• Title/Summary/Keyword: Five-Factors Analysis

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A Study on Analyzing the relationship of formulae with Comparing the components of formulae (처방 구성요소 비교를 통한 처방 관계 분석 고찰)

  • Jang, Heewon;Song, Jichung;Eom, Dongmyung
    • Journal of Korean Medical classics
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    • v.28 no.2
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    • pp.163-181
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    • 2015
  • Objectives : In order to select the key factors of formulae and to identify the relationship of formulae with comparing these factors. Methods : We selected the five key factors that the source, the name of formula, the efficacy, the constituent herbs, and the capacity of herbs. When we compared between two formulae with five key factors, there was 32 cases. So we investigated the example which is corresponded to each cases and analyzed the relationship of formulae. Results : Among the 32 cases, analyzed two formulae was same in 8 cases, altered from same formula in different ways in 14 cases, and different with each other in 20 cases. Conclusions : These five key factors play a decisive role to comparing formulae and analyzing the relationship of them. So these factors and the relationship of formulae would be considerated to construct formula ontology.

The Time-Varying Coefficient Fama - French Five Factor Model: A Case Study in the Return of Japan Portfolios

  • LIAMMUKDA, Asama;KHAMKONG, Manad;SAENCHAN, Lampang;HONGSAKULVASU, Napon
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.10
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    • pp.513-521
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    • 2020
  • In this paper, we have developed a Fama - French five factor model (FF5 model) from Fama & French (2015) by using concept of time-varying coefficient. For a data set, we have used monthly data form Kenneth R. French home page, it include Japan portfolios (classified by using size and book-to-market) and 5 factors from July 1990 to April 2020. The first analysis, we used Augmented Dickey-Fuller test (ADF test) for the stationary test, from the result, all Japan portfolios and 5 factors are stationary. Next analysis, we estimated a coefficient of Fama - French five factor model by using a generalized additive model with a thin-plate spline to create the time-varying coefficient Fama - French five factor model (TV-FF5 model). The benefit of this study is TV-FF5 model which can capture a different effect at different times of 5 factors but the traditional FF5 model can't do it. From the result, we can show a time-varying coefficient in all factors and in all portfolios, for time-varying coefficients of Rm-Rf, SMB, and HML are significant for all Japan portfolios, time-varying coefficients of RMW are positively significant for SM, and SH portfolio and time-varying coefficients of CMA are significant for SM, SH, and BM portfolio.

Study on Validity and Reliability of Five Facet Mindfulness Questionnaire (FFMQ) for Measuring Mindfulness Meditation Program Before and After (마음챙김명상 프로그램 전후 측정도구로써 5요인마음챙김척도(FFMQ)의 신뢰성과 타당성 연구)

  • Choi, Sung-Youl
    • Journal of Oriental Neuropsychiatry
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    • v.26 no.2
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    • pp.181-190
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    • 2015
  • Objectives: The purpose of this study was to analyze the Validity and Reliability of the Five Facet Mindfulness Questionnaire (FFMQ), using mindfulness meditation performed before and after. Methods: The study was conducted with 87 students at the university of Korean medicine who provided informed consent. The demographic characteristics and FFMQ were analyzed with regard to their validity and reliability on the effect of mindfulness using SPSS (Statistical Package for the Social Sciences, IBM, United States of America) 21.0 Version. Results: 1. The reliability and factor analysis of FFMQ : The five sub-factors of mindfulness showed strong internal consistency (Cronbach's ${\alpha}$ >.70). 2. Correlation analysis of the sub-factors in pre-FFMQ showed a positive correlation between Nonreactivity and Awareness, Nonreactivity and Scribing, Nonreactivity and Nonjudging, Nonreactivity and Total score, Observing and Scribing, Observing and Total score, Awareness and Nonjudging, Awareness and Total score. 3. Correlation analysis of the sub-factor in post-FFMQ showed a positive correlation between Scribing and Nonreactivity, Scribing and Observing, Scribing and Awareness, Awareness and Nonjudging. In contrast, Observing had a negative correlation with Nonjudging. Conclusions: The results of the study reconfirmed that FFMQ was useful as a reliable and valid tool for measuring mindfulness meditation.

The Differences of Big-Five Personality Factors, Academic Adaptation, and Psychological Well-Being According to Grit Cluster Types in College Students (대학생의 그릿 군집 유형에 따른 성격 5요인, 학업적응 및 심리적 안녕감의 차이)

  • Kim, Eun Hye;Kim, Min-Jung;Kim, Ji-Hye
    • The Journal of Korean Society for School & Community Health Education
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    • v.21 no.1
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    • pp.75-89
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    • 2020
  • Objects: The purpose of this study was to examine the differences of college students' big-five personality factors, academic adaptation, and psychological well-being according to cluster types based on the grit. Methods: The participants of this study were 190 college students. All variables were evaluated by self-report of college students. The data were analyzed by one-way ANOVA and two-step clustering statistics using SPSS 21.0. Results: First, a cluster analysis on a sample of 190 college students revealed four clusters: the more highly grit group, higher tenacity group, higher consistency of interests, and the less grit group. Second, there were significant differences of 190 college students' big five personality factors, academic adaptation, and psychological well-being according to cluster types based on the grit. Conclusions: These findings can be used as an important contribution to further research and educational practices for promoting the grit in college students. Also it suggests the need for health education to increase the psychological well-being of college students.

