• Title/Summary/Keyword: Latent variables

검색결과 365건 처리시간 0.021초

유통제조 기업의 해외 자회사 지식이전에서 기술특유성의 조절효과 (The Moderating Effects of Specificity of Technology in the Knowledge Transfer of Distributive Manufacturing MNEs)

  • 조연성
    • 유통과학연구
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    • 제14권9호
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    • pp.121-132
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    • 2016
  • Purpose - This study has the following objectives. First, it seeks to build an integrated model that can analyze the path through which headquarters, subsidiary competence, and knowledge transfer performance influence subsidiary performance. Second, it analyzes the influence of the specificity of technology as a moderating effect factor on knowledge transfer process. Third, it will conduct an empirical analysis on distributive manufacturing MNEs and suggests an implication for companies that actually need technological localization. The difference of this study are as follows. First, unlike the existing studies, this study can expand a theoretical discussion as it uses subsidiary performance as the dependent variable. Second, it sets the specificity of technology as a moderating effect factor, not an antecedent, and can draw a theoretical implication. Research design, data, and methodology - This study built a path analysis model to identify the influence of the disseminative capacity and absorptive capacity of distributive manufacturing MNEs on subsidiary performance. Based on the previous studies, it set 19 items as 5 latent variables, and established 6 hypotheses by including the moderating effect of the specificity of technology between them. The final 203 companies were selected as analysis samples through a survey questionnaire. For empirical analysis, the study used PLS (Partial Least Square) that is based on structural equation model. Results - The empirical analysis result demonstrated that both headquarters' disseminative capability and subsidiaries absorptive capacity had a positive influence on knowledge transfer performance. Knowledge transfer performance also had a positive influence on subsidiary performance. In the analysis of moderating effect, the specificity of technology acted as a significant moderating variable only between knowledge transfer performance and subsidiary performance; it did not show a statistically significant moderating effect among disseminative capability, absorptive capacity, and knowledge transfer performance. Conclusions - The empirical analysis results of this study demonstrate the importance of disseminative capability and absorptive capacity in knowledge transfer to subsidiaries from the distributive manufacturing MNEs in Korea. The analysis on the moderating effect indicates that the specificity of technology in Korean companies influences on the process of making achievement by using the transferred knowledge.

VAE를 이용한 의미적 연결 관계 기반 다중 문서 요약 기법 (Multi-Document Summarization Method Based on Semantic Relationship using VAE)

  • 백수진
    • 디지털융복합연구
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    • 제15권12호
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    • pp.341-347
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    • 2017
  • 많은 양의 문서 데이터가 증가됨에 따라 사용자는 해당 문서를 이해하기 위한 요약된 정보를 필요로 한다. 그러나, 기존 문서 요약 연구 방법들은 지나치게 단순한 통계에 의존함으로써 문장의 모호성 및 의미 있는 문장 생성을 위한 다중 문서 요약 연구가 미흡한 실정이다. 본 논문에서는 의미적 연결 관계에 대한 파악 및 불필요한 정보를 처리하기 위한 전처리 과정을 거치며, 어휘 의미 패턴 정보를 기반으로 VAE를 이용하여 문장 간의 의미적 연결성을 높인 다중 문서 요약 기법을 제안하였다. 문장을 이루고 있는 단어 벡터들을 이용하여, 잠재된 변수로 생성된 압축된 정보와 속성 판별기로부터 학습을 한 후 문장을 재구성함으로써 의미적 연결 처리가 자연스러운 요약문을 생성하였다. 제안된 방법과 다른 문서 요약 방법을 비교했을 시 미세하지만 더 향상된 성능을 나타냈으며, 이는 의미적 문장 생성 및 연결성을 높일 수 있음을 증명하였다. 앞으로, 다양한 속성 설정 값을 가지고 실험하여 의미적 연결 관계를 확장할 수 있는 방법을 연구하고자 한다.

