• 제목/요약/키워드: data balance

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The Evaluation of Major Macroeconomic Indicators in Russia and the Leading Countries-partners

  • Vyborova, Elena Nikolaevna
    • 동아시아경상학회지
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    • 제5권3호
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    • pp.1-32
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    • 2017
  • Purpose - This study is to analyze the main macroeconomic indicators in Russia and the leading countries- partners and to research GDP, the debt, the foreign trade and other indicators. This main indicator is using in regulation in the economic stability of country, of stability of trade with countries-partners. Research design, data, and methodology - This paper used the amount of data to be analyzed at the present stage, from the 2010 to 2015 in Russia. In order to assess trends of development, the array of data on the indicators used for the 1995-2017. The data analyzed using the methods of multivariate statistics and application of the software package Stat graphics. Results - Hypothesis 1. In the recent years GDP has tended to increase in the most countries of the world. In Russia and its structure of branch of economics is uneven. Hypothesis 2. The foreign trade turnover also has tended to grow. The foreign trade balance in Russia and in the leading countries-partners has a positive balance, dominated by the export of goods. Conclusions - This paper finds that the foreign trade turnover also has tends to grow. The foreign trade balance in Russia and in the leading countries-partners has a positive balance, dominated by the export of goods.

균형 트레이닝이 비만 뇌졸중 환자의 체성분과 균형능력에 미치는 영향 (The Effect of Balance training on the BMI and Recovery of the Balance capability in Stroke patient with Obesity)

  • 윤완영
    • 산업융합연구
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    • 제22권2호
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    • pp.97-103
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    • 2024
  • 본 연구의 목적은 비만 뇌졸중 환자의 균형 훈련이 체성분과 균형 능력 회복에 미치는 영향을 살펴보는 것이었다. 운동 프로그램은 비만군과 정상 체중 군을 동일하게 실험군(obesity)과 대조군(정상체중)으로 나누어 하루 30분, 일주일에 5일 동안 균형 훈련을 실시했다. 실험군과 대조군 모두 사전, 사후 체성분과 BSS(Biodex Medical Systems)를 8주간 수집하였다. 그 결과 그룹 내 체성분 자료를 비교해 보면 비만군은 모든 매개변수에서 유의한 차이를 보였다(p<.05). 또한 그룹 간 모든 매개변수 간에도 통계적인 차이를 보였다(p<.05). LOS(Limits Of Stability)의 그룹 내 자료를 비교해 보면, 비만군은 '후면'과 '좌측'을 제외한 모든 매개변수에서 유의한 차이를 보였다(p<.05). 그룹 간 자료에서 '전방' 매개변수는 유의한 차이를 보였다. PS(Posture Stability)의 그룹 내 자료를 비교해 보면, 비만군은 모든 매개변수에서 유의한 차이를 보였고(p<.05), 그룹 간 PS(Posture Stability) 결과는 'Med/lat'(p=.000)만으로 유의한 차이를 보였다. 이상의 결과를 종합해 보면, 균형 훈련이 비만이 있는 뇌졸중 환자의 균형 능력 및 체성분에 영향을 미치는 것으로 나타났다.

시각 통제를 이용한 균형훈련이 만성 뇌졸중 환자의 균형능력과 자세조절, 균형자신감에 미치는 영향 (Effects of Balance Training through Visual Control on Balance Ability, Postural Control, and Balance Confidence in Chronic Stroke Patients)

  • 정성화;구현모
    • PNF and Movement
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    • 제18권1호
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    • pp.133-141
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    • 2020
  • Purpose: The purpose of this study was to conduct balance training through vision control to improve the balance, postural control, and balance confidence and to decrease the visual and sensory dependence of stroke patients. Methods: Twenty-eight chronic stroke patients volunteered to participate in the study. They were randomly assigned to the eyes-closed and the eyes-open training groups. Three times a week for four weeks each group performed an unstable-support session and a balance training session for thirty minutes per set. Their balance, postural control, and balance confidence were assessed using BIO Rescue (BR), the postural assessment scale for stroke (PASS), and the Korean activity-specific balance confidence scale (K-ABC), respectively. All data were analyzed using SPSS version 22.0. Statistical methods before and after working around the average value of each dataset were independent T-test. The significance level for statistical analyses was set at 0.05. Results: Comparison between the groups showed statistically significant effects on all variables before and after the intervention (p < 0.05). Conclusion: This study reflected that balance-training programs involving vision control improve the balance, postural control, and balance confidence of chronic stroke patients. Thus, stroke patients should undergo training programs that increase the use of their other senses with vision control in clinical practice.

