• Title/Summary/Keyword: 다수준분석

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A Study on the Determinants of Strategic Marketing Alliance Performance Measured by Continuous Use Intention : Focused on Korean Credit Card Industry (지속사용의도로 측정한 전략적 마케팅 제휴의 성과 결정요인에 관한 연구: 국내 신용카드 산업을 대상으로)

  • Choi, Seung-Nyun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.10
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    • pp.666-677
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    • 2016
  • This study analyzes determinants of strategic marketing alliances' performance using 'continuous use intention' of consumers in the Korean credit card industry. Specifically, this study aims to provide comprehensive and synthetic understanding of these factors divided into firm- level and consumer- level variables. Thirty alliance cards were chosen randomly. For firm- level data, managers from the thirty selected cards were interviewed concerning their respective firm and alliance operation. For collection of consumer- level data, 610 card holders from these thirty cards were surveyed concerning card benefits, benefits information, brand image, and continuous use intention. The hierarchical linear model (HLM) was employed to analyze this multi-level data, yielding the following results: First, consumers identified three factors that positively influence continuous use intention. Second, with respect to firmlevel factors, alliance partner's marketing capability is not positively related to intention, whereas fit of alliance goal influences consumer's continuous use of card. Third, contrary to expectation, the positive interaction effects between consumer level variables and firm level variables were found to be not present.

A Method of Detecting Car Number Plate Using Local Intensity Contrast (국부적 명암도 대비를 이용한 자동차 번호판 검출 기법)

  • Kim, Jae-Do;Han, Young-Joon;Hahn, Hern-Soo
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2009.01a
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    • pp.181-184
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    • 2009
  • 본 논문은 번호판 내 명암도 대비를 이용한 자동차 번호판 검출 기법을 제안한다. 평균값 필터와 라플라시안 필터를 사용하여 영상의 잡음을 제거하는 동시에 에지 성분을 향상시킨 후 조명 환경 변화에 강인한 번호판 내 명암도 대비 특징을 이용하여 문자 후보를 검출한다. 다음으로 검출된 문자 후보가 열을 이루는 텍스트 후보를 검출하고, 이 영역을 Otsu 이진화 기업을 사용하여 x축에 투영하였을 시 나타나는 패턴을 평가함으로써 최종적으로 자동차 번호판을 검출하게 된다. 제안하는 기법의 성능을 평가하기 위해 다수의 데이터를 사용하여 실험하였고, 이를 분석하여 제안하는 기법의 우수성을 검증하였다.

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Review - Bio-thermal properties of human skin tissue layers for burn prediction model (화상예측 모델 개발을 위한 피부 조직 열물성치 연구에 관한 고찰)

  • Lee, Jun-Kyoung;Bang, Chang-Hoon;Kwon, Jung-Suk;Bang, Young-Jun
    • Proceedings of the Korea Institute of Fire Science and Engineering Conference
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    • 2012.04a
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    • pp.313-316
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    • 2012
  • 다수의 소방공무원이 화재나 고온 조건 등에 노출되어 화상을 입고 심리적 신체적 고통 받고 있다. 화상 관련 연구는 피부조직의 비선형성, 혈류에 의한 열전달 분석의 불확실성 등 신체 내부의 복잡한 물리현상으로 인하여 국내에서는 연구가 매우 미흡한 실정이다. 이에 따라 화상 예측에 대한 연구를 기반으로 화상을 방지할 수 있는 예방법이 필요하며, 화상 예측의 기초 연구로 피부조직의 형상 모델링 및 열물성치를 정확하게 파악하는 것이 매우 중요하다. 본 연구는 피부조직의 형상 및 열물성치와 관련된 기존 연구를 수집 및 정리하여 향후 화상 예측시 좋은 결과를 얻을 수 있도록 하는 데에 그 목적이 있다.

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A Multilevel Study of Collective Responsibility: Its Effect on Student's Mathematics Achievement (학생의 수학 성취도와 학교의 연대 책임: 다수준 분석 방법의 적용)

  • Kim, Yeon
    • East Asian mathematical journal
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    • v.33 no.4
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    • pp.333-351
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    • 2017
  • Schools are expected to ultimately moderate the difference of inequality issues among social groups and reduce the achievement gaps. This study investigates this expectation, in particular, how students' mathematics achievements are influenced by their parents' education at the individual level and by collective responsibility for teaching at the school level as well as the interaction of the two. Using a two-level hierarchical linear model, this study indicates that a school collective responsibility has a larger positive effect on students' mathematics achievement when their parents' education level is high. This means that school's collective responsibility accelerates inequity in students' mathematics achievement. Knowing that collective responsibility has less of an effect on students whose parents' education is not high, researchers, schools, and school districts should continue to search for school effects that have more of a positive impact on the relationship between mathematics achievement for students whose parents' education is not high in order to have more equitable results for all students.

