• Title/Summary/Keyword: computer education for the elderly

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A Study the Activation of Care Management on Long-term Care Insurance System for the Elderly (노인장기요양보험제도의 캐어매니지먼트 활성화 방안에 관한 연구)

  • Park, Chun-Gyu;Son, Myeong-Dong
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2013.07a
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    • pp.163-164
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    • 2013
  • 노인장기요양보험 체계의 캐어매니지먼트 발달 배경과 제도적 문제점을 파악하여 이에 근거한 활성화 방안을 모색하였다. 기존의 케어매니지먼트는 선진국의 대인 서비스 기관에서 널리 보급되고 있는 사회복지실천의 분야이다. 특히 캐어매니지먼트 활성화를 위해 기존의 케어 대상자들이 양질의 서비스를 받을 수 있도록 케어매니저의 종합적인 지원체계와 교육훈련 및 업무에 관한 제도적 조항이 설정되어야 한다.

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A Study of Factors Influencing Health Perception in the Elderly (노인의 건강지각에 영향을 미치는 요인에 관한 연구)

  • Lee, Young-Hee;Choi, Soo-Jeong
    • Journal of Korean Academy of Nursing
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    • v.30 no.4
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    • pp.880-892
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    • 2000
  • The purpose of this study was to investigate the factors influencing health perception in the elderly, to provide the basic data for health behavior program and nursing intervention. The subjects of this study were 240 elderly person over the age 60, living in Seoul and Kangnung. They were conveniently sampled for this study and the data was collected from June 1999 to September 1999. The instruments for this study were the Health Perception Questionaire developed by Ware(1979), the OARS Functional Assessment Questionaire (Duke University 1978), and Multidimensional Health Locus of Control by Wallston, Wallston, and De Vills(1978). The data were analyzed by using SPSS Win computer Program. The results are as follows; 1. The total mean score of the health perception was 52.02(S.D=${\pm}$7.07) in a range of 33 to 69, and the mean score of the functional status was 27.02 (SD=${\pm}$2.75) in a range of zero to 28 and the mean score of the health locus of control was 65.66(S.D=${\pm}$8.68) in a range of 43 to 90. And The mean scores on the HLOC subscales were HLOC-I: 23.73${\pm}$4.56 (range: 6-30), HLOC-P: 23.07${\pm}$4.74 (range: 6-30), HLOC-C: 18.55${\pm}$4.03 (range: 11-30). 2. There was a significant positive correlation between health perception and functional status(r=.216, p=.001), and health perception and the health locus of control(HLOC) were not correlated at the level of statistical significance. However, the HLOC-I and health perception were correlated positively(r=.328, p=.000), and the HLOC-P were correlated negatively (r=-.129, p=.046). 3. There was a significant difference statistically in the degree of health perception according to the age(F=3.351, p=.002), spouse(t=2.232, p=.021), education level(F=7.373, p=.001), disease(t=3.639, p=.000), group activity (t=2.458, p=.015). drink(t=2.327, p=.021). 4. Stepwise multiple regression analysis revealed that the most powerful predictor of health perception was internal health locus of control. A combination of HOLC-I, functional status, HLOC-P, group activity explained 17.9% of the variance for health perception in the elderly. In conclusion, the results of this study show that internal health locus of control factor is very important in explaining the health perception for the elderly. Therefore, it will be considered internal health locus of control factor in nursing intervention and program in order to enforce the health behavior for elderly people .