A Prediction of Work-life Balance Using Machine Learning

  • Youngkeun Choi
    • Asia pacific journal of information systems
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    • 제34권1호
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    • pp.209-225
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    • 2024
  • This research aims to use machine learning technology in human resource management to predict employees' work-life balance. The study utilized a dataset from IBM Watson Analytics in the IBM Community for the machine learning analysis. Multinomial dependent variables concerning workers' work-life balance were examined, categorized into continuous and categorical types using the Generalized Linear Model. The complexity of assessing variable roles and their varied impact based on the type of model used was highlighted. The study's outcomes are academically and practically relevant, showcasing how machine learning can offer further understanding of psychological variables like work-life balance through analyzing employee profiles.

노인의 인지기능과 균형능력 및 삶의 질 (The Cognition, Balance, and Quality of Life in the Elderly)

  • 박미정
    • Journal of Korean Biological Nursing Science
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    • 제13권2호
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    • pp.185-192
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    • 2011
  • Purpose: The purpose of this study was to investigate the cognition, balance, quality of life and the correlation of these variables in the elderly. Methods: This study was a descriptive survey research. The samples were 86 and variables were measured by structured questionnaire and physical balance movements. The data were analyzed with %, t-test, ${\chi}^2$-test, ANOVA, Pearson correlation by SPSS ver. 19.0 for windows. Results: The cognition score was 24.02 which means within normal limits. The balance score was 11.83 and the score of QOL was 82.67 which were similar to other research results. There were significant differences in the balance (p<.001) and the QOL (p=.004) by the cognition level. A significant correlation among the cognition, balance and the QOL was observed. Conclusion: The cognition was closely related with the balance and the QOL. The cognitive stimulus and the balance exercise could help the improvement of QOL in the elderly.

한국 간호사의 일과 삶의 균형에 영향을 미치는 요인 (Factors Influencing Work-life Balance in Korean Registered Nurses)

  • 정미숙;김현리;이윤정
    • 한국직업건강간호학회지
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    • 제26권2호
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    • pp.114-123
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    • 2017
  • Purpose: This study aimed to explore personal as well as occupational factors and health status associated with work-life balance in Korean registered nurses. Methods: This study was a secondary data analysis using cross-sectional nationally representative data from the Korean Working Conditions Survey (KWCS) in 2014. Study participants included 450 registered nurses in South Korea. Descriptive analysis, Independent t-test, $x^2$ test, and Logistic regression analyses were performed using the SPSS 21.0 statistical program. Results: Work-life balance was reported in 70.6% individuals with 85.7% being male and 70.0% being female nurses. Logistic regression analysis revealed that being male good health state, having less than 40-hour working week, lower number of night duty, policy on flexible work arrangement were significant predictors of work-life balance. Conclusion: This study provided evidence that identify predictors of work-life balance in registered nurses in South Korea. Therefore, we need the actively support health care service promotion and prevention for work-life balance predictors.

기동장애 재활환자의 낙상위험성 영향요인분석 -활동특이적 균형자신감을 중심으로- (Analysis of Factors Influencing Risk of Fallings among Rehabilitation Patients with Impaired of Mobility: Focusing on Activities-specific Balance Confidence)

  • 한동욱;박경연
    • 기본간호학회지
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    • 제20권3호
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    • pp.220-229
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    • 2013
  • Purpose: The purpose of the study was to investigate activities-specific balance confidence and risk of fallings among rehabilitation patients with impaired of mobility, and to identify the influence of activities-specific balance confidence on their risk of fallings. Method: Data for 132 rehabilitation patients were collected between October June 20 and August 20, 2012 at nine hospitals in a metropolitan city. Data were analyzed using t-test, ANOVA, Pearson correlation coefficient and stepwise multiple regression with SPSS/WIN 20.0. Result: The mean score for rehabilitation patients' activities-specific balance confidence was 40.18 out of a possible range of 0-100 and the mean score for risk of fallings among rehabilitation patients was 31.10 within a possible range of 0-125. Significant factors affecting the risk of fallings among the rehabilitation patients were 'activity level', 'dementia', 'body mass index', 'anxiety', and 'presence of a caregiver', which together explained 34.7% of the variance. The most significantly factor influencing rehabilitation patients' risk of fallings was activities-specific balance confidence which explained 23.5% of the variance. Conclusion: The study results indicate that activities-specific balance confidence as well as physical factors should be considered for interventions to decrease risk of fallings in rehabilitation patients with impaired mobility.

