• Title/Summary/Keyword: Principal Component Factor

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Impacts of Soil Organic Matter on Microbial Community of Paddy Soils in Gyeongnam Province

  • Son, Daniel;Sonn, Yeon-Kyu;Weon, Hang-Yeon;Heo, Jae-Young;Kim, Dae-Ho;Choi, Yong-Jo;Lee, Sang-Dae;Ok, Yong Sik;Lee, Young Han
    • Korean Journal of Soil Science and Fertilizer
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    • v.49 no.6
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    • pp.783-788
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    • 2016
  • Agricultural management of paddy soil depends on the effects of soil microbial activities. The present study evaluated the soil microbial community of 25 paddy soils in Gyeongnam Province by fatty acid methyl ester (FAME). The average of microbial communities in paddy soils were 32.2% of total bacteria, 16.7% of Gram-negative bacteria, 12.9% of Gram-positive bacteria, 2.0% of actinomycetes, 14.9% of fungi, and 1.3% of arbuscular mycorrhizal fungi. The communities of total bacteria (34.9%) and Gram-negative bacteria (19.4%) in soils with $30{\sim}35g\;kg^{-1}$ of organic matter were significantly larger than those in soils with other organic matter levels. However, soils with $20{\sim}30g\;kg^{-1}$ of organic matter had significantly low ratio of cy17:0 to $16:1{\omega}7c$ and cy19:0 to $18:1{\omega}7c$ as compared with soils with $30{\sim}35g\;kg^{-1}$ of organic matter, indicating microbial stress decreased (p < 0.05). In principal component analyses of soil microbial communities, Gram-negative bacteria should be considered as a potential responsible factor for the obvious microbial community differentiation that was observed between the two different organic matter levels in paddy fields. Thus, soils containing $20{\sim}30g\;kg^{-1}$ of organic matter were responsible for strong effect on microbial biomass and stress in paddy fields.

The Typology of Gender Role Identity in Middle-aged Women using Q Methodology (중년기 여성의 성역할정체감에 대한 인식: Q방법론적 접근)

  • Ko, Sung-Hee;Park, Euna;Kim, Myung-Ae
    • Journal of Digital Convergence
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    • v.12 no.6
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    • pp.449-456
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    • 2014
  • This study aims to contribute to our knowledge on gender role identity of middle-aged women within the Korean context. This research adapting Q methodology created a sampling distribution of P with 40 middle-aged women between 40-60 years old. We put each of 40 Q samples to become a forced distribution into 9 scales. And then we conducted a secondary analysis of the results from the principal component factor analysis by the PC QUANL program. Gender role identities of middle aged women were classified as four types: "affectionate-sensitive type", "affectionate-confident type", "assertive-confident type", and "sensitive-dominant type". Most of the middle-aged women in Korea tend to keep their original gender role identities. Some of women, however, experience the gender role identity change over time that their traits of traditional caring become more prominent than their affectionate character.

A Study on Groundwater Contamination Potential of Pyungtaek-Gun Area, Kyunggi-Do Using GIS (GIS를 이용한 경기도 평택군 지역의 지하수 오염 가능성 평가 연구)

  • 조시범;민경덕;우남칠;이사로
    • Journal of the Korean Society of Groundwater Environment
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    • v.6 no.2
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    • pp.87-94
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    • 1999
  • This study is providing Modified DRASTIC Model to which lineament density and land use are added as additional factors using geographic infomation system(GIS). and then to evaluate groundwater contamination potential of Pyungtek-Gun area in Kyunggi-Do. In this study. the reason for using additional factors is because. in case of lineament density. when we consider that most of aquifer is bedrock aquifer in hydrogeologic environment of the Korea, lineament is very important to flow of groundwater and contamination material. and because land use can reflect indirectly impact of point or non_point source in study area. For statistical analysis. vector coverage per each factor is converted to grid layer and after each correlation coefficient between factors, covariance, variance. eigenvalue and eigenvector by principal component analysis of 3 direction. are calculated. correlation between factors is analyzed. Also after correlation coefficients between general DRASTIC layer and rated lineament density layer and between general DRASTIC layer and rated land use layer are calculated. final modified DRASTIC Model is constructed by using them with each weighting. when modified DRASTIC Model was compared with general DRASTIC Model, comtamination potential in modified DRASTIC Model is fairly detailed and consequently. vulnerable area which has high contamination potential could be presented concretly.