Developing Standards for Measuring Consumers' Ability of College Student: Focus on the Consumer Education Effects (대학생 소비자능력 측정을 위한 척도개발: 소비자교육효과 측정을 중심으로)

  • Seo, In-Joo
    • Journal of Family Resource Management and Policy Review
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    • v.13 no.4
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    • pp.115-139
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    • 2009
  • This study focused on the development of a scale measuring the effect of consumer education. The purposes of this study were to develop a tool which could measure consumer knowledge, consumer attitudes and consumer behavior. Data were collected from 266 college students. Analysis was done using frequency, cross tabulation analysis, reliability test, principle components factor analysis, confirmatory factor analysis (Amos 5.0), and multiple regression analysis. The results from this study were as follows: 1) Nine consumer knowledge factors (23-items) were identified: consciousness of consumer education and evaluation, consumer rights and allowance management, methods of consumer education and consumer institutions, green energy and environmental consumption, essence and content of consumer education, consumer rights and consumer duty, critical consideration and consumer's damage salvation, buying minds and decision-making, independent consumers. Total variance was 58.4%. Cronbach's alpha for the nine factors ranged from .68-.79. 2) Five consumer attitude factors (26-items) were identified: green environmental consumption, consumer's role and rights, resources saving and consumer's damage salvation, consciousness of consumers, and right consumption. Total variance was 59.2%. Cronbach's alpha for the five factors ranged from .89-.94. 3) Seven consumer behavior factors (27-items) were identified: social role and rights of consumer and consumer movement, right buying and segregated garbage collection, green environmental consumption and resources saving, altruism and decision-making, allowance management and impulse buying, consumer's damage salvation, and consciousness of consumer. The total variance was 59.1%. Cronbach's alpha for the seven factors ranged from .77-.88. Finally, a scale measuring the effect of consumer education consisting of 76 items (consumer knowledge: 23 items (9 factors), consumer attitude: 26 items (5 factors), consumer behavior: 27 items (7 factors)) was constructed.

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A Study on the Way of Urban Park and Open Space Development Through the Analysis of the User's Degree of Satisfaction in Outdoor-Recreation (옥외 레크레이션 만족도분석을 통한 도시공원녹지의 개발방향에 관 한 연구 -부산시 어린이대공원을 사례로-)

  • 남정칠;박승범;권상수;김승환;강영조
    • Journal of the Korean Institute of Landscape Architecture
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    • v.20 no.1
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    • pp.29-38
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    • 1992
  • The primary objective of this study is to investigate factors and variables which have significant effects on user satisfaction with recreational facilities in Children's Grand Park in Pusan City, theregby to establish the developmental way of urban park and open space. To test the causal models of this research, the data were gathered by self-administered questionnaires from 1085 households in Pusan City which were selected by the multi-stage probability sampling method. The analysis of the data primarily consists of two phase : The fist analysis dealt exploratory factor analysis which identified major factors involved in satisfaction with recreational facilities in Children's Grand Park and the second analysis tested the fit of the causal models of this research by employing LISREL methodology. The factor analysis identified that five factors are involved in satisfaction with recreational facilities. The five factors of satisfaction with recreational facilities are convenience and maintanance facilities, learnded recreational facilities, spaces for repose and relaxation, spaces for active recreation failities, and facilities for health and physical facilities. The second phase analysis tested the fit of the causal models for satisfaction with recreational facilities to the data and identified statistically significant causal linkage among overall satisfaction with Children's Grand Park, other endogenous factors and exogenous variables. Overall fits of both causal models were very good. Among endogenous factors, facilities for repose and relaxation, facilities for convenience and maintenance, learnded recreational facilities were identified as having significant effects on overall satisfaction. Exogenous variables which have significant effects on endogenous variables were also identified. These significant relationships indicate important factors and variables that should be considered in planning and development of urban park and open space. On the basis of these significant causal relationships, way for delovepment of urban park and open space were suggested.