초등학생의 교사애착, 또래애착, 자기격려, 진로자기효능감과 진로성숙도간의 구조적 관계 (The Structural Relationship Among Teacher Attachment, Peer Attachment, Self-encouragement, Career Self-efficacy and Career Maturity)

  • 장용희;한정현;이재신
    • 디지털융복합연구
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    • 제12권10호
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    • pp.515-523
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    • 2014
  • 본 연구는 초등학생의 교사애착, 또래애착, 자기격려, 진로자기효능감 그리고 진로성숙도 간의 구조적 관계를 알아보고자 하였다. 이를 위해 충북 청주에 소재한 초등학교 6학년 학생 220명을 대상으로 하였다. 본 연구를 위해서 교사애착, 또래애착, 자기격려, 진로자기효능감, 진로성숙도 검사를 사용하였다. 수집된 자료를 가지고 확인적 요인분석과 구조방정식 모형 분석을 실시하였으며 최종 모델의 적합도 지수는 CFI=.957, TLI=.951, RMSEA=.049로 나타났다. 본 연구의 주된 연구결과는 다음과 같다. 첫째, 교사애착과 또래애착은 자기격려, 진로자기효능감, 진로성숙도에 모두 정적인 영향을 미치는 것으로 나타났다. 둘째, 구조방정식 모형 분석을 실시한 결과 자기격려와 진로자기효능감은 교사애착과 또래애착의 진로성숙도 관계에서 매개효과가 있는 것을 확인하였다.

경막외 마취제 투여 유무에 따른 분만 1기 산부의 분만 통증, 불안, 자궁경관 개대 정도 비교 (Comparison of Obstetric Pain, Anxiety, and Cervical Dilatation between Epidural Analgesia and No Analgesia group during Labor Stage I)

  • 한수정;김증임;김묘진
    • 여성건강간호학회지
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    • 제18권2호
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    • pp.126-134
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    • 2012
  • Purpose: This research was done to compare obstetric pain, anxiety and cervical dilatation between an epidural analgesia group and a control group. Methods: Participants were assigned to the experimental or control group depending on their decisions for pain relief. Subjective / objective obstetric pain, anxiety level and cervical dilatation were measured and ANOVA was used for comparison of groups and paired t-test to make pre-post comparisons. Results: Homogeneity of pain, anxiety and cervical dilatation were assessed at the latent phase. Cervical dilatation was larger in the control group than the experimental group, at both the active and the transitional phase (F=22.9, p<.001; F=39.9, p<.001 respectively). The degree of pain and anxiety were not significantly different between the groups. Within the experimental group, subjective / objective pain and anxiety level were significantly lower post-analgesia compared to pre-analgesia in the active phase. All variables, except for sweating in the objective pain measurement, changed significantly at the transient phase. Conclusion: The results of this evidence-based research indicate that epidural analgesia while effective in relieving pain and anxiety may have an adverse effect on the cervix during labor stage I. Epidural analgesia should be used carefully during cervical dilatation in labor stage I.

1인 가구의 건강한 식생활역량-식사행태와 식생활라이프 스타일을 중심으로 (Healthy Eating Capability of One-person Households-The Effects of Eating Alone, Meal Types, and Dietary Lifestyles)

  • 이성림;최일숙;김정훈
    • Human Ecology Research
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    • 제58권4호
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    • pp.483-496
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    • 2020
  • This study examined the effects of eating alone, meal type, and dietary lifestyles on healthy eating capability of one-person households. We analyzed the mediation effects of weekly frequencies of each meal type taken by one-person households between eating habits such as eating alone and dietary lifestyles of one-person households and healthy eating capability. We also analyzed data from the 2019 Food Consumption Behavior Survey using a sample of 688 one-person households. Factor analysis, latent profile analysis, structural equation model analysis was conducted; direct and indirect effects of independent variables were tested using bootstrap method. The major results were as follows. Frequency of eating alone was about 10 times a week on average; one-person households had home-made meals about 12 times a week, for restaurant meals, 4 times, for delivered/take-out food, 0.39 times, and for other types, 0.44 times. Weekly frequencies of eating alone and meal types taken by one-person households were significantly different among the different socio-demographic groups. Dietary lifestyle was classified into four classes: traditional, health ignorant, food lifestyle ignorant, and balanced. Eating alone and dietary lifestyle had a significant effect on weekly frequency of each meal type. Frequencies of eating alone, balanced dietary lifestyle, and taking home-made meals had a positive direct effect on healthy eating capability, and frequency of taking delivered or take-out food and food consumption ignorant lifestyle had a negative direct effect. Eating alone, balanced and traditional dietary lifestyles had a positive indirect effect through the meal type; however, watching Mug-bang had a negative indirect effect.

