• Title/Summary/Keyword: 위계적 회귀

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유치원 교사의 직무스트레스에 따른 심리적 소진의 관계에서 자기자비와 마음챙김의 조절효과

  • 장윤경;변상해
    • 한국벤처창업학회:학술대회논문집
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    • 2023.11a
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    • pp.157-161
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    • 2023
  • 현대 사회가 급변하면서 가족 구조와 형태가 다양해지고, 여성의 경제 활동과 맞벌이 부부가 증가함에 따라 영유아 대상 돌봄에 대한 요구는 다양하게 변화하고 있다. 그러나 보육기관 증설 및 운영 시간 연장 등으로 보육의 공공성을 강화해 나가는 것에 반해, 유아 교육기관의 질과 영유아 상호작용에 큰 영향을 미치는 유치원 교사의 근무 여건 개선은 아직 미흡한 실정이다. 유치원 교사는 영유아의 성장과 발달에 결정적이고, 무조건적인 영향을 미치기 때문에 교육의 질을 결정하는 가장 중요한 요인이라 할 수 있다. 그럼에도 긴 근무 시간, 저임금, 학부모의 지나친 요구, 부진한 복지제도 등의 열악한 근무환경에서 직무스트레스와 그에 따른 심리적 소진을 경험하고 있다 본 연구에서는 유치원 교사가 지각하는 직무스트레스와 심리적 소진의 관계에서 자기자비와 마음챙김의 조절 효과를 규명하여 유치원 교사들이 흔히 겪을 수 있는 일반적인 어려움을 예상해보고 그 요인을 찾아 분석함으로서 유치원 교사의 스트레스를 예방하거나 감소시키기 위한 지원 방안 및 유치원 교사를 위한 교육프로그램 개발의 기초 자료로 활용되는 데 그 목적이 있다. 이를 위해 경기도 내 유치원에 근무하는 교사 200명을 대상으로 직무스트레스척도(MTOSFQ), 심치적 소진척도(MBI), 자기자비척도(K-SCS), 마음챙김척도(FFMQ)를 사용하여 설문을 실시한 후 SPSS v22, 독립표본 t검정, 일원배치 분산분석, 선형회귀분석과 매개효과 검증을 위해 위계적 회귀분석을 실시하고자 한다.

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The Moderating Effects of Birth Rate Policies between Korean Women's Values of Children and Their Intentions for Subsequent Childbirth (기혼여성의 자녀가치관과 추가출산의향 간의 관계에서 출산장려정책의 조절효과 분석)

  • Lee, Wan;Chae, Jae-Eun
    • Journal of Digital Convergence
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    • v.15 no.9
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    • pp.65-78
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    • 2017
  • This study aims to analyze whether both childcare subsidy and childcare leave policies have moderating effects on the relationship between Korean women's value of children and their intentions for subsequent childbirth. The data are used from the 2015 National Survey on Fertility and Family Health and Welfare. Both hierarchical multiple regression analysis and moderated regression analysis are used for statistical analysis. The findings from the study are as follow. First, the ideal number of children, instrumental values, and emotional values have positive effects on the intentions for subsequent childbirth after controlling for background variables(level of education, income, age, and number of children). Second, childcare leave policy has no significant effect on the intentions for subsequent childbirth while childcare subsidy policy has the negative effect. Third, only childcare subsidy policy has moderating effects on the relationship between instrumental, emotional values, and the intentions for subsequent childbirth. These results suggest that policies enhancing the value of children should be implemented in addition to traditional birth rate policies. Furthermore, new birth rate polices are needed for those married women who have a high possibility of subsequent childbirth.

A Study on the Hierarchical Structure of Color Sensibility (색채 감성의 위계 구조에 대한 탐구)

  • Park, Chang-Ho
    • Korean Journal of Cognitive Science
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    • v.19 no.1
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    • pp.41-56
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    • 2008
  • Previous studies, while investigating factors of sensibility, had rarely considered its internal structure. This study hypothesized that sensibility had sensational aspects and emotional aspects and the former corresponded to objective adjectives, describing attributes of objects, and the latter to subjective adjectives, describing psychology of experiencers. Forty-three objective adjectives and 21 subjective adjectives describing color sensibility were selected both by a linguistic criterion and an empirical evaluation. Factor analysis on semantic differential responses to these two groups of adjectives resulted in 5 sensational factors and 3 emotional factors of color sensibility respectively. Hierarchical structure was derived by regressing emotional factor scores on sensational factor scores. In consequence, emotional aspects were interpreted by different combinations of sensational factors. Limitations and significance of this study were discussed.

