• Title/Summary/Keyword: common factor analysis

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Development of a Scale for Identification of Mental Health and Developmental Disorders in Newborn- to Three-Year-Old Children (0-3세 영유아의 정신건강 및 발달장애 조기진단을 위한 척도제작 연구)

  • Jang, Mikyung
    • Korean Journal of Child Studies
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    • v.26 no.1
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    • pp.47-59
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    • 2005
  • The Early Life Problems Scale consisting of 5-point rating for each item was prepared from the results of a questionnaire of 163 items with two sub scales constructed on the basis of Diagnostic Classification: 0-3. Respondents were 361 parents with newborn to 3-year-old children (197 boys and 164 girls). Hypothetical constructs of mental and developmental problems were identified by exploratory factor analysis. The resulting 22 factors explained 58.5% and 72.9% of the common variance for scales I and II, respectively. The rotation procedure yielded 134 items of which 118 had factor loadings of more than .30. Face validity was obtained on the basis of 18 items. The coefficients of correlation between and within factors suggest that there are interrelationships. The reliability of total scales by Cronbach's Alpha was relatively high.

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Mutations in the tyrosine kinase domain of the EGFR gene are rare in the Korean Oral Squamous Cell Carcinoma

  • Lee, Eun-Ju
    • Journal of the Korea Society of Computer and Information
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    • v.21 no.9
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    • pp.101-106
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    • 2016
  • The epidermal growth factor receptor(EGFR) protein kinase signaling is an important pathway in cancer development and recently reported that EGFR and its kinase domain molecules are mutated in various of cancers including head and neck cancer. Functional deregulation of EGFR due to mutations in coding exons and copy number amplification is the most common event in cancers, especially among receptor tyrosine kinases(TK). We have analyzed Korean oral squamous cell carcinomas (OSCC) cell lines for mutations in EGFRTK. Exons encoding the hot-spot regions in the TK domain of EGFR (exons 17 to 23) were amplified by using polymerase chain reaction(PCR) and sequenced directly. EGFR expression was also analyzed in 8 OSCC cell lines using western blotting. Data analysis of the EGFR exons 17 to 23 coding sequences did not show any mutations in the 8 OSCC cell lines that were analyzed. The absence of mutations indicate that protein overexpression might be responsible for activation rather than mutation.

Survival Rates and Risk Factors for Cephalad and L5-S1 Adjacent Segment Degeneration after L5 Floating Lumbar Fusion : A Minimum 2-Year Follow-Up

  • Lee, Young-Seok;Kim, Young-Baeg;Park, Seung-Won
    • Journal of Korean Neurosurgical Society
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    • v.57 no.2
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    • pp.108-113
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    • 2015
  • Objective : Although the L5-S1 has distinct structural features in comparison with other lumbar spine segments, not much is known about adjacent segment degeneration (ASD) at the L5-S1 segment. The aim of study was to compare the incidence and character of ASD of the cephalad and L5-S1 segments after L5 floating lumbar fusion. Methods : From 2005 to 2010, 115 patients who underwent L5 floating lumber fusion were investigated. The mean follow-up period was 46.1 months. The incidence of radiological and clinical ASD of the cephalad and the L5-S1 segments was compared using survival analysis. Risk factors affecting ASD were analyzed using a log rank test and the Cox proportional hazard model. Results : Radiological ASD of the L5-S1 segment had a statistically significant higher survival rate than that of the cephalad segment (p=0.001). However, clinical ASD of the L5-S1 segment was significantly lower survival rates than that of the cephalad segment (p=0.038). Risk factor analysis showed that disc degeneration of the cephalad segment and preoperative spinal stenosis of the L5-S1 segment were risk factors. Conclusion : In L5 floating fusion, radiological ASD was more common in the cephalad segment and clinical ASD was more common in the L5-S1 segment. At the L5-S1 segment, the degree of spinal stenosis appears to be the most influential risk factor in ASD incidences, unlike the cephalad segment.

A Study on the Prediction Model Considering the Multicollinearity of Independent Variables in the Seawater Reverse Osmosis (역삼투압 해수담수화(SWRO) 플랜트에서 독립변수의 다중공선성을 고려한 예측모델에 관한 연구)

