• The Journal of the Korea Contents Association
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• v.13 no.11
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• pp.778-790
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• 2013

The purpose of the study was to examine the effects of the Fall Prevention Education Program (FPEP) on those providing direct care in elderly care facilities regarding fall-related knowledge, fall-related burden, and caring behaviors for fall prevention. The FPEP developed in the study was implemented for 80 minutes per session and four sessions in total. Participants included a total of 47 subjects, 24 in the experimental group and 23 in the control group. The program was implemented from July 16 through August 31, 2012. Data were analyzed using ${\chi}^2$-tests, Fisher's exact probability tests, independent t-tests, and analyses of covariance using the SPSS/Win 19.0 program. According to the pre-and post-test, the experimental group participated in the program showed an increase in fall -related knowledge (t=6.71, p<.001), a decrease in fall-related burden (t=-2.31, p=.026), and an increase in caring behaviors for fall prevention (F=49.50, p<.001) as compared to the control group. The results of the study demonstrated that the FPEP developed for those providing direct care in elderly care facilities was an effective intervention for decreasing fall-related burden and increasing fall-related knowledge and caring behaviors for fall prevention.

• Proceedings of the Korea Information Processing Society Conference
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• 2020.05a
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• pp.547-550
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• 2020

노인인구의 급증에 따라 노인 건강에 대한 관심이 증가하였고 노인 낙상을 발견하는 방법에 대한 관심도 함께 대두되기 시작하였다. 낙상 사고의 경우 낙상을 일으킨 원인보다 낙상이 제때 감지되지 않아 발생하는 이후의 상황이 더욱 심각한 결과를 초래한다. 따라서 낙상이 발생했을 때, 바로 낙상을 감지할 수 있는 시스템 구축이 필요하다. 다양한 낙상 검출을 위한 방법이 존재하지만 그 중 착용이 쉽고 원격지에서 관찰 및 관리가 가능한 웨어러블(Wearable) 기기의 센서 데이터를 사용한 낙상 검출을 진행하였다. 본 논문에서는 머신 러닝 모델들을 사용해서 낙상 검출 성능 비교 및 적절한 모델을 제안한다. 기계 학습 기반의 모델인 결정 트리(Decision Tree), 랜덤 포래스트(Random Forest), SVM(Support Vector Machine)을 사용하여 실제 측정된 데이터에 낙상 검출 학습 능력을 정량화하였다. 또한, 모델의 입력 값에 적용한 데이터 분할, 전처리 및 특징 추출 방법을 통해서 효율적인 낙상 검출을 위한 기계학습 관점에서의 타당성을 판단하고자 한다.

• Journal of Industrial Convergence
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• v.16 no.3
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• pp.1-7
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• 2018

This study is a descriptive research study for examining the general characteristics and health-related characteristics of the elderly in a local community, investigating factors for the fear of fall and identifying the relationship between the fear of fall, attitude to fall and fall efficacy. The subject of this study was 140 senior citizens who are using a community center in D city. The collected data was analyzed with the SPSS/WIN 21.0 program. The result of the study showed there was a significant difference in the fear of fall according to gender, person living together, subjective health condition, pain and unsafe gait. There was a significant negative correlation between the fear of fall and fall fear and fall efficacy. However, fall fear and fall efficacy were positive correlated. This study aims to provide necessary preliminary data for developing fall prevention program that can improve the fear of fall, attitude to fall and fall efficay based on the results of this study.

• 한국노년학
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• v.31 no.3
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• pp.539-551
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• 2011

Purpose: This study was to investigate the factors influencing the fear of falling in frail elderly according to gender. Methods: The participants were the elderly over 65 years who were registered for case management for frail elderly of 253 public health centers. For data analysis, descriptive statistics and multiple logistic regression were performed using SPSS version 18.0. Results: Prevalence of fear of falling and the influential factors were different according to gender. 75.3% of the male elderly, 85.4% of the female elderly had the fear of falling. The predictors for men's fear of falling were static balance ability, experiences of previous falls, whereas for women static balance ability, TImed up and go, depression, experiences of previous falls, educational status were significant. Conclusion: Fear of falling and the influential factors of the frail elderly according to gender should be assessed regularly to find the high risk group. On the basis of that, prevention program for fear of falling and fall need to be developed and provided, which should be gender sensitive.

• 한국노년학
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• v.29 no.1
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• pp.243-258
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• 2009

Background: Falls are among the most common and serious health problems of older people. The psychological symptoms of falling have received relatively little attention compared to physical problems. Objective: The purpose of this study is to test a model to explain the factors that influence fear of falling among older adults living in a continuing care retirement community (CCRC) in Baltimore city, United States. Methods: A secondary analysis was conducted using data obtained from a Health Promotion Survey done on 149 older adults living in a CCRC. Data was originally obtained during face to face interviews with each participant. Descriptive statistics and bivariate correlations were used to describe the sample and evaluate simple correlations. A path analysis was done using the AMOS 4.0 statistical program. Results: Of the 49 hypothesized paths, 13 were statistically significant, and the model accounted for 22% of the variance in fear of falling among the elderly. There was support for the fit of the model to the data with a nonsignificant chi square at 0.478 (df=2, p=0.79), and the ratio of chi-square to degrees of freedom was 0.24, a CFI of 0.99 and RMSEA of 0.00. In particular, gender, a history of falling, and exercise were significant predictors of fear of falling. Conclusions/Implications: As anticipated, exercise is an important factor to prevent fear of falling. As a modifiable variable, self-efficacy and outcome expectation indirectly influence fear of falling through exercise.