하이힐 높이에 따른 균형성 (Effects of High-heeled Shoe with Different Height on the Balance during Standing and Walking)

  • 류지선
    • 한국운동역학회지
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    • 제20권4호
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    • pp.479-486
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    • 2010
  • The purpose of this study was to determine the effects of high-heeled shoe on the quiet standing and gait balance. Twenty women (mean height: $161.6{\pm}3.3\;cm$, mean body mass: $53.8{\pm}6.3\;kg$, mean age: $23.8{\pm}2.7$ yrs..) who were without history or complain of lower limb pain took part in this study. They were asked to stand quietly on a force platform for 30 sec and walk on it at their preferred walking speed (mean speed $3.14{\pm}0.5\;km/hr$.) with wearing three different high-heeled shoe, 3, 7, 9 cm high for collecting data. Data were randomly recorded to collect two trials for quiet standing and five trials for walking The parameters to have been analyzed for comparison between three conditions of the height of high-heeled shoe were COP(Center of Pressure) range, COP velocity, sway area, and free moment on the static balance and COP range, COP velocity, and free moment on the dynamic balance. In this study, high-heel height affected on the COP range and velocity in the ante-posterior direction during walking, dynamic balance, but didn't affect on the quiet standing, static balance.

간호사의 일과 삶의 균형에 대한 인식과 이직의도의 관계 (The Relationship among Work-Family, Work-Leisure, Work-Growth and Turnover Intention of Nurses)

  • 김일옥;김순행;노현승
    • 한국병원경영학회지
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    • 제26권4호
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    • pp.1-11
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    • 2021
  • This study is to identify the relationship among work-life balance and turnover intention of nurses and examine the influence of work-family balance, work-leisure balance, work-grow balance on turnover intention of nurses. Data were collected from nurses working at five hospitals with more than 30 beds in Seoul and analyzed by descriptive statistics, t-test, ANOVA, Pearson's correlation analysis and multiple regression analysis using Jamovi(1.6.23) program. The final sample were made up of 247 participants. In the correlation analysis, work-life balance and turnover intention showed negative correlation. As a result of multiple regression analysis, work-grow balance affected as a meaningful influence factor on turnover intention. It is necessary to carefully examine the sub-factors of work-life balance in order to understand the impact on turnover intention of nurses. And, hospitals need to provide organizational support for nurses' growth and career development.

Effects of Dual Task Training on Balance and Functional Performance in High School Soccer Players with Functional Ankle Instability

  • Kwak, Kwang-Il;Choi, Bum-Jin
    • The Journal of Korean Physical Therapy
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    • 제28권4호
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    • pp.254-258
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    • 2016
  • Purpose: This study was conducted to identify the effects of dual task training on balance and functional performance in high school soccer players with functional ankle instability. Methods: Twenty high school soccer players with functional ankle instability were randomly assigned to a single task training group and a dual task training group. One participant who did not participate regularly in the training was excluded. The single task training group (n=9) received balance training on an unstable surface. The dual task training group (n=10) received balance training on an unstable surface and had to catch thrown balls during the balance training. Both groups were trained for 4 weeks, 3 days a week. The balance and functional performance of both groups was measured before and after training. Balance was measured using an anterior-posterior and medio-lateral balance. Functional performance was measured based on a figure-of-8 hop test, up-down hop test, and a single hop test. All data were analyzed by repeated two-way ANOVA tests. Results: A time by group interaction effect was not observed in the medio-lateral balance test, figure-of-8 hop test, or single hop test (p>0.05). A time by group interaction effect was observed in the anterior-posterior balance and up-down hop test (p<0.05). Conclusion: These results suggest that dual task training improved balance and functional performance better than single task training for some items.