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Determinants of student course evaluation using hierarchical linear model (위계적 선형모형을 이용한 강의평가 결정요인 분석)

  • Cho, Jang Sik
    • Journal of the Korean Data and Information Science Society
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    • v.24 no.6
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    • pp.1285-1296
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    • 2013
  • The fundamental concerns of this paper are to analyze the effects of student course evaluation using subject characteristic and student characteristic variables. We use a 2-level hierarchical linear model since the data structure of subject characteristic and student characteristic variables is multilevel. Four models we consider are as follows; (1) null model, (2) random coefficient model, (3) mean as outcomes model, (4) intercepts and slopes as outcomes model. The results of the analysis were given as follows. First, the result of null model was that subject characteristics effects on course evaluation had much larger than student characteristics. Second, the result of conditional model specifying subject and student level predictors revealed that class size, grade, tenure, mean GPA of the class, native class for level-1, and sex, department category, admission method, mean GPA of the student for level-2 had statistically significant effects on course evaluation. The explained variance was 13% in subject level, 13% in student level.

Determinants of employee's wage using hierarchical linear model (위계적 선형모형을 이용한 대졸 신규취업자 임금 결정요인 분석)

  • Park, Sungik;Cho, Jangsik
    • Journal of the Korean Data and Information Science Society
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    • v.26 no.1
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    • pp.65-75
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    • 2015
  • This paper analyzes the determinants of wage for the college and university graduates utilizing both individual-level and industry-level variables. We note that wage determination has multi-level structure in the sense that individual wage is influenced by individual-level variables (level-1) and industry-level (level-2) variables. Then, the assumption that individual wage is independent in the classical regression is violated. Therefore, this paper utilizes the hierarchical linear model (HLM). The major results are the followings. First, the multiple correspondence analysis including level-1 and 2 variables reveals that both level 1 and level 2 variables affects individual wages judging from the fact that the values of level 1 and level 2 variables differ across the different level of individual wage groups. Second, the decision tree analysis including level-1 and 2 variables shows that the most influential variable in wage determination is industry-level wage and the next is industry-level working hour, ages and sex in the decling order in. This suggests that the utilization of the HLM is appropriate since the characteristics of industry is important in determining the individual wage. Third, it is shown that the HLM model is the best compared to the other models which do not take level-1 and level-2 variables simultaneously into account.

A Study on the Development of Archive Service Quality Scale: Focused on Public Institutions (기록물관리기관 서비스 품질 척도 개발에 관한 연구 - 공공기관을 중심으로 -)

  • Han, Soo Yeon;Jeong, Dong Youl
    • Journal of Korean Society of Archives and Records Management
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    • v.12 no.1
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    • pp.59-78
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    • 2012
  • This study confirmed the structural concept and preliminary statements based on concept definition of archival service quality, conducted statistical analysis, and developed the service quality scale equipped with validity and reliability. Developing the scale is unique for pubic institutions and expected to play a practical role in presenting for each archive more effective operation method to enhance service quality by diagnosing its status and identifying the differences from other archives.

The Influence of Green Product Quality and Green Consumer Behavior on Customer Satisfaction and Customer Loyalty (그린제품 품질과 그린소비 행위가 고객만족과 고객충성도에 미치는 영향)

  • Lee, Sung Ho
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.10 no.6
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    • pp.37-46
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    • 2015
  • This study investigates the relationships among product quality, consumer behavior, customer satisfaction, and customer loyalty on environmental viewpoint. For the empirical study it has been attempted to collect data by using a questionnaire including 18 questions. The respondents who had experienced using green or environmental products were 212 college students. In my research 167 valid cases are selected for a data analysis by SPSS based hierarchical regression analysis technique. The results show that green product quality had significant impacts on customer satisfaction and customer loyalty, and cost factor of green consuming behavior had moderating effects between customer satisfaction and customer loyalty. Empirical results imply that green product quality contributes to customer satisfaction and customer loyalty. Additionally, green consumer behavior on customer satisfaction increase customer loyalty.

