• Title/Summary/Keyword: 요인추출

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Validity and Reliability of Adversity Quotient Profile for Measuring Overcoming of Adversity among Nurses in Korea (역경지수(Adversity Quotient Profile) 도구의 타당성 및 신뢰성 검증 -종합병원 간호사 중심으로-)

  • An, Ji-Yeon;Woo, Hae-Young;Song, Jung-Hee;Kim, Hye-Jin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.4
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    • pp.2285-2294
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    • 2014
  • Stoltz's AQP is a tool to estimate the level of adversity. The purpose of study is to test the reliability and validity of AQP. The participants were 297 nurses of tertiary hospital in Korea. Data were collected from Aug. to Oct. 2013. Resilience Scale was used as criterion of AQP. Cronbach's alpha test, item total correlation, exploratory factor, correlation analysis, and ANOVA test were used. In result, factor analysis was accounted for four factors explaining 56.256% of total variance and corresponding factors were factor 1 (Control, 10.7%), factor 2 (Ownership, 13.7%), factor 3(Reach, 17.4%), factor 4 (Endurance, 14.9%). The internal consistency was acceptable (Cronbach's alpha=.84). Four factors were positively correlated with RS. AQP is a reliable and valid instrument to measure for adversity quotient in Korean nurse.

요인분석에 의한 식품의 안전성이 쌀 구매에 미치는 차별성 검정

  • 이순석;오상헌;조성주;조재규;정호근
    • Proceedings of the Korean Society of Postharvest Science and Technology of Agricultural Products Conference
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    • 2003.10a
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    • pp.143.1-143
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    • 2003
  • 본 논문은 브랜드 쌀 구매에 영향을 미치는 요인(factor)들이 소비자 특성에 따라 차이가 있는지를 분석하기 위한 목적으로 수행되었다. 분석을 위하여 서울시에 1,000명의 주부를 대상으로 설문조사를 실시하였으며, 그 주요 내용은 다음과 같다. 먼저 주부들이 쌀 구매에 영향을 미치는 11개 항목을 5점 리커르트 척도를 이용하여 분석하였다. 그 결과 소비자들이 가장 높은 점수를 부여하는 것은 쌀의 잔류 농약 정도로서 4.12점이 나왔으며, 영양가 높은 쌀(4.01점), 쌀알의 모양(3.96점) 및 쌀의 생산지(3.88점) 등의 순위가 높았다. 요인분석을 위해 고유치(eigen value) 값이 0.8 이상인 경우를 기준으로 요인 수를 분석한 결과 다섯가지의 요인이 추출되었으며, 그 특징은 유형적 차원과 무형적 차원으로 구분되었다. 전자인 유형적차원은 물리적 속성(완전미 여부, 도정일자, 잔류농약), 지역성(생산지), 외관성(크기, 모양) 및 가격성등의 가시적 차원으로 소비자가 쉽게 판단하거나 쌀간의 비교가 용이한 특성이며, 후자는 심리적 속성이나 상징성을 의미하는 것으로서 브랜드 상표와 품질 인증 마크가 가지는 신뢰성 등이 영향을 미치는 것으로 분석되었다. 무형적 차원인 식품의 안전성이 도시주부간 쌀 구매에 미치는 차별성을 알아보기 위하여 정규성 검정 결과에 따라 독립표본 T-검정을 실시하였다. 분석에서 도시주부가 특성별로 두 집단으로 구분되는 기준은 자의적 분류보다는 공통적인 기준을 이용하고자 평균값(나이, 학력, 소득, 동거가족 수)을 기준으로, 그 외의 경우는 더미변수(주부직업 유무, 주거형태 및 거주지역)를 이용하여 구분하였다. 식품의 안전성으로 추출된 요인 값의 평균에 대해 두 집단간 차이를 검정하였으며, 분석 결과 주거형태가 1% 유의수준에서, 주부취업 여부 및 거주지역이 각각 5%유의수준에서 통계적 유의성이 있는 것으로 분석되었다. 반면 주부간 나이, 학력, 소득수준 및 동거가족 수에서는 유의미한 결과가 추정되지 못하였다. 본 연구결과를 볼 때, 식품의 안전성을 고려한 쌀의 마케팅 전략은 취업주부, 아파트 거주자 및 강남지역 주부들을 대상으로 한 판매활동 강화가 필요하다. 아울러 통계적으로 유의미한 결과를 나타내는 도시 주부의 특성 변수들을 세밀하게 구분해서 연구·분석하는 시장세분화 연구가 필요하다.