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A Comparative Static Study on the Variables' Significance to Urban Quality of Life (도시인의 '삶의 질' 결정요인에 관한 비교정태분석)

  • Kim, Dong-Yoon
    • Journal of The Korean Digital Architecture Interior Association
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    • v.13 no.3
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    • pp.15-23
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    • 2013
  • As a succeeding analysis on the variables' significance to 'Quality of Life(QOL)'(Kim, Dong-Yoon, 2012a), which has a purpose of trying to enhance the intersubjectiveness by means of quantitive methods to find the factors on the QOL, this study aims at finding the time serial change in the deciding factors to deepen the related researches on the theme. Using the similar statistical methods such as multiple regression and factor analysis for "2012 Seoul Survey" this study shows two similar points and one differentia. The similarities include the fact that five subcategories of happiness have relative statistical importance in the order of (1)financial condition, (2)health condition, (3)social activities, (4)community relationship and (5)family life and the fact that the five subcategories are conceptually different from the 5 deciding factors, which means the possibility to improve the survey design. And the difference is the 5 factors such as (1) social trust - amenities, (2)cultural life, (3)social indiscrimination - hope for elevation, (4)sharing - giving and (5)community spirit which are largely different from preceding study. Although only the first two factors have statistical significance this result has a implication that they reflect the new paradigm of social capital and the essential necessity of human survival; sharing-community-culture.

Factors Influencing Uncertainty in Dialysis Patient by Duration of Dialysis (투석기간에 따른 투석 환자의 불확실성 요인)

  • Yun, Su Jung;Lee, Young Hee
    • Korean Journal of Adult Nursing
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    • v.24 no.6
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    • pp.597-606
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    • 2012
  • Purpose: This study was to describe the uncertainty, depression, physical symptom, and family support among patients undergoing dialysis. Further, the factors that impact uncertainty were also examined. Methods: A convenience sample of 145 patients who received dialysis was selected. A descriptive correlation study was conducted. Data were collected using structured questionnaires and the collected data were analyzed using descriptive statistics and multiple regression analysis. Results: The patient who received more than five years of dialysis reported higher levels on inconsistency of uncertainty than patient with less than five years. These latter patients' reported uncertainty was positively correlated with depression, whereas, patients family support was correlated with uncertainty. The group's uncertainty with less than five years of dialysis explained about 13% of the variance. In contrast, variables of education level, family support, and monthly income were predictors of uncertainty and explained 33% of the variation. Conclusion: These results can provide for nursing intervention to facilitate reduction of uncertainty. To provide dialysis period-sensitive nursing intervention for uncertainty among dialysis patient, depression should be considered below five years. While factors such as education level, family support, and monthly income should be taken into account over five years.

The Antecedent Factors for Distribution of Improving Hotel Performance During Covid-19: Evidence from Five-Star Hotels in Bali-Indonesia

  • WITARSANA, I Gusti Agung Gede;YASA, Ni Nyoman Kerti;SUKAATMADJA, I Putu Gde;SURYA, Ida Bagus Ketut
    • Journal of Distribution Science
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    • v.20 no.7
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    • pp.11-22
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    • 2022
  • Purpose: Since the emergence of the Covid-19 pandemic, almost all the hospitality industry has experienced a decrease in the distribution of room occupancy. Therefore, this study aims to examine how to improve the performance of 5-star hotels in Bali by involving market orientation, revenue management orientation, competitive advantage, dynamic capability, and pricing capability. Research design, data and methodology: This study involved 127 managers in 62 five-star hotels in Bali. Analysis of this study using structural equation modelling (SEM) with SmartPLS software. Results: This study reveals that the performance of five-star hotels in Bali is influenced by factors such as market orientation, revenue management orientation, competitive advantage, dynamic capability, and pricing capability. In addition, revenue management orientation, competitive advantage, and dynamic capability have been shown to mediate the effect of market orientation on the performance of five-star hotels in Bali. Finally, pricing capability has been proven to have not been able to increase the revenue and performance of five-star hotels in Bali. Conclusions: Hotel performance is largely determined by several important factors which include market orientation, revenue management orientation, competitive advantage, dynamic capability, and pricing capability. This study provides important implications for hospitality practitioners to improve the distribution of hotel performance.

Analysis the Determinants of Risk Factor Model for the Jordanian Banking Stocks

  • GHARAIBEH, Omar Khlaif;AL-QUDAH, Ali Mustafa
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.12
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    • pp.615-626
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    • 2020
  • The purpose of this study is to analyze the determinants of risk factor model for the Jordanian banking stocks from 2006 to 2018. This study employs the Five-factor Fama and French's (2015) methodology and uses the annual returns of all Jordanian banks including 2 Islamic and 13 commercial banks listed on the Amman Stock Exchange (ASE) over a period of 13 years. The results show that the factors of value and profitability have an important role in evaluating the expected return in Jordanian banking stocks. Moreover, the value HML and profitability RMW factors provide the highest cumulative returns among these five factors, while the investment CMA and size SMB factors are still around zero cumulative returns. For the market factor, it provides the least negative cumulative returns. The results showed that the largest correlation is between value and investment factors which means that banks with a high book to market value become banks with a conservative investment strategy. The result of the sub-periods confirmed the value and profitability results. The findings of this study suggest that the five-factor Fama and French model is the choice of building an investment portfolio, especially the factors of value and profitability.