  • Han, In sup;Yoon, Yeon-Ah;Chang, Tai-Woo;Kim, Yong Soo
    • Journal of Korean Society for Quality Management
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    • v.48 no.1
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    • pp.171-186
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    • 2020
  • Purpose: The purpose of this study is conducting of predictive models that considered multicollinearity of independent variables in order to carry out more efficient and reliable predictions about differential pressure in seawater reverse osmosis. Methods: The main variables of each RO system are extracted through factor analysis. Common variables are derived through comparison of RO system # 1 and RO system # 2. In order to carry out the prediction modeling about the differential pressure, which is the target variable, we constructed the prediction model reflecting the regression analysis, the artificial neural network, and the support vector machine in R package, and figured out the superiority of the model by comparing RMSE. Results: The number of factors extracted from factor analysis of RO system #1 and RO system #2 is same. And the value of variability(% Var) increased as step proceeds according to the analysis procedure. As a result of deriving the average RMSE of the models, the overall prediction of the SVM was superior to the other models. Conclusion: This study is meaningful in that it has been conducting a demonstration study of considering the multicollinearity of independent variables. Before establishing a predictive model for a target variable, it would be more accurate predictive model if the relevant variables are derived and reflected.

Survey on Recognition and Purchase Decision Factors related to Organic Food in Housewives with Young Children (유아를 둔 주부들의 유기농 식품 구매 인식 및 결정요인)

  • Kim, Byung-Hee;Choi, Keun-Young;Kang, Kun-Og
    • Journal of the East Asian Society of Dietary Life
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    • v.26 no.2
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    • pp.152-162
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    • 2016
  • This study surveyed recognition and purchase decision factors related organic food in housewives with young children. The most common reason for purchasing was "environmental-friendly" with 47.6%. When checking food labels, "nutritional ingredients" was the most considered (29.5%). Preference levels for organic food were in the following order: grains (26.8%) > vegetables (23.7%) > dairy (16.9%) > root and tuber crops (14.0%) > fruits (6.0%). For awareness of quality of organic food, the highest awareness factor was "safer than normal food" at $3.91{\pm}0.72$. For awareness of confidence in organic food, the highest awareness factor was "good for health" at $4.11{\pm}0.68$. For awareness of satisfaction of organic food, the highest awareness factor was "origin labeling" at $4.02{\pm}0.76$. Regarding awareness of purchasing intention of organic food, the highest awareness factor was "I will purchase organic food as possible as I can" at $4.02{\pm}0.79$. In the correlation analysis, confidence and satisfaction displayed the highest correlation (0.640), and there were other significant correlations between value/purchasing intention (0.586), confidence/purchasing intention (0.560), and satisfaction/purchasing intention (0.575). Further, the analysis showed that among value, quality, and price, only value had direct influence on the purchasing intention.

A Unified Model Combining Technology Readiness Acceptance Model and Technology Paradox Theory (기술준비도 및 수용모델과 기술패러독스 이론에 기한 소비자 만족 모델의 통합모델에 대한 연구)

  • Kim, Choon-San;Park, Sang-Bum
    • The Journal of Industrial Distribution & Business
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    • v.8 no.7
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    • pp.39-49
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    • 2017
  • Purpose - There are common factors both in Technology Readiness and Acceptance Model and Technology Paradox Theory which can be put together and made in one unified model. The unified model can provide the following merits. First, the unified model is simple but contains factors of the models. Second, the unified model can clarify the process of technology acceptance of common consumers. Third, the unified model can provide the opportunities to analyze the negative sides of new technology, thus find ways to improve the level of acceptance by general consumers. Research design, data, and methodology - The 450 questionnaires were handed out to people around Seoul and 421 were collected. Except insincere and wrong-marked ones, 402 were used to analyze. SPSS program was used to analyze. Factor analysis, regression analysis was conducted to test the hypotheses. Results - By analyzing sub-factors of both models and binding the common factors in one category, we accomplish one model. And we tested the model by empirical method. The results show that the results from the unified model are almost same as the results from the two models. In other words, the unified model works. Conclusions - Explaining one state of affair by two different method is in some sense distracting attention. By devising a new model including factors of both models, we can explain the affair more straightforward and efficiently. At first the technology acceptance model was devised to explain the technology users in an organization and the following tests and revised models were for the similar purposes. However, as on-lone activities including contracts have been expanded and become important, consumers as the technology uses have emerged as first factor to consider. In accordance models to explain this situation has been suggested. The model suggested in this research is one of the models but it has the following merits. That is, it is simple but has strong explanation power, it can clarify the process of technology acceptance of common consumers by containing negative sides of consumer conception, and thus, it can provide the opportunities to analyze the negative sides of new technology, also find ways to improve the level of acceptance by general consumers.

A LOOK FOR DESIGN FACTORS OF PACKAGES BY MULTIVARIATE ANALYSIS METHODS

  • Yamarai Yasushi;Ihara Masamori
    • Proceedings of the Korean Society for Quality Management Conference
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    • 1998.11a
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    • pp.316-321
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    • 1998
  • In order to detect causal relationships between latent traits of sensual impressions for a color and physical characteristics constructing it, it is a common practice first to extract latent factors by a factor analysis method and secondly to clarify the causal relationships by a regression analysis method. This paper presents a multivariate statistical technique to detect the influence of the physical characteristics to the latent factors simultaneously which treats the physical characteristics as experimental factors in a $L_{27}$ factorial design and analysis the effects of the factors to the latent trait scores by an ANOVA.

