. 24.0 (IBM Corp., Armonk, NY, USA) and SAS ver. 9.3 (SAS Institute Inc., Cary, NC, USA). Results: Of the respondents, 38.8% were 'high seek-high scanners,' 35.8% were 'low seek-low scanners,' 13.0% were 'high seek-low scanners,' and 12.4% were 'low seek-high scanners.' eHealth literacy was a significant, positive predictor of online information scanning (odds ratio [OR], 2.46; 95% confidence interval [CI], 1.41-4.29), but not for online information seeking (OR, 1.75; 95% CI, 1.00-3.05). With respect to perceived usefulness of online information seeking, online seeking (OR, 4.90; 95% CI, 2.19-11.00) and eHealth literacy (OR, 2.30; 95% CI, 1.11-4.75) were significant predictors. Perceived usefulness of online scanning had a significant association with online scanning (OR, 2.38; 95% CI, 1.08-5.22), but not with eHealth literacy. Conclusion: To increase the effectiveness of the health policy for online information search and related outcomes in the context of diet and weight control, it is important to develop education programs promoting eHealth literacy.

The Mediating Role of Self-Regulation Between Digital Literacy and Learning Outcomes in the Digital Textbook for Middle School English

  • LEE, Jeongmin;MOON, Jiyoon;CHO, Boram
    • Educational Technology International
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    • v.16 no.1
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    • pp.58-83
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    • 2015
  • Digital textbooks draw attention as a new format of educational material, using the advantages of information technology; this innovative learning tool requires consideration as a part of successful and effective learning. The main purpose of the article is to investigate the mediating role of self-regulation between digital literacy and learning outcomes (academic performance and learning motivation) when using digital textbooks as a learning tool in Middle School English. Both descriptive and regression analysis were used as data analyses methods. The main findings of this study were as follows: first, digital literacy and self-regulation significantly predicted academic performance and learning motivation; second, self-regulation fully mediated between digital literacy and academic performance; third, self-regulation partially mediated between digital literacy and learning motivation. The research results proved the effects of digital literacy and self-regulation on the learning outcomes and mediating role of self-regulation between digital literacy and learning outcomes. These results help to design and implement effective lessons when using a digital textbook in Middle school English.

Influence of Information Literacy and Perception of Patient Data Privacy on Ethical Values among Hospital Clinical Nurses (병원간호사의 정보활용능력과 개인정보보호에 대한 인식이 윤리적 가치관에 미치는 영향)

  • Seo, Hyung-Eun;Doo, Eun-Young;Choi, Sujin;Kim, Miyoung
    • Journal of Korean Academy of Nursing Administration
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    • v.23 no.1
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    • pp.52-62
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    • 2017
  • Purpose: The aim of this study was to elucidate clinical nurses' ethics germane to information literacy and perception of patient data privacy and thus help nurses to develop more positive and consolidated ethical values. Methods: For this study a descriptive survey design was used. Participants were 142 nurses who worked in a hospital and completed self-report questionnaires. Data were collected from August 1 to 5, 2016 and were analyzed using independent t-test, ANOVA, $Scheff{\acute{e}}$ test, Pearson correlation coefficients, and stepwise multiple regression with SPSS 22.0. Results: Ethical value had a positive correlation with information needs (r=.25, p=.002) in information literacy as well as in direct patient care (r=.27, p=.001), shift work (r=.20, p=.016), patient information management (r=.39, p<.001), and communication (r=.24, p=.004) in perception of patient data privacy. Patient information management, educational background, and age were significant variables predicting the level of ethical values and accounted for 21% of the variance. Conclusion: Ethical values education with particular emphasize on managing patient information should be encouraged for nurses who are younger and have a lower education level. Findings indicate a need for education programs to guide clinical nurses to utilize appropriate information when solving ethical challenges in every day nursing practice.

Data Literacy, Organizational Culture, and Data Analytics Maturity: Moderating Effect of Organizational Culture (데이터 리터러시와 데이터 분석 성숙도의 관계에서 조직문화의 조절효과)

  • Park, Chong-Nam;Cho, Yee-Un
    • Informatization Policy
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    • v.28 no.1
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    • pp.43-63
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    • 2021
  • The purpose of this research is to examine the relationships among data literacy, organizational culture, and data analytics maturity and the moderating effects of organizational culture. Analysis of the relationship between data literacy and data analytics maturity shows that the higher the data literacy competency of employees, the higher the organization's data analytics maturity. In examining the relationship between organizational culture and data analytics maturity, it is found that relationship culture and innovation culture are positively related to data analytics maturity. In addition, relationship culture and hierarchy culture show significant moderating effects. Relationship culture shows a synergistic effect, whereas hierarchy culture has a buffer effect between data literacy and data analytics maturity.

