• Title/Summary/Keyword: data literacy

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The Effects of the Level of Health Literacy and Self-care Activities on Quality of Life of Patients with Diabetes in Korea (당뇨병 환자의 헬스 리터러시 수준과 자기 간호행위가 삶의 질에 미치는 영향)

  • Kang, Soo Jin;Park, Chanho
    • Research in Community and Public Health Nursing
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    • v.31 no.2
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    • pp.189-198
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    • 2020
  • Purpose: The purpose of this study was to identify levels of health literacy and examine the effects of health literacy and self-care activities on quality of life of patients with type 2 diabetes. Methods: A cross sectional design was used. Questionnaires were administered via the Gallup to 500 Korean patients with diabetes in Seoul and Gyeonggi areas. The data were analyzed using descriptive statistics, independent t tests, one way ANOVA, and hierarchical regression. Results: Of 500 patients, 12.4% (n=62) indicated 'inadequate' health literacy, and 43.8% (n=219) reported 'marginal' or 'adequate' health literacy. Levels of health literacy significantly differed by demographic characteristics, self-care activities, and quality of life. The factors that had a significant effect on quality of life included inadequate health literacy (B=3.63, p=.042) and marginal health literacy (B=3.84, p=.002); however, no significant relationship was found for self-care activities (B=0.01, p=.827). Conclusion: The results of this study demonstrate a need for further research with large samples using Korean Health Literacy Scale for Diabetes Mellitus to establish the relationships between health literacy, diabetes self-care activities, and quality of life.

The Effect of MZ Generation Sense of Community on Political Efficacy : Focusing on the News Literacy Mediation Effect (MZ세대의 공동체 의식이 정치효능감에 미치는 영향 : 뉴스리터러시의 매개효과를 중심으로)

  • Kim Jinhee;Kim Namsook
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.19 no.3
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    • pp.89-103
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    • 2023
  • The purpose of this study is to investigate the mediating effect of news literacy in the relationship between sense of community and political efficacy. This study conducted a survey targeting the MZ generation. The survey was conducted online, and data from 309 cases were used for analysis. The research results are as follows. As a result of correlation analysis between sense of community, political efficacy, and news literacy, it was found that there was a statistically significant correlation between sense of community and news literacy sub factors. Second, the relationship between sense of community and political efficacy was found to have a significant positive effect on political efficacy as sense of community increased. Third, the relationship between sense of community and news literacy was confirmed to have a significant positive effect on news literacy as sense of community increased. Fourth, regarding the relationship between news literacy and political efficacy, it was confirmed that news literacy has a significant effect on political efficacy. Fifth, in the relationship between sense of community and political efficacy, news literacy was found to mediate the relationship between sense of community and political efficacy of the MZ generation. Based on the research results, news literacy education is required from the perspective of civic education, and differentiated educational contents by age are proposed.

Health Literacy on Patients, Perceived by Nurses in Hospital : Focusing on Focus Group Interview Approach (간호사가 인식한 환자의 건강문해력 : 포커스그룹 인터뷰를 중심으로)

  • An, Jisook
    • The Journal of the Convergence on Culture Technology
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    • v.6 no.4
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    • pp.583-590
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    • 2020
  • This study examined the perceptions of health literacy on inpatient and outpatient patients among nurses currently in the field. The study participants consist of ten nurses working for general hospitals in Seoul and Busan. The data was collected from focus group interviews and all interviews were recorded and transcribed. Data were analyzed by using the content analysis method. Nurses recognized that there was a difference in the patient's health literacy level according to the patient's age, education, income level, underlying disease, and emotional state. This study suggests implementing 1) education programs to increase nurses' awareness of the importance of health literacy, to make accurate assessments of patent level of health literacy and communicate with them accordingly, and 2) support system for patients with poor health literacy.

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.

Data Literacy Education in Design Curriculum of Higher Education Focused on Development of Design-Data Convergence Curriculum (디자인 교과과정에서의 데이터 문해력 교육에 관한 연구 -디자인-데이터 융합 교과 개발 사례를 중심으로)

  • Lee, Hyun Jhin
    • The Journal of the Korea Contents Association
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    • v.22 no.5
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    • pp.685-696
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    • 2022
  • This study explores convergence curriculum for design and data science, and applies data science knowledge on undergraduate design classes for designer's data literacy. First, related studies about data literacy education for non-data science major's, and data driven design project cases are explored, then design competency and data competency based on NCS are studied. Then this study developed 3 step design-data convergence curriculum model for designers' data literacy. The curriculum model is applied on case study classes, which are Big data and UX design(2) classes. The learning results and student's feedback of the case study classes are collected and analyzed to prove the design-data convergence curriculum, and the results provide findings and implications of the design-data convergence class case study.

