• Title/Summary/Keyword: education for older adults

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Keyword Network Analysis and Topic Modeling of News Articles Related to Artificial Intelligence and Nursing (인공지능과 간호에 관한 언론보도 기사의 키워드 네트워크 분석 및 토픽 모델링)

  • Ha, Ju-Young;Park, Hyo-Jin
    • Journal of Korean Academy of Nursing
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    • v.53 no.1
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    • pp.55-68
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    • 2023
  • Purpose: The purpose of this study was to identify the main keywords, network properties, and main topics of news articles related to artificial intelligence technology in the field of nursing. Methods: After collecting artificial intelligence-and nursing-related news articles published between January 1, 1991, and July 24, 2022, keywords were extracted via preprocessing. A total of 3,267 articles were searched, and 2,996 were used for the final analysis. Text network analysis and topic modeling were performed using NetMiner 4.4. Results: As a result of analyzing the frequency of appearance, the keywords used most frequently were education, medical robot, telecom, dementia, and the older adults living alone. Keyword network analysis revealed the following results: a density of 0.002, an average degree of 8.79, and an average distance of 2.43; the central keywords identified were 'education,' 'medical robot,' and 'fourth industry.' Five topics were derived from news articles related to artificial intelligence and nursing: 'Artificial intelligence nursing research and development in the health and medical field,' 'Education using artificial intelligence for children and youth care,' 'Nursing robot for older adults care,' 'Community care policy and artificial intelligence,' and 'Smart care technology in an aging society.' Conclusion: The use of artificial intelligence may be helpful among the local community, older adult, children, and adolescents. In particular, health management using artificial intelligence is indispensable now that we are facing a super-aging society. In the future, studies on nursing intervention and development of nursing programs using artificial intelligence should be conducted.

The Analysis of the Effects of Physical Activity on Impaired Fasting Glucose in Adults Over 20 Years of Age

  • Joo-Won Yoon
    • Journal of The Korean Society of Integrative Medicine
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    • v.11 no.2
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    • pp.181-196
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    • 2023
  • Purpose : The purpose of this study was to investigate the effects of physical activity on impaired fasting glucose in adults aged 20 years or older. Methods : This study utilized raw data from the 8th National Health and Nutrition Examination survey (2019~2021). The subjects of this study were 5,344 adults aged 20 years or older who were confirmed to be free of diabetes. The control variables in this study model are health behavior characteristics (subjective health status, smoking, drinking), anthropometric characteristics (body mass index), and personal background characteristics (gender, age, income level, education level, marital status). As for the analysis method, the degree of physical activity was made into a dummy variable, and a probit model was used. Results : As a result of this study, compared to quartile 1 of the relative grip strength value obtained by dividing the grip strength by the body mass index (body mass index, kg, m2), fasting blood glucose levels were significantly higher in quartile 2 (.05, p<.01), quartile 3 (.04, p<.01), and quartile 4 (.04, p<.01). It was found that the probability of belonging to the normal category was higher than that of impaired fasting glucose. In addition, in the group of adults aged 20 or older who had a lot of aerobic and anaerobic physical activity, fasting blood sugar was more likely to be in the normal category. Conclusion : Based on the results of this study, it was suggested that diabetes should be managed through physical activity in the pre-diabetic stage, as prevention is important as well as treatment. From a practical point of view, muscle strength, such as grip strength, can be identified as a reliable indicator for identifying impaired fasting glucose.

Usability Evaluation and Company Supporting of Senior-friendly Products (고령친화제품 사용성평가 및 기업지원)

  • Jung, Kwang-Tae;Chun, Keyoung-Jin;Won, Byeong-Hee
    • The Journal of Korean Institute for Practical Engineering Education
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    • v.2 no.2
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    • pp.157-164
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    • 2010
  • In these days, the frequency in use of senior friendly products including walker, mattress preventing bedsore, etc. is going up by an increase in the elderly population. In the case of the elderly, bad ergonomic design causes some problems in the aspects of usability and safety. In fact, lots of accidents came from using senior friendly products. In this paper, older adults' usability when using senior friendly products was studied through industry-university collaboration. Usability evaluation program was developed to support companies that develop or manufacture a senior-friendly product. Walker and mattress preventing bedsore were evaluated in aspect of its usability and the result were provided to the company.

