• 제목/요약/키워드: Term Statistics

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Variations and Factors Associated with the Supply and Utilization of Nursing Home Services in Japan and South Korea (한국과 일본 장기요양시설 공급과 이용의 지역 간 변이)

  • Kim, Hongsoo;Yoon, Nan-He;Lee, Seyune;Hashimoto, Hideki
    • Health Policy and Management
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    • v.30 no.1
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    • pp.100-111
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    • 2020
  • Background: Few studies have examined the performance of the public long-term care insurance (LTCI) from the perspective of geographic equity. This study investigated regional variations and associated factors in the supply and utilization of nursing home care within and also between Japan and Korea. Methods: A comparative dataset was developed by extracting data from 2013-2015 LTCI statistics yearbooks and Organization for Economic Cooperation and Development regional statistics, as well as other comparable data in Japan and Korea. The unit of analysis was the prefecture in Japan and the province in Korea. We computed variation indices and conducted regression analyses for regional variations within each country and decomposition analyses to examine the variations between the countries. Results: The overall regional supply and use of nursing home care were higher in Japan, but the regional variations in Korea were larger than in Japan. In both countries, the nursing home supply was negatively associated with the proportion of older people with independent living. Nursing home use was also negatively associated with the supply of hospital beds and home care agencies in Korea; the relationship was the opposite in Japan, however. The country-based differences were more likely to be explained by differences in the distributions of the variables included in the analytical model than country-specific characteristics. Conclusion: Regional-level nursing home supply and use were unequal in both countries, and the contributing factors were not the same. Policy efforts are needed to advance regional equality in long-term care (LTC) and collaboration between health and LTC institutions for frail older people, especially in Korea.

The study of foreign exchange trading revenue model using decision tree and gradient boosting (외환거래에서 의사결정나무와 그래디언트 부스팅을 이용한 수익 모형 연구)

  • Jung, Ji Hyeon;Min, Dae Kee
    • Journal of the Korean Data and Information Science Society
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    • v.24 no.1
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    • pp.161-170
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    • 2013
  • The FX (Foreign Exchange) is a form of exchange for the global decentralized trading of international currencies. The simple sense of Forex is simultaneous purchase and sale of the currency or the exchange of one country's currency for other countries'. We can find the consistent rules of trading by comparing the gradient boosting method and the decision trees methods. Methods such as time series analysis used for the prediction of financial markets have advantage of the long-term forecasting model. On the other hand, it is difficult to reflect the rapidly changing price fluctuations in the short term. Therefore, in this study, gradient boosting method and decision tree method are applied to analyze the short-term data in order to make the rules for the revenue structure of the FX market and evaluated the stability and the prediction of the model.

Meteor-Statistical Analysis for Establishment of Jejudo Wind Resource Database (제주도 풍력자원 데이터베이스 구축을 위한 기상통계분석)

  • Kim, Hyun-Goo;Jang, Moon-Seok;Lee, Eon-Jeong
    • Journal of Environmental Science International
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    • v.17 no.6
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    • pp.591-599
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    • 2008
  • In order to support the development of wind farms in Jejudo, a wind resource database for Jejudo has been established using a meteor-statistical analysis of KIER(Korea Institute of Energy Research) met-mast measurements and KMA(Korea Meteorological Administration) weather data. The analysis included wind statistics, tower shading, an exposure category classification using satellite images, the effect of atmospheric stability on the wind profile exponent, and a correlation matrix of wind speed to gain an understanding of the meteorological correlation between long-term weather observation stations and short-term met-mast measurements. The wind resource database for Jejudo, is to be provided as an add-on to Google $Earth^{TM}$, which is expected to be utilized as a guideline for the selection of an appropriate reference site for long-term correction in the next wind farm development project.