A Data Application Method for Accuracy Enhancement of Power System Analysis (계통해석 정학도 향상을 위한 데이터 적용방법)

  • Lee, Jin-Moon;Chang, Jae-Won;Kim, Tae-Ok;Park, Nae-Ho
    • Proceedings of the KIEE Conference
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    • 2003.11a
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    • pp.324-326
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    • 2003
  • 전력계통 해석의 정확도 향상을 위해서는 해석용 데이터의 정확한 입력이 필수적이나, 우리가 사용하고 있는 해석용 프로그램의 알고리즘상 한계, 실제 전력계통에 설치중인 비표준 전력설비의 데이터 적용상 문제점 둥으로 현재 우리가 사용하고 있는 계통해석용 데이터는 정확도면에서 다소 보완이 필요하다. 이와 관련하여 본 고에서는 전력계통 해석 정확도 향상을 위한 각 상별로 다른 변압기 임피던스의 합리적인 적용방법, 우리계통에 다수 설치되어 있는 기준 외 변압기 데이터 처리방법, 발전기 단자전압과 Step-up 변압기 정격전압 상이로 인한 데이터 적용상 문제의 해결대안을 모색하였고, 현재 우리가 적용하고 있는 송전선로의 선로정수 데이터를 대푯값과 비교분석을 통하여 정확성 의심개소를 제시하였으며, 기존 방식의 해석결과와 금번 개선안 적용시의 해석결과를 실계통 운전실적을 중심으로 비교하여 계통해석 정확도 차이를 나타내 보였다.

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Factors Affecting Multicultural Acceptability of Adolescents Using Multilevel Analysis (다수준 분석을 이용한 청소년의 다문화 수용성에 영향을 미치는 요인)

  • Choi, Yeon-Hee;Gu, Min-Jeong;Choi, Moon-Ji;Kim, Young-Mi
    • The Korean Journal of Health Service Management
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    • v.12 no.2
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    • pp.75-87
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    • 2018
  • Objectives : This study aimed to investigate factors affecting multicultural acceptability of adolescents at individual and environmental levels. Methods : Participants were 2,032 first-year high school students who participated in the 4th-year Korean Children and Youth Panel Survey in 2013. Data were analyzed using descriptive statistics, t-test, one-way ANOVA, Pearson's correlation, and multilevel analysis. Results : Individual factors affecting multicultural acceptability of adolescents were health status, ego-resilience, and experience of visiting foreign countries. Learning activity, school regulation, relationship with teachers, and community spirit were significant factors at environmental level. Conclusions : Findings suggest that it is necessary to consider health status, improve positive resilience, activate a multicultural experience program, establish friendly relations with teachers, adhere to social norms, and strengthen community spirit for multicultural acceptability.

Related Factors of Depression according to Individual Attributes and Regional Environment: Using Multi-Level Analysis (다수준분석을 활용한 개인특성 및 지역환경에 따른 우울증 관련 영향요인 분석)

  • Moon, Seok-Jun;Lee, Ga Ram;Nam, Eun-Woo
    • Health Policy and Management
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    • v.30 no.3
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    • pp.355-365
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    • 2020
  • Background: This study is aimed to verify individual and regional-level factors affecting the depression of Koreans and to develop social programs for improving the depressive status. Methods: This study used individual-level variables from the Korean Community Health Survey (2018) and used the e-regional index of the Korean Statistical Information Service as the regional-level variable. A multi-level logistic regression was executed to identify individual and regional-level variables that were expected to affect the extent of depressive symptoms and to draw the receiver operating characteristic curve to compare the volume of impact between variables from both levels. Results: The results of the multi-level logistic regression analysis in regards to individual-level factors showed that older age, female gender, a lower income level, a lower education level, not having a spouse, the practice of walking, the consumption of breakfast higher levels of stress, and having high blood pressure or diabetes were associated with a greater increase in depressive symptoms. In terms of regional factors, areas with fewer cultural facilities and fewer car registration had higher levels of depressive symptoms. The comparison of area under the curve showed that individual factors had a greater influence than regional factors. Conclusion: This study showed that while both, individual and regional-level factors affect depression, the influence of the latter was relatively weaker as compared to the first. In this sense, it is necessary to develop programs focused on the individual, such as social prescribing at the local or community-level, rather than the city and nation-level approach that are currently prevalent.