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A Study on Self-care Behavior Types of Hypertensives : Q-methodological Approach (고혈압환자의 자가간호행위 유형에 관한 연구 : Q 방법론 적용)

  • Park Young-Im
    • The Journal of Korean Academic Society of Nursing Education
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    • v.5 no.1
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    • pp.39-57
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    • 1999
  • Essential hypertension is a typical chronic disease requiring adequate and continuous management. And many studies supported that self-care was the essential factor to promote the wellbeing. The purpose of this study is to identify and understand the behavior patterns of self-care in hypertensives. As a research method, 35 Q-statements were collected through Individual interviews and review of the related literatures. 21 subjects were interviewed and the data were analyzed by the PC QUANL program with principal component analysis. There were 6 different self-care types classified as follows 1) Type 1 was the self-oriented control type, monitoring the blood pressure and taking the low salt diet. But they didn't take the anti -hypertensive drug and visit the health agency regularly. 2) Type 2 was the stress-control type. Their main activities were meditation to relieve the stress and communication with family. 3) Type 3 was called daily-life control type. This type tried to make their mind comfort and think positively. They also preferred walking and exercise regularly. 4) Type 4 was the medical-oriented control type, taking the anti-hypertensive drug, visiting the medical personnel and following the medical regimens. 5) Type 5 was the medication-oriented type. They only took the anti -hypertensive drug regularly and didn't any other self-care like as monitoring the blood pressure, taking the low salt diet and exercise. 6) Type 6 was called non-medication control type. This type had no medication, but tried to visit the health agency and health personnel. From the above results, it can be concluded that the self-care types were very various and self-care education have to provide individually according to the characteristics of self-care type. Another repeated study can be recommended to improve the nursing intervention the self-care behavior in chronic patient like as diabetics or rheumatoid arthritis.

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Candidate First Moves for Solving Life-and-Death Problems in the Game of Go, using Kohonen Neural Network (코호넨 신경망을 이용 바둑 사활문제를 풀기 위한 후보 첫 수들)

  • Lee, Byung-Doo;Keum, Young-Wook
    • Journal of Korea Game Society
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    • v.9 no.1
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    • pp.105-114
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    • 2009
  • In the game of Go, the life-and-death problem is a fundamental problem to be definitely overcome when implementing a computer Go program. To solve local Go problems such as life-and-death problems, an important consideration is how to tackle the game tree's huge branching factor and its depth. The basic idea of the experiment conducted in this article is that we modelled the human behavior to get the recognized first moves to kill the surrounded group. In the game of Go, similar life-and-death problems(patterns) often have similar solutions. To categorize similar patterns, we implemented Kohonen Neural Network(KNN) based clustering and found that the experimental result is promising and thus can compete with a pattern matching method, that uses supervised learning with a neural network, for solving life-and-death problems.

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An Inquiry into Causal Perceptions of Cancer (암의 원인지각에 관한 탐색적 연구 -Q 방법론 적용-)