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The Effect of Early Health Status on Income during Old-Age Period (노년초기 건강상태가 노후소득수준에 미치는 영향)

  • Kim, Jeungkun
    • The Journal of the Korea Contents Association
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    • v.19 no.12
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    • pp.593-603
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    • 2019
  • The purpose of this study is to analyze the effect of early health status on income status as young old adults grow older. Using Korean Retirement & Income Study(KReiS), this study finally included 923 older adults who were fully present from the first wave (2005) to the sixth wave (2015) for 10 years. The results of descriptive analysis show that the difference of income occurs due to the difference of health status at the early old age. In other words, older adults with good health status at the early old age(56 ~ 60 years old) have a relatively higher income level for 10 years compared with older adults with poor healthy status. In multiple regression analysis, the results represent that the better the health condition in early age, the higher the gross individual income, controlling for gender, spouse, and education level. In addition, older adults with good health at early old age stage have higher income level than those with poor health at early old age stage. The difference by health status continues as they are getting old. Therefore, this study suggests several policies and practical alternatives to improve the early health condition and to reduce the negative impact of early health condition on old age income.

Predictors of Life Satisfaction among Older Adults in S. Korea: Differences by Education Level (한국노인의 교육수준별 생활만족 결정요인: 사회적 관계 및 참여, 건강을 중심으로)

  • Lee, Jungui
    • 한국노년학
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    • v.30 no.3
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    • pp.709-726
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    • 2010
  • As S. Korea is aging faster than any other industrialized countries, there exists a need to understand how best to improve the quality of life of the elders. The main purpose of this study is to examine the predictors of life satisfaction in the nationally representative sample of adults aged 65 and older (n=4,155) drawn from the Wave I (2006) of the Korean Longitudinal Study on Aging. Hierarchical multiple regression analysis was run to assess the unique explanatory contribution of socio-demographics, social network, activity participation, and physical/psychological health on the life satisfaction. Three separate analyses were undertaken to note differences by education level: older adults with no formal education, those who had completed 9th grade, and those who had completed 12th grade and more. There are three main findings: 1) Physical/psychological health variables such as subjective health, regular exercise, and depression were significant predictors of life satisfaction regardless of education level; 2) While social network and activity participation factors influence life satisfaction of the two lower education groups, such factors don't affect the highest education group; 3) Marital status, household income, and location of residence were significant demographic predictors of life satisfaction regardless of education level. Implications for program development and policy are discussed in this paper.

A Survey About Awareness and Necessity of Community Based Dysphagia Therapy of Community Dwelling Older Adults (지역사회 거주 노인들의 연하장애 인식과 중재 필요성)

  • Min, Kyoung Chul;Kim, Eun Hee;Woo, Hee-Soon
    • Therapeutic Science for Rehabilitation
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    • v.11 no.2
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    • pp.39-51
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    • 2022
  • Objective : This study aimed to investigate the awareness and experience of community-based dysphagia therapy and related education in community-dwelling older adults. Methods : A total of 89 older adults were recruited from a public health center in Gyeonggi-do. Awareness, experience, and related education regarding community-based dysphagia therapy were analyzed using descriptive statistics. Results : We analyzed 89 questionnaires. Awareness, treatment experience, and education regarding dysphagia were low; however, the importance and intention to participate were high. Respondents wanted education about proper chewing and safe swallowing, oral health, oral motor exercise, and participation in community-based dysphagia programs in public health centers. The reason for the lack of experience in dysphagia education and therapy is insufficient information and opportunities. The respondents had a good understanding of dysphagia symptoms. Conclusion : Dysphagia therapy maintains swallowing and eating functions as a life-long Activity of Daily Living, and is a very important area in community rehabilitation. Based on the results of this survey, the necessity and importance of community-based dysphagia were identified. It is time to provide correct information and develop a systematic education program for community-based dysphagia therapy. Occupational therapists need to play an active role in improving quality of life by early detection and providing proper intervention.

Prediction model of health-related quality of life in older adults according to gender using a decision tree model: a study based on the Korea National Health and Nutrition Examination Survey (의사결정나무 분석을 이용한 한국 노인의 성별에 따른 건강관련 삶의 질 취약군 예측: 국민건강영양조사 자료 분석)

  • Hee Sun Kim;Seok Hee Jeong
    • Journal of Korean Biological Nursing Science
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    • v.26 no.1
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    • pp.26-40
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    • 2024
  • Purpose: The aim of this study was to predict the subgroups vulnerable to poorer health-related quality of life (HRQoL) according to gender in older adults. Methods: Data from 5,553 Koreans aged 65 or older were extracted from the Korea National Health and Nutrition Examination Survey. HRQoL was assessed using the EQ-5D tool. Complex sample analysis and decision-tree analysis were conducted using SPSS for Windows version 27.0. Results: The mean scores of the EQ-5D index were 0.93 ± 0.00 in men and 0.88 ± 0.00 in women. In men, poorer HRQoL groups were identified with seven different pathways, which were categorized based on participants' characteristics, such as restriction of activity, perceived health status, muscle exercise, age, relative hand grip strength, suicidal ideation, the number of chronic diseases, body mass index, and income status. Restriction of activity was the most significant predictor of poorer HRQoL in elderly men. In women, the poorer HRQoL groups were identified with nine different pathways, which were categorized based on participants' characteristics, such as perceived health status, restriction of activity, age, education, unmet medical service needs, anemia, body mass index, relative hand grip, and aerobic exercise. Perceived health status was the most significant predictor of poorer HRQoL in elderly women. Conclusion: This study presents a predictive model of HRQoL in older adults according to gender and can be used to detect individuals at risk of poorer HRQoL.