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A Study on Educational Data Mining for Public Data Portal through Topic Modeling Method with Latent Dirichlet Allocation (LDA기반 토픽모델링을 활용한 공공데이터 기반의 교육용 데이터마이닝 연구)

  • Seungki Shin
    • Journal of The Korean Association of Information Education
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    • v.26 no.5
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    • pp.439-448
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    • 2022
  • This study aims to search for education-related datasets provided by public data portals and examine what data types are constructed through classification using topic modeling methods. Regarding the data of the public data portal, 3,072 cases of file data in the education field were collected based on the classification system. Text mining analysis was performed using the LDA-based topic modeling method with stopword processing and data pre-processing for each dataset. Program information and student-supporting notifications were usually provided in the pre-classified dataset for education from the data portal. On the other hand, the characteristics of educational programs and supporting information for the disabled, parents, the elderly, and children through the perspective of lifelong education were generally indicated in the dataset collected by searching for education. The results of data analysis through this study show that providing sufficient educational information through the public data portal would be better to help the students' data science-based decision-making and problem-solving skills.

Development of a Web-based Senescence Preparation Education Program for Successful Aging for Middle-aged Adults (중.장년층의 성공적 노후를 위한 웹기반 노년기 준비 교육프로그램의 개발)

  • Jung, Young-Mi
    • Journal of Korean Academy of Nursing
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    • v.38 no.6
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    • pp.831-842
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    • 2008
  • Purpose: The purpose of this study was to develop a web-based senescence preparation education program to promote successful aging. Methods: This program was developed based on Network-Based Instructional System Design (NBISD) model, using the following 5 processes: analysis, design, development, implementation, and evaluation. The program was operated for 10 weeks from March 17 to May 25, 2008. Results: There were 4 menu bars, introduction, related data, lecture room, and communication on the main page. In the operation of this program, HTML, ASP, JAVA Script, Namo web editor, Edit Plus, Front Page and multimedia technology were applied. The program content consisted of understanding elderly people, physical health, activity & exercise, nutrition, medication use, psychological health, intellectual health, understanding death, welfare system and leisure activity. Conclusion: This program could be a useful means to provide senescence preparation information to middle-aged adults. Also, it is expected to offer individualized learning opportunities to many learners in various settings. Nurses should further develop and facilitate various learning strategies including web-based programs for elder care.

An Analysis on the Internet Uses and Barriers of the Older Adults in Korea (고령층의 인터넷 활용 및 장애 요인 분석)

  • Kim, Heesop;Kim, Pansoo;Lee, Misook
    • Journal of the Korean Society for Library and Information Science
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    • v.48 no.1
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    • pp.257-276
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    • 2014
  • The purpose of this study is to investigate the patterns and barriers of the Internet for the elderly adults in Korea. Data was collected through the face to face interview using a questionnaire for the residence of Daegu and Kyungsang Buk-Do areas targeted over the 60-years-olds elder adults. A total of 119 valid response data were analyzed with the descriptive statistics and the group differences by age and gender using SPSS 18.00. It found that the most of the elder adults access the Internet to seek the entertainment contents, the knowledge-related contents, and the cultural and art contents. They spend most of the Internet online session to do searching information and enjoying movie and music. However, there were age differences and gender differences within the subjects. The complexity of computer and the Internet usage is one of the barriers for the Internet access, and they suggest that a customized education and training courses of computer literacy for the elderly adults would be the ways of resolve those obstructions.

A Study on Analyzing the Degree of Conforming to Web Accessibility by the Center for Teaching and Learning Support of Cities and Provinces (시·도 교육청 교수학습지원센터의 웹 접근성 준수 정도 분석)

  • Kim, MiJeong;Kim, JaMee
    • The Journal of Korean Association of Computer Education
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    • v.21 no.2
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    • pp.59-71
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    • 2018
  • The purpose of this study is suggesting the direction for improving web accessibility by analyzing the state of abiding by the web accessibility by the centers for teaching and learning support at the education offices in cities and provinces which provide the learning and teaching materials to the K-12 members and the interested people. For this aim, nine centers for teaching and learning support were evaluated. The primary manual evaluation by two experts and the evaluation by 18 users were conducted. The users were comprised of hearing-impaired people, visually-impaired people, brain-disabled people, the elderly, various browser users, and a variety of operating system users. As a result of the analysis, not a single center for teaching and learning support had conformed to web accessibility in the expert evaluation and the user evaluation. As a result of the expert evaluation, the errors regarding web design improvement, HTML source error correction, and provision of alternative measures for the disabled were found. This study is meaningful in the sense that it provided various discussions with regard to the direction of the future web accessibility evaluation based on the improved web accessibility evaluation method.