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A Study on Preferences and Utilities of Digital Signature Certificate Choice Factors Using Conjoint Analysis (컨조인트 분석을 이용한 인증서 선택요인 및 효용가치에 대한 연구)

  • Whanchul Kang
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.33 no.1
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    • pp.117-128
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    • 2023
  • Due to the full revision of the Digital Signature Act (enforcement on December 10, 2020), various certificates are being released and competing in the market. Under fierce competition, the certificate market share of large IT platform companies is increasing, and it is predicted that they will eventually monopolize the market. Therefore, identifying the consumer's certificate choice factors and understanding the difference in importance between the choice factors are essential elements for establishing a company's strategy for the certificate market and product positioning, and are key points in setting the government's certificate policy direction. In this study, consumers' certificate choice factors were extracted based on the details of preceding papers and surveys, and based on the extracted choice factors, 4 choice factors (reliability of issuer, program installation, certificate usage method(how to use), versatility(where to use)) were identified through a Delphi survey. As a result of conjoint analysis by conducting a consumer survey with selected choice factors, the reliability of the issuer was found to be the most important utility value. In order of importance, the certificate usage method(how to use), program installation, and versatility(where to use) appeared.

THE PRELIMINARY STUDY FOR THE DEVELOPMENT OF KOREAN VERSION PARENTING STRESS INDEX (한국형 부모양육스트레스 척도(Parenting Stress Index) 개발을 위한 예비연구)

  • Youm, Hyun-Kyung;Shin, Yun-O;Lee, Kyung-Sook
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.11 no.1
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    • pp.70-78
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    • 2000
  • This study was to develop Korean version of Parenting Stress Scale. Primary research was processed thru Abidin's PSI(Parenting Stress Index) scale. For the pilot primary study, distri-buted questionnaire to the mothers who have three to twelve age children and tried factor analysis with 382 data sheets. At the result, 29 items and 5 factors among the 47 items of child domain, 28 items and 5 factors among the items of parent domain were extracted. At the secondary pilot study survey, reanalyzed the 57 items extracted by primary pilot survey with the 392 data collected from three to six age children's parents. For the item discrimination analysis, calculated item-total correlation and deleted the items under r=.20. For the validity test, reviewed content validity and construct validity. For the verification of construct validity, tried factor analysis. At the result, in child domain area, the four factors, 'Reinforces Parent's, 'Accep-tability', 'Attention Distractiveness', 'Demandingness' and 24 items were extracted. Among the common variance of child domain, 'explained common variance' was 82.05%. In parent domain area, the five factors, 'Restriction of Role', 'Depression', 'Social Isolation', 'Parent Health', 'Spouse Relationship' and 24 items were extracted. Among the common variance of parent domain, 'explained common dominator' was 82.40%. For the verification of reliability, Cronbach's ${\alpha}$ coefficient was calculated and in child domain, .69, .70, .67, .66 were produced by each item, respectively and total reliability coefficient was ${\alpha}$=.81. Reliability coefficient of parent domain was .73, .70, .70, .55, .73 by each item, respectively and total reliability coefficient was ${\alpha}$=.83. This study was processed as a primary research to develop the Korean version of parent stress scale which is originally from U.S.A. version of PSI and apply it to proper Korean culture. Therefore, the necessity of continuous study was discussed with more localized items and factors.

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A Study on the Extraction Rate of Brain Tissues from a $^{99m}Tc$-HMPAO Cerebral Blood flow SPECT Examination of a Patient ($^{99m}Tc$-HMPAO 뇌혈류 SPECT 검사 시 환자에 따른 뇌조직 추출률에 대한 고찰)