Exploring Physical Activity Promotion Strategies for Older Residents in a Small Town Based on Socio-ecological Model: A Mixed Method Inquiry (사회생태학적 분석을 통한 중소규모 A 도시 거주 노인 신체활동 촉진전략 모색 - 혼합연구기법으로)

  • Kim, Kyung-O
    • 한국체육학회지인문사회과학편
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    • v.55 no.2
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    • pp.47-67
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    • 2016
  • The purpose of this study was to understand barriers and problems associated with physical activity of older adults in a small town and to provide improvement plans based on socio-ecological model. This study employed three independent phases including survey, accelerometer study, and photovoice. Three phases were analyzed based on nesting design among diverse mixed method designs. Among 134 older participants, 73 older individuals reported that their physical activity per week was less than 150min in the first phase. Among the 73 older individuals, 40 older individuals participated in the second phase. In the second phase, 32 older individuals does not meet at least 150min of moderate-to-vigorous physical activity(MVPA) suggested by DHHS. Finally, 6 older adults participated in the third phase. Five major themes emerged including 1) lack of proper information and service regarding physical activity, 2)lack of support from people close to them, 3)some limits due to chronic disease, 4)lack of appropriate facility, and 5)lack of opportunity due to existing inactive lifestyle. Based on these five themes, this study attempted to provide the improvement plans with socio-ecological model.

Prevalence of periodontitis and associated risk factors in Korean adults: Korean National Oral Health Survey 2006

  • Choi, Youn-Hee;Baek, Hye-Jin;Song, Keun-Bae;Han, Ji-Youn;Kwon, Ho-Jang;Lee, Sang-Gyu
    • Journal of Periodontal and Implant Science
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    • v.39 no.sup2
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    • pp.261-268
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    • 2009
  • Purpose: To estimate the prevalence of periodontitis in Korean adults and to examine the associations between periodontitis and known risk factors. Methods: Using Korean National Oral Health Survey 2006 data, a total of 4,263 people who had taken oral examination, interviewed by questionnaire, and aged 18 or older were sampled. The prevalence of periodontitis measured by Community Periodontal Index (CPI) was calculated and the differences in prevalence according to known risk factors (age, sex, monthly income, education, residential area, tooth-brushing frequency, regular dental visit, smoking, and diabetes) were examined with chi-square test. Logistic regression analysis was performed to see the effects of each risk factor on the risk of having periodontitis. All statistical approaches were reflected national sampling design using Survey procedures in SAS 9.1. Results: The overall prevalence of periodontitis in Korean adults was 10.3%. There existed statistically significant differences in crude prevalence for periodontitis according to the all risk factors. In logistic regression, older age groups (O.R.:2.94-3.71), people living in rural area (O.R.:1.87), and current smokers (O.R.:1.77) were significantly prone to have periodontitis. People who earned monthly income of more than 2 million Korean won (O.R.:0.64) and brushed their teeth two or more times per day (O.R.:0.60-0.62) had significantly lower risk of having periodontitis. Conclusions: About 10% of Korean adults had periodontitis in 2006. People who were older, living in rural region, in lower income status, smoking, less tooth brushing were more likely to have periodontitis.

The Effect of Participation in Social Activities on the Subjective Health Satisfaction of the Older Adults with and without Chronic Illnesses (만성질환 유무별 노인의 사회활동 참여가 주관적 건강만족도에 미치는 영향 비교)

  • Park, Soon-Mi;Mun, Su-Youl
    • The Korean Journal of Health Service Management
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    • v.12 no.2
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    • pp.113-123
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    • 2018
  • Objectives : The purpose of this study was to investigate the effect of participation in social activities on the subjective health satisfaction of the elderly in groups with and without chronic diseases. Methods : Data were used from the "2014 the Korean Elderly Survey" and the subjects were 10,451 persons aged 65 years or older. Data analysis was conducted using SPSS 18.0 statistical package. Results : The results of this study were as follows. In the case of the elderly without chronic diseases, only the employment status (${\beta}=.135$, p<.01) had a significant effect on the health of the elderly. In the case of elderly people with chronic illness, participation in lifelong education (${\beta}=.183$, p<.001), participation in social group (${\beta}=.277$, p<.001), volunteer work experience (${\beta}=.060$, p<.05), and employment status (${\beta}=.342$, p<.001) had a significant effect on health. Conclusions : Policies and systems are needed to actively encourage and support the social activities of the elderly. Additionly, care and attention are needed to provide social jobs for the elderly and build a sustainable network.