Short-Term Load Forecast for Summer Special Light-Load Period (하계 특수경부하기간의 단기 전력수요예측)

  • Park, Jeong-Do;Song, Kyung-Bin
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.62 no.4
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    • pp.482-488
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    • 2013
  • Load forecasting is essential to the economical and the stable power system operations. In general, the forecasting days can be classified into weekdays, weekends, special days and special light-load periods in short-term load forecast. Special light-load periods are the consecutive holidays such as Lunar New Years holidays, Korean Thanksgiving holidays and summer special light-load period. For the weekdays and the weekends forecast, the conventional methods based on the statistics are mainly used and show excellent results for the most part. The forecast algorithms for special days yield good results also but its forecast error is relatively high than the results of the weekdays and the weekends forecast methods. For summer special light-load period, none of the previous studies have been performed ever before so if the conventional methods are applied to this period, forecasting errors of the conventional methods are considerably high. Therefore, short-term load forecast for summer special light-load period have mainly relied on the experience of power system operation experts. In this study, the trends of load profiles during summer special light-load period are classified into three patterns and new forecast algorithms for each pattern are suggested. The proposed method was tested with the last ten years' summer special light-load periods. The simulation results show the excellent average forecast error near 2%.

The Mediating Effect of Spirituality between Nurses' Empathy and Elderly Care Performance in the Long Term Care Hospitals

  • Park, Heeok;Kim, Eun Kyung;Moon, Kyoung Ja;Kim, Min Ji
    • Research in Community and Public Health Nursing
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    • v.31 no.1
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    • pp.34-42
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    • 2020
  • Purpose: The objective of this study was to identify whether spirituality mediates the relationship between empathy and elderly care performance among Long Term Care (LTC) hospitals nurses in Korea. Methods: The data collection was performed July 1st to August 31th, 2018. Participants were 119 nurses from three long-term care hospitals in Korea. Self-reported questionnaires were administered to assess general characteristics, empathy, spirituality and elderly care performance. The data were analyzed using descriptive statistics, t-test, one-way ANOVA, Pearson's correlation coefficients, and three-stage simple and multiple regression analysis as proposed by Baron and Kenny. Results: The level of elderly care performance of participants was significantly different based on age (F=3.92, p=.010) and nurse's position (t=-2.18, p=.031). Spirituality had a significant mediating effect on the relationship between empathy and elderly care performance (Z=3.64, p<.001). Conclusion: As spirituality completely mediates the relationship between empathy and elderly care performance, it is necessary to develop a nursing education program that applies spirituality and empathy and supports religious activities at an institutional level.

Effects of Walking Program with Dance on Gait, Cognition, and Risk of Falls of Elderly with Dementia in a Long-term Care Hospital (요양병원 입원 치매노인을 위한 율동적 걷기프로그램이 보행, 인지 및 낙상위험에 미치는 효과)

  • Ju, Hye Jeong;Jeon, Mi Yang
    • Journal of Korean Biological Nursing Science
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    • v.20 no.3
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    • pp.141-149
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    • 2018
  • Purpose: This study was conducted to examine the effects walking program with dance on gait, cognition, and risk of falls of elderly with dementia in a long-term care hospital. Methods: Subjects consisted of 42 elderly with dementia in a long-term care hospital (21 elderly with dementia in an experimental group and 21 elders with dementia in a control group). Data were collected from March 14 to April 30, 2016. Subjects in the experimental group performed walking program with dance (three times a week, 30-50 minutes session, 18 sessions). Data were analyzed using descriptive statistics, Chi-square test, Fisher's exact test, independent t-test, paired t-test, repeated measures ANOVA with the SPSS/WIN 21.0. Results: The participants in the experimental group showed significantly increased scores of cadence (F= 8.36, p= .007) and improved scores of cognition (F= 9.95, p= .003) compared the control group. Conclusion: The findings indicate walking program with dance is recommend a regular exercise program to enhance the cadence associated with walking speed and cognitive function elderly.

The Knowledge and Performance Confidence of, and Educational Needs on Ostomy Care among Nurses in Long-Term Care Hospitals (요양병원 간호사의 장루관리에 관한 지식, 수행자신감 및 교육요구도)

  • Yang, Nam Young;Lee, Hye Ran
    • Journal of muscle and joint health
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    • v.26 no.3
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    • pp.270-280
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    • 2019
  • Purpose: The purpose of this study was to identify the levels of knowledge and performance confidence of, and educational needs on ostomy care among nurses in long-term care hospitals. Methods: The participants were 97 nurses from D and C cities. Data were collected from September 6~26, 2019, with self-reported questionnaires including general characteristics, knowledge and performance confidence of, and educational needs on ostomy care. Data were analyzed by using descriptive statistics, t-tests, ANOVAs, Pearson correlation coefficients, and multiple regression analysis. Results: The correct rate of knowledge of ostomy care was 60.1%. In addition, performance confidence of ostomy care was low, while educational needs on ostomy care were high. The knowledge of ostomy care was identified as a factor influencing in educational needs on ostomy care (β=-0.69, p<.001). It explained 42.0% of the variation in educational needs on ostomy care. Conclusion: There are nursing needs about ostomy care for older cancer patients in long-term care hospitals. Thus educational programs of ostomy care that are suitable to apply to the long-term care hospitals are necessary to develop for enhancing nursing capacity.