Cognitive Impairment Prediction Model Using AutoML and Lifelog

  • Hyunchul Choi;Chiho Yoon;Sae Bom Lee
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.11
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    • pp.53-63
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    • 2023
  • This study developed a cognitive impairment predictive model as one of the screening tests for preventing dementia in the elderly by using Automated Machine Learning(AutoML). We used 'Wearable lifelog data for high-risk dementia patients' of National Information Society Agency, then conducted using PyCaret 3.0.0 in the Google Colaboratory environment. This study analysis steps are as follows; first, selecting five models demonstrating excellent classification performance for the model development and lifelog data analysis. Next, using ensemble learning to integrate these models and assess their performance. It was found that Voting Classifier, Gradient Boosting Classifier, Extreme Gradient Boosting, Light Gradient Boosting Machine, Extra Trees Classifier, and Random Forest Classifier model showed high predictive performance in that order. This study findings, furthermore, emphasized on the the crucial importance of 'Average respiration per minute during sleep' and 'Average heart rate per minute during sleep' as the most critical feature variables for accurate predictions. Finally, these study results suggest that consideration of the possibility of using machine learning and lifelog as a means to more effectively manage and prevent cognitive impairment in the elderly.

Age-related Changes in Multi-finger Synergy during Constant Force Production with and without Additional Mechanical Constraint

  • Park, Yang Sun;Kwon, Hyun Joon;Koh, Kyung;Shim, Jae Kun
    • Korean Journal of Applied Biomechanics
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    • v.26 no.2
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    • pp.175-181
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    • 2016
  • Objective: The aim of this study was to investigate age-related changes of multi-finger synergy during a constant force production task with and without an additional mechanical constraint. Method: Fourteen elderly subjects (age: $78.50{\pm}4.63yrs$, height: $157.29{\pm}8.97cm$, weight: $65.13{\pm}6.93kg$) and 14 young subjects (age: $21.13{\pm}1.35yrs$, height: $171.57{\pm}8.43cm$, weight: $70.29{\pm}16.77kg$) participated in this study. The subjects were asked to place their index and middle fingers on two force transducers fixed on a small non-moving teeterboard and produce 10 N by pressing the sensors while watching force feedback on a computer screen under the no additional constraint condition (NAC). The subjects also performed the same task with an additional mechanical constraint (AC) where the subjects were asked to balance a teeterboard that could be rotated by finger forces. An uncontrolled manifold approach was used to calculate within-trial and between-trial multi-finger synergy indices, variance in uncontrolled subspace ($V_{UCM}$), and variance in subspace orthogonal to UCM subspace ($V_{ORT}$). Two-way repeated measured ANOVA was performed with the within-factor of task condition (with and without an additional constraint) and the between factor of groups (elderly and young). Results: The elderly group showed significantly increased within-trial $V_{ORT}$ in AC compared with NAC (p < .05) while the young group showed no significant difference between AC and NAC. There was no significant group difference for within-trial $V_{UCM}$. Between-trial $V_{ORT}$ remained unchanged between groups and conditions. However, between-trial $V_{UCM}$ for the elderly group significantly decreased in AC as compared to NAC, along with no significant difference for the young group. For multi-finger synergy, there was no significant group difference of within-trial synergy. However, between-trial synergy for the elderly group significantly decreased in AC as compared to NAC (p < .05). Conclusion: Our results indicate that aging decreased consistency (i.e., ability to perform the task on a moment-to-moment basis) with an additional mechanical constraint. In addition, aging was associated with decreased multi-finger synergy on a trial-to-trial basis.