  • 김분한
    • Journal of Korean Academy of Nursing
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    • v.24 no.3
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    • pp.364-376
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    • 1994
  • This study was initiated to find the characteristic awareness of disease in Korean culture and then, with its applying to psychological nursing, to help cancer victims cope with their disease. Research period was from Dec. 1, 1989 to Aug.3, 1992. The research method, while the method of face-to-face interview with 33 cancer victims were mainly adopted, was to identify the causal perception through analyses of literature and traditional sayings deeply rooted in Korean culture. The causal perceptions were differentiated into 4 sections, which apply to 32 cancer victims with Q-sorting. Be-ing coded into grades from 1 to 9, the data were analyzed with the aid of Quanal program on PC ; in analyzing Q-factor principal component analysis method was used. The results were revealed as follows : 1. Subject victims owe their disease to 1) the omnipotent and animating powers in Shamanism rooted in Korean culture, 2) their intimate persons, i.e. their husband, wife, children, or other fellows ameng their groups. 3) victims themselves, and 4) nowhere, for they thought the disease is the struggle with their own self. 2. In Q-methodology analysis, cancer victims are categorized into 5 types. The first type, self-mastery type, consisting of 11 subjects, has the characteristic of overcoming their disease with their own strong will or by the help of the Omnipotent God, which is estimated to be the ideal type to cope with the disease. The second type, omnipotent & animating powers-dependent type, consisted of 7 subjects, who have the causal perception of traditional shamanism. The third type, intimate person-dependent type, consisted of 4, all of whom are women and whose causal perception has the characteristic of the their complains about each member of their family, espectially about their husband. The fourth type, fate-recipient type, was the com-plex form of the first and the second types. It consisted of 6 subjects, to whom cancer had meant bad fate coming on them but had to be overcome by their strong will. The fifth type, personal type, consisted of 4, whose causal perception is toward themselves personality It is hoped that the study provide the chance of developing nursing intervention to help cancer victims accept and overcome their disease as their own reality instead of attributing to anyone or any-thing else.

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Relationships between Service Quality, Perceived Value, Satisfaction, and Loyalty -A Case of IhoTewoo Festival in Jeju- (지역축제의 서비스품질, 지각된 가치, 만족, 충성도의 영향 관계 -제주이호테우축제를 사례로-)

  • Chung, Seung-Hoon
    • The Journal of the Korea Contents Association
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    • v.10 no.11
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    • pp.391-402
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    • 2010
  • The purposes of this study are to identify the relationships between service quality, perceived value, satisfaction, and loyalty for IhoTewoo festival through a structural equation model. This study was conducted by means of survey questionnaire of festival visitors with 348 responses. The main results of the study are as follows. First, the exploratory factor analysis with principal component method of the 19 service quality items identified four underlying domains. These dimensions were labelled: (1) 'program', (2) 'informational service', (3) 'festival area', and (4) 'food'. Second, service quality has a significantly positive effect on perceived value, satisfaction, and loyalty. Third, Perceived value has a significantly positive effect on satisfaction. Fourth, both perceived value and satisfaction have significantly positive effects on loyalty. Fifth, Although the direct effect of service quality on customer loyalty was evident, it was also found that the indirect effects of service quality through perceived value and/or overall satisfaction were stronger. Thus, customer loyalty will be stronger when service quality is matched with perceived value and/or overall satisfaction, meaning that multiple factors play a significant role in determining customer loyalty.

A Study on the Effects of Service Quality on Customer Satisfaction, Revisiting Intention, and Word-of-Mouth Communication Regarding Korean Hotel Restaurants (호텔 한식당의 서비스품질이 고객만족도, 재방문의도, 구전커뮤니케이션에 미치는 영향)