Analysis of the Relationship of Computer Science Literacy to Giftedness in Gifted Elementary School Students (초등 영재의 정보과학교과 수행능력과 영재성 간의 관계분석)

  • Shim, Jae-Kwoun;Kim, Ja-Mee;Lee, Won-Gyu
    • Journal of The Korean Association of Information Education
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    • v.15 no.3
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    • pp.365-373
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    • 2011
  • A basic ability test is conducted in recent days to screen gifted students who could make a contribution to the enhancement of national competitiveness in knowledge-based information society. A basic ability is here defined as an ability related to creativity and thinking faculty, and CS literacy is ruled out, though it seems that everybody needs CS literacy in knowledge-based information society. The purpose of this study was to examine the relationship between CS literacy and giftedness. The subjects in this study were 61 gifted students. The selected students participated in an CS program during a six-week period of time in order to find out the effect of the program. And it's found that there were gaps among the students in CS literacy according to the level of giftedness, and information science literacy has a statistically significant correlation to giftedness. Therefore a screening test of gifted students should cover CS literacy, as CS literacy seems to be mandatory for every field of information society.

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The Effect of e-Health literacy on Health Behavior in Health Science Majors (보건학전공 대학생의 e헬스 리터러시가 건강행위에 미치는 영향)

  • Lee, Seungmin;Nam, Younghee
    • The Journal of Korean Society for School & Community Health Education
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    • v.19 no.2
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    • pp.77-86
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    • 2018
  • Objectives: This study aimed identify of the level and effect of the e-health literacy and health behavior in health science majors Methods: The data was collected from March 5 to March 15, 2018 for student majoring in health science at a university in the C city. The data were analyzed with the SPSS 21.0. Results: First, the e-health literacy were statistically significant in grades (F=5.769, p=0.001), health interest (F=10.553, p<0.001) and health care time (F=3.841, p=0.023), and health behavior were statistically significant in subjective health condition (F=5.476, p=0.05), health interest (F=16.716, p<0.001), and health care time (F=28.479, p<0.001). Second, the e-health literacy were correlated with grades, health care time, economic level and health interest, and health behavior were related to health care time, e-health literacy, subjective health condition and health interest. Third, health behavior related factors were health care time, e-health literacy, grades, subjective health condition, and health interest. Conclusion: The related knowledge and skills should be applied to basic classes in order to ensure that health science majors care can accurately utilize the information on the e-health.

The effect of digital literacy on depressive symptoms among older Korean women: a mediation analysis focusing on the role of social support (여성 노인의 디지털 정보활용능력이 우울에 미치는 영향: 사회적 지지의 매개 효과를 중심으로)

  • Ahyoung Lee;Soondool Chung
    • Women's Health Nursing
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    • v.29 no.3
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    • pp.200-207
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    • 2023
  • Purpose: The purpose of this study was to investigate the relationship between digital literacy and depressive symptoms, as well as the mediating role of social support in this relationship, among older women (60 years and older) in Korea. Methods: This study analyzed data from the User Experience Evaluation Survey, which was conducted by the Ewha Institute for Age Integration Research to improve the accessibility of digital information for older adults research from May to September 2020. Survey data on depressive symptoms, digital literacy, and social support were analyzed using descriptive statistics, Pearson correlation coefficients, and multiple regression. Results: The factors influencing depressive symptoms among older women included work status (B=-.19, p=.01), social support (B=-.17, p<.001), self-rated health (B=-.13, p=.003), and digital literacy (B=-.10, p=.005), which had an explanatory power of 33%. In addition, social support played a mediating role in the relationship between digital literacy and depressive symptoms (B=-.05, SE=.02; 95% CI, -.09 to -.02). Conclusion: The findings of this study support the need to develop and apply interventions that promote digital literacy among older women to mitigate depressive symptoms by increasing social support.

Measuring the Level of Health Literacy and Influence Factors: Targeting the Visitors of a University Hospital's Outpatient Clinic (건강정보 이해능력 수준과 영향요인에 대한 고찰: 대학병원 외래 방문객을 대상으로)

  • Kim, Jeongeun
    • Journal of Korean Clinical Nursing Research
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    • v.17 no.1
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    • pp.27-34
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    • 2011
  • Purpose: The objective of this research was to measure health literacy level of the visitors of a university hospital's out patient clinic and to consider its influence factors. Methods: Subjects were 400 visitors in an outpatient clinic of a university hospital. By using self-report questionnaire which included Newest Vital Sign (NVS) and general information inquiry, the level of health literacy and its influence factors were measured. The data were analyzed by using t-test, ANOVA, and Pearson's correlation. Results: The NVS score of subjects was $3.54({\pm}1.91)$ out of maximum 6 scale. The factors that have significant relationships with the health literacy were age, sex, marital status, educational background, monthly income, health information source, number of diseases, number of medications and drinking status. Participants who are men, in old age, having lack of supportive relationship, having low levels of education, having low income, having more comorbid diseases & medications, tend to have lower NVS score compared to others. Conclusion: We suggest extending our research results for evaluating the risky group to improve the health literacy and to develop the strategic methods for better health outcomes.