Patients' Self-rating and Nurses' Rating on Health Literacy of Hospitalized Patients (입원환자 의료정보이해능력에 대한 환자 자가평가와 간호사 평가)

  • Park, Soonjoo
    • The Journal of the Korea Contents Association
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    • v.17 no.4
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    • pp.434-443
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    • 2017
  • The study was carried out to identify the relationship of patients' self-rating and nurses' rating on health literacy of hospitalized patients. Data were collected using the Korean Functional Health Literacy Test (KFHLT) which was revised for hospitalized patients and Single Item Literacy Screener. A total of 178 subjects, which consisted of 89 hospitalized patients and 89 nurses taking care of them, were recruited from medical and surgical wards of E university hospital. Collected data were analyzed using SPSS 23.0 program. The results showed that the average health literacy score of the subjects was $11.45{\pm}4.22$ out of 17 and the average correct answer rate was 67.3%. Patient health literacy was significantly different by age, education, occupation and reading handouts. The patients' self-rating had significant correlation with health literacy measured by KFHLT while nurses' rating did not. There was no significant correlation between patients' self-rating and nurses' rating. The findings suggest that patients' self-rating might be available to assess patient health literacy in hospitals and a careful approach is required when nurses use a single-item rating.

Health Literacy and Health Status of Korean-Chinese Elderly People Living in Yanbian, China (중국 연변지역 조선족 노인들의 의료정보 이해능력과 건강상태)

  • Li, Chun-Yu;Lee, Og-Cheol;Shin, Gi-Soo;Li, Xian Wen
    • Journal of Korean Academy of Nursing
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    • v.39 no.3
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    • pp.386-392
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    • 2009
  • Purpose: This descriptive study was done to identify the relationship between health literacy and health status and to provide basic data for developing nursing interventions for Korean-Chinese elders living in Yanbian, China. Methods: For data collection, intentional sampling of 300 elders was used. The questionnaire was composed of 5 items based on "Ministry of Health, the People's Republic of China(2008)" to measure health literacy, 33 health status items from the "Korean Health Status Measure for Elderly People" developed by Shin(2002), revised for use in China, and 9 general characteristics. Data were analyzed using SPSS Win 13.0 program. Results: Total level of health literacy was relatively high(68.7%). Elders had high scores for taking medicines according to doctor's instruction, but lower ones for full comprehension through communication with doctors. Health status was high for emotional, physical, and social function in that order. There were significant differences between general characteristics and health status for gender, age, marital status, education, family, smoking, and alcohol consumption in that order. Results of multiple regression analysis for factors influencing health status showed that self-report health level was the most influential, followed by health literacy, age, gender. Conclusion: Health literacy is the main factor affecting health promotion among minority elders indicating a need to develop health promotion programs for elders who have low health literacy.

A Study On The Difference By Health Literacy Level Of Chronic Patients Analyzed By Medical Big Data (의료 빅데이터로 분석한 만성질환자의 건강정보 수준별 차이 연구)

  • Park Saehan;Lee Sangyeop;Han Giheon;Kim Jiyeon;Koo Jeehyun;Jung Byoungho
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.19 no.4
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    • pp.73-86
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    • 2023
  • The purpose of this study is to prepare basic data that can be applied to the development of personalized programs in which chronic patients can actively participate in health care on their own, by analyzing the relationship between health literacy, level of metal health, and level of life health of patients with chronic diseases. For the study, the Korean Medical Panel's annual data(Version 2.1) was used, and 4,095 people aged 19 or older with chronic diseases and without disabilities were extracted, and frequency analysis, t-test, ANOVA, and chi-squared goodness of fit test, etc. were performed with IBM SPSS Statistics 26.0. As a result, it was found that the higher health literacy, the higher level of mental health and level of life health. In addition, the distribution between health literacy, level of mental health, and level of life health was found to be different from each other. Respondents with higher ability to health literacy tend to evaluate level of metal health and life health lower, and the rate of change in this trend was relatively higher than the rate of change in the tendency to evaluate level of mental health and life health higher in respondents with lower ability to health literacy.

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.