  • Min, Kye-Hong
    • Korean journal of food and cookery science
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    • v.24 no.6
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    • pp.780-787
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    • 2008
  • The principal objective of this study was to determine the effects of service quality in a Korean restaurant in a Five Star Hotel in Metropolitan city causes on customers satisfaction, revisiting intentions and word of mouth communication. As a component of the study, 344 customers who had visited restaurants at 4 hotels were selected for our Q&A research, Our investigation was conducted largely frequency analysis, reliability analysis, factor analysis, and multiple regression analysis. First, as one of our study results, factors causing effects in service quality can be categorized into human service factors, physical service factors, and menu service factors. Second, the service quality of Korean restaurants has been found to exert effects on customer satisfaction, revisiting intentions, and word-of-mouth communication. Third, customer satisfaction has been determined to exert significant effects on revisiting intentions and word of mouth communication. Fourth, customer revisiting intentions has been found have been shown to exert significant effects on word-of-mouth communication. As one of the limits of this study, some difficulties did occur when attempting to implement Q&A research on customers who enjoyed restaurant services, as there was not sufficient space to interview them. As another limit, this study was conducted only with test subjects who had visited Korean restaurants in Five Star Hotels the results of our study cannot, then, be considered represent active of all Korean restaurants. Consistent with this future studies will need to be conducted not only with Korean restaurants, but also with Japanese, Chinese, and Western restaurants.

The Effect of Elderly Volunteerism Satisfaction on the Ego-Integrity (Moderating effects of Self-Efficacy) (노인의 자원봉사활동 만족도가 자아통합감에 미치는 영향 (자기효능감의 조절효과))

  • Lee, An-Na;Cho, Sung-Sook
    • The Journal of the Korea Contents Association
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    • v.13 no.11
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    • pp.754-767
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    • 2013
  • In this study, I tried to find the effect of elderly volunteerism satisfaction(personal achievements, social actvity, social responsibility) on the ego-integrity(attitude about life, satisfaction of the present life, the acceptance of the past living, the acceptance of aging). For the study, I collected 360 samples from people of 60 year-old adults who reside of in Gyeonggi-do. I used frequency analysis, principal component factor analysis, reliability analysis, T-test, ANOVA, hierachial regression analysis with SPSS 18,0. The results are as follows, First, volunteerism satisfaction on the ego-integrity, In the way of the effect of only personal achievements affects positive effects. Second, effect of self-efficacy volunteerism on the satisfaction and the ego-integrity between analysis attitude about life and satisfaction of the present life are meaningful but the acceptance of the past living and the acceptance of aging are not meaningful anout moderating effects. Theird, satisfaction about aged population sociological character level of significance were difference in factors.

Development of dietary pattern evaluation tool for adults and correlation with Dietary Quality Index

  • Lee, Yeo Do;Kim, Kyung Won;Choi, Kyung-Suk;Kim, Misung;Cho, Yeo Jin;Sohn, Cheongmin
    • Nutrition Research and Practice
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    • v.10 no.3
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    • pp.305-312
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    • 2016
  • BACKGROUND/OBJECTIVES: As the prevalence of chronic diseases has risen, the need for straightforward diagnostic tools for monitoring nutrition status to improve nutrition counseling and disease prevention has likewise increased. This study developed an easily usable dietary behavior pattern diagnosis checklist and investigated its correlation with dietary quality index. SUBJECTS/METHODS: A draft dietary pattern evaluation tool was generated by analyzing previous studies. The draft questionnaire comprised 61 questions for assessing dietary habits. A survey was administered to 320 adults (19 to 64 years old) using the dietary pattern evaluation tool and 24-hour-recall method between March and May of 2014 in Jeonbuk province and the metropolitan area. Principal component analysis with varimax rotation was performed to identify dietary behavior patterns. Nutritional analysis was conducted using CAN-Pro 4.0, and the Diet Quality Index-International (DQI-I) was calculated to assess dietary quality. The correlation between dietary pattern scores and DQI-I scores was also analyzed. RESULTS: The factor analysis resulted in a total of 34 questions mapped to four main dietary behavior patterns: "high fat and calorie" pattern (12 questions), "overeating/binge" pattern (nine questions), "dietary impulse" pattern (eight questions), and "unbalanced food intake" pattern (five questions). The four dietary behavior patterns were negatively correlated with DQI-I adequacy and total scores (P < 0.01). CONCLUSIONS: The dietary pattern evaluation tool developed in this study can be used to diagnose a client's dietary behavior problems and is available as a nutrition counseling tool in the field.