• 한국노년학
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• v.30 no.1
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• pp.49-63
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• 2010

The purpose of this research is to meta-analyze on a comparative basis interventions for preventing falls by the elderly in their 70's and 80's in the eight countries. Eleven studies conducted by RCT were found via Medline in Ovid, PsychInfo and Cochrane Database of Systematic Reviews. Use of Review Manager shows that interventions in the 70's group are effective (OR=0.65, 95%) but that those in the 80's group are not (OR=1.57, 95%). Furthermore, the effectiveness of the 70's treatment group is not durable. This paper has three policy implications: First, new intervention programmes for preventing falls by the 70's group should be developed toward increasing durability. Second, existing programmes for the 80's group should be amended to enhance effectiveness. Lastly, new programmes that include cognitive-behavioural components should be designed for elderly individuals suffering from mental diseases.

• Journal of Convergence for Information Technology
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• v.12 no.3
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• pp.55-65
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• 2022

Elderly people with Parkinson's disease have higher rates of physical and mental risk factors for falls than non-Parkinson's disease elderly. The purpose of this study is to investigate this by using national data that includes the entire population of the elderly in Korea. As a secondary analysis study using data survey on the elderly by the Ministry of Health and Welfare in 2017, there were a total of 103 elderly people with Parkinson's disease, and a total of 96 subjects were analyzed excluding missing values. In the elderly with Parkinson's disease, the factor most influencing the fall was IADL, and IADL is related to motor control function. Decreased motor control limits physical movements essential for daily life, and even affects self-protective behavior in emergency situations, affecting falls. Based on the research results that IADL can affect falls, various exercise therapies for fall prevention interventions in the elderly with Parkinson's disease can be suggested.

• The Journal of the Korea Contents Association
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• v.13 no.12
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• pp.276-290
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• 2013

PURPOSE: This study compared the elderly falls and the intrinsic fall risk factors according to gender. METHODS: This descriptive cross-sectional study was a secondary analysis of the data collected for medical checkups for the Transitional Periods of Life supported from the National Health Insurance. The subjects examined were 255,505 people aged 66 years in Korea between January and December, 2008. RESULTS: The elderly people aged 66 when in the transitional periods of life experienced 10.6% of their first falls. The first falls of women (12.4%) was greater than that of men (8.5%) in the elderly. The risk factors for falls included dysuria with an odds ratio of 6.2 to 6.6, depression with an odds ratio of 1.5 to 1.8, gait disturbance with an odds ratio of 1.3 to 1.5, and blindness with an odds ratio of 1.3 to 1.4 in both elderly women and men. CONCLUSIONS: Effective fall prevention should focus on dysuria because it is a more important predictor of falls, even though many intrinsic fall risk factors can affect falls in elderly people.

• Korean Journal of Clinical Pharmacy
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• v.21 no.3
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• pp.243-248
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• 2011

낙상은 노인의 건강을 위협하는 가장 심각한 문제 중의 하나이며, 조기사망, 신체손상, 운동장애, 심리학적 기능장애를 유발하는 원인이기도 하다. 본 연구의 목적은 국내 노인전문 요양병원 입원 환자들의 의약품 사용이 낙상에 미치는 영향을 평가하는데 있다. 후향적으로 원내 의무기록 정보를 이용하여 환자-대조군 연구를 수행하였고, 2008년 1월부터 2010년 12월까지 3년 기간에 입원한 65세 이상을 대상으로 하였다. 입원기간 중 낙상을 경험한 34명의 노인환자들을 환자군으로 선택하였으며 낙상을 경험하지 않은 68명의 노인환자들을 무작위 추출하여 1:2의 환자군:대조군비율로 연구 대상 환자들을 선정하였다. 환자군이 복용한 의약품을 대조군이 복용한 의약품과 비교하였으며 각 계열별 의약품과 낙상위험도 관계를 평가하였다. 두 그룹간의 인구통계학적 특성은 유사하였고 연령, 성별, 복용 의약품수, 고혈압 유무, 혈중 크레아티닌 수치, 혈중 나트륨 수치, 혈압 또는 심박수에 유의한 차이는 없었다. 항히스타민제와 본 연구에서 유일하게 기타 수면보조제로 분류된 졸피뎀이 유의하게 낙상위험도를 증가시켰다.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.15 no.4
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• pp.2142-2149
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• 2014

This study was to find out urinary incontinence, quality of sleep and efficacy of fall in the community dwelling elderly and to investigate how the factors were connected to one another. Data were collected between January 3rd and 30th, 2013 from 112 elderly people who aged 65 or older. They agreed to participate in this study sampled among elders assistants in a way of responding to the questionnaire after being read. The study scales were composed of demographic characteristics, urinary incontinence, quality of sleep and efficacy of fall. A total of 45(40.2%) subjects were reported fall experienced. The results showed a positive correlation with urinary incontinence, quality of sleep and efficacy of fall. Multiple linear regression analysis revealed that predictor of efficacy of fall was quality of sleep. A combination of the urinary incontinence and quality of sleep accounted for 9.6% of the efficacy of fall.