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A Study on the Use of Retailtech and Intention to Accept Technology based on Experiential Marketing (체험마케팅에 기반한 리테일테크 활용과 기술수용의도에 관한 연구)

  • Sangho Lee;Kwangmoon Cho
    • Journal of Internet of Things and Convergence
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    • v.10 no.2
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    • pp.137-148
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    • 2024
  • The purpose of this study is to determine how the use of retailtech technology affects consumers' purchase intention. Furthermore, this study aims to investigate the mediating effects of technology usefulness and ease of use on this influence relationship and whether experiential marketing moderates consumers' purchase intention. The survey was conducted from August 1, 2023 to September 30, 2023, and a total of 257 people participated in the study. For statistical analysis, hierarchical regression analysis, three-stage mediation regression analysis, and hierarchical three-stage controlled regression analysis were conducted to test the hypothesis. The results of the study are as follows. First, it was confirmed that big data-AI utilization, mobile-SNS utilization, live commerce utilization, and IoT utilization affect purchase intention in retail technology utilization. Second, technology usefulness has a mediating effect on IoT utilization, mobile-SNS utilization, and big data-AI utilization. Third, perceived ease of use of technology mediated the effects of IoT utilization, mobile-SNS utilization, live-commerce utilization, and big data-AI utilization. Fourth, escapist experience has a moderating effect on mobile SNS utilization and live commerce utilization. Fifth, esthetic experience has a moderating effect on mobile-SNS utilization and big data-AI utilization. Through this study, we hope that the domestic distribution industry will contribute to national competitiveness by securing the competitive advantage of companies by utilizing new technologies in entering the global market.

창업자의 성별이 투자에 미치는 영향에 대한 연구: 사회적 자본의 조절효과를 중심으로

  • Bae, Hye-Gyeong;Kim, Do-Hyeon
    • 한국벤처창업학회:학술대회논문집
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    • 2016.04a
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    • pp.84-87
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    • 2016
  • 본 연구의 목적은 창업자의 성별에 따라 투자에 미치는 영향이 달라지는지를 확인하고, 또한 이 과정에서 창업자의 사회적 자본이 조절효과로 작용하는지를 분석하기 위해 시도하였다. 본 연구의 가설은 다음과 같다. 첫째, 창업자의 성별은 창업투자에 영향을 미칠 것이다. 둘째, 창업자의 성별과 창업투자의 관계는 창업자의 사회적 자본에 의해 조절될 것이다. 본 연구의 목적을 실증적으로 검증하기 위해 ICT 분야의 동일한 사업계획서에 창업자의 성별 및 사회적 자본만을 다르게 표기하여 창업전문가 집단인 4개의 국책 창업대학원생 및 스타트업 지원경험이 있는 창업유관기관 직원을 대상으로 실험형식의 설문조사를 실시하여 160명의 설문결과를 취합하고, 위계적 회귀분석 연구방법을 이용하여 연구결과를 분석하려고 한다.

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Analysis of the Influence of Young Job Seekers' SME Employer Brand Awareness on Their Intention to Work (청년구직자의 중소기업 고용주 브랜드 인식이 취업의향에 미치는 영향 분석)

  • Lee, Junghwan;Kim, Dongwook
    • The Journal of the Korea Contents Association
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    • v.22 no.4
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    • pp.292-300
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    • 2022
  • This study aims to improve the situation in which accurate job information for small and medium-sized enterprises is not known and it is difficult to identify jobs that meet the preference criteria from the perspective of the 'employer brand'. To this end, through a hierarchical regression analysis of 700 young job seekers, the factors affecting the intention to get a job centered on five value factors (Interest Value, Social Value, Economic Value, Development Value and Application Value) were identified by reflecting the brand categorization theory. As a result of the analysis, it was confirmed that young job seekers are more interested in work culture, environment, and utilization of their majors, which directly affect job seekers, rather than characteristics of companies such as talent development, products, services, and management, and are influenced by their intention to work. This suggests that the job policy for SMEs needs to be changed from the existing quantitative support-centered to a qualitative improvement that strengthens the use of platform-centered job information.