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Car-audio Position Evaluation Using 3-Dimensional Motion Analysis (동작분석을 이용한 카 오디오 위치 평가)

  • 임창주;임치환
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.24 no.62
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    • pp.79-87
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    • 2001
  • Usability has become a primary factor in determining the acceptability and consequent success of consumer product. It is common that the product usability is evaluated by objective performance measures and/or subjective user preference measures. This study is concerned with objective evaluation of the product usability using 3-dimensional motion analysis. We evaluated car-audio position using 3-dimensional motion analysis. The parameters investigated in this experiment were height of car-audio, left-right angle, and front-end angle. The experimental results showed that the usability evaluation method using motion analysis was consistent with user's subjective assessment. This objective method can be applied to not only car-audio position evaluation but also various consumer products'usability evaluation.

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Postoperative Radiotherapy for the Early Stage Carcinoma of the Uterine Cervix (초기 자궁경부암의 수술후 방사선 치료)

  • Kim, Jin-Hee;Kim, Ok-Bge;Lee, Tae-Sung
    • Radiation Oncology Journal
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    • v.11 no.2
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    • pp.337-346
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    • 1993
  • This is a retrospective cohort analysis of 58 patients who treated with postoperative radiation therapy following radical hysterectomy and bilateral pelvic adenectomy for early stage carcinoma of uterine cervix between January 1988 and December 1990 at department of radiation oncology, Keimyoung University Hospital. Sixteen percent of patients (9/58) had chemotherapy. Most patients were FIGO I b (47 patients), and FIGO I a and II a were one and ten patients, respectively. The median follow-up periods were 48.5 months. The indications for radiation therapy included pelvic lymph node metastasis, large tumor size, deep stromal invasion, lymphovascular invasion, positive surgical margin, endometrial invasion and parametrial invasion. Eighty five percent of the patients had more than one risk factor. The actuarial overall five year survival rate (5 YSR) and five year disease free survival rate (5 YDFSR) were $89.5\%,\;and\;87.8\%,$ respectively. Their overall recurrence rate was $12.1\%,$(758). Distant metastasis was the most common cause of treatment failure $(71.4\%:5/7).$ The univariate analysis of prognostic factors affecting to five year survival rate disclosed pelvic lymph node status (negative: $95.5\%,\;positive:69.2\%,$ p=0.006) and hemoglobin level $(\le11 :75\%,>11g/dl:93.3\%,p=0.05)$ as significant factor. The age status was marginally significant $(\le40:96.0\%,\;>\;40:84.3\%p=0.15).$ Multivariate analysis clarified three independent prognostic factors: pelvic lymph node metastasis (p=p.006), hemoglobin level (p=0.015) and age (p=0.035). Multivariate analysis of prognostic factor affecting to five year disease free survival rate disclosed pelvic lymph node status (p=0.0078) and status of surgical margin (p=0.008). Complications relating to radiotherapy were $10.3\%,(6/58).$ There were no severe major complication requiring surgical intervention or a long hospital stay. It is our opinion that the benefit of postoperative pelvic radiotherapy may be gained in such a high risk patient population with acceptible morbidity.

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A Study on the Shopping Orientations, Importance of Store Attributes and Use of Information Sources for Outlet Store Patronage Consumers (상설할인 매장 애고 소비자의 구매성향, 상점속성 중요도 및 정보원 이용 연구)

  • 고애란;진병호
    • Journal of the Korean Society of Clothing and Textiles
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    • v.19 no.1
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    • pp.104-114
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    • 1995
  • The purpose of this study were 1) to classify the consumer of outlet stole according to their patronage, 2) to investigate the differences between the patronge group and non-patronge group in 3 purchase behavior variables (shopping orientations, importance of store attributes, use of information sources) and demographic variables, and 3) to find out the reasons why consumers prefer outlet to department store's bargain sales (including clearance sales). The questionnaires were administered to 344 women living in Seoul, and the methods used to analyze the data were frequency, factor analysis, 1-test, $x^2$ test and content analysis. The results were as follows 1) outlet store consumers were classified into patronage group(n= 71) and non-patronage group(n=87). 2) There were some significant differences between patronage group and non.patronage group in 6 variables. Those who patronize outlet store does not count on the exclusiveness and the convenience of the store, enjoy common style in fashion, are price-conscious and lower in income. 3) Marketing implications were discussed according to the result of content analysis.

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