Comparison of Sleep Quality, Fatigue and Depression among Nursing Students between School Lessons and Clinical Practicum Term (간호대학생의 수면의 질, 피로와 우울; 이론수업과 임상실습 시 비교)

  • Park, Min-Hee;Hwang, Eun-Hee
    • The Journal of Korean Society for School & Community Health Education
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    • v.17 no.3
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    • pp.103-116
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    • 2016
  • Objectives: The purpose of this study was to compare the differences of sleep quality, fatigue and depression between school lessons and clinical practicum term in nursing students. Methods: This study was conducted through a survey on 84 $4^{th}$ grade nursing students. Data collection was conducted from April to June, 2015. Participants completed a questionnaire assessing sleep quality, fatigue and depression. Data were analyzed by the SPSS/WIN 21.0 using descriptive statistics, paired t-tests, ANOVAs, Pearson's correlations and multiple regression. Results: The mean scores of fatigue and depression during the school lesson were significantly high compared to those of the clinical practicum. On the contrary, the score of sleep quality did not showed difference. Sleep quality showed negative correlations with fatigue and depression respectively, and fatigue showed positive correlation with depression. Subjective health status was the influential factor predicting fatigue and depression after school lessons, and subjective health status and major satisfaction were the influential factors predicting fatigue and depression after clinical practicum term. Conclusions: Nursing students showed different characteristics between school lessons and clinical practicum term. Thus, it is essential to identify physical and psychological problems and related factors respectively, then to devise appropriate programs to improve nursing curriculums.

Development of scale of long-term employment intention for dental hygienist (치과위생사의 근속의사에 관한 측정도구 개발)

  • Yang, Jeong-A;Lim, Soon-Ryun;Cho, Young-Sik
    • Journal of Korean society of Dental Hygiene
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    • v.17 no.6
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    • pp.1025-1035
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    • 2017
  • Objectives: The purpose of this study is to develop a survey instrument to assess intention to stay for dental hygienists based on validity and reliability. Methods: A survey was conducted targeting 317 dental hygienists in dental clinics. The data was used for the analysis of the study, using PASW Statistics 20.0 and IBM SPSS AMOS 18.0. Results: The preliminary instrument includes 44 item. 22 items were excluded by variable analysis. 17 final items was selected by exploratory factor analysis (EFA). The confirmatory factor analysis (CFA) was composed of four elements, 'organization fit', 'interpersonal relationship', 'identity', and 'job connectivity'. Conclusions: The validity and reliability of measurement tool for dental hygienist's intention to stay was proved. It could be used to help dental hygienist's long-term employment.

A Cross-Cultural Study on the Clothing Value between Korean and American College Students (한.미간 남자 대학생의 의복 가치관 비교 연구)

  • Im, Sung-Kyung
    • The Research Journal of the Costume Culture
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    • v.18 no.5
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    • pp.1048-1061
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    • 2010
  • The purpose of the study was to compare the culture and the clothing value between Korean and American college students, especially men. Also, this study was to analyze the culture effect on the clothing value. The survey was performed and 200 questionnaires were utilized for this study. The SPSS 12.0 was used to analyze the technical statistics like average, frequency, t-test, factor analysis, multiple regression analysis. The result showed, first, there were some 2 major cultural differences such as power distance and long-term orientation between Korean and American college men. Comparatively, Korean college men showed higher masculinity and lower power distance and long-term orientation. Second, there were differences in the clothing value aspect. Both of them considered the economic clothing value to be most important. Third, there were some differences in the clothing value because of the cultural differences. For Korean college men, there were masculinity and long term orientation that had an effect on the social and religious clothing values, however, for American college men, power distance, masculinity and long term orientation that had an effect on the social, religious, theoretical and economic values.