  • Kim, Hwa-San;Lee, Dong-Ho;Ahn, Byeong-Pil;Kim, Hyun-Ki;Jung, Jin-Yung;Lee, Hyung-Nam;Kim, Jung-Ho
    • The Korean Journal of Nuclear Medicine Technology
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    • v.16 no.1
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    • pp.17-26
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    • 2012
  • Purpose: This study mainly focuses on the patients treated with chemically stable radiopharmaceutical product $^{99m}Tc$-HMPAO (d,l-hexamethylpropylene amine oxime) which yielded reduced image quality due to a decreased brain extraction rate. $^{99m}Tc$-HMPAO will be examined further to determine whether this product may be accounted as a factor for this cause. Material and Methods: From January 2010 until December 2010, out of 272 patients who were all subjected to $^{99m}Tc$-HMPAO brain blood flow SPECT scans resulting from Cerebral Infarction; 23 patients(ages $55.3{\pm}9$, 21 males, 3 females) with decreased tissue extraction rate were examined in detail. The radiopharmaceutical product $^{99m}Tc$-HMPAO was used on patients with normal brain tissue exchange rate as well as those with reduced rate in order to prove its' chemical stability. The patients' age, sex, blood pressure, existence of diabetes, drug use, current health status, known side effects from CT/MRI, examination of the patients' past SPECT before/after images were accounted to determine the factors and correlations affecting the rate of blood tissue extractions. Result: After multiple linear regression analysis, there were no unusual correlations between the 6 factors excluding sex, and before/after examination images. Male subjects showed reduced brain tissue extraction rate than the females ($p$ > 0.05) 91.3% male, 8.7% female. Wilcoxon Matched-Pairs Signed-Ranks Test was used on the before/after images which yielded a value of 0.06, which did not indicate a significant amount of difference on the 2 tests ($p$ > 0.05). As a result, the before/after images indicated similar brain tissue extraction rates, and there were variations depending on the individual patient. Conclusion: The effects of the chemically stable radiopharmaceutical product $^{99m}Tc$-HMPAO depended on the patient's personal characteristics and status, therefore was considered to be a factor in reducing brain tissue extraction rate. The related articles of $^{99m}Tc$-HMPAO cerebral blood flow SPECT speculates a cerebrovascular disease and factors resulting from portal veins, and it was not possible to pin point the exact cause of decreasing brain tissue extraction rate. However, the $^{99m}Tc$-HMPAO cerebral blood flow SPECT scan proved to be extremely useful in tracking and inspecting brain diseases, as well as offering accurate results from patients suffering from reduced brain tissue extraction rates.

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Evaluation of Pollutant Characteristics in Yeongsan River Using Multivariate Analysis (영산강 수계 오염특성 파악을 위한 다변량 통계분석법의 적용)

  • Jung, Soojung;Lee, Dongjin;Hwang, Kyungsup;Lee, Kyounghee;Choi, Kyoungchuk;Im, Sangsun;Lee, Yunhee;Lee, Jaeyoung;Lim, Byoungjin
    • Korean Journal of Ecology and Environment
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    • v.45 no.4
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    • pp.368-377
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    • 2012
  • This study evaluated the water quality of Yeongsan River by multivariate analysis using the data collected during 2001~2010. Water quality in Yeongsan River could be explained up to 75.2% by four factors, which were included in loading of nutrients (32.021%) and organic matters (17.453%), seasonal variation (14.775%) and microbes (10.951%). The results of cluster analysis were classified into three groups by factor 1 and 2, which has different water quality characteristics. Group 1 included sampling stations located in the upper stream and estuary dyke of Yeongsan River, group 2 included Gwangju 1 and Gwangsan affected by domestic sewage of Gwangju-cheon, and group 3 included sampling stations located in the midstream around the livestock farm and farmland.

Effect of Calendula arvensis extract on anti-melanogenesis and antimicrobial activity (금잔화 추출물의 미백활성 및 항균 효과)

  • Kim, Hyun-Soo
    • Journal of Applied Biological Chemistry
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    • v.62 no.2
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    • pp.137-141
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    • 2019
  • At concentrations with little or no cytotoxicity, C. arvensis extract indicates the ability of high DPPH radical scavenging, inhibited tyrosinase activity, and decreased melanin content. The treatment of B16F10 cells with C. arvensis extract suppressed the protein expression of tyrosinase a dose-dependent manner. These results suggest that C. arvensis extract inhibits melanin synthesis by inhibiting tyrosinase expression and tyrosinase activity. In addition, C. arvensis extract showed antimicrobial activities against bacteria and yeast. These results indicate that C. arvensis extract may serve as nutraceutical and cosmeceutical agents.

