• Title/Summary/Keyword: 다층구조방정식모형

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The effects of math teachers' teaching ability and class activity types on learners' affective attitudes: A multilevel structural equation model (수학교사의 교수능력과 수업활동유형이 학습자의 정의적 태도에 미치는 영향: 다층구조방정식 모형을 적용하여)

  • Song, Hyo Seob;Jung, Hee Sun
    • The Mathematical Education
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    • v.62 no.2
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    • pp.195-209
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    • 2023
  • This study examined the effect and structural relationship of math teachers' teaching ability and class activity types on learners' value perception, confidence, and interest of mathematics at the student level and teacher level. To this end, data from 2nd graders of korea middle school in TIMSS 2019 were applied to the multilevel structural equation model. As a result of the analysis, the teaching ability of math teachers had a positive effect on value perception, confidence, and interest of mathematics at the student level and teacher level. Also, math value perception and math confidence had a positive effect on math interest. and it was confirmed that the teaching ability of math teachers indirectly had a positive effect on math interest by mediating math value perception and math confidence. In addition, the math class activity of applying what was learned to problems had a positive effect on math value perception, but it had a negative effect on math interest. and the class activity of the same ability group had a positive effect on math confidence and math interest. This study presents meaningful implications for math classes in the school field through a multilevel analysis of the student level and the teacher level.

Transport Infrastructure Investment and Its Impacts on Rural Development : Exploratory Analysis for Policy Evaluation (교통 인프라 투자와 농촌지역 발전에 미치는 영향 - 정책평가를 위한 탐색적 분석 -)

  • Lee, Wonho
    • Journal of the Korean association of regional geographers
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    • v.21 no.3
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    • pp.503-514
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    • 2015
  • This study aims to analyze the relationship between transport infrastructure investment and rural development in Korea in a more systematic and empirical way. To do so, we formulate research framework to examine the multi-faceted relationship through extensive literature review and carry out a descriptive study on the spatial patterns of road investment and rural development in Korea. Finally, using the structural equation model, this study carries out the exploratory empirical analysis on the direct and indirect relationship between transport infrastructure investment and rural development. The study finds that the transport infrastructure investment in rural Korea impacts clearly on both the population base promotion and production and income growth through better accessibility. In addition, the investment has an indirect effects on the production and income growth through its influence on the population base promotion. This implies that the transport infrastructure investment in rural Korea so far exerts both long-term and short-term influences on rural development through various channels of impacts.

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Impact of Sentimental and Contextual Factors on the Acceptance of Music Recommender Systems (음악추천시스템의 수용성에 개인감정과 상황이 미치는 영향)

  • Park, Kyong-Su;Moon, Nam-Mee
    • The Journal of the Korea Contents Association
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    • v.11 no.5
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    • pp.104-116
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    • 2011
  • A recommender system is a personalized decision support tool to suggest suitable products in proper manners for the benefits of both suppliers and consumers, with the assumption of full understating of consumers' needs and preferences. However, a substantial number of studies have focused on making recommender systems more accurate and efficient. Whereas, there have been a few studies on consumers' needs and preferences under their own contexts to accept recommender systems. To this end, this study attempted to find out the impact of personal sentiments and contexts on the willingness to accept music recommender systems based on the simplified "Technology Acceptance Model" and some verified variables from the precedent studies. For the study, we conducted an empirical study using surveys and High-Order Structural Equation Model (SEM). The outcomes of the research was affirmative to the research hypothesis that the personal sentiments and contexts positively affect the acceptance of the music recommender systems.

A Convergence Study about the Performance of Healthcare-Associated Infection Control Guidelines of Hospital Nurses-based on the Theory of Planned Behavior (병원간호사의 의료관련감염 관리지침 수행에 관한 융합연구-계획된 행위이론(TPB) 기반)

  • Moon, Jeong-Eun;Song, Mi-Ok
    • Journal of the Korea Convergence Society
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    • v.8 no.5
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    • pp.117-125
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    • 2017
  • This is a convergence study to present strategies for performance enhancement by verifying the causal relationship between the influencing factor on the performance of the healthcare-associated infection control guidelines in hospital nurses. Participants were 388 nurses recruited from 16 different tertiary and general hospitals in Korea. Data collection was conducted using self-report questionnaires and analyzed using SPSS 21.0 and AMOS 21.0 programs. The overall fitness was ${\chi}^2=99.64$ (df=14, p<.01), GFI=.94, RMSEA=.10, NFI=.84, CFI=.90. The explanatory power of predictive variables on intention were 23.8%, and those on behavior were 17.7%. As a result of this study, it was found that TPB is an appropriate theory to explain the performance of healthcare-associated infection control guidelines, and repeated studies including multi-level modeling of career experience and organizational influences on behavior with strong social characteristics are needed.