• 제목/요약/키워드: Principal Components Factor

검색결과 142건 처리시간 0.03초

쌀밥, 오곡밥의 대량생산 표준레시피 개발 (Standardization of the Recipe for the Large-scale Production of Salbob and Ogokbob)

  • 한경수;표승희
    • 한국식품조리과학회지
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    • 제24권5호
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    • pp.682-690
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    • 2008
  • The principal objective of this study was to develop a standardized recipe for the large-scale production of Salbob and Ogokbob. The recipe was standardized as follows: we collected and recorded the amount of ingredients and production procedures currently being used by cooks in the contracted foodservice management company and hotel-based Korean restaurants. According to the food preferences of Koreans, we selected 2 kinds of rice; Salbob and Ogokbob. We developed a revised recipe and an evaluation form. We conducted a sensory evaluation with 30 panels, using a JAR (just-about-right) scale. We developed a standardized recipe for both kinds of rice. Yield, portion size, temperature, preparation time, equipment, cost, ingredients, weight of ingredients, method, and critical point were all components accounted for in the developed recipe. The factor method and the percentage method were proposed techniques for adjusting the recipe, and a direct measurement table for Salbob and Ogokbob was also devised.

기혼 여성에 있어서 성생활의 질: 그 요인 구조와 결정 변인 (Quality of Sexual Life in Married Women: Its Factor Structure and Determinants)

  • 양은영
    • 여성건강간호학회지
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    • 제13권2호
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    • pp.77-87
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    • 2007
  • Purpose: This study was examined the quality of the sexual life among married women in terms of the factor structure of Sexual Quality of Life(SQOL) and evaluated the predictive value of 11 variables for SQOL. Method: Two hundred and ninety-three married women completed the Korean version SQOL scale with information on age, education, length of marriage, family income, health, sexual knowledge, coital frequency, harmony with family members, levels of affection, and general and sexual communication. Data were analysed with principal components and regression analyses. Result: The SQOL scale had two clearly defined factors, Negative Quality of Sexual Life and Positive Quality of Sexual Life, on which all scale items were significantly loaded, accounting for 54.3% of the total variance. Independent regression analysis showed all variables except education to be significant predictors of SQOL with interpersonal variables (general and sexual communication, affection and harmony with family members) being the most powerful predictors. However when the 11 variables were combined together in stepwise analysis, only 6 variables (general communication, age, affection, coital frequency, sexual knowledge and health) were significant, accounting for 39% of the total variance. Conclusion: The Korean version SQOL scale is a good measure to tackle SQOL in married women. To enhance SQOL, strengthening interpersonal interaction focusing on general/sexual communication, affection and harmony with family members seems to be more important than sexual activities and personal characteristics.

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임신영양지식 도구개발 및 식습관과의 관련성: 보건소 방문 임부 대상 (Development of the Pregnancy Nutrition Knowledge Scale and Its Relationship with Eating Habits in Pregnant Women visiting Community Health Center)

  • 김혜원
    • 대한간호학회지
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    • 제39권1호
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    • pp.33-43
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    • 2009
  • Purpose: This study was done to develop a pregnancy nutrition knowledge scale and to examine the relationships between pregnancy nutrition knowledge and eating habits in pregnant women. Methods: With convenient sampling, 189 pregnant women who used community health centers for their ante-natal care were recruited. Data were collected using a self administered questionnaire including items on pregnancy nutrition knowledge (18 items) developed by researcher and items on eating habits (14 items). Cronbach's alpha and exploratory factor analysis were examined to test reliability and construct validity of the scale. Pearson's correlation coefficients were used to identify the relationship between pregnancy nutrition knowledge and eating habits. Results: Cronbach's alpha of 18 items was .80. In factor analysis using principal components, 6 factors explained 65% of the total variance. The level of pregnancy nutrition knowledge was not sufficient but correlations between pregnancy nutrition knowledge and some of eating habits were significant. Specifically, pregnancy nutrition knowledge was positively correlated with good eating habits and negatively with bad eating habits. Conclusion: The pregnancy nutrition knowledge scale developed in this study is acceptable for nutrition education led by nurses. Pregnancy nutrition knowledge and eating habits are considered as major variables for ante-natal nutrition education. In future studies, explorations are needed on dietary intake and physiological indices in pregnant women, comparison of women at risk with those not at risk, and development of nutritional education programs for pregnant women.