Design Method of Active Standing-to-Walking Assistive Device for Rehabilitation Therapy (재활치료를 위한 능동형 기립-보행 보조기구 설계 방법)

  • Seong-Jun Kim;Sae-Jin Kim;Yun-Mo Kang;Yu-Sin Jeon;Chae-Hun An
    • Journal of the Korean Society of Industry Convergence
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    • v.26 no.6_3
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    • pp.1315-1323
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    • 2023
  • Rehabilitation assistive devices not only assist the rehabilitation therapy and daily life of the disabled and the elderly, but also assist the labor of their caregivers, so various functions are required to improve their quality of life. In this study, a design method considering its practicality is introduced for an active rehabilitation assistive device that can perform both standing and walking assistance by driving various actuators. For this purpose, the force required to assist standing was calculated using statics with the body segmentation method. Also, the overturning stability of the device was verified for various physical conditions and postures. The actuator in the active rehabilitation assistive device was operated by a patient using a graphical user interface in an embedded computer and a touch panel for easy usage. The detailed design was performed for implementation through the help of 3D-CAD and the finite element analysis, and a prototype was produced. Finally, it was proven that the design goal was satisfied by experimental validation.

The Relationship Between the Elderly's Ability to use Information Technology and Social Capital: Verification of the Mediating Effect of Digital Device use Efficacy (노인의 정보화기기 활용 능력과 사회자본의 관계: 디지털 기기 이용 효능감 매개효과 검증)

  • Jun-Su Kim;Woo-Hong Cho;Young-Eun Jang;Kil-Hee Byon;Dea-Hun Choi;Mee-Kyung Kim
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.07a
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    • pp.327-330
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    • 2023
  • 본 연구의 목적은 노인의 정보화기기 활용 능력이 사회자본 형성에 미치는 영향을 분석하고 이러한 관계에서 노인의 디지털기기 이용 효능감이 갖는 매개효과를 검증하는 데 있다. 이를 위해 2022년 실시한 디지털정보격차 실태조사 자료를 활용하여 SPSS 25.0 통계프로그램으로 개인의 인구사회학적특성, 정보화기기 중 PC, 모바일 기기 활용능력, 디지털기기 이용 효능감을 독립변수로 하고 노인의 사회자본을 종속변수로 하여 영향 관계를 분석하였다. 또한, 디지털기기 이용 효능감을 매개변수로 설정하여 노인의 정보화기기 활용 능력이 사회자본 형성에 미치는 영향에 매개효과가 있는지 검증하였다. 그 결과, 노인의 사회자본 형성에 미치는 영향 요인은 남성보다 여성의 사회자본 수준이 높았고, 나이가 많은 사람, 월평균 소득이 높은 사람, 다른 가족과 함께 거주하는 노인의 사회자본 수준이 높은 것으로 분석되었다. 독립변수인 PC활용능력은 통계적으로 유의미한 영향이 없었고, 모바일기기 활용 능력과 디지털기기 이용 효능감이 높을수록 사회자본이 증가하는 것으로 분석되었다. 이후 노인의 정보화기기 활용 능력이 사회자본에 미치는 영향을 디지털기기 이용 효능감이 매개하는지 분석하기 위해 Baron과 Kenny(1986)의 3단계 모형으로 분석한 결과, pc활용능력 → 디지털기기 이용 효능감 → 사회자본에 이르는 경로와 모바일기기 활용능력 → 디지털기기 이용 효능감 → 사회자본에 이르는 매개효과 경로는 통계적으로 유의미한 결과로 나타났다. 이러한 연구결과를 바탕으로 노인의 정보화기기의 접근성 향상을 위한 교육기관의 노력과 단순한 컨텐츠 위주의 교육에서 보다 실용적이고 즉시적인 교육 콘텐츠 전환 등 실천적 노력에 대해 제언하였다.

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