구조방정식모형을 이용한 대구시티투어 관광객의 만족도 연구 (A study on tourist satisfaction of the Daegu City Tour using a structural equation model)

  • 송미정;이지연
    • Journal of the Korean Data and Information Science Society
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    • 제22권6호
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    • pp.1075-1087
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    • 2011
  • 2011년 '대구 방문의 해'를 맞이하여 지역관광 활성화에 큰 역할을 담당하는 대구시티투어에 대한관광객들의 만족도를 분석한다. 지식추구, 대구지역의 경험추구, 사교활동추구로 이루어진 관광동기와 자원의 매력, 투어 서비스, 해설사, 버스시설과 같은 시티투어 구성요소에 대한 기대 및 만족도, 그리고 재이용, 타인권유, 긍정적 구전으로 이루어진 미래행위 등의 잠재변수들 간의 인과관계 파악을 위해 구조방정식모형을 이용한다. 시티투어를 경험한 관광객들을 대상으로 모형 분석한 결과, 관광동기는 관광객 만족도에 영향을 미치지 않는 것으로 나타났다. 그러나 관광동기의 점수가 높을수록 긍정적인 미래행위가 이루어지고, 시티투어 구성요소에 대한 기대가 높을수록 관광객 만족도가 높아지는 것으로 나타났다. 한편, 관광기대는 미래행위에 영향을 미치지 않았으나 관광객 만족도는 미래행위에 큰 영향을 미치는 것으로 확인되었다.

교차지연 모형을 통한 비혼 아버지의 양육참여와 아동의 문제행동간의 인과관계 검증 (The cross-lagged effects of unmarried fathers' involvement on children's behavior problems)

  • 최정균
    • 한국아동복지학
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    • 제59호
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    • pp.1-23
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    • 2017
  • 본 연구는 교차지연 모형을 사용하여 비혼 아버지(unmarried fathers)의 양육참여와 아동의 문제행동 간에 인과관계를 분석하였다. 분석을 위해 미국 취약가구 및 아동복지연구자료(Fragile Families and Child Wellbeing Study)를 사용하였으며, 아버지가 자녀와 동거하지 않는 비혼여성 한부모가구만 선별하여 총 3,409가구를 연구대상으로 설정하였다. 비혼 아버지의 양육참여는 아동방문빈도와 도구적 양육지원, 지지적 양육태도의 세 가지 하위변수로 측정하였으며, 아버지의 양육참여와 아동의 문제행동을 각각 아동의 3세와 5세, 9세 시점에서 반복측정한 변수를 사용하여 시간의 흐름에 따른 각 변수의 변화를 고려하였다. 연구결과, 비혼 아버지의 양육참여는 아동의 문제행동을 결정하는 유의미한 요인인 것으로 검증되었다. 전반적으로 아동연령 3-5세 시점에서 비혼 아버지의 적극적인 양육참여는 5-9세 시점에서의 아동문제행동을 감소시키는 것으로 분석되었다. 연구결과를 기초로 비혼 아버지의 지속적인 양육참여를 유도하기 위한 정책적 실천적 전략에 대해 논의하였으며, 동시에 보다 효과적으로 아버지의 역할과 책임을 이해하고 관련 기술을 습득할 수 있도록 자녀양육, 관계형성기술, 갈등해결 기술 등의 구체적인 서비스 제공 및 프로그램 개발과 지원방안을 제시하였다.

한국어 버전 청소년의 체중 관련 삶의 질 측정도구의 신뢰도와 타당도 검증 (Reliability and Validity of The Korean Version Scale of Impact of Weight on Quality of Life in $Kids^{(C)}$)