An Improvement of Backhaul Transport with the Mathematical Model of Inter-Terminal Transportation Using Buffer Space (완충지역을 활용한 타부두 환적 컨테이너 운송 모형의 복화율 개선 효과 분석)

  • Park, Hyoung-Jun;Shin, Jae-Young
    • Journal of Navigation and Port Research
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    • v.46 no.3
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    • pp.236-242
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    • 2022
  • Busan Port is operated separately by a number of terminal operators, resulting in a large number of ITT (Inter-Terminal Transportation) volumes. The occurrence of ITT volume causes various problems such as additional transportation cost, empty truck trips, truck delays and terminal congestion, weakening Busan Port's competitiveness. Among them, the empty truck trip problem is a representative factor, that exacerbates the cost problem of the ITT operation at Busan Port. But the ITT backhaul rate at Busan Port remains low. To strengthen the transhipment competitiveness of Busan Port, it is necessary to increase the ITT backhaul rate. In this paper, to improve ITT backhaul rate, we present a mathematical model for maximizing backhaul transport using buffer space. And we analyzed the improving effects of backhaul transport using buffer space through experiments based on actual operating data.

Priority Decision of Small Hydropower Development using Spatial Multi-Criteria Decision Making (공간 다기준의사결정을 활용한 소수력 개발의 우선순위 결정)

  • Kim, Gil-Ho;Yi, Choong-Sung;Yeo, Gyu-Dong;Shim, Myung-Pil
    • Journal of Korea Water Resources Association
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    • v.42 no.12
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    • pp.1029-1038
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    • 2009
  • Recently, it is expected that small hydropower (SHP) could potentially provide sufficient amounts of alternative energy in Korea where there is an abundance of potential sites and where social efforts are being made to reduce the emissions of green house gases. In the past, the resources survey for SHP development has been carried out using onsite surveys and paper maps, which incurred a great deal of time and cost. Furthermore, the tools for decision making such as determining development priorities or evaluating feasibility have been considered only economic aspect and focused on the performance characteristics of power generation. However, as the concept of sustainable development has been being advanced in recent years, especially focused on human-social, environmental and ecological in addition to economical sector; the consideration of these multiple criteria has become essential for sustainable SHP development. This study aims to propose the spatial multi-criteria decision making (MCDM) methodology for determining priorities among a number of locations on the planning stage of SHP development using AHP and GIS. The proposed methodology is applied for determining development priorities among the SHP locations in Cho River basin and this study presents the detailed spatial information data and the results of development priorities. As a fundamental work, this study will be beneficial to the future activation of SHP development and will help the decision making in evaluating the feasibility of SHP development.

Comparing Risk-adjusted In-hospital Mortality for Craniotomies : Logistic Regression versus Multilevel Analysis (로지스틱 회귀분석과 다수준 분석을 이용한 Craniotomy 환자의 사망률 평가결과의 일치도 분석)

  • Kim, Sun-Hee;Lee, Kwang-Soo
    • The Korean Journal of Health Service Management
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    • v.9 no.2
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    • pp.81-88
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    • 2015
  • The purpose of this study was to compare the risk-adjusted in-hospital mortality for craniotomies between logistic regression and multilevel analysis. By using patient sample data from the Health Insurance Review & Assessment Service, in-patients with a craniotomy were selected as the survey target. The sample data were collected from a total number of 2,335 patients from 90 hospitals. The sample data were analyzed with SAS 9.3. From the results of the existing logistic regression analysis and multilevel analysis, the values from the multilevel analysis represented a better model than that of logistic regression. The intra-class correlation (ICC) was 18.0%. It was found that risk-adjusted in-hospital mortality for craniotomies may vary in every hospital. The agreement by kappa coefficient between the two methods was good for the risk-adjusted in-hospital mortality for craniotomies, but the factors influencing the outcome for that were different.