청소년이 지각한 신체ㆍ정신적 건강에 대한 자아-효능 측정을 위한 SHEQ(School Health Efficacy Questionnaire)의 타당도 (Structural Validation of the SHEQ Measure for Adolescents′ Perceived Self-efficacy in Physical and Mental Health)

  • 탁영란;이은영
    • Child Health Nursing Research
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    • 제6권3호
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    • pp.387-396
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    • 2000
  • The purpose of this study were to examine the construct validation and internal reliability of the SHEQ(School Health Efficacy Question- naire)and to establish concurrent validity for the instrument among Korean adolescents by relationship found among SHEQ and the self-reported health status. The sample was consisted 393 high school students, aged with average of 17.40(±0.59) years. According to the criteria used in this validating study, a four-factor structure, which consisted of 31-items, resulting from a principal components analysis with an varimax rotation, best represented the multidimensionality of the SHEQ of adolescents in Korea. Internal consistency estimated for the four factor on the SHEQ subscales range from .68 to .83. Evidence in support of concurrent validity for both 31-item and 38-item of SHEQ was provided by statistically significant correlations found between the two scales and self-reported health. With the findings of this study, the 31-item Korean version of the SHEQ can be used in practice as a reliable and valid instrument measuring perceived self-efficacy in physical and mental health for adolescents in Korea.

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독립성분의 순서화 방법 비교 (Comparison of several criteria for ordering independent components)

  • 최은빈;조수림;박미라
    • 응용통계연구
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    • 제30권6호
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    • pp.889-899
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    • 2017
  • 독립성분분석은 혼합된 신호에서 원신호들을 분리하기 위해서 사용되는 다변량 분석방법으로서, 블라인드 음원 분리 중 가장 널리 사용되는 방법이다. 독립성분분석은 주성분분석이나 요인분석과 같이 선형변환을 사용하지만, 원신호들의 통계적 독립과 비정규성 가정을 필요로 한다는 점에서 다르다. 설명되는 분산의 누적비율이 클수록 더 중요한 성분을 의미하게 되는 주성분분석과 달리, 독립성분분석에서는 독립성분들의 중요순서를 결정하는데 적절한 유일한 기준이 정해지지 않는다. 군집분석이나 차원축소된 그래프 작성 등과 같은 후속 연구를 진행하기 위해서는 일부의 주요 독립성분을 사용하게 되므로, 성분의 순서를 정하는 것은 의미가 있다. 본 연구에서는 성분의 순서를 결정하기 위한 몇 가지 기준의 성능을 비교하였다. 첨도와 첨도의 절댓값, 음의 엔트로피, 콜모고로프-스미르노프 통계량, 계수제곱합을 이용한 방법이 고려되었다. 이들은 알려진 그룹을 분류하는 능력을 기준으로 평가되었다. 두 가지 형태의 자료를 이용한 분석결과를 제시하였다.

대학병원 간호조직 균형 성과지표의 적합성 검증 (Balanced Scorecard for Performance Measurement of a Nursing Organization in a Korean Hospital)

  • 홍윤미;황경자;김미자;박창기
    • 대한간호학회지
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    • 제38권1호
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    • pp.45-54
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    • 2008
  • Purpose: The purpose of this study was to develop a balanced scorecard (BSC) for performance measurement of a Korean hospital nursing organization and to evaluate the validity and reliability of performance measurement indicators. Method: Two hundred fifty-nine nurses in a Korean hospital participated in a survey questionnaire that included 29-item performance evaluation indicators developed by investigators of this study based on the Kaplan and Norton's BSC (1992). Cronbach's alpha was used to test the reliability of the BSC. Exploratory and confirmatory factor analysis with a structure equation model (SEM) was applied to assess the construct validity of the BSC. Result: Cronbach's alpha of 29 items was .948. Factor analysis of the BSC showed 5 principal components (eigen value>1.0) which explained 62.7% of the total variance, and it included a new one, community service. The SEM analysis results showed that 5 components were significant for the hospital BSC tool. Conclusion: High degree of reliability and validity of this BSC suggests that it may be used for performance measurements of a Korean hospital nursing organization. Future studies may consider including a balanced number of nurse managers and staff nurses in the study. Further data analysis on the relationships among factors is recommended.