  • 김정현;천성수;최한식
    • 한국학교ㆍ지역보건교육학회지
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    • 제15권3호
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    • pp.105-125
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    • 2014
  • Background: The purpose of this study was to evaluate reliability and validity of a 27-item Korean Version of the Impact of Weight on Quality of Life in adolescents ($IWQOL-Kids^{(C)}$: Korean Version). Methods: This instrument was administered to 872 adolescents (mean z-BMI: 2.61, mean $age{\pm}SD$: $13.9{\pm}1.2$, male: 51.9%). Reliability was tested by internal consistency method and item analysis, validity test was performed by index of content validity, exploratory factor analysis, confirmatory factor analysis and concurrent validity. Sensitivity was tested by ANOVA and t-test. Analyses were performed using SPSS and Amos 18.0. Results: By an exploratory factor analysis, 4 factors were extracted; 'Body esteem' consisted of 9 items with 35.9% of variance (social life: 6 items, 10.23%, physical comfort: 6 items, 8.21%, family relations: 6 items, 7.0%). Four factors explained 61.34% of total variance. Internal consistency coefficients ranged from .766 to .929 for scales on 27 items and equal to .920 for total score for both the 26-item and 27-item tools. A confirmatory factor analysis was conducted for the convergent validity and discriminant validity. The standardized factor loadings to test the convergent validity showed more than .5(C.R<1.965) on all paths after deletion of item PC1 (avoid stairs). The average variances extracted were more than .50 and the construct reliabilities were more than .70. The average variances extracted were stronger than the squares of correlation coefficient of inter-latent variables. Conclusions: These results support that the $IWQOL-Kids^{(C)}$: Korean Version with a 26-item is a reliable and valid tool in Korean obese adolescents.

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지역의 건강결정요인 취약성 유형화 및 유형별 건강수준의 차이 (Typology of Community Health Vulnerabilities and Their Effects on Health Status by Type-Using Community Health Survey)

  • 박보현;이경희;최숙자;서수경;최선임
    • 지역사회간호학회지
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    • 제32권3호
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    • pp.281-291
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    • 2021
  • Purpose: This study examined health determinants at a community level and put forward to a typology of five different forms of community health vulnerabilities. We also investigated the differences in the prevalence of chronic diseases, self-rated health, and quality of life (EQ-5D) among the five types. Methods: Latent class analysis was applied to material, social capital, and health behavior vulnerability variables across 255 regions of South Korea. The data came from 2017 & 2019 Community Health Survey. Results: We found five types of community health vulnerabilities: Type 1 group had the highest material vulnerabilities compared to Type 5. The typology was found to be significant in all the regression analysis on the prevalence of chronic diseases (hypertension and diabetes), self-rated health status, and quality of life. In the regions with high material vulnerabilities, the material vulnerability appeared the most effective to the health status of individual's. In the other regions with less material vulnerabilities, the social capital and health behavior resources were found to be effective. Conclusion: A comprehensive measure of vulnerability can be helpful to understand community health. Policy makers need to consider the level of material vulnerability when planning for a health promotion project.

Simultaneous Spectrometric Determination of Caffeic Acid, Gallic Acid, and Quercetin in Some Aromatic Herbs, Using Chemometric Tools

  • Kachbi, Abdelmalek;Abdelfettah-Kara, Dalila;Benamor, Mohamed;Senhadji-Kebiche, Ounissa
    • 대한화학회지
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    • 제65권4호
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    • pp.254-259
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    • 2021
  • The purpose of this work is the development of a method for an effective, less expensive, rapid, and simultaneous determination of three phenolic compounds (caffeic acid, gallic acid, and quercetin) widely present in food resources and known for their antioxidant powers. The method relies on partial least squares (PLS) calibration of UV-visible spectroscopic data. This model was applied to simultaneously determine, the concentrations of caffeic acid (CA), gallic acid (GA), and quercetin (Q) in six herb infusion extracts: basil, chive, laurel, mint, parsley, and thyme. A wavelength range (250-400) nm, and an experimental calibration matrix with 21 samples of ternary mixtures composed of CA (6.0-21.0 mg/L), GA (10.0-35.2 mg/L), and Q (6.4-17.5 mg/L) were chosen. Spectroscopic data were mean-centered before calibration. Two latent variables were determined using the contiguous block cross-validation procedure after calculating the root mean square error cross-validation RMSECV. Other statistic parameters: RMSEP, R2, and Recovery (%) were used to determine the predictive ability of the model. The results obtained demonstrated that UV-visible spectrometry and PLS regression were successfully applied to simultaneously quantify the three phenolic compounds in synthetic ternary mixtures. Moreover, the concentrations of CA, GA and Q in herb infusion extracts were easily predicted and found to be 3.918-18.055, 9.014-23.825, and 9.040-13.350 mg/g of dry sample, respectively.