The Effect of Motives for Using IPTV Advertising on Using Behavior of IPTV Advertising (IPTV 광고 이용동기가 IPTV 광고 이용행동에 미치는 영향에 관한 연구)

  • Choi, Min-Wook
    • Journal of Digital Convergence
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    • v.11 no.8
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    • pp.321-330
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    • 2013
  • This study attempts to understand the motives for using IPTV advertising and to understand the impact of the motivations on using behavior of IPTV advertising. To understand the motives for using IPTV advertising, a survey was conducted after pre-test for questionnaire design. The Composition of motive factors were ascertained through factor analysis. The analysis produced 4 dimensions of motives for using IPTV advertising, including 'economic motivation', 'information', 'advertising', and 'passing time/habit'. Each motive impacted on each using behavior differently.

Development of Sensible Brassiere for Middle Aged Women -Investigation of consumer's needs and evaluation of commercial brassiere for the development of subjective measurement scale and screening of design parameters- (중년 여성의 감성 Brassiere 개발(I) -소비자 요구 분석을 기초로 한 제품 디자인 요소 추출-)

  • 김정화;이선영;홍경희
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 1999.11a
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    • pp.162-166
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    • 1999
  • 30-40대 중년 여성 100명을 대상으로 Brassiere착용 상황, 요구사항을 조사, 분석하고 시판 Brassiere의 착용실험을 통해 착용감을 평가함으로써 Brassiere에 대한 소비자 요구와 착용감 평가차원을 추출하였다. 주관적 착용감 평가실험은 25명이 참여 하였으며, 실험은 온도 28$^{\circ}C$, 습도 65%RH의 인공기후실에서 실시하였다. Brassiere 착용감의 구성차원을 추출하기 위해 평가용어를 이용하여 평정한 값들을 요인분석한 결과, fit성 및 체형보정성, 심미성, 압박감, 동작에 의한 브라의 착용위치 변화의 4가지 요인으로 이루어졌음을 확인하였다. Brassiere 착용감을 예측하기 위해 평가용어를 회귀변수로 하여 회귀분석한 결과, Y=3.262+0.723X$_1$-0.646X$_2$ (Y: 착용감, X$_1$: 가슴과 컵모양이 잘 맞는다, X$_2$: 와이어 부분이 불편하다)로 나타났다. Brassiere 착용감에 대한 소비자의 정성적인 요구사항을 정량적으로 측정하기 위한 제품 디자인 요소중, 와이어와 주소재의 신축성이 착용감에 중요하게 작용하는 것으로 나타났다.

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Extraction of Color Information from Images using Grid Kernel (지역적 유사도를 이용한 이미지 색상 정보 추출)

  • Son, Jeong-Woo;Park, Seong-Bae;Kim, Sang-Su;Kim, Ku-Jin
    • Proceedings of the Korean Information Science Society Conference
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    • 2007.06b
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    • pp.182-187
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    • 2007
  • 본 논문에서는 이미지 상에 나타난 색상 정보를 추출하기 위한 새로운 커널 메소드(Kernel method)인 Grid kernel을 제안한다. 제안한 Grid kernel은 Convolution kernel의 하나로 이미지 상에 나타나는 자질을 주변 픽셀에서 나타나는 자질로 정의 하고 이를 재귀적으로 적용함으로써 두 이미지를 비교한다. 본 논문에서는 제안한 커널을 차량 색상 인식 문제에 적용하여 차량 색상 인식 모델을 제안한다. 이미지 생성시 나타나는 주변 요인으로 인해 차량의 색상을 추출하는 것은 어려운 문제이다. 이미지가 야외에서 촬영되기 때문에 시간, 날씨 등의 주변 요인은 같은 차량이라 하더라도 다른 색상을 보이게 할 수 있다. 이를 해결하기 위해 Grid kernel이 적용된 차량 색상 인식 모델은 이미지를 HSV (Hue-Saturation-Value) 색상 공간으로 사상하여 명도를 배제하였다. 제안한 커널과 색상 인식 모델을 검증하기 위해 5가지 색상을 가진 차량 이미지를 이용하여 실험을 하였으며, 실험 결과 92.4%의 정확율과 92.0%의 재현율을 보였다.

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