화학적산소요구량을 이용한 하구해역의 해수중 유기물 기원 고찰 (A Study on the Origin of Organic Matter in Seawater in Korean Estuaries Using Chemical Oxygen Demand)

  • 김영숙;구준호;권정노;이원찬
    • 해양환경안전학회지
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    • 제24권6호
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    • pp.735-749
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    • 2018
  • 본 연구에서는 우리나라의 주요하천인 한강, 금강, 영산강, 섬진강 그리고 낙동강의 하구에서 해수중 화학적산소요구량(COD)의 농도를 결정하는 주요 요인과 수질인자에 대해 고찰하였다. 주성분분석으로 얻어진 해수중 COD 농도를 결정하는 주요요인은 염분과 클로로필-a를 중심으로 한 외래성 기원과 자생공급으로 나타났으며, 그 외 해저 퇴적층의 유기물도 영향을 미치는 것으로 나타났다. 하구해역의 COD 농도를 결정하는 수질인자들의 기여도는 회귀식 기울기를 통해 평가하였다. 조사시기별로는 전체적으로 염분의 영향을 많이 받는 것으로 나타났으며, 4월과 8월에는 클로로필-a의 영향도 함께 받는 것으로 나타났다. 하구별로는 낙동강에서는 클로로필-a, 한강과 영산강에서는 염분, 금강에서는 염분과 함께 클로로필-a의 기여도가 각각 큰 것으로 나타났으며, 섬진강에서는 염분과 클로로필-a 모두 낮은 기여를 나타내었다.

다변량분석(多變量分析)에 의(依)한 죽간(竹稈)의 성장해석(成長解析)에 관(關)하여 (An Analytical Study on the Growth Factors of Bamboo Culm by the Multivariate Analysis)

  • 이광남;차경수
    • 한국산림과학회지
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    • 제76권4호
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    • pp.338-347
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    • 1987
  • 죽간(竹稈)의 각종성장인자간(各種成長因子間)의 관계(關係)와 그의 배후구조(背後構造) 및 총합적특성(總合的特性) 등(等)의 성장생리(成長生理) 현상(現象)을 구명(究明)하고져, 전남담양지방(全南潭陽地方)의 왕죽림(王竹林)을 대상(對象)으로하여, 이에 다변량해석(多變量解析)을 실시(實施)하였는데, 그 결과(結果)를 요약(要約)하면 다음과 같다. 1) 상장성장인자군(上長成長因子群)과 비대성장인자군간(肥大成長因子群間)의 정준상관(定準相關)에 있어, 전자(前者)와 후자(後者)의 종합특성(綜合特性)은 각각(各各) 간고(稈高)($x_1$)와 최대절간직경(最大節間直徑)($x_7$)의 영향력(影響力)에 의(依)해서 형성(形成)되며, 양적성장인자군(量的成長因子群)과 질적성장인자군간(質的成長因子群間)의 정준상관(定準相關)에 있어, 양자(兩者)의 총합특성(總合特性)은 전자(前者)는 양면적(兩面的)($x_{10}$), 후자(後者)는 최대절간직경(最大節間直徑)($x_7$)의 결정적(決定的)인 영향력(影響力) 하(下)에서 형성(形成)됨을 알 수 있다. 2) 죽간(竹稈)에 대(對)한 10차원(次元)의 정보(情報)는 유효목표(有效目標) 90% 하(下)에서 2차원(次元)으로 간약화(簡約化)되며, 제(第) 1 주성분(主成分)($Z_1$)은 "크기의 인자"로서 면고절간장(眠高節間長)($x_5$)을 제외(除外)한 모든 성장인자(成長因子)와 매우 높은 상관(相關)이 있으며, 제 2 주성분(主成分)($Z_2$)은 "형상(形狀)의 인자(因子)"로서 $x_5$와 높은 상관(相關)을 가질 뿐 기타(其他)의 성장인자(成長因子)와는 거의 무관(無關)한 것으로 나타났다. 3) 죽간(竹稈) 및 그의 각종성장인자간(各種成長因子間)의 내재현상(內在現象)은 매우 높은 공통성(共通性)(94.16%)을 지닌 2개(個)의 공통인자(共通因子)에 의(依)해서 규정(規程)되며, 이에 의(依)해서 10개(個)의 성장인자(成長因子)는 분량(分量)과 형질계(形質系) 등(等)의 2가지 속성(屬性)의 인자(因子)들로 분류(分類)된다. 4) 공시죽(供試竹) 24본(本)은 대체적(大體的)으로 총합형(總合型), 체적형(體積型), 형질형(形質型), 열등형(劣等型), 중용형(中庸型) 등(等)의 5개유형(個類型)으로 분류(分類)될 수 있다.

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Improved Socio-Economic Status of a Community Population Following Schistosomiasis and Intestinal Worm Control Interventions on Kome Island, North-Western Tanzania

  • Mwanga, Joseph R.;Kaatano, Godfrey M.;Siza, Julius E.;Chang, Su Young;Ko, Yunsuk;Kullaya, Cyril M.;Nsabo, Jackson;Eom, Keeseon S.;Yong, Tai-Soon;Chai, Jong-Yil;Min, Duk-Young;Rim, Han-Jong;Changalucha, John M.
    • Parasites, Hosts and Diseases
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    • 제53권5호
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    • pp.553-559
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    • 2015
  • Research on micro-level assessment of the changes of socio-economic status following health interventions is very scarce. The use of household asset data to determine wealth indices is a common procedure for estimating socio-economic position in resource poor settings. In such settings information about income is usually lacking, and the collection of individual consumption or expenditure data would require in-depth interviews, posing a considerable risk of bias. In this study, we determined the socio-economic status of 213 households in a community population in an island in the north-western Tanzania before and 3 year after implementation of a participatory hygiene and sanitation transformation (PHAST) intervention to control schistosomiasis and intestinal worm infections. We constructed a household 'wealth index' based housing construction features (e.g., type of roof, walls, and floor) and durable assets ownership (e.g., bicycle, radio, etc.). We employed principal components analysis and classified households into wealth quintiles. The study revealed that asset variables with positive factor scores were associated with higher socio-economic status, whereas asset variables with negative factor scores were associated with lower socio-economic status. Overall, households which were rated as the poorest and very poor were on the decrease, whereas those rated as poor, less poor, and the least poor were on the increase after PHAST intervention. This decrease/increase was significant. The median shifted from -0.4376677 to 0.5001073, and the mean from -0.2605787 (SD; 2.005688) to 0.2605787 (SD; 1.831199). The difference in socio-economic status of the people between the 2 phases was highly statistically significant (P<0.001). We argue that finding of this study should be treated with caution as there were other interventions to control schistosomiasis and intestinal worm infections which were running concurrently on Kome Island apart from PHAST intervention.

구조방정식을 이용한 문화예술의 거리의 가로경관 이미지 분석 (Analysis of Streetscape Image in Cultural District Using Structural Equation Model)

  • 김명수
    • 한국도로학회논문집
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    • 제16권6호
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    • pp.137-147
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    • 2014
  • PURPOSES : Daejeon is basically divided into an old downtown and a new downtown, and the recent relocation of the Chungcheongnam-do Provincial Government of Republic of Korea from the old downtown and the opening of governmental buildings in the new downtown as well have made this new downtown only densely populated with industrial and business facilities. Such changes in the downtowns have promoted the conditions of the new downtown while, consequently, dragging down the old downtown. Out of concern for those unbalanced developments of the two downtowns, Daejeon is now carrying out several city projects to revive the old downtown. In the light of that, as a part of the project to promote the old downtown, this study aims to conduct an evaluation on landscape of the culture and arts street in Daeheungdong which was built upon those ideas of a theme street project by Daejeon. METHODS : Based on the findings from the questionnaire not only on the components that would design the streetscape of the culture and arts street but also on the public satisfaction with the streetscape, the study defined how those changes in the components affect emotional factors of the pedestrians. In order to achieve the research goal, the study made changes in D/H ratio of the street structural components as well as the roadside trees. In terms of the questionnaire method, the study used the SD scale, and proceeded with its investigation through the frequency analysis, the principal component analysis (the factor analysis) and the structural equation model. RESULTS : According to the results from the factor analysis and the regression analysis, of those three factors, such as the openness, the comfortable sensation and the safety, the openness followed by the comfortable sensation and the safety was determined to have the most positive influence on the total satisfaction. The structural model analysis reported that the D/H and the structural components of the roadside trees and planting have a positive effect on the emotional image, and this emotional image also appeared to be positively related to the total satisfaction. CONCLUSIONS : This study looked into how the changes in the street structural components of the culture and arts street in Daeheungdong would affect the satisfaction with the streetscape, and finally confirmed that the D/H and the planting are what would have a positive effect on this satisfaction. What has been learned from this study will be the basic data to figure out how to promote and improve the culture and arts street in Daeheung-dong as this data will also help designing and